From 2a40895e7898351d622d378dbabee5a6e2414386 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Tue, 17 Sep 2024 16:57:36 +0200 Subject: [PATCH 01/64] Add calc_ch4 methods --- docs/source/openairclim.rst | 8 ++++ example/example.toml | 7 +++- openairclim/__init__.py | 1 + openairclim/calc_ch4.py | 66 ++++++++++++++++++++++++++++++++ openairclim/calc_response.py | 30 ++++++++++----- openairclim/interpolate_space.py | 3 ++ openairclim/main.py | 32 +++++++++++++++- openairclim/read_config.py | 39 ++++++++++++++++++- openairclim/write_output.py | 1 + 9 files changed, 175 insertions(+), 12 deletions(-) create mode 100644 openairclim/calc_ch4.py diff --git a/docs/source/openairclim.rst b/docs/source/openairclim.rst index b2cf6a7..dcad9d1 100644 --- a/docs/source/openairclim.rst +++ b/docs/source/openairclim.rst @@ -4,6 +4,14 @@ openairclim package Submodules ---------- +openairclim.calc\_ch4 module +---------------------------- + +.. automodule:: openairclim.calc_ch4 + :members: + :undoc-members: + :show-inheritance: + openairclim.calc\_co2 module ---------------------------- diff --git a/example/example.toml b/example/example.toml index f1b50c5..4cef0c3 100644 --- a/example/example.toml +++ b/example/example.toml @@ -10,7 +10,7 @@ inv = ["CO2", "H2O", "NOx"] nox = "NO" # Output / response species # possible values: "CO2", "H2O" -out = ["CO2", "H2O"] +out = ["CO2", "H2O", "CH4"] # Emission inventories [inventories] @@ -57,6 +57,8 @@ CO2.scenario = "SSP2-4.5" #CO2.scenario = "SSP1-1.9" #CO2.scenario = "SSP4-6.0" #CO2.scenario = "SSP3-7.0" +CH4.file = "repository/ch4_bg.nc" +CH4.scenario = "SSP2-4.5" # Response options [responses] @@ -69,6 +71,9 @@ CO2.rf.method = "IPCC_2001_1" # IPCC 2001, Table 6.2 first row H2O.response_grid = "2D" H2O.rf.file = "repository/resp_RF.nc" +CH4.response_grid = "2D" +CH4.tau.file = "D:/oac/example/repository/resp_ch4.nc" + # Temperature options [temperature] # valid methods: "Boucher&Reddy" diff --git a/openairclim/__init__.py b/openairclim/__init__.py index 20055ae..adb1d30 100644 --- a/openairclim/__init__.py +++ b/openairclim/__init__.py @@ -13,6 +13,7 @@ from openairclim.interpolate_time import * # noqa: F401, F403 from openairclim.calc_response import * # noqa: F401, F403 from openairclim.calc_co2 import * # noqa: F401, F403 +from openairclim.calc_ch4 import * # noqa: F401, F403 from openairclim.calc_dt import * # noqa: F401, F403 from openairclim.calc_metric import * # noqa: F401, F403 from openairclim.uncertainties import * # noqa: F401, F403 diff --git a/openairclim/calc_ch4.py b/openairclim/calc_ch4.py new file mode 100644 index 0000000..202771d --- /dev/null +++ b/openairclim/calc_ch4.py @@ -0,0 +1,66 @@ +""" +Calculates CH4 response +""" + +import numpy as np +from scipy.interpolate import interp1d +from scipy.integrate import solve_ivp +from openairclim.construct_conc import interp_bg_conc + +# CONSTANTS +TAU_GLOBAL = 8.0 + + +def calc_ch4_concentration(config: dict, tau_inverse_dict: dict) -> dict: + """ + Calculates the methane (CH4) concentration over time based on methane background and + inverse methane lifetime of idealized emission boxes. + Args: + config (dict): Configuration dictionary from config + tau_inverse_arr (numpy.ndarray): An array of inverse lifetime for methane. + Returns: + dict: A dictionary containing the calculated methane concentration for each time step. + The dictionary has a single key "CH4" with corresponding values as a numpy array. + """ + time_config = config["time"]["range"] + time_range = np.arange( + time_config[0], time_config[1], time_config[2], dtype=int + ) + ch4_bg_arr = interp_bg_conc(config, "CH4") + ch4_bg = interp1d(x=time_range, y=ch4_bg_arr) + tau_inverse_arr = tau_inverse_dict["CH4"] + tau_inverse = interp1d(x=time_range, y=tau_inverse_arr) + solution = solve_ivp( + func_tagging, + [time_range[0], time_range[-1]], + [0], + t_eval=time_range, + dense_output=True, + args=(ch4_bg, TAU_GLOBAL, tau_inverse), + ) + conc_ch4_dict = {"CH4": solution.sol(time_range)[0]} + return conc_ch4_dict + + +def func_tagging(t, y, ch4_bg, tau_global, tau_inverse): + """Differential equation, contribution (tagging) method, for evaluating CH4 concentratrion + after equation 4.49 in Rieger, V.S., A new method to assess the climate effect of mitigation + strategies for road traffic, Delft University of Technology, PhD, 2018, + https://doi.org/10.4233/uuid:cc96a7c7-1ec7-449a-84b0-2f9a342a5be5 + + Args: + t (float): time + y (float): CH4 concentration, tagged, required solution of differential equation + ch4_bg (float): CH4 background concentration + tau_global (float): global CH4 lifetime + tau_inverse (float): inverse CH4 lifetime, tagged + + Returns: + float: d/dt CH4 (CH4 concentration, tagged) + """ + return (-0.5) * (tau_inverse(t) * ch4_bg(t) + (1.0 / tau_global) * y) + + +def calc_ch4_rf(config: dict, conc_arr): + # TODO + return 1.0 diff --git a/openairclim/calc_response.py b/openairclim/calc_response.py index 61b6cc1..bad9493 100644 --- a/openairclim/calc_response.py +++ b/openairclim/calc_response.py @@ -9,7 +9,7 @@ # CONSTANTS # # Conversion table: out_species (response species) to inv_species (inventory species) -OUT_INV_DICT = {"CO2": "CO2", "H2O": "H2O", "O3": "NOx"} +OUT_INV_DICT = {"CO2": "CO2", "H2O": "H2O", "O3": "NOx", "CH4": "NOx"} # # Correction / Normalization factors # @@ -21,6 +21,8 @@ # assuming ppbv as units for response surfaces: CORR_CONC_H2O = 1.0e-9 / 125.0e-15 # +# Correction factor for NO2 inventory emissions (instead NO) +CORR_NO2 = 30.0 / 46.0 # # Correction NOx emission --> O3 concentration # EMAC input setting: emission strength for box regions was @@ -46,6 +48,9 @@ # # TODO Update correction factor CORR_RF_O3 = 1.0 +# +# TODO Update correction factor +CORR_TAU_CH4 = CORR_CONC_O3 def calc_resp(spec: str, inv, weights) -> np.ndarray: @@ -57,6 +62,8 @@ def calc_resp(spec: str, inv, weights) -> np.ndarray: spec (str): Name of response species inv (xarray.Dataset): Emission inventory data weights (xarray.Dataset): Dataset with weighting parameters + Raises: + KeyError: if species not valid Returns: np.ndarray: Response array @@ -64,6 +71,10 @@ def calc_resp(spec: str, inv, weights) -> np.ndarray: inv_spec = OUT_INV_DICT[spec] inv_arr = inv[inv_spec].values weights_arr = weights["weights"].values + if spec in ["H2O", "O3", "CH4"]: + pass + else: + raise KeyError("calculating response: species not valid") # Elememt-wise multiplication of inventory emissions and weights out_arr = (np.multiply(inv_arr.T, weights_arr.T)).T # Sum over index axis (all steps in emission inventory) @@ -85,6 +96,10 @@ def calc_resp_all(config, resp_dict, inv_dict): """ # "NO" or "NO2" in emission inventory nox = config["species"]["nox"] + if nox == "NO": + corr_nox = 1.0 + elif nox == "NO2": + corr_nox = CORR_NO2 # default correction factor corr = 1.0 out_dict = {} @@ -95,18 +110,15 @@ def calc_resp_all(config, resp_dict, inv_dict): if spec == "H2O": corr = CORR_CONC_H2O elif spec == "O3": - if nox == "NO": - corr = CORR_CONC_O3 - elif nox == "NO2": - corr = CORR_CONC_O3 * (30.0 / 46.0) + corr = CORR_CONC_O3 * corr_nox elif resp_type == "rf": if spec == "H2O": corr = CORR_RF_H2O elif spec == "O3": - if nox == "NO": - corr = CORR_RF_O3 - elif nox == "NO2": - corr = CORR_RF_O3 * (30.0 / 46.0) + corr = CORR_RF_O3 * corr_nox + elif resp_type == "tau": + if spec == "CH4": + corr = CORR_TAU_CH4 * corr_nox else: raise ValueError("resp_type not valid") out_inv_dict = {} diff --git a/openairclim/interpolate_space.py b/openairclim/interpolate_space.py index 5ad09c2..aa3e5fe 100644 --- a/openairclim/interpolate_space.py +++ b/openairclim/interpolate_space.py @@ -1,6 +1,7 @@ """ Interpolation and Regridding methods in the space domain """ + # TODO Check if one of these python packages are more suitable/flexible # for example geocat, see https://geocat-comp.readthedocs.io/en/stable/ # for pressure level interpolations geocat.comp.interpolation.interp_hybrid_to_pressure @@ -68,6 +69,8 @@ def calc_weights(spec, resp, inv): weights_units = "W/m²/kg" elif resp_attrs_value == "conc": weights_units = "mol/mol/kg" + elif resp_attrs_value == "tau": + weights_units = "1/yr/kg" else: weights_units = "undefined" for inv_attrs_key, inv_attrs_value in inv.attrs.items(): diff --git a/openairclim/main.py b/openairclim/main.py index 468fe42..c785a92 100644 --- a/openairclim/main.py +++ b/openairclim/main.py @@ -116,7 +116,9 @@ def run(file_name): ) # Response: Emission --> Radiative Forcing - species_rf = [spec for spec in species_2d] + species_rf, species_tau = oac.classify_response_types( + config, species_2d + ) if species_rf: resp_rf_dict = oac.open_netcdf_from_config( config, "responses", species_rf, "rf" @@ -141,6 +143,34 @@ def run(file_name): oac.write_to_netcdf( config, {spec: dtemp}, result_type="dT", mode="a" ) + if species_tau: + for spec in species_tau: + if spec != "CH4": + raise KeyError( + "No valid response configuration for", spec + ) + resp_tau_dict = oac.open_netcdf_from_config( + config, "responses", ["CH4"], "tau" + ) + tau_inverse_dict = oac.calc_resp_all( + config, resp_tau_dict, inv_dict + ) + tau_inverse_series_dict = oac.convert_nested_to_series( + tau_inverse_dict + ) + _time_range, tau_inverse_interp_dict = oac.apply_evolution( + config, tau_inverse_series_dict, inv_dict + ) + conc_ch4_dict = oac.calc_ch4_concentration( + config, tau_inverse_interp_dict + ) + oac.write_to_netcdf( + config, conc_ch4_dict, result_type="conc_ppb", mode="a" + ) + logging.warning( + "Computed values for CH4 response are not scientifially meaningful. " + "CH4 response surface without noise correction!" + ) else: logging.warning( "No species defined in config with 2D response_grid." diff --git a/openairclim/read_config.py b/openairclim/read_config.py index 2e28d2e..b84d2cd 100644 --- a/openairclim/read_config.py +++ b/openairclim/read_config.py @@ -1,6 +1,7 @@ """ Reads a config file, assigns values to variables and creates an output directory """ + # TODO Add check function for valid inv_species / out_species combinations import os @@ -91,7 +92,7 @@ def check_config(config): for spec in species_2d: resp_flag = False # At least one resp_type must be defined in config - for resp_type in ["conc", "rf"]: + for resp_type in ["conc", "rf", "tau"]: try: filename = config["responses"][spec][resp_type]["file"] response_files.append(filename) @@ -250,6 +251,42 @@ def classify_species(config): return species_0d, species_2d +def classify_response_types(config, species_arr): + """ + Classifies species into categories based on their response types defined in the config + + Args: + config (dict): Configuration, dictionary of key-value pairs + species_arr (list): A list of strings representing the species + + Returns: + tuple: A tuple of lists. list (species_rf) contains species with response type 'rf', + i.e. a response file must be given comprising the response surface + from emissions to RF, + list (species_tau) contains species with response type 'tau', + i.e. a response file must be given comprising the response surface + from emissions to inverse species lifetime. + + Raises: + KeyError: If no valid response type is defined in the configuration for a species. + """ + species_rf = [] + species_tau = [] + for spec in species_arr: + if "tau" in config["responses"][spec]: + species_tau.append(spec) + elif ( + "rf" in config["responses"][spec] + and "file" in config["responses"][spec]["rf"] + ): + species_rf.append(spec) + else: + raise KeyError( + "No valid response type defined in config for", spec + ) + return species_rf, species_tau + + def check_metrics_time(config: dict) -> bool: """ Checks if metrics time settings are within the defined time range. diff --git a/openairclim/write_output.py b/openairclim/write_output.py index ceed7e2..35a1494 100644 --- a/openairclim/write_output.py +++ b/openairclim/write_output.py @@ -13,6 +13,7 @@ RESULT_TYPE_DICT = { "emis": {"long_name": "Emission", "units": "Tg"}, "conc": {"long_name": "Concentration", "units": "ppmv"}, + "conc_ppb": {"long_name": "Concentration", "units": "ppb"}, "RF": {"long_name": "Radiative Forcing", "units": "W m-2"}, "dT": {"long_name": "Temperature change", "units": "K"}, "ATR": {"long_name": "Average Temperature Response", "units": "K"}, From acdf0a1d2f141284b55a4b0eb9c106b7cf719d76 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Wed, 18 Sep 2024 14:34:32 +0200 Subject: [PATCH 02/64] Update calc_ch4, add calc_ch4_test --- .gitignore | 2 + example/example.toml | 6 ++- example/repository/ch4_bg.nc | Bin 0 -> 44231 bytes example/repository/n2o_bg.nc | Bin 0 -> 44231 bytes openairclim/calc_ch4.py | 75 +++++++++++++++++++++++++++++++--- openairclim/calc_co2.py | 47 +++++++++++---------- openairclim/construct_conc.py | 6 +-- openairclim/main.py | 25 ++++++++---- openairclim/read_config.py | 2 + tests/calc_ch4_test.py | 33 +++++++++++++++ tests/calc_co2_test.py | 10 ++--- 11 files changed, 163 insertions(+), 43 deletions(-) create mode 100644 example/repository/ch4_bg.nc create mode 100644 example/repository/n2o_bg.nc create mode 100644 tests/calc_ch4_test.py diff --git a/.gitignore b/.gitignore index 30a28cb..1441e71 100644 --- a/.gitignore +++ b/.gitignore @@ -23,6 +23,8 @@ __pycache__/ example/repository/*.nc # exceptions !example/repository/co2_bg.nc +!example/repository/ch4_bg.nc +!example/repository/n2o_bg.nc !example/repository/resp_RF.nc tests/repository/*.* tests/repository/cache diff --git a/example/example.toml b/example/example.toml index 4cef0c3..3b96f5c 100644 --- a/example/example.toml +++ b/example/example.toml @@ -59,6 +59,8 @@ CO2.scenario = "SSP2-4.5" #CO2.scenario = "SSP3-7.0" CH4.file = "repository/ch4_bg.nc" CH4.scenario = "SSP2-4.5" +N2O.file = "repository/n2o_bg.nc" +N2O.scenario = "SSP2-4.5" # Response options [responses] @@ -70,9 +72,9 @@ CO2.rf.method = "IPCC_2001_1" # IPCC 2001, Table 6.2 first row H2O.response_grid = "2D" H2O.rf.file = "repository/resp_RF.nc" - CH4.response_grid = "2D" -CH4.tau.file = "D:/oac/example/repository/resp_ch4.nc" +CH4.tau.file = "repository/resp_ch4.nc" +CH4.rf.method = "Etminan_2016" # Temperature options [temperature] diff --git a/example/repository/ch4_bg.nc b/example/repository/ch4_bg.nc new file mode 100644 index 0000000000000000000000000000000000000000..edc5afafff21dfea6f52d2a3eeafb3ba9b735da9 GIT binary patch literal 44231 zcmeI*dvp}lwl46+8yW<}Mgg@`B5J}TKmrJ2L-7pAGXX&%N(D(n5TOkLF`$%6R742~ zC;=f2K>;=K0ZLHBGP;G05d}37L8*v<7$2ZEB0h3g&F{4muJNnRZ#;loBC(TT|1D!AYH=S>r zHB7(?QX*n}<#UE<=6vD4BGy|K)6{rG3y 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znfnIn*Ka`kk=NCrlc?kIzA5{I=FQ%9svil>sMioLK>B&*w*#J{cMU}*1Xw^``pCxelL89c{~o7c+vJNUd3_nIN|jd^*onr z-U$))c<_lsZ!;cOf=;5%FL+Mtyd!wraZ;hX@mbBw3t$+3kvu-heg_Rc;!No5UZ%0U zF#+SPe+G5Y&?_lJzLhBbUezEH3h<3hCK8E^v&}|L9l0}-AZ=g}l+DBC{2?jeC zV%#)Q#`TXrg1Y(8i-1l=vF2sLNey;Ata{ndX#xE*{vPQm%6P$!htMw*IxR#!zeULR zfoAW6$j=h(eng7){BD@9u^9z}h6m8T40`>cd$17o#iH~#anPx~U*n*FMvHd)+vmX< zG>UG!kNZJ8iZY%ofU3@1+6|h$9=5wclsY#7di8TOmT!>3cta37A<(QXKz%0kBVn*} zw&vv%s%Y;c+WkGAud%ZRx*4L)8|HW4i~2>P%@0Iu!l1WhmbM24&`n@`Y9{u7ohbY7 z=P~Xn>UL*n-mDdEJdJTY;}g?)oWp*)$2dZRx?u9G4c;G}@E4qWiN^zn(6n<7hA1 zT9oa(2k%zB&9nsiIik)7jY2+X$kKYJmaY+Xo)NnlQ2tMHIKD{Hj&tHJ^xF+hrD*#V yBlfbOpA3Ue(1eP%Zht2BvkLmlU{C dict: inverse methane lifetime of idealized emission boxes. Args: config (dict): Configuration dictionary from config - tau_inverse_arr (numpy.ndarray): An array of inverse lifetime for methane. + tau_inverse_dict (dict): Dictionary of an np.ndarray of inverse lifetime for methane. Returns: dict: A dictionary containing the calculated methane concentration for each time step. The dictionary has a single key "CH4" with corresponding values as a numpy array. @@ -26,7 +26,8 @@ def calc_ch4_concentration(config: dict, tau_inverse_dict: dict) -> dict: time_range = np.arange( time_config[0], time_config[1], time_config[2], dtype=int ) - ch4_bg_arr = interp_bg_conc(config, "CH4") + ch4_bg_dict = interp_bg_conc(config, "CH4") + ch4_bg_arr = ch4_bg_dict["CH4"] ch4_bg = interp1d(x=time_range, y=ch4_bg_arr) tau_inverse_arr = tau_inverse_dict["CH4"] tau_inverse = interp1d(x=time_range, y=tau_inverse_arr) @@ -61,6 +62,70 @@ def func_tagging(t, y, ch4_bg, tau_global, tau_inverse): return (-0.5) * (tau_inverse(t) * ch4_bg(t) + (1.0 / tau_global) * y) -def calc_ch4_rf(config: dict, conc_arr): - # TODO - return 1.0 +def calc_ch4_rf( + config: dict, + conc_dict: dict, + conc_ch4_bg_dict: dict, + conc_n2o_bg_dict: dict, +) -> dict: + """Calculates the Radiative Forcing values for emitted CH4 concentrations + + Args: + config (dict): Configuration dictionary from config + conc_dict (dict): Dictionary with array of concentrations + between the starting and ending years, keys is species + conc_ch4_bg_dict (dict): Dictionary of np.ndarray of background CH4 concentrations + between the starting and ending years, key is species + conc_n2o_bg_dict (dict): Dictionary of np.ndarray of background N2O concentrations + between the starting and ending years, key is species + Raises: + ValueError: if CH4.rf.method not valid + + Returns: + dict: Dictionary with np.ndarray of CH4 Radiative Forcing values + between the starting and ending years, key is species CH4 + """ + method = config["responses"]["CH4"]["rf"]["method"] + if method == "Etminan_2016": + rf_dict = calc_ch4_rf_etminan_2016( + conc_dict, conc_ch4_bg_dict, conc_n2o_bg_dict + ) + return rf_dict + else: + raise ValueError("CH4.rf.method in config file is invalid.") + + +def calc_ch4_rf_etminan_2016( + conc_dict: dict, conc_ch4_bg_dict: dict, conc_n2o_bg_dict: dict +) -> dict: + """Calculates the Radiative Forcing values for emitted CH4 concentrations after + Etminan, Maryam, et al. Radiative forcing of carbon dioxide, methane, and nitrous oxide: + A significant revision of the methane radiative forcing. + Geophysical Research Letters 43.24 (2016): 12-614. + https://doi.org/10.1002/2016GL071930 + + Args: + conc_dict (dict): Dictionary with array of concentrations + between the starting and ending years, keys is species + conc_ch4_bg_dict (dict): Dictionary of np.ndarray of background CH4 concentrations + between the starting and ending years, key is species + conc_n2o_bg_dict (dict): Dictionary of np.ndarray of background N2O concentrations + between the starting and ending years, key is species + + Returns: + dict: Dictionary with np.ndarray of CH4 Radiative Forcing values + between the starting and ending years, key is species CH4 + """ + conc_ch4_arr = conc_dict["CH4"] + conc_ch4_bg_arr = conc_ch4_bg_dict["CH4"] + conc_n2o_bg_arr = conc_n2o_bg_dict["N2O"] + a3 = -1.3e-6 + b3 = -8.2e-6 + m_0_arr = conc_ch4_bg_arr + m_arr = conc_ch4_bg_arr + conc_ch4_arr + m_mean_arr = conc_ch4_bg_arr + 0.5 * conc_ch4_arr + n_mean_arr = conc_n2o_bg_arr + rf_ch4_arr = (a3 * m_mean_arr + b3 * n_mean_arr + 0.043) * ( + np.sqrt(m_arr) - np.sqrt(m_0_arr) + ) + return {"CH4": rf_ch4_arr} diff --git a/openairclim/calc_co2.py b/openairclim/calc_co2.py index 06d3ed0..3db68cf 100644 --- a/openairclim/calc_co2.py +++ b/openairclim/calc_co2.py @@ -106,7 +106,7 @@ def calc_co2_ss(config, emis_dict): return {"CO2": conc_co2_arr} -def calc_co2_rf(config, conc_dict, conc_co2_bg): +def calc_co2_rf(config, conc_dict, conc_co2_bg_dict): """ Calculates the radiative forcing values for emitted CO2 concentrations, after IPCC 2001, Ramaswamy, V. et al. in "Climate Change 2001: @@ -116,78 +116,82 @@ def calc_co2_rf(config, conc_dict, conc_co2_bg): Args: config (dict): Configuration dictionary from config - conc_dict (dict): Dictionary with array of aircraft concentrations - between the starting and ending years, keys are species - conc_co2_bg (np.ndarray): array of background CO2 concentrations - between the starting and ending years + conc_dict (dict): Dictionary with array of concentrations + between the starting and ending years, keys is species + conc_co2_bg_dict (dict): Dictionary of np.ndarray of background CO2 concentrations + between the starting and ending years, key is species + Raises: + ValueError: if CO2.rf.method not valid Returns: - dict: Dictionary with array of CO2 radiative forcing values + dict: Dictionary with np.ndarray of CO2 radiative forcing values between the starting and ending years, key is species CO2 """ method = config["responses"]["CO2"]["rf"]["method"] if method == "IPCC_2001_1": - rf_dict = calc_co2_rf_ipcc_2001_1(conc_dict, conc_co2_bg) + rf_dict = calc_co2_rf_ipcc_2001_1(conc_dict, conc_co2_bg_dict) return rf_dict elif method == "IPCC_2001_2": - rf_dict = calc_co2_rf_ipcc_2001_2(conc_dict, conc_co2_bg) + rf_dict = calc_co2_rf_ipcc_2001_2(conc_dict, conc_co2_bg_dict) return rf_dict elif method == "IPCC_2001_3": - rf_dict = calc_co2_rf_ipcc_2001_3(conc_dict, conc_co2_bg) + rf_dict = calc_co2_rf_ipcc_2001_3(conc_dict, conc_co2_bg_dict) return rf_dict else: raise ValueError("CO2.rf.method in config file is invalid.") -def calc_co2_rf_ipcc_2001_1(conc_dict, conc_co2_bg): +def calc_co2_rf_ipcc_2001_1(conc_dict, conc_co2_bg_dict): """Calculates the radiative forcing values for emitted CO2 concentrations, after IPCC 2001, Table 6.2, first row Args: conc_co2 (dict): Dictionary with array of aircraft concentrations - between the starting and ending years, keys are species - conc_co2_bg (np.ndarray): array of background CO2 concentrations - between the starting and ending years + between the starting and ending years, keys is species + conc_co2_bg_dict (dict): Dictionary of np.ndarray of background CO2 concentrations + between the starting and ending years, key is species Returns: dict: Dictionary with array of CO2 radiative forcing values between the starting and ending years, key is species CO2 """ conc_co2_arr = conc_dict["CO2"] + conc_co2_bg = conc_co2_bg_dict["CO2"] rf_co2_arr = 5.35 * np.log(1 + conc_co2_arr / conc_co2_bg) return {"CO2": rf_co2_arr} -def calc_co2_rf_ipcc_2001_2(conc_dict, conc_co2_bg): +def calc_co2_rf_ipcc_2001_2(conc_dict, conc_co2_bg_dict): """Calculates the radiative forcing values for emitted CO2 concentrations, after IPCC 2001, Table 6.2, second row Args: conc_co2 (dict): Dictionary with array of aircraft concentrations - between the starting and ending years, keys are species - conc_co2_bg (np.ndarray): array of background CO2 concentrations - between the starting and ending years + between the starting and ending years, keys is species + conc_co2_bg_dict (dict): Dictionary of np.ndarray of background CO2 concentrations + between the starting and ending years, key is species Returns: dict: Dictionary with array of CO2 radiative forcing values between the starting and ending years, key is species CO2 """ conc_co2_arr = conc_dict["CO2"] + conc_co2_bg = conc_co2_bg_dict["CO2"] rf_co2_arr = 4.841 * np.log(1 + conc_co2_arr / conc_co2_bg) + 0.0906 * ( np.sqrt(conc_co2_arr + conc_co2_bg) - np.sqrt(conc_co2_bg) ) return {"CO2": rf_co2_arr} -def calc_co2_rf_ipcc_2001_3(conc_dict, conc_co2_bg): +def calc_co2_rf_ipcc_2001_3(conc_dict, conc_co2_bg_dict): """Calculates the radiative forcing values for emitted CO2 concentrations, after IPCC 2001, Table 6.2, third row Args: conc_co2 (dict): Dictionary with array of aircraft concentrations - between the starting and ending years, keys are species - conc_co2_bg (np.ndarray): array of background CO2 concentrations - between the starting and ending years + between the starting and ending years, keys is species + conc_co2_bg_dict (dict): Dictionary of np.ndarray of background CO2 concentrations + between the starting and ending years, key is species Returns: dict: Dictionary with array of CO2 radiative forcing values @@ -198,5 +202,6 @@ def g(conc): return np.log(1.0 + 1.2 * conc + 0.005 * conc**2 + 1.4e-6 * conc**3) conc_co2_arr = conc_dict["CO2"] + conc_co2_bg = conc_co2_bg_dict["CO2"] rf_co2_arr = 3.35 * (g(conc_co2_arr + conc_co2_bg) - g(conc_co2_bg)) return {"CO2": rf_co2_arr} diff --git a/openairclim/construct_conc.py b/openairclim/construct_conc.py index 98fb05f..97d8479 100644 --- a/openairclim/construct_conc.py +++ b/openairclim/construct_conc.py @@ -91,14 +91,14 @@ def interp_bg_conc(config, spec): """Interpolates background concentrations for given species within time_range, for a background file and scenario set in config TODO Take into account various conc units in background file - TODO Check output format array vs. dict Args: config (dict): Configuration dictionary from config spec (str): Species name Returns: - array: Numpy array of interpolated concentrations + dict: Dictionary with np.ndarray of interpolated concentrations, + key is species """ inp_file = config["background"][spec]["file"] scenario = config["background"][spec]["scenario"] @@ -106,4 +106,4 @@ def interp_bg_conc(config, spec): conc_dict = {spec: conc} years = conc["year"].values _, interp_conc = interp_linear(config, years, conc_dict) - return interp_conc[spec] + return interp_conc diff --git a/openairclim/main.py b/openairclim/main.py index c785a92..a67db95 100644 --- a/openairclim/main.py +++ b/openairclim/main.py @@ -69,10 +69,10 @@ def run(file_name): config, conc_co2_dict, result_type="conc", mode="a" ) # Get background concentration - conc_co2_bg = oac.interp_bg_conc(config, "CO2") + conc_co2_bg_dict = oac.interp_bg_conc(config, "CO2") # Calculate Radiative Forcing rf_co2_dict = oac.calc_co2_rf( - config, conc_co2_dict, conc_co2_bg + config, conc_co2_dict, conc_co2_bg_dict ) oac.write_to_netcdf( config, rf_co2_dict, result_type="RF", mode="a" @@ -144,11 +144,6 @@ def run(file_name): config, {spec: dtemp}, result_type="dT", mode="a" ) if species_tau: - for spec in species_tau: - if spec != "CH4": - raise KeyError( - "No valid response configuration for", spec - ) resp_tau_dict = oac.open_netcdf_from_config( config, "responses", ["CH4"], "tau" ) @@ -167,6 +162,22 @@ def run(file_name): oac.write_to_netcdf( config, conc_ch4_dict, result_type="conc_ppb", mode="a" ) + # Get background concentrations + conc_ch4_bg_dict = oac.interp_bg_conc(config, "CH4") + conc_n2o_bg_dict = oac.interp_bg_conc(config, "N2O") + # Calculate Radiative Forcing + rf_ch4_dict = oac.calc_ch4_rf( + config, conc_ch4_dict, conc_ch4_bg_dict, conc_n2o_bg_dict + ) + oac.write_to_netcdf( + config, rf_ch4_dict, result_type="RF", mode="a" + ) + # Calculate temperature change + dtemp_ch4 = oac.calc_dtemp(config, "CH4", rf_ch4_dict["CH4"]) + dtemp_dict["CH4"] = dtemp_ch4 + oac.write_to_netcdf( + config, {"CH4": dtemp_ch4}, result_type="dT", mode="a" + ) logging.warning( "Computed values for CH4 response are not scientifially meaningful. " "CH4 response surface without noise correction!" diff --git a/openairclim/read_config.py b/openairclim/read_config.py index b84d2cd..42aed68 100644 --- a/openairclim/read_config.py +++ b/openairclim/read_config.py @@ -274,6 +274,8 @@ def classify_response_types(config, species_arr): species_tau = [] for spec in species_arr: if "tau" in config["responses"][spec]: + if spec != "CH4": + raise KeyError(f'Response type "tau" not supported for {spec}') species_tau.append(spec) elif ( "rf" in config["responses"][spec] diff --git a/tests/calc_ch4_test.py b/tests/calc_ch4_test.py new file mode 100644 index 0000000..716a8ed --- /dev/null +++ b/tests/calc_ch4_test.py @@ -0,0 +1,33 @@ +""" +Provides tests for module calc_ch4 +""" + +import numpy as np +import pytest +import openairclim as oac + + +class TestCalcCh4Rf: + """Tests function calc_ch4_rf(config, conc_dict, conc_ch4_bg_dict, conc_no2_bg_dict)""" + + def test_invalid_method(self): + """Invalid method returns ValueError""" + config = {"responses": {"CH4": {"rf": {"method": "invalid_method"}}}} + conc_dict = {"CH4": np.array([1.0, 2.0, 3.0])} + conc_ch4_bg_dict = {"CH4": np.array([1750.0, 1800.0, 1850.0])} + conc_n2o_bg_dict = {"N2O": np.array([300.0, 325.0, 350.0])} + with pytest.raises(ValueError): + oac.calc_ch4_rf( + config, conc_dict, conc_ch4_bg_dict, conc_n2o_bg_dict + ) + + def test_empty_conc_dict(self): + """Empty concentration dictionary returns KeyError""" + config = {"responses": {"CO2": {"rf": {"method": "Etminan_2016"}}}} + conc_dict = {} + conc_ch4_bg_dict = {"CH4": np.array([1750.0, 1800.0, 1850.0])} + conc_n2o_bg_dict = {"N2O": np.array([300.0, 325.0, 350.0])} + with pytest.raises(KeyError): + oac.calc_ch4_rf( + config, conc_dict, conc_ch4_bg_dict, conc_n2o_bg_dict + ) diff --git a/tests/calc_co2_test.py b/tests/calc_co2_test.py index 662fc81..ee6bd4b 100644 --- a/tests/calc_co2_test.py +++ b/tests/calc_co2_test.py @@ -35,20 +35,20 @@ def test_zero_emissions(self): class TestCalcCo2Rf: - """Tests function calc_co2_rf(config, conc_dict, conc_co2_bg)""" + """Tests function calc_co2_rf(config, conc_dict, conc_co2_bg_dict)""" def test_invalid_method(self): """Invalid method returns ValueError""" config = {"responses": {"CO2": {"rf": {"method": "invalid_method"}}}} conc_dict = {"CO2": np.array([1.0, 2.0, 3.0])} - conc_co2_bg = np.array([410.0, 420.0, 430.0]) + conc_co2_bg_dict = {"CO2": np.array([410.0, 420.0, 430.0])} with pytest.raises(ValueError): - oac.calc_co2_rf(config, conc_dict, conc_co2_bg) + oac.calc_co2_rf(config, conc_dict, conc_co2_bg_dict) def test_empty_conc_dict(self): """Empty concentration dictionary returns KeyError""" config = {"responses": {"CO2": {"rf": {"method": "IPCC_2001_1"}}}} conc_dict = {} - conc_co2_bg = np.array([410.0, 420.0, 430.0]) + conc_co2_bg_dict = {"CO2": np.array([410.0, 420.0, 430.0])} with pytest.raises(KeyError): - oac.calc_co2_rf(config, conc_dict, conc_co2_bg) + oac.calc_co2_rf(config, conc_dict, conc_co2_bg_dict) From 55667240a3e8a8ef5692668c1898794e6d86dadb Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Wed, 18 Sep 2024 14:55:48 +0200 Subject: [PATCH 03/64] update calc_dtemp: dict i/o --- openairclim/calc_dt.py | 10 +++++----- openairclim/main.py | 15 ++++++--------- 2 files changed, 11 insertions(+), 14 deletions(-) diff --git a/openairclim/calc_dt.py b/openairclim/calc_dt.py index abda88b..b789f95 100644 --- a/openairclim/calc_dt.py +++ b/openairclim/calc_dt.py @@ -13,26 +13,26 @@ D_ARR = [8.4, 409.5] # in years -def calc_dtemp(config, spec, rf_arr): +def calc_dtemp(config, spec, rf_dict): """ Calculates the temperature changes for a single species Args: config (dict): Configuration dictionary from config spec (str): species - rf_arr (np.ndarray): array of radiative forcing values + rf_dict (dict): Dictionary of np.ndarray of radiative forcing values for time range as defined in config Returns: - np.ndarray: array of temperature values for time range as defined in config + dict: Dictionary of np.ndarray of temperature values for time range as defined in config """ + rf_arr = rf_dict[spec] if config["temperature"]["method"] == "Boucher&Reddy": dtemp_arr = calc_dtemp_br2008(config, spec, rf_arr) else: - # TODO Move this check to module read_config msg = "Method for temperature change calculation is not valid." logging.warning(msg) - return dtemp_arr + return {spec: dtemp_arr} def calc_dtemp_br2008( diff --git a/openairclim/main.py b/openairclim/main.py index a67db95..6d9037d 100644 --- a/openairclim/main.py +++ b/openairclim/main.py @@ -78,10 +78,9 @@ def run(file_name): config, rf_co2_dict, result_type="RF", mode="a" ) # Calculate temperature change - dtemp_co2 = oac.calc_dtemp(config, "CO2", rf_co2_dict["CO2"]) - dtemp_dict["CO2"] = dtemp_co2 + dtemp_co2_dict = oac.calc_dtemp(config, "CO2", rf_co2_dict) oac.write_to_netcdf( - config, {"CO2": dtemp_co2}, result_type="dT", mode="a" + config, dtemp_co2_dict, result_type="dT", mode="a" ) else: logging.warning( @@ -138,10 +137,9 @@ def run(file_name): # RF --> dT # Calculate temperature change for spec in species_rf: - dtemp = oac.calc_dtemp(config, spec, rf_interp_dict[spec]) - dtemp_dict[spec] = dtemp + dtemp_dict = oac.calc_dtemp(config, spec, rf_interp_dict) oac.write_to_netcdf( - config, {spec: dtemp}, result_type="dT", mode="a" + config, dtemp_dict, result_type="dT", mode="a" ) if species_tau: resp_tau_dict = oac.open_netcdf_from_config( @@ -173,10 +171,9 @@ def run(file_name): config, rf_ch4_dict, result_type="RF", mode="a" ) # Calculate temperature change - dtemp_ch4 = oac.calc_dtemp(config, "CH4", rf_ch4_dict["CH4"]) - dtemp_dict["CH4"] = dtemp_ch4 + dtemp_ch4_dict = oac.calc_dtemp(config, "CH4", rf_ch4_dict) oac.write_to_netcdf( - config, {"CH4": dtemp_ch4}, result_type="dT", mode="a" + config, dtemp_ch4_dict, result_type="dT", mode="a" ) logging.warning( "Computed values for CH4 response are not scientifially meaningful. " From c1705b3b75aac5928e221a5e7abad4e54d1a1421 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Wed, 18 Sep 2024 16:08:29 +0200 Subject: [PATCH 04/64] Add calc_co2_rf_etminan_2016 --- openairclim/calc_ch4.py | 3 ++- openairclim/calc_co2.py | 55 ++++++++++++++++++++++++++++++++++++++--- 2 files changed, 53 insertions(+), 5 deletions(-) diff --git a/openairclim/calc_ch4.py b/openairclim/calc_ch4.py index 1d3b68e..a31d885 100644 --- a/openairclim/calc_ch4.py +++ b/openairclim/calc_ch4.py @@ -15,6 +15,7 @@ def calc_ch4_concentration(config: dict, tau_inverse_dict: dict) -> dict: """ Calculates the methane (CH4) concentration over time based on methane background and inverse methane lifetime of idealized emission boxes. + Args: config (dict): Configuration dictionary from config tau_inverse_dict (dict): Dictionary of an np.ndarray of inverse lifetime for methane. @@ -119,7 +120,7 @@ def calc_ch4_rf_etminan_2016( conc_ch4_arr = conc_dict["CH4"] conc_ch4_bg_arr = conc_ch4_bg_dict["CH4"] conc_n2o_bg_arr = conc_n2o_bg_dict["N2O"] - a3 = -1.3e-6 + a3 = -1.3e-6 # W/m²/ppb b3 = -8.2e-6 m_0_arr = conc_ch4_bg_arr m_arr = conc_ch4_bg_arr + conc_ch4_arr diff --git a/openairclim/calc_co2.py b/openairclim/calc_co2.py index 3db68cf..ac4d2b4 100644 --- a/openairclim/calc_co2.py +++ b/openairclim/calc_co2.py @@ -2,6 +2,7 @@ import numpy as np from openairclim.construct_conc import calc_inv_sums +from openairclim.construct_conc import interp_bg_conc from openairclim.utils import tgco2_to_tgc from openairclim.utils import kg_to_tg @@ -117,7 +118,7 @@ def calc_co2_rf(config, conc_dict, conc_co2_bg_dict): Args: config (dict): Configuration dictionary from config conc_dict (dict): Dictionary with array of concentrations - between the starting and ending years, keys is species + between the starting and ending years, key is species conc_co2_bg_dict (dict): Dictionary of np.ndarray of background CO2 concentrations between the starting and ending years, key is species Raises: @@ -137,6 +138,12 @@ def calc_co2_rf(config, conc_dict, conc_co2_bg_dict): elif method == "IPCC_2001_3": rf_dict = calc_co2_rf_ipcc_2001_3(conc_dict, conc_co2_bg_dict) return rf_dict + elif method == "Etminan_2016": + conc_n2o_bg_dict = interp_bg_conc(config, "N2O") + rf_dict = calc_co2_rf_etminan_2016( + conc_dict, conc_co2_bg_dict, conc_n2o_bg_dict + ) + return rf_dict else: raise ValueError("CO2.rf.method in config file is invalid.") @@ -146,7 +153,7 @@ def calc_co2_rf_ipcc_2001_1(conc_dict, conc_co2_bg_dict): after IPCC 2001, Table 6.2, first row Args: - conc_co2 (dict): Dictionary with array of aircraft concentrations + conc_co2 (dict): Dictionary with array of concentrations between the starting and ending years, keys is species conc_co2_bg_dict (dict): Dictionary of np.ndarray of background CO2 concentrations between the starting and ending years, key is species @@ -166,7 +173,7 @@ def calc_co2_rf_ipcc_2001_2(conc_dict, conc_co2_bg_dict): after IPCC 2001, Table 6.2, second row Args: - conc_co2 (dict): Dictionary with array of aircraft concentrations + conc_co2 (dict): Dictionary with array of concentrations between the starting and ending years, keys is species conc_co2_bg_dict (dict): Dictionary of np.ndarray of background CO2 concentrations between the starting and ending years, key is species @@ -188,7 +195,7 @@ def calc_co2_rf_ipcc_2001_3(conc_dict, conc_co2_bg_dict): after IPCC 2001, Table 6.2, third row Args: - conc_co2 (dict): Dictionary with array of aircraft concentrations + conc_co2 (dict): Dictionary with array of concentrations between the starting and ending years, keys is species conc_co2_bg_dict (dict): Dictionary of np.ndarray of background CO2 concentrations between the starting and ending years, key is species @@ -205,3 +212,43 @@ def g(conc): conc_co2_bg = conc_co2_bg_dict["CO2"] rf_co2_arr = 3.35 * (g(conc_co2_arr + conc_co2_bg) - g(conc_co2_bg)) return {"CO2": rf_co2_arr} + + +def calc_co2_rf_etminan_2016( + conc_dict: dict, conc_co2_bg_dict: dict, conc_n2o_bg_dict: dict +) -> dict: + """Calculates the radiative forcing values for emitted CO2 concentrations after + Etminan, M., Myhre, G., Highwood, E. J., & Shine, K. P. (2016). Radiative forcing + of carbon dioxide, methane, and nitrous oxide: A significant revision of the + methane radiative forcing. Geophysical Research Letters, 43(24), 12-614. + https://doi.org/10.1002/2016GL071930 + + Args: + conc_dict (dict): Dictionary with array of concentrations + between the starting and ending years, keys is species + conc_co2_bg_dict (dict): Dictionary of np.ndarray of background CO2 concentrations + between the starting and ending years, key is species + conc_n2o_bg_dict (dict): Dictionary of np.ndarray of background N2O concentrations + between the starting and ending years, key is species + + Returns: + dict: Dictionary with np.ndarray of CO2 radiative forcing values + between the starting and ending years, key is species CO2 + """ + # TODO Check this method! Check units: ppmv vs. ppm ? + conc_co2_arr = conc_dict["CO2"] + conc_co2_bg_arr = conc_co2_bg_dict["CO2"] + conc_n2o_bg_arr = conc_n2o_bg_dict["N2O"] + a1 = -2.4e-7 # W/m²/ppm + b1 = 7.2e-4 + c1 = -2.1e-4 + c_0_arr = conc_co2_bg_arr + c_arr = conc_co2_bg_arr + conc_co2_arr + n_mean_arr = conc_n2o_bg_arr + rf_co2_arr = ( + a1 * (c_arr - c_0_arr) ** 2 + + b1 * abs(c_arr - c_0_arr) + + c1 * n_mean_arr + + 5.36 + ) * np.log(c_arr / c_0_arr) + return {"CO2": rf_co2_arr} From 2dc99a913bfbeac9d6d38e59b5a315c340486912 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 20 Sep 2024 15:45:06 +0200 Subject: [PATCH 05/64] Update write_output: RESULT_TYPE_DICT --- example/example.toml | 3 ++- openairclim/main.py | 2 +- openairclim/write_output.py | 28 ++++++++++++++++++++++------ 3 files changed, 25 insertions(+), 8 deletions(-) diff --git a/example/example.toml b/example/example.toml index 3b96f5c..c732d32 100644 --- a/example/example.toml +++ b/example/example.toml @@ -66,9 +66,10 @@ N2O.scenario = "SSP2-4.5" [responses] CO2.response_grid = "0D" CO2.conc.method = "Sausen&Schumann" -CO2.rf.method = "IPCC_2001_1" # IPCC 2001, Table 6.2 first row +#CO2.rf.method = "IPCC_2001_1" # IPCC 2001, Table 6.2 first row #CO2.rf.method = "IPCC_2001_2" # IPCC 2001, Table 6.2 second row #CO2.rf.method = "IPCC_2001_3" # IPCC 2001, Table 6.2 third row +CO2.rf.method = "Etminan_2016" # Etminan et al. 2016 H2O.response_grid = "2D" H2O.rf.file = "repository/resp_RF.nc" diff --git a/openairclim/main.py b/openairclim/main.py index 6d9037d..057a375 100644 --- a/openairclim/main.py +++ b/openairclim/main.py @@ -158,7 +158,7 @@ def run(file_name): config, tau_inverse_interp_dict ) oac.write_to_netcdf( - config, conc_ch4_dict, result_type="conc_ppb", mode="a" + config, conc_ch4_dict, result_type="conc", mode="a" ) # Get background concentrations conc_ch4_bg_dict = oac.interp_bg_conc(config, "CH4") diff --git a/openairclim/write_output.py b/openairclim/write_output.py index 35a1494..46857b6 100644 --- a/openairclim/write_output.py +++ b/openairclim/write_output.py @@ -11,11 +11,27 @@ # CONSTANTS RESULT_TYPE_DICT = { - "emis": {"long_name": "Emission", "units": "Tg"}, - "conc": {"long_name": "Concentration", "units": "ppmv"}, - "conc_ppb": {"long_name": "Concentration", "units": "ppb"}, - "RF": {"long_name": "Radiative Forcing", "units": "W m-2"}, - "dT": {"long_name": "Temperature change", "units": "K"}, + "emis": { + "long_name": "Emission", + "units": {"CO2": "Tg", "H2O": "Tg", "NOx": "Tg"}, + }, + "conc": { + "long_name": "Concentration", + "units": {"CO2": "ppmv", "H2O": "?", "O3": "?", "CH4": "ppbv"}, + }, + "RF": { + "long_name": "Radiative Forcing", + "units": { + "CO2": "W/m²", + "H2O": "W/m²", + "O3": "W/m²", + "CH4": "W/m²", + }, + }, + "dT": { + "long_name": "Temperature change", + "units": {"CO2": "K", "H2O": "K", "O3": "K", "CH4": "K"}, + }, "ATR": {"long_name": "Average Temperature Response", "units": "K"}, "AGWP": { "long_name": "Absolute Global Warming Potential", @@ -76,7 +92,7 @@ def write_to_netcdf(config, val_arr_dict, result_type, mode="w"): val_arr, { "long_name": spec + " " + descr["long_name"], - "units": descr["units"], + "units": descr["units"][spec], }, ) }, From eb5beff8ee44f1236826b37c6ea53d887b2b59d7 Mon Sep 17 00:00:00 2001 From: stefan-voelk <137792887+stefan-voelk@users.noreply.github.com> Date: Mon, 23 Sep 2024 17:05:45 +0200 Subject: [PATCH 06/64] Create install_and_test.yml --- .github/workflows/install_and_test.yml | 39 ++++++++++++++++++++++++++ 1 file changed, 39 insertions(+) create mode 100644 .github/workflows/install_and_test.yml diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml new file mode 100644 index 0000000..844c0e8 --- /dev/null +++ b/.github/workflows/install_and_test.yml @@ -0,0 +1,39 @@ +# This workflow will install Python dependencies, run tests and lint with a single version of Python +# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python + +name: Install and run tests + +on: + push: + branches: [ "dev" ] + pull_request: + branches: [ "dev" ] + +permissions: + contents: read + +jobs: + build: + + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v4 + - name: Set up Python 3.11.5 + uses: actions/setup-python@v3 + with: + python-version: "3.11.5" + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install flake8 pytest + pip install ".[dev]" + - name: Lint with flake8 + run: | + # stop the build if there are Python syntax errors or undefined names + flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics + # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide + flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics + - name: Test with pytest + run: | + pytest From a618e17eb89414be90f0de609bdc748be1da62be Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Thu, 26 Sep 2024 13:03:41 +0200 Subject: [PATCH 07/64] Add github-actions-demo --- .github/workflows/github-actions-demo.yml | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) create mode 100644 .github/workflows/github-actions-demo.yml diff --git a/.github/workflows/github-actions-demo.yml b/.github/workflows/github-actions-demo.yml new file mode 100644 index 0000000..15a61d6 --- /dev/null +++ b/.github/workflows/github-actions-demo.yml @@ -0,0 +1,18 @@ +name: GitHub Actions Demo +run-name: ${{ github.actor }} is testing out GitHub Actions 🚀 +on: [push] +jobs: + Explore-GitHub-Actions: + runs-on: ubuntu-latest + steps: + - run: echo "🎉 The job was automatically triggered by a ${{ github.event_name }} event." + - run: echo "🐧 This job is now running on a ${{ runner.os }} server hosted by GitHub!" + - run: echo "🔎 The name of your branch is ${{ github.ref }} and your repository is ${{ github.repository }}." + - name: Check out repository code + uses: actions/checkout@v4 + - run: echo "💡 The ${{ github.repository }} repository has been cloned to the runner." + - run: echo "🖥️ The workflow is now ready to test your code on the runner." + - name: List files in the repository + run: | + ls ${{ github.workspace }} + - run: echo "🍏 This job's status is ${{ job.status }}." From b4bc7cc118c9eb8feffe9fa623ba9ae5ff2d82b0 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Thu, 26 Sep 2024 15:02:47 +0200 Subject: [PATCH 08/64] Update install_and_test: conda --- .github/workflows/install_and_test.yml | 33 +++++++++++++------------- 1 file changed, 16 insertions(+), 17 deletions(-) diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml index 844c0e8..aa577a9 100644 --- a/.github/workflows/install_and_test.yml +++ b/.github/workflows/install_and_test.yml @@ -14,26 +14,25 @@ permissions: jobs: build: - - runs-on: ubuntu-latest - + name: (${{ matrix.os }}, Miniforge) + runs-on: ${{ matrix.os }} + strategy: + matrix: + os: ["ubuntu-latest"] + python-version: ["3.11.5"] steps: - uses: actions/checkout@v4 - - name: Set up Python 3.11.5 - uses: actions/setup-python@v3 + - name: Setup conda environment + uses: conda-incubator/setup-miniconda/setup-miniconda@v3 with: - python-version: "3.11.5" - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install flake8 pytest - pip install ".[dev]" - - name: Lint with flake8 - run: | - # stop the build if there are Python syntax errors or undefined names - flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics - # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide - flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics + auto-update-conda: true + python-version: ${{ matrix.python-version }} + environment-file: environment_dev.yaml + miniforge-version: latest + - name: Conda info + shell: bash -el {0} + run: conda info - name: Test with pytest run: | + cd tests/ pytest From f1617f0e448d89b3fc444d92a674a5e919c60103 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Thu, 26 Sep 2024 16:21:21 +0200 Subject: [PATCH 09/64] Delete install_and_test.yml --- .github/workflows/install_and_test.yml | 38 -------------------------- 1 file changed, 38 deletions(-) delete mode 100644 .github/workflows/install_and_test.yml diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml deleted file mode 100644 index aa577a9..0000000 --- a/.github/workflows/install_and_test.yml +++ /dev/null @@ -1,38 +0,0 @@ -# This workflow will install Python dependencies, run tests and lint with a single version of Python -# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python - -name: Install and run tests - -on: - push: - branches: [ "dev" ] - pull_request: - branches: [ "dev" ] - -permissions: - contents: read - -jobs: - build: - name: (${{ matrix.os }}, Miniforge) - runs-on: ${{ matrix.os }} - strategy: - matrix: - os: ["ubuntu-latest"] - python-version: ["3.11.5"] - steps: - - uses: actions/checkout@v4 - - name: Setup conda environment - uses: conda-incubator/setup-miniconda/setup-miniconda@v3 - with: - auto-update-conda: true - python-version: ${{ matrix.python-version }} - environment-file: environment_dev.yaml - miniforge-version: latest - - name: Conda info - shell: bash -el {0} - run: conda info - - name: Test with pytest - run: | - cd tests/ - pytest From 8ba74c5c90180ab323768b32c756a6c225e68234 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Thu, 26 Sep 2024 16:22:51 +0200 Subject: [PATCH 10/64] Add install_and_test.yml --- .github/workflows/install_and_test.yml | 38 ++++++++++++++++++++++++++ 1 file changed, 38 insertions(+) create mode 100644 .github/workflows/install_and_test.yml diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml new file mode 100644 index 0000000..aa577a9 --- /dev/null +++ b/.github/workflows/install_and_test.yml @@ -0,0 +1,38 @@ +# This workflow will install Python dependencies, run tests and lint with a single version of Python +# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python + +name: Install and run tests + +on: + push: + branches: [ "dev" ] + pull_request: + branches: [ "dev" ] + +permissions: + contents: read + +jobs: + build: + name: (${{ matrix.os }}, Miniforge) + runs-on: ${{ matrix.os }} + strategy: + matrix: + os: ["ubuntu-latest"] + python-version: ["3.11.5"] + steps: + - uses: actions/checkout@v4 + - name: Setup conda environment + uses: conda-incubator/setup-miniconda/setup-miniconda@v3 + with: + auto-update-conda: true + python-version: ${{ matrix.python-version }} + environment-file: environment_dev.yaml + miniforge-version: latest + - name: Conda info + shell: bash -el {0} + run: conda info + - name: Test with pytest + run: | + cd tests/ + pytest From e6361bb07ee17f2e2d6b441d6a1915bd95066fc1 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Thu, 26 Sep 2024 16:29:37 +0200 Subject: [PATCH 11/64] Update install_and_test.yml --- .github/workflows/install_and_test.yml | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml index aa577a9..d41d299 100644 --- a/.github/workflows/install_and_test.yml +++ b/.github/workflows/install_and_test.yml @@ -20,18 +20,23 @@ jobs: matrix: os: ["ubuntu-latest"] python-version: ["3.11.5"] + defaults: + run: + shell: bash -el {0} steps: - uses: actions/checkout@v4 - name: Setup conda environment - uses: conda-incubator/setup-miniconda/setup-miniconda@v3 + uses: conda-incubator/setup-miniconda@v3 with: auto-update-conda: true python-version: ${{ matrix.python-version }} environment-file: environment_dev.yaml + activate-environment: oac miniforge-version: latest - name: Conda info - shell: bash -el {0} - run: conda info + run: | + conda info + conda list - name: Test with pytest run: | cd tests/ From 7d627b6515513a41594c333f309beae416100ac9 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Thu, 26 Sep 2024 16:43:58 +0200 Subject: [PATCH 12/64] Update install_and_test.yml: ./create_test_files.py --- .github/workflows/install_and_test.yml | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml index d41d299..718adb8 100644 --- a/.github/workflows/install_and_test.yml +++ b/.github/workflows/install_and_test.yml @@ -1,13 +1,14 @@ -# This workflow will install Python dependencies, run tests and lint with a single version of Python -# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python +# This workflow will setup conda, create a virtual environment with required packages and dependencies, +# execute script utils/create_test_files.py, +# and run tests with pytest name: Install and run tests on: push: - branches: [ "dev" ] + branches: [ "main", "dev" ] pull_request: - branches: [ "dev" ] + branches: [ "main", "dev" ] permissions: contents: read @@ -37,6 +38,11 @@ jobs: run: | conda info conda list + - name: Create test files + run: | + cd utils/ + ./create_test_files.py + cd .. - name: Test with pytest run: | cd tests/ From 05d3d0c44a97e3c9b38a5e5e1d16606833fcc000 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Thu, 26 Sep 2024 16:56:06 +0200 Subject: [PATCH 13/64] Update install_and_test.yml: chmod a+x --- .github/workflows/install_and_test.yml | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml index 718adb8..f9676a2 100644 --- a/.github/workflows/install_and_test.yml +++ b/.github/workflows/install_and_test.yml @@ -10,8 +10,8 @@ on: pull_request: branches: [ "main", "dev" ] -permissions: - contents: read +#permissions: +# contents: read jobs: build: @@ -41,6 +41,7 @@ jobs: - name: Create test files run: | cd utils/ + chmod a+x create_test_files.py ./create_test_files.py cd .. - name: Test with pytest From 2a0fd8dc03c5089f5848ba5fd052eb958fe2e978 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Thu, 26 Sep 2024 17:03:46 +0200 Subject: [PATCH 14/64] Fix install_and_test.yml --- .github/workflows/install_and_test.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml index f9676a2..cd055c4 100644 --- a/.github/workflows/install_and_test.yml +++ b/.github/workflows/install_and_test.yml @@ -15,7 +15,7 @@ on: jobs: build: - name: (${{ matrix.os }}, Miniforge) + name: Install and test on (${{ matrix.os }}, Miniforge) runs-on: ${{ matrix.os }} strategy: matrix: @@ -29,7 +29,7 @@ jobs: - name: Setup conda environment uses: conda-incubator/setup-miniconda@v3 with: - auto-update-conda: true + auto-update-conda: false python-version: ${{ matrix.python-version }} environment-file: environment_dev.yaml activate-environment: oac @@ -42,7 +42,7 @@ jobs: run: | cd utils/ chmod a+x create_test_files.py - ./create_test_files.py + python create_test_files.py cd .. - name: Test with pytest run: | From c14626ddbc00aeafb0a18c5e2170d0c40b9f6f4a Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Thu, 26 Sep 2024 17:11:31 +0200 Subject: [PATCH 15/64] Add utils/__init__.py --- utils/__init__.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 utils/__init__.py diff --git a/utils/__init__.py b/utils/__init__.py new file mode 100644 index 0000000..e69de29 From 9d608295db8a942984d7fff5b3dc0d6eb47f0517 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 10:48:24 +0200 Subject: [PATCH 16/64] Move create_test_data to utils/ --- {tests => utils}/create_test_data.py | 0 utils/create_test_files.py | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) rename {tests => utils}/create_test_data.py (100%) diff --git a/tests/create_test_data.py b/utils/create_test_data.py similarity index 100% rename from tests/create_test_data.py rename to utils/create_test_data.py diff --git a/utils/create_test_files.py b/utils/create_test_files.py index 3673e02..2a71459 100644 --- a/utils/create_test_files.py +++ b/utils/create_test_files.py @@ -1,7 +1,7 @@ """Create files for testing purposes""" import os -from tests import create_test_data as ctd +from utils import create_test_data as ctd # CONSTANTS REPO_PATH = "../tests/repository/" From bcd9005c31f695efd7fd5b72dcc6309429ad251d Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 11:13:50 +0200 Subject: [PATCH 17/64] Update install_and_test.yml: set PYTHONPATH --- .github/workflows/install_and_test.yml | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml index cd055c4..8b8ec96 100644 --- a/.github/workflows/install_and_test.yml +++ b/.github/workflows/install_and_test.yml @@ -38,6 +38,12 @@ jobs: run: | conda info conda list + - name: Set PYTHONPATH variable + run: + PWD=$(pwd) + PYTHONPATH=$PWD/utils:$PWD/tests:$PYTHONPATH + echo "PYTHONPATH=$PYTHONPATH" >> $GITHUB_ENV + echo $GITHUB_ENV - name: Create test files run: | cd utils/ From 74c7f085d176e1f24c5b085e5de7ed4b8c0d96ca Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 13:24:48 +0200 Subject: [PATCH 18/64] Update install_and_test.yml: GITHUB_ENV --- .github/workflows/install_and_test.yml | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml index 8b8ec96..73e94ae 100644 --- a/.github/workflows/install_and_test.yml +++ b/.github/workflows/install_and_test.yml @@ -39,9 +39,8 @@ jobs: conda info conda list - name: Set PYTHONPATH variable - run: - PWD=$(pwd) - PYTHONPATH=$PWD/utils:$PWD/tests:$PYTHONPATH + run: | + PYTHONPATH="$GITHUB_WORKSPACE/utils:$GITHUB_WORKSPACE/tests:$PYTHONPATH" echo "PYTHONPATH=$PYTHONPATH" >> $GITHUB_ENV echo $GITHUB_ENV - name: Create test files From b60f8263ba22743d81ce40ba6dff0254be0b8adf Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 13:36:24 +0200 Subject: [PATCH 19/64] Update github-actions-demo --- .github/workflows/github-actions-demo.yml | 24 ++++++++++++----------- 1 file changed, 13 insertions(+), 11 deletions(-) diff --git a/.github/workflows/github-actions-demo.yml b/.github/workflows/github-actions-demo.yml index 15a61d6..bc40aca 100644 --- a/.github/workflows/github-actions-demo.yml +++ b/.github/workflows/github-actions-demo.yml @@ -5,14 +5,16 @@ jobs: Explore-GitHub-Actions: runs-on: ubuntu-latest steps: - - run: echo "🎉 The job was automatically triggered by a ${{ github.event_name }} event." - - run: echo "🐧 This job is now running on a ${{ runner.os }} server hosted by GitHub!" - - run: echo "🔎 The name of your branch is ${{ github.ref }} and your repository is ${{ github.repository }}." - - name: Check out repository code - uses: actions/checkout@v4 - - run: echo "💡 The ${{ github.repository }} repository has been cloned to the runner." - - run: echo "🖥️ The workflow is now ready to test your code on the runner." - - name: List files in the repository - run: | - ls ${{ github.workspace }} - - run: echo "🍏 This job's status is ${{ job.status }}." + - name: Setup conda environment + uses: conda-incubator/setup-miniconda@v3 + with: + auto-update-conda: false + python-version: ["3.11.5"] + miniforge-version: latest + - name: Conda info + run: | + conda info + conda list + - name: Set PYTHONPATH variable + run: | + echo $PYTHONPATH \ No newline at end of file From b4ed31671c650e55a19117c88b3f712edd0117d9 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 13:41:02 +0200 Subject: [PATCH 20/64] Update github-actions-demo.yml: matrix --- .github/workflows/github-actions-demo.yml | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/.github/workflows/github-actions-demo.yml b/.github/workflows/github-actions-demo.yml index bc40aca..117c83c 100644 --- a/.github/workflows/github-actions-demo.yml +++ b/.github/workflows/github-actions-demo.yml @@ -3,13 +3,17 @@ run-name: ${{ github.actor }} is testing out GitHub Actions 🚀 on: [push] jobs: Explore-GitHub-Actions: - runs-on: ubuntu-latest + runs-on: ${{ matrix.os }} + strategy: + matrix: + os:: ["ubuntu-latest"] + python-version: ["3.11.5"] steps: - name: Setup conda environment uses: conda-incubator/setup-miniconda@v3 with: auto-update-conda: false - python-version: ["3.11.5"] + python-version: ${{ matrix.python-version }} miniforge-version: latest - name: Conda info run: | From 54951595d8044ca01c22f4ee28776f63bedafa55 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 13:42:14 +0200 Subject: [PATCH 21/64] Fix github-actions-demo.yml --- .github/workflows/github-actions-demo.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/github-actions-demo.yml b/.github/workflows/github-actions-demo.yml index 117c83c..6cea2ac 100644 --- a/.github/workflows/github-actions-demo.yml +++ b/.github/workflows/github-actions-demo.yml @@ -6,7 +6,7 @@ jobs: runs-on: ${{ matrix.os }} strategy: matrix: - os:: ["ubuntu-latest"] + os: ["ubuntu-latest"] python-version: ["3.11.5"] steps: - name: Setup conda environment From ecb38569cbfa2bbd7824d2644ce5567d31fba29b Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 13:53:16 +0200 Subject: [PATCH 22/64] Update github-actions-demo.yml: python -c --- .github/workflows/github-actions-demo.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/github-actions-demo.yml b/.github/workflows/github-actions-demo.yml index 6cea2ac..be27342 100644 --- a/.github/workflows/github-actions-demo.yml +++ b/.github/workflows/github-actions-demo.yml @@ -21,4 +21,4 @@ jobs: conda list - name: Set PYTHONPATH variable run: | - echo $PYTHONPATH \ No newline at end of file + python -c "import sys, os; sys.path.append(os.getcwd()); print(sys.path)" From 88eea4441a9f000e020726ab8e67a4a43feebdc0 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 14:00:23 +0200 Subject: [PATCH 23/64] Update install_and_test.yml: sys.path --- .github/workflows/github-actions-demo.yml | 2 +- .github/workflows/install_and_test.yml | 6 +----- 2 files changed, 2 insertions(+), 6 deletions(-) diff --git a/.github/workflows/github-actions-demo.yml b/.github/workflows/github-actions-demo.yml index be27342..c89542f 100644 --- a/.github/workflows/github-actions-demo.yml +++ b/.github/workflows/github-actions-demo.yml @@ -19,6 +19,6 @@ jobs: run: | conda info conda list - - name: Set PYTHONPATH variable + - name: Set sys.path run: | python -c "import sys, os; sys.path.append(os.getcwd()); print(sys.path)" diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml index 73e94ae..53a5b3e 100644 --- a/.github/workflows/install_and_test.yml +++ b/.github/workflows/install_and_test.yml @@ -38,14 +38,10 @@ jobs: run: | conda info conda list - - name: Set PYTHONPATH variable - run: | - PYTHONPATH="$GITHUB_WORKSPACE/utils:$GITHUB_WORKSPACE/tests:$PYTHONPATH" - echo "PYTHONPATH=$PYTHONPATH" >> $GITHUB_ENV - echo $GITHUB_ENV - name: Create test files run: | cd utils/ + python -c "import sys, os; sys.path.append(os.getcwd()); print(sys.path)" chmod a+x create_test_files.py python create_test_files.py cd .. From f13577a6d9cb504544222b51b3ea1c2491d803b0 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 14:24:40 +0200 Subject: [PATCH 24/64] Update utils/__init__.py --- .github/workflows/install_and_test.yml | 1 - utils/__init__.py | 10 ++++++++++ utils/create_test_data.py | 2 +- utils/create_test_files.py | 3 ++- 4 files changed, 13 insertions(+), 3 deletions(-) diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml index 53a5b3e..cd055c4 100644 --- a/.github/workflows/install_and_test.yml +++ b/.github/workflows/install_and_test.yml @@ -41,7 +41,6 @@ jobs: - name: Create test files run: | cd utils/ - python -c "import sys, os; sys.path.append(os.getcwd()); print(sys.path)" chmod a+x create_test_files.py python create_test_files.py cd .. diff --git a/utils/__init__.py b/utils/__init__.py index e69de29..9c02582 100644 --- a/utils/__init__.py +++ b/utils/__init__.py @@ -0,0 +1,10 @@ +""" Through __init__.py utils is recognized as a Python package. + +Objects defined within the submodules are made available +to the user by "import utils". +""" + +from utils.create_artificial_inventories import * # noqa: F401, F403 +from utils.create_test_data import * # noqa: F401, F403 +from utils.create_test_files import * # noqa: F401, F403 +from utils.create_time_evolution import * # noqa: F401, F403 diff --git a/utils/create_test_data.py b/utils/create_test_data.py index a4bb70c..c50ed4b 100644 --- a/utils/create_test_data.py +++ b/utils/create_test_data.py @@ -4,7 +4,7 @@ import numpy as np import xarray as xr -from utils import create_artificial_inventories as cai +import utils.create_artificial_inventories as cai def create_test_conc_resp(): diff --git a/utils/create_test_files.py b/utils/create_test_files.py index 2a71459..acf79ab 100644 --- a/utils/create_test_files.py +++ b/utils/create_test_files.py @@ -1,7 +1,8 @@ """Create files for testing purposes""" import os -from utils import create_test_data as ctd +import utils.create_test_data as ctd + # CONSTANTS REPO_PATH = "../tests/repository/" From fd8480a85fc3ab88a00e311668cb94ef11ff5462 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 14:37:53 +0200 Subject: [PATCH 25/64] Update create_test_files.py: import --- utils/__init__.py | 14 ++++---------- utils/create_test_files.py | 2 +- 2 files changed, 5 insertions(+), 11 deletions(-) diff --git a/utils/__init__.py b/utils/__init__.py index 9c02582..5424988 100644 --- a/utils/__init__.py +++ b/utils/__init__.py @@ -1,10 +1,4 @@ -""" Through __init__.py utils is recognized as a Python package. - -Objects defined within the submodules are made available -to the user by "import utils". -""" - -from utils.create_artificial_inventories import * # noqa: F401, F403 -from utils.create_test_data import * # noqa: F401, F403 -from utils.create_test_files import * # noqa: F401, F403 -from utils.create_time_evolution import * # noqa: F401, F403 +# from utils.create_artificial_inventories import * # noqa: F401, F403 +# from utils.create_test_data import * # noqa: F401, F403 +# from utils.create_test_files import * # noqa: F401, F403 +# from utils.create_time_evolution import * # noqa: F401, F403 diff --git a/utils/create_test_files.py b/utils/create_test_files.py index acf79ab..6de47fa 100644 --- a/utils/create_test_files.py +++ b/utils/create_test_files.py @@ -1,7 +1,7 @@ """Create files for testing purposes""" import os -import utils.create_test_data as ctd +import create_test_data as ctd # CONSTANTS From 4a5be73f7e7b3a1d3499a053aa7f8769616817d3 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 14:42:53 +0200 Subject: [PATCH 26/64] Update create_test_data.py: import --- utils/create_test_data.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/utils/create_test_data.py b/utils/create_test_data.py index c50ed4b..46c0c8d 100644 --- a/utils/create_test_data.py +++ b/utils/create_test_data.py @@ -4,7 +4,7 @@ import numpy as np import xarray as xr -import utils.create_artificial_inventories as cai +import create_artificial_inventories as cai def create_test_conc_resp(): From cd724133dbed0c778f42dad5fb720e96891bc078 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 14:50:59 +0200 Subject: [PATCH 27/64] Update create_artificial_inventories.py: import --- utils/create_artificial_inventories.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/utils/create_artificial_inventories.py b/utils/create_artificial_inventories.py index 7a491e3..eeb1348 100644 --- a/utils/create_artificial_inventories.py +++ b/utils/create_artificial_inventories.py @@ -6,7 +6,7 @@ import pandas as pd import xarray as xr import matplotlib.pyplot as plt -from openairclim.plot import plot_inventory_vertical_profiles +import openairclim as oac # CONSTANTS EI_CO2 = 3.16 # Lee et al. 2010, Table 1, doi:10.1016/j.atmosenv.2009.06.005 @@ -302,5 +302,5 @@ def plot_sample_emission_inventory(rnd_inv_dict): if __name__ == "__main__": art_inv_dict = ArtificialInventoryDict(year_arr=YEAR_ARR).create() convert_xr_dict_to_nc(art_inv_dict) - plot_inventory_vertical_profiles(art_inv_dict) + oac.plot_inventory_vertical_profiles(art_inv_dict) plot_sample_emission_inventory(art_inv_dict) From 0310c79fd1372a2927310c3fe8ad19f0299b4059 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 14:56:23 +0200 Subject: [PATCH 28/64] Update create_artificial_inventories.py --- utils/create_artificial_inventories.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/utils/create_artificial_inventories.py b/utils/create_artificial_inventories.py index eeb1348..b15e70c 100644 --- a/utils/create_artificial_inventories.py +++ b/utils/create_artificial_inventories.py @@ -6,7 +6,7 @@ import pandas as pd import xarray as xr import matplotlib.pyplot as plt -import openairclim as oac + # CONSTANTS EI_CO2 = 3.16 # Lee et al. 2010, Table 1, doi:10.1016/j.atmosenv.2009.06.005 @@ -300,6 +300,8 @@ def plot_sample_emission_inventory(rnd_inv_dict): if __name__ == "__main__": + import openairclim as oac + art_inv_dict = ArtificialInventoryDict(year_arr=YEAR_ARR).create() convert_xr_dict_to_nc(art_inv_dict) oac.plot_inventory_vertical_profiles(art_inv_dict) From a492e0506ee3db1c12c44760026b4829c693e80a Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 15:52:56 +0200 Subject: [PATCH 29/64] Update README: Install and Test workflow badge --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index ed4e847..82cb3f2 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,8 @@ # OpenAirClim [![DOI](https://zenodo.org/badge/851165490.svg)](https://zenodo.org/doi/10.5281/zenodo.13682728) +![Install and Test workflow](https://github.com/dlr-pa/oac/tree/dev/.github/workflows/install_and_test.yml/badge.svg) + ## Description From ecfa9c9d46f04215a9a8bdc4c3299cb0de5de04e Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 15:56:58 +0200 Subject: [PATCH 30/64] Update README --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 82cb3f2..6439f6a 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ # OpenAirClim [![DOI](https://zenodo.org/badge/851165490.svg)](https://zenodo.org/doi/10.5281/zenodo.13682728) -![Install and Test workflow](https://github.com/dlr-pa/oac/tree/dev/.github/workflows/install_and_test.yml/badge.svg) +![Install and Test workflow](https://github.com/dlr-pa/oac/actions/workflows/install_and_test.yml/badge.svg) ## Description From 0b357a4c9d10b0cf81c36427820372a31327f529 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 16:01:11 +0200 Subject: [PATCH 31/64] Test install_and_test badge --- .github/workflows/install_and_test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml index cd055c4..f331afd 100644 --- a/.github/workflows/install_and_test.yml +++ b/.github/workflows/install_and_test.yml @@ -19,7 +19,7 @@ jobs: runs-on: ${{ matrix.os }} strategy: matrix: - os: ["ubuntu-latest"] + os: ["blabla-latest"] python-version: ["3.11.5"] defaults: run: From 53f4e9ae7f89c35c3d1bb7391b60756110f6f3f3 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Fri, 27 Sep 2024 16:03:44 +0200 Subject: [PATCH 32/64] Fix install_and_test.yml --- .github/workflows/install_and_test.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/install_and_test.yml b/.github/workflows/install_and_test.yml index f331afd..cd055c4 100644 --- a/.github/workflows/install_and_test.yml +++ b/.github/workflows/install_and_test.yml @@ -19,7 +19,7 @@ jobs: runs-on: ${{ matrix.os }} strategy: matrix: - os: ["blabla-latest"] + os: ["ubuntu-latest"] python-version: ["3.11.5"] defaults: run: From c9ece8f16c9bab87505f8876c48047fe3b0ea404 Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Thu, 17 Oct 2024 12:47:45 +0200 Subject: [PATCH 33/64] Add calc_cont.py file --- openairclim/calc_cont.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 openairclim/calc_cont.py diff --git a/openairclim/calc_cont.py b/openairclim/calc_cont.py new file mode 100644 index 0000000..e69de29 From 3914240ccf6fe4077d5ebfae25b26b39eb9898a3 Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Fri, 18 Oct 2024 14:50:32 +0200 Subject: [PATCH 34/64] Added contrail grid area calculation --- openairclim/calc_cont.py | 33 +++++++++++++++++++++++++++++++++ 1 file changed, 33 insertions(+) diff --git a/openairclim/calc_cont.py b/openairclim/calc_cont.py index e69de29..72b5ecc 100644 --- a/openairclim/calc_cont.py +++ b/openairclim/calc_cont.py @@ -0,0 +1,33 @@ +"""Calculates the contrail response.""" + +import numpy as np + +# CONSTANTS +R_EARTH = 6371. # [km] radius of Earth + + +def calc_cont_grid_areas(lat, dlon_deg=3.75): + """Calculate the cell area of the contrail grid using a simplified method. + This assume a regular grid spacing of `dlon_deg` in longitudinal direction. + + Args: + lat (np.ndarray): Latitudes of the grid cells [deg]. + dlon_deg (float): Longitude increment [deg]. Defaults to 3.75 deg. + + Returns: + np.ndarray : Contrail grid cell areas as a function of latitude [km^2]. + """ + + # calculate dlon (assumes regular longitudinal grid spacing) + dlon = dlon_deg / 360. * 2 * np.pi * R_EARTH + + # calculate dlat + lat_padded = np.concatenate(([90], lat, [-90])) # add +/-90 deg + lat_between = lat_padded[:-1] + 0.5 * (lat_padded[1:] - lat_padded[:-1]) + dlat_deg = np.diff(lat_between) + dlat = R_EARTH * np.abs(np.sin(np.deg2rad(lat_between[:-1])) - + np.sin(np.deg2rad(lat_between[1:]))) + + return dlon * dlat + + From bde76487069934a1aa2c6b53e0a8de17a116d55e Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Wed, 23 Oct 2024 17:20:06 +0200 Subject: [PATCH 35/64] Translated AirClim 2.1 contrail module Currently valid only for Jet-A1 --- example/example.toml | 19 ++-- openairclim/__init__.py | 1 + openairclim/calc_cont.py | 218 +++++++++++++++++++++++++++++++++++- openairclim/main.py | 33 +++++- openairclim/read_config.py | 7 +- openairclim/read_netcdf.py | 2 +- openairclim/write_output.py | 7 +- 7 files changed, 270 insertions(+), 17 deletions(-) diff --git a/example/example.toml b/example/example.toml index c732d32..15d70ef 100644 --- a/example/example.toml +++ b/example/example.toml @@ -3,23 +3,23 @@ # Species considered [species] # Species defined in emission inventories -# possible values: "CO2", "H2O", "NOx" -inv = ["CO2", "H2O", "NOx"] +# possible values: "CO2", "H2O", "NOx", "distance" +inv = ["CO2", "H2O", "NOx", "distance"] # Assumed NOx species in emission inventory # possible values: "NO", "NO2" nox = "NO" # Output / response species # possible values: "CO2", "H2O" -out = ["CO2", "H2O", "CH4"] +out = ["CO2", "H2O", "CH4", "cont"] # Emission inventories [inventories] dir = "repository/" files = [ - "rnd_inv_2020.nc", - "rnd_inv_2030.nc", - "rnd_inv_2040.nc", - "rnd_inv_2050.nc", + "emi_inv_2020.nc", +# "emi_inv_2030.nc", +# "emi_inv_2040.nc", + "emi_inv_2050.nc", # "rnd_inv_2060.nc", # "rnd_inv_2070.nc", # "rnd_inv_2080.nc", @@ -77,6 +77,10 @@ CH4.response_grid = "2D" CH4.tau.file = "repository/resp_ch4.nc" CH4.rf.method = "Etminan_2016" +cont.response_grid = "cont" +cont.G_comp = 0.04 # conventional: 0.04; hydrogen: 0.12 +cont.eff_fac = 1.0 # + # Temperature options [temperature] # valid methods: "Boucher&Reddy" @@ -88,6 +92,7 @@ CO2.lambda = 0.73 H2O.efficacy = 1.14 O3.efficacy = 1.37 CH4.efficacy = 1.14 +cont.efficacy = 0.59 # Climate metrics options [metrics] diff --git a/openairclim/__init__.py b/openairclim/__init__.py index adb1d30..2618b7c 100644 --- a/openairclim/__init__.py +++ b/openairclim/__init__.py @@ -14,6 +14,7 @@ from openairclim.calc_response import * # noqa: F401, F403 from openairclim.calc_co2 import * # noqa: F401, F403 from openairclim.calc_ch4 import * # noqa: F401, F403 +from openairclim.calc_cont import * # noqa: F401, F403 from openairclim.calc_dt import * # noqa: F401, F403 from openairclim.calc_metric import * # noqa: F401, F403 from openairclim.uncertainties import * # noqa: F401, F403 diff --git a/openairclim/calc_cont.py b/openairclim/calc_cont.py index 72b5ecc..37806b7 100644 --- a/openairclim/calc_cont.py +++ b/openairclim/calc_cont.py @@ -1,14 +1,41 @@ -"""Calculates the contrail response.""" +"""Calculates the contrail response. + +_author_: Liam Megill +_email_: liam.megill@dlr.de +""" import numpy as np +from openairclim.read_netcdf import open_netcdf +from openairclim.interpolate_time import apply_evolution # CONSTANTS R_EARTH = 6371. # [km] radius of Earth +KAPPA = 287. / 1003.5 # TBD + +# DEFINITION OF CONTRAIL GRID (from AirClim 2.1) +nlon = 96; nlat = 48; nlev = 39 +cc_lon_vals = np.arange(0, 360, 3.75) +cc_lat_vals = np.array([ + 87.1591, 83.47892, 79.77705, 76.07024, 72.36156, 68.65202, + 64.94195, 61.23157, 57.52099, 53.81027, 50.09945, 46.38856, 42.6776, + 38.96661, 35.25558, 31.54452, 27.83344, 24.12235, 20.41124, 16.70012, + 12.98899, 9.277853, 5.566714, 1.855572, -1.855572, -5.566714, -9.277853, + -12.98899, -16.70012, -20.41124, -24.12235, -27.83344, -31.54452, + -35.25558, -38.96661, -42.6776, -46.38856, -50.09945, -53.81027, + -57.52099, -61.23157, -64.94195, -68.65202, -72.36156, -76.07024, + -79.77705, -83.47892, -87.1591 +]) +cc_plev_vals = np.array([ + 1014., 996., 968., 921., 865., 809., 755., 704., + 657., 613., 573., 535., 499., 466., 434., 405., 377., 350., 325., 301., + 278., 256., 236., 216., 198., 180., 163., 147., 131., 117., 103.0, 89., + 76.0, 64.0, 52.0, 41.0, 30.0, 20.0, 10.0 +]) def calc_cont_grid_areas(lat, dlon_deg=3.75): """Calculate the cell area of the contrail grid using a simplified method. - This assume a regular grid spacing of `dlon_deg` in longitudinal direction. + This assumes a regular grid spacing of `dlon_deg` in longitudinal direction. Args: lat (np.ndarray): Latitudes of the grid cells [deg]. @@ -27,7 +54,192 @@ def calc_cont_grid_areas(lat, dlon_deg=3.75): dlat_deg = np.diff(lat_between) dlat = R_EARTH * np.abs(np.sin(np.deg2rad(lat_between[:-1])) - np.sin(np.deg2rad(lat_between[1:]))) - + return dlon * dlat +def calc_cont_weighting(config, val): + """Calculate weighting functions for the contrail grid developed by + Ludwig Hüttenhofer (Bachelorarbeit LMU, 2013). This assumes the + contrail grid developed for AirClim 2.1 (Dahlmann et al., 2016). + + Args: + config (dict): Configuration dictionary from config file. + val (str): Weighting value to calculate. Choice of "w1", "w2" or "w3" + + Raises: + ValueError: if invalid value is passed for "val". + + Returns: + np.ndarray: Array of size (nlat) with weighting values for each + latitude value + """ + + # Eq. 3.3.4 of Hüttenhofer (2013); "rel" in AirClim 2.1 + if val == "w1": + idxs = (cc_lat_vals > 68) | (cc_lat_vals < -53) # as in AirClim 2.1 + res = np.where(idxs, 1, 0.863 * np.cos(np.pi * cc_lat_vals / 50.) + 1.615) + + # "fkt_g" in AirClim 2.1 + elif val == "w2": + eff_fac = config["responses"]["cont"]["eff_fac"] + res = 1. + 15. * np.abs(0.045 * np.cos(cc_lat_vals * 0.045) + 0.045) * (eff_fac - 1.) + + # Eq. 3.3.10 of Hüttenhofer (2013); RF weighting in AirClim 2.1 + elif val == "w3": + res = 1. + 0.24 * np.cos(cc_lat_vals * np.pi / 23.) + + # raise error in case val invalid + else: + raise ValueError(f"Contrail weighting parameter {val} is invalid.") + + return res + + +def calc_cfdd(config: dict, inv_dict: dict) -> dict: + """Calculate the Contrail Flight Distance Density (CFDD) for each year in + inv_dict. This function uses the p_SAC data calculated during the + development of AirClim 2.1 (Dahlmann et al., 2016). + + Args: + config (dict): Configuration dictionary from config file. + inv_dict (dict): Dictionary of emission inventory xarrays, + keys are inventory years. + + Returns: + dict: Dictionary with CFDD values [km/km2], keys are inventory years + """ + + # load data calculated during the development of AirClim 2.1 + ds_cont = open_netcdf("repository/resp_cont.nc")["resp_cont"] + + # calculate p_SAC for aircraft G + G_comp = config["responses"]["cont"]["G_comp"] + G_comp_con = 0.04 # EIH2O 1.25, Q 43.6e6, eta 0.3 + G_comp_lh2 = 0.12 # EIH2O 8.94, Q 120.9e6, eta 0.4 + x = (G_comp - G_comp_con) / ( G_comp_lh2 - G_comp) + p_SAC = (1. - x) * ds_cont.SAC_CON + x * ds_cont.SAC_LH2 + + # calculate contrail grid areas + areas = calc_cont_grid_areas(cc_lat_vals) + + # calculate CFDD + # p_SAC is interpolated using a power law over pressure level and using + # a nearest neighbour for latitude and longitude. + cfdd_dict = {} + for year, inv in inv_dict.items(): + + # initialise arrays for storage + intrp_sigma_vals = np.empty_like(inv.index.data, dtype=np.float64) + p_sac_avg = np.empty_like(inv.index.data, dtype=np.float64) + sum_km = np.zeros((nlat, nlon)) + + # find indices + lat_idxs = np.abs(cc_lat_vals[:, np.newaxis] - inv.lat.data).argmin(axis=0) + lon_idxs = np.abs(cc_lon_vals[:, np.newaxis] - inv.lon.data).argmin(axis=0) + plev_idxs = len(cc_plev_vals) - np.searchsorted(cc_plev_vals[::-1], + inv.plev.data, side="right") + + # interpolate over plev using power law between upper and lower bounds + plev_ub = cc_plev_vals[plev_idxs] + plev_lb = cc_plev_vals[plev_idxs-1] + sigma_plev = 1 - ((inv.plev.data ** KAPPA - plev_lb ** KAPPA) / + (plev_ub ** KAPPA - plev_lb ** KAPPA)) + + # calculate p_SAC + p_SAC_ub = p_SAC.values[lat_idxs, lon_idxs, plev_idxs] + p_SAC_lb = p_SAC.values[lat_idxs, lon_idxs, plev_idxs-1] + p_SAC_intrp = sigma_plev * p_SAC_lb + (1 - sigma_plev) * p_SAC_ub + + # calculate and store CFDD + # 1800s since ISS & p_SAC were developed in 30min intervals + # 3153600s in one year + sum_contrib = inv.distance.data * p_SAC_intrp * 1800. / 31536000. + np.add.at(sum_km, (lat_idxs, lon_idxs), sum_contrib) + cfdd = sum_km / areas[:, np.newaxis] + cfdd_dict[year] = cfdd + + return cfdd_dict + + +def calc_cccov(config, cfdd_dict): + """Calculate contrail cirrus coverage using the relationship developed for + AirClim 2.1 (Dahlmann et al., 2016). + + Args: + config (dict): Configuration dictionary from config file. + cfdd_dict (dict): Dictionary with CFDD values [km/km2], keys are + inventory years. + + Returns: + dict: Dictionary with cccov values, keys are inventory years + """ + + # load data calculated during the development of AirClim 2.1 + ds_cont = open_netcdf("repository/resp_cont.nc")["resp_cont"] + eff_fac = config["responses"]["cont"]["eff_fac"] + w1 = calc_cont_weighting(config, "w1") + + # calculate cccov + cccov_dict = {} + for year, cfdd in cfdd_dict.items(): + cccov = 0.128 * ds_cont.ISS.data * np.arctan(97.7 * cfdd / ds_cont.ISS.data) * eff_fac * w1[:, np.newaxis] + cccov_dict[year] = cccov + + return cccov_dict + + +def calc_cccov_tot(config, cccov_dict): + """Calculate total, area-weighted contrail cirrus coverage using the + relationship developed for AirClim 2.1 (Dahlmann et al., 2016). + + Args: + config (dict): Configuration dictionary from config file. + cccov_dict (dict): Dictionary with cccov values, keys are inventory + years. + + Returns: + dict: Dictionary with total, area-weighted contrail cirrus coverage, + keys are inventory years. + """ + + # calculate contril grid cell areas + areas = calc_cont_grid_areas(cc_lat_vals) + w2 = calc_cont_weighting(config, "w2") + w3 = calc_cont_weighting(config, "w3") + + # calculate total (area-weighted) cccov + cccov_tot_dict = {} + for year, cccov in cccov_dict.items(): + cccov_tot = cccov.sum(axis=1) * areas * w2 * w3 / (np.sum(areas) * nlon) + cccov_tot_dict[year] = cccov_tot + + return cccov_tot_dict + + +def calc_cont_RF(config, cccov_tot_dict, inv_dict): + """Calculate contrail Radiative Forcing (RF) using the relationship + developed for AirClim 2.1 (Dahlmann et al., 2016). + + Args: + config (dict): Configuration dictionary from config file. + cccov_tot_dict (dict): Dictionary with total, area-weighted contrail + cirrus coverage, keys are inventory years + inv_dict (dict): Dictionary of emission inventory xarrays, + keys are inventory years. + + Returns: + dict: Dictionary with contrail RF values interpolated for all years + between the simulation start and end years. + """ + + # calculate contrail RF + cont_RF_at_inv = [] # RF at inventory years + for year, cccov_tot in cccov_tot_dict.items(): + cont_RF = np.sum(14.9 * cccov_tot) + cont_RF_at_inv.append(cont_RF) + + # interpolate RF to all simulation years + _, rf_cont_dict = apply_evolution(config, {"cont": np.array(cont_RF_at_inv)}, inv_dict) + + return rf_cont_dict \ No newline at end of file diff --git a/openairclim/main.py b/openairclim/main.py index 057a375..f60e93e 100644 --- a/openairclim/main.py +++ b/openairclim/main.py @@ -36,7 +36,7 @@ def run(file_name): if full_run: inv_species = config["species"]["inv"] # out_species = config["species"]["out"] - species_0d, species_2d = oac.classify_species(config) + species_0d, species_2d, species_cont = oac.classify_species(config) inv_dict = oac.open_inventories(config) # Emissions in Tg, each species @@ -183,7 +183,36 @@ def run(file_name): logging.warning( "No species defined in config with 2D response_grid." ) - + + if species_cont: + # Calculate Contrail Flight Distance Density (CFDD) + cfdd_dict = oac.calc_cfdd(config, inv_dict) + + # Calculate contrail cirrus coverage (cccov) + cccov_dict = oac.calc_cccov(config, cfdd_dict) + + # Calculate global, area-weighted cccov + cccov_tot_dict = oac.calc_cccov_tot(config, cccov_dict) + + # Calculate contrail RF + rf_cont_dict = oac.calc_cont_RF(config, cccov_tot_dict, inv_dict) + oac.write_to_netcdf( + config, rf_cont_dict, result_type="RF", mode="a" + ) + + # Calculate contrail temperature change + dtemp_cont_dict = oac.calc_dtemp(config, "cont", rf_cont_dict) + oac.write_to_netcdf( + config, dtemp_cont_dict, result_type="dT", mode="a" + ) + logging.warning( + "Contrail values use the AirClim 2.1 method." + ) + else: + logging.warning( + "No contrails defined in config." + ) + # Calculate climate metrics metrics_dict = oac.calc_climate_metrics(config) oac.write_climate_metrics(config, metrics_dict) diff --git a/openairclim/read_config.py b/openairclim/read_config.py index 42aed68..03c59bb 100644 --- a/openairclim/read_config.py +++ b/openairclim/read_config.py @@ -87,7 +87,7 @@ def check_config(config): flag = check_config_types(config, CONFIG_TYPES) if flag: # Check response section - _species_0d, species_2d = classify_species(config) + _species_0d, species_2d, species_cont = classify_species(config) response_files = [] for spec in species_2d: resp_flag = False @@ -231,6 +231,7 @@ def classify_species(config): responses = config["responses"] species_0d = [] species_2d = [] + species_cont = [] for spec in species: exists = False for key, item in responses.items(): @@ -240,6 +241,8 @@ def classify_species(config): species_0d.append(spec) elif item["response_grid"] == "2D": species_2d.append(spec) + elif item["response_grid"] == "cont": + species_cont.append(spec) else: raise KeyError( "No valid response_grid in config for", spec @@ -248,7 +251,7 @@ def classify_species(config): pass if exists is False: raise KeyError("Responses not defined in config for", spec) - return species_0d, species_2d + return species_0d, species_2d, species_cont def classify_response_types(config, species_arr): diff --git a/openairclim/read_netcdf.py b/openairclim/read_netcdf.py index ccb91ca..647f9bd 100644 --- a/openairclim/read_netcdf.py +++ b/openairclim/read_netcdf.py @@ -8,7 +8,7 @@ import xarray as xr # CONSTANTS -INV_SPEC_UNITS = ["kg"] +INV_SPEC_UNITS = ["kg", "km"] def open_netcdf(netcdf): diff --git a/openairclim/write_output.py b/openairclim/write_output.py index 46857b6..a8855af 100644 --- a/openairclim/write_output.py +++ b/openairclim/write_output.py @@ -13,7 +13,7 @@ RESULT_TYPE_DICT = { "emis": { "long_name": "Emission", - "units": {"CO2": "Tg", "H2O": "Tg", "NOx": "Tg"}, + "units": {"CO2": "Tg", "H2O": "Tg", "NOx": "Tg", "distance": "km"}, }, "conc": { "long_name": "Concentration", @@ -26,11 +26,12 @@ "H2O": "W/m²", "O3": "W/m²", "CH4": "W/m²", + "cont": "W/m²" }, }, "dT": { "long_name": "Temperature change", - "units": {"CO2": "K", "H2O": "K", "O3": "K", "CH4": "K"}, + "units": {"CO2": "K", "H2O": "K", "O3": "K", "CH4": "K", "cont": "K"}, }, "ATR": {"long_name": "Average Temperature Response", "units": "K"}, "AGWP": { @@ -64,6 +65,8 @@ def write_to_netcdf(config, val_arr_dict, result_type, mode="w"): Returns: xarray: xarray Dateset of results time series """ + # TODO "distance" is not really an emission, so being saved as "distance emission" doesn't really make sense + output_dir = config["output"]["dir"] output_name = config["output"]["name"] output_filename = output_dir + output_name + ".nc" From d37c6cf4d3b73ac95c84f536cac0631834f7dd98 Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Thu, 24 Oct 2024 11:02:46 +0200 Subject: [PATCH 36/64] Include PMrel capability --- example/example.toml | 3 ++- openairclim/calc_cont.py | 9 ++++++++- 2 files changed, 10 insertions(+), 2 deletions(-) diff --git a/example/example.toml b/example/example.toml index 15d70ef..942922e 100644 --- a/example/example.toml +++ b/example/example.toml @@ -10,7 +10,7 @@ inv = ["CO2", "H2O", "NOx", "distance"] nox = "NO" # Output / response species # possible values: "CO2", "H2O" -out = ["CO2", "H2O", "CH4", "cont"] +out = ["CO2", "H2O", "cont"] # Emission inventories [inventories] @@ -80,6 +80,7 @@ CH4.rf.method = "Etminan_2016" cont.response_grid = "cont" cont.G_comp = 0.04 # conventional: 0.04; hydrogen: 0.12 cont.eff_fac = 1.0 # +cont.PMrel = 1.0 # relative PM emissions compared to kerosene (1.0) # Temperature options [temperature] diff --git a/openairclim/calc_cont.py b/openairclim/calc_cont.py index 37806b7..0c66320 100644 --- a/openairclim/calc_cont.py +++ b/openairclim/calc_cont.py @@ -233,10 +233,17 @@ def calc_cont_RF(config, cccov_tot_dict, inv_dict): between the simulation start and end years. """ + # calculate RF factor due to PM reduction, from AirClim 2.1 + PMrel = config["responses"]["cont"]["PMrel"] + if PMrel >= 0.033: + PM_factor = 0.92 * np.arctan(1.902 * PMrel ** 0.74) + else: + PM_factor = 0.92 * np.arctan(1.902 * 0.033 ** 0.74) + # calculate contrail RF cont_RF_at_inv = [] # RF at inventory years for year, cccov_tot in cccov_tot_dict.items(): - cont_RF = np.sum(14.9 * cccov_tot) + cont_RF = 14.9 * np.sum(cccov_tot) * PM_factor cont_RF_at_inv.append(cont_RF) # interpolate RF to all simulation years From b27f702e8ac62e654fdd08774b8fb5e020d1ef28 Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Thu, 24 Oct 2024 11:03:19 +0200 Subject: [PATCH 37/64] Remove accidental distance unit conversion --- openairclim/construct_conc.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/openairclim/construct_conc.py b/openairclim/construct_conc.py index 97d8479..885e8db 100644 --- a/openairclim/construct_conc.py +++ b/openairclim/construct_conc.py @@ -33,8 +33,9 @@ def get_emissions(inv_dict, species): emis_dict = {} for spec in species: emis = calc_inv_sums(spec, inv_dict) - # Convert kg to Tg - emis = kg_to_tg(emis) + if spec != "distance": # distance remains in km + # Convert kg to Tg + emis = kg_to_tg(emis) emis_dict[spec] = emis return emis_dict From 2e97a88bc00f26f708a7fb40971e3f332cc3be11 Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Thu, 24 Oct 2024 15:37:00 +0200 Subject: [PATCH 38/64] Calculate contrail grid cell areas as a function of latitude and longitude --- openairclim/calc_cont.py | 68 +++++++++++++++++++++++++++++----------- 1 file changed, 49 insertions(+), 19 deletions(-) diff --git a/openairclim/calc_cont.py b/openairclim/calc_cont.py index 0c66320..6503afd 100644 --- a/openairclim/calc_cont.py +++ b/openairclim/calc_cont.py @@ -1,4 +1,5 @@ -"""Calculates the contrail response. +""" +Calculates the contrail response. _author_: Liam Megill _email_: liam.megill@dlr.de @@ -13,7 +14,6 @@ KAPPA = 287. / 1003.5 # TBD # DEFINITION OF CONTRAIL GRID (from AirClim 2.1) -nlon = 96; nlat = 48; nlev = 39 cc_lon_vals = np.arange(0, 360, 3.75) cc_lat_vals = np.array([ 87.1591, 83.47892, 79.77705, 76.07024, 72.36156, 68.65202, @@ -32,33 +32,63 @@ 76.0, 64.0, 52.0, 41.0, 30.0, 20.0, 10.0 ]) +# TODO: check input emission inventories to ensure that they fit within +# contrail grid + -def calc_cont_grid_areas(lat, dlon_deg=3.75): +def calc_cont_grid_areas(lat: np.ndarray, lon: np.ndarray) -> np.ndarray: """Calculate the cell area of the contrail grid using a simplified method. This assumes a regular grid spacing of `dlon_deg` in longitudinal direction. Args: lat (np.ndarray): Latitudes of the grid cells [deg]. - dlon_deg (float): Longitude increment [deg]. Defaults to 3.75 deg. + lon (np.ndarray): Longitudes of the grid cells [deg]. Returns: np.ndarray : Contrail grid cell areas as a function of latitude [km^2]. """ - # calculate dlon (assumes regular longitudinal grid spacing) - dlon = dlon_deg / 360. * 2 * np.pi * R_EARTH + # pre-conditions + assert len(lat) > 0, "Latitudes cannot be empty." + assert len(lon) > 0, "Longitudes cannot be empty." + assert len(lat) == len(np.unique(lat)), "Duplicate latitude values detected." + assert len(lon) == len(np.unique(lon)), "Duplicate longitude values detected." + assert np.all((lat > -90.) & (lat < 90.)), "Latitudes values must be "\ + "between, but not equal to, -90 and +90 degrees." + assert np.all((lon >= 0.) & (lon <= 360.)), "Longitude values must vary " \ + "between 0 and 360 degrees." + assert (0. in lon) != (360. in lon), "Longitude values must not include " \ + "both 0 and 360 deg values." + + # ensure that lat values descend and lon values ascend + lat = np.sort(lat)[::-1] + lon = np.sort(lon) + + # calculate dlon + lon_padded = np.concatenate(([lon[-1] - 360.], lon, [lon[0] + 360.])) + lon_midpoints = 0.5 * (lon_padded[1:] + lon_padded[:-1]) + dlon_deg = np.diff(lon_midpoints) + dlon = np.deg2rad(dlon_deg) * R_EARTH # calculate dlat lat_padded = np.concatenate(([90], lat, [-90])) # add +/-90 deg - lat_between = lat_padded[:-1] + 0.5 * (lat_padded[1:] - lat_padded[:-1]) - dlat_deg = np.diff(lat_between) - dlat = R_EARTH * np.abs(np.sin(np.deg2rad(lat_between[:-1])) - - np.sin(np.deg2rad(lat_between[1:]))) + lat_midpoints = 0.5 * (lat_padded[1:] + lat_padded[:-1]) + dlat = R_EARTH * np.abs(np.sin(np.deg2rad(lat_midpoints[:-1])) - + np.sin(np.deg2rad(lat_midpoints[1:]))) + + # calculate areas + areas = np.outer(dlat, dlon) + + # post-conditions + assert np.all(areas) > 0., "Not all calculated areas are positive." + sphere_area = 4 * np.pi * R_EARTH ** 2 + assert abs(areas.sum() - sphere_area) / sphere_area < 1e-3, "Total area " \ + "calculation is insufficiently accurate." - return dlon * dlat + return areas -def calc_cont_weighting(config, val): +def calc_cont_weighting(config: dict, val: str) -> np.ndarray: """Calculate weighting functions for the contrail grid developed by Ludwig Hüttenhofer (Bachelorarbeit LMU, 2013). This assumes the contrail grid developed for AirClim 2.1 (Dahlmann et al., 2016). @@ -77,8 +107,8 @@ def calc_cont_weighting(config, val): # Eq. 3.3.4 of Hüttenhofer (2013); "rel" in AirClim 2.1 if val == "w1": - idxs = (cc_lat_vals > 68) | (cc_lat_vals < -53) # as in AirClim 2.1 - res = np.where(idxs, 1, 0.863 * np.cos(np.pi * cc_lat_vals / 50.) + 1.615) + idxs = (cc_lat_vals > 68.) | (cc_lat_vals < -53.) # as in AirClim 2.1 + res = np.where(idxs, 1., 0.863 * np.cos(np.pi * cc_lat_vals / 50.) + 1.615) # "fkt_g" in AirClim 2.1 elif val == "w2": @@ -121,7 +151,7 @@ def calc_cfdd(config: dict, inv_dict: dict) -> dict: p_SAC = (1. - x) * ds_cont.SAC_CON + x * ds_cont.SAC_LH2 # calculate contrail grid areas - areas = calc_cont_grid_areas(cc_lat_vals) + areas = calc_cont_grid_areas(cc_lat_vals, cc_lon_vals) # calculate CFDD # p_SAC is interpolated using a power law over pressure level and using @@ -132,7 +162,7 @@ def calc_cfdd(config: dict, inv_dict: dict) -> dict: # initialise arrays for storage intrp_sigma_vals = np.empty_like(inv.index.data, dtype=np.float64) p_sac_avg = np.empty_like(inv.index.data, dtype=np.float64) - sum_km = np.zeros((nlat, nlon)) + sum_km = np.zeros((len(cc_lat_vals), len(cc_lon_vals))) # find indices lat_idxs = np.abs(cc_lat_vals[:, np.newaxis] - inv.lat.data).argmin(axis=0) @@ -156,7 +186,7 @@ def calc_cfdd(config: dict, inv_dict: dict) -> dict: # 3153600s in one year sum_contrib = inv.distance.data * p_SAC_intrp * 1800. / 31536000. np.add.at(sum_km, (lat_idxs, lon_idxs), sum_contrib) - cfdd = sum_km / areas[:, np.newaxis] + cfdd = sum_km / areas cfdd_dict[year] = cfdd return cfdd_dict @@ -204,14 +234,14 @@ def calc_cccov_tot(config, cccov_dict): """ # calculate contril grid cell areas - areas = calc_cont_grid_areas(cc_lat_vals) + areas = calc_cont_grid_areas(cc_lat_vals, cc_lon_vals) w2 = calc_cont_weighting(config, "w2") w3 = calc_cont_weighting(config, "w3") # calculate total (area-weighted) cccov cccov_tot_dict = {} for year, cccov in cccov_dict.items(): - cccov_tot = cccov.sum(axis=1) * areas * w2 * w3 / (np.sum(areas) * nlon) + cccov_tot = (cccov * areas).sum(axis=1) * w2 * w3 / areas.sum() cccov_tot_dict[year] = cccov_tot return cccov_tot_dict From 6a4b02d74f58196cb7b184366a2e86d1954b99ab Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Mon, 4 Nov 2024 10:17:40 +0100 Subject: [PATCH 39/64] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 6439f6a..97f67f8 100644 --- a/README.md +++ b/README.md @@ -155,7 +155,9 @@ Major planned software releases and milestones for the project planning are: ## References - Grewe, V., & Stenke, A. (2008). AirClim: an efficient tool for climate evaluation of aircraft technology. Atmospheric Chemistry and Physics, 8(16), 4621-4639. - Dahlmann, K. (2011). A method for the efficient evaluation of climate optimisation measures for air transport [Eine Methode zur effizienten Bewertung von Maßnahmen zur Klimaoptimierung des Luftverkehrs] (Doctoral dissertation, Ph. D. Thesis, Ludwig-Maximilians-Universität München, Munich). +- Hüttenhofer, L. (2013). Parametrisierung von Kondensstreifenzirren für AirClim 2.0 (Bachelor Thesis, Ludwig-Maximilians-Universität München, Munich). - Dahlmann, K., Grewe, V., Frömming, C., & Burkhardt, U. (2016). Can we reliably assess climate mitigation options for air traffic scenarios despite large uncertainties in atmospheric processes?. Transportation Research Part D: Transport and Environment, 46, 40-55. +- Grewe, V., Bock, L., Burkhardt, U., et al. (2017). Assessing the climate impact of the AHEAD multi-fuel blended wing body. Meteorologische Zeitschrift, 26(6), 711-725. - Leipold, A. et al. (2021) DEPA 2050 – Development Pathways for Aviation up to 2050 (Final Report). https://elib.dlr.de/142185/ From 90e76c30fddd17afbf1e004b1006bd261656d42f Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Mon, 4 Nov 2024 16:45:47 +0100 Subject: [PATCH 40/64] Create test functionality for calc_cont --- example/example.toml | 4 +- openairclim/calc_cont.py | 75 +++++++- tests/calc_cont_test.py | 378 +++++++++++++++++++++++++++++++++++++++ 3 files changed, 448 insertions(+), 9 deletions(-) create mode 100644 tests/calc_cont_test.py diff --git a/example/example.toml b/example/example.toml index 942922e..c457185 100644 --- a/example/example.toml +++ b/example/example.toml @@ -78,8 +78,8 @@ CH4.tau.file = "repository/resp_ch4.nc" CH4.rf.method = "Etminan_2016" cont.response_grid = "cont" -cont.G_comp = 0.04 # conventional: 0.04; hydrogen: 0.12 -cont.eff_fac = 1.0 # +cont.G_comp = 0.04 # conventional: 0.04; hydrogen: 0.12 +cont.eff_fac = 1.0 # efficiency factor compared to kerosene (1.0) cont.PMrel = 1.0 # relative PM emissions compared to kerosene (1.0) # Temperature options diff --git a/openairclim/calc_cont.py b/openairclim/calc_cont.py index 6503afd..12cea7d 100644 --- a/openairclim/calc_cont.py +++ b/openairclim/calc_cont.py @@ -38,7 +38,6 @@ def calc_cont_grid_areas(lat: np.ndarray, lon: np.ndarray) -> np.ndarray: """Calculate the cell area of the contrail grid using a simplified method. - This assumes a regular grid spacing of `dlon_deg` in longitudinal direction. Args: lat (np.ndarray): Latitudes of the grid cells [deg]. @@ -112,6 +111,13 @@ def calc_cont_weighting(config: dict, val: str) -> np.ndarray: # "fkt_g" in AirClim 2.1 elif val == "w2": + # pre-conditions + assert "responses" in config, "Missing 'responses' key in config." + assert "cont" in config["responses"], "Missing 'cont' key in" \ + "config['responses']." + assert "eff_fac" in config["responses"]["cont"], "Missing eff_fac key in " \ + "config['responses']['cont']." + eff_fac = config["responses"]["cont"]["eff_fac"] res = 1. + 15. * np.abs(0.045 * np.cos(cc_lat_vals * 0.045) + 0.045) * (eff_fac - 1.) @@ -140,13 +146,23 @@ def calc_cfdd(config: dict, inv_dict: dict) -> dict: dict: Dictionary with CFDD values [km/km2], keys are inventory years """ + # pre-conditions + assert "responses" in config, "Missing 'responses' key in config." + assert "cont" in config["responses"], "Missing 'cont' key in" \ + "config['responses']." + assert "G_comp" in config["responses"]["cont"], "Missing G_comp key in " \ + "config['responses']['cont']." + # load data calculated during the development of AirClim 2.1 ds_cont = open_netcdf("repository/resp_cont.nc")["resp_cont"] # calculate p_SAC for aircraft G G_comp = config["responses"]["cont"]["G_comp"] - G_comp_con = 0.04 # EIH2O 1.25, Q 43.6e6, eta 0.3 - G_comp_lh2 = 0.12 # EIH2O 8.94, Q 120.9e6, eta 0.4 + G_comp_con = 0.04 # EIH2O 1.25, Q 43.6e6, eta 0.3 + G_comp_lh2 = 0.12 # EIH2O 8.94, Q 120.9e6, eta 0.4 + assert ((G_comp >= G_comp_con) & (G_comp <= G_comp_lh2)), "Invalid G_comp " \ + "value. Expected range: [0.04, 0.12]." + x = (G_comp - G_comp_con) / ( G_comp_lh2 - G_comp) p_SAC = (1. - x) * ds_cont.SAC_CON + x * ds_cont.SAC_LH2 @@ -189,10 +205,15 @@ def calc_cfdd(config: dict, inv_dict: dict) -> dict: cfdd = sum_km / areas cfdd_dict[year] = cfdd + # post-conditions + for year, cfdd in cfdd_dict.items(): + assert cfdd.shape == (len(cc_lat_vals), len(cc_lon_vals)), f"Shape of " \ + "CFDD array for year {year} is not correct." + return cfdd_dict -def calc_cccov(config, cfdd_dict): +def calc_cccov(config: dict, cfdd_dict: dict) -> dict: """Calculate contrail cirrus coverage using the relationship developed for AirClim 2.1 (Dahlmann et al., 2016). @@ -205,6 +226,16 @@ def calc_cccov(config, cfdd_dict): dict: Dictionary with cccov values, keys are inventory years """ + # pre-conditions + assert "responses" in config, "Missing 'responses' key in config." + assert "cont" in config["responses"], "Missing 'cont' key in" \ + "config['responses']." + assert "eff_fac" in config["responses"]["cont"], "Missing eff_fac key in " \ + "config['responses']['cont']." + for year, cfdd in cfdd_dict.items(): + assert cfdd.shape == (len(cc_lat_vals), len(cc_lon_vals)), f"Shape of " \ + "CFDD array for year {year} is not correct." + # load data calculated during the development of AirClim 2.1 ds_cont = open_netcdf("repository/resp_cont.nc")["resp_cont"] eff_fac = config["responses"]["cont"]["eff_fac"] @@ -215,6 +246,11 @@ def calc_cccov(config, cfdd_dict): for year, cfdd in cfdd_dict.items(): cccov = 0.128 * ds_cont.ISS.data * np.arctan(97.7 * cfdd / ds_cont.ISS.data) * eff_fac * w1[:, np.newaxis] cccov_dict[year] = cccov + + # post-conditions + for year, cccov in cccov_dict.items(): + assert cccov.shape == (len(cc_lat_vals), len(cc_lon_vals)), f"Shape of " \ + "cccov array for year {year} is not correct." return cccov_dict @@ -232,6 +268,10 @@ def calc_cccov_tot(config, cccov_dict): dict: Dictionary with total, area-weighted contrail cirrus coverage, keys are inventory years. """ + + for year, cccov in cccov_dict.items(): + assert cccov.shape == (len(cc_lat_vals), len(cc_lon_vals)), f"Shape of " \ + "cccov array for year {year} is not correct." # calculate contril grid cell areas areas = calc_cont_grid_areas(cc_lat_vals, cc_lon_vals) @@ -244,6 +284,10 @@ def calc_cccov_tot(config, cccov_dict): cccov_tot = (cccov * areas).sum(axis=1) * w2 * w3 / areas.sum() cccov_tot_dict[year] = cccov_tot + for year, cccov_tot in cccov_tot_dict.items(): + assert cccov_tot.shape == (len(cc_lat_vals),), f"Shape of cccov_tot " \ + "array for year {year} is not correct." + return cccov_tot_dict @@ -263,12 +307,29 @@ def calc_cont_RF(config, cccov_tot_dict, inv_dict): between the simulation start and end years. """ + # pre-conditions: check config + assert "responses" in config, "Missing 'responses' key in config." + assert "cont" in config["responses"], "Missing 'cont' key in" \ + "config['responses']." + assert "PMrel" in config["responses"]["cont"], "Missing 'PMrel' key in " \ + "config['responses']['cont']." + assert "time" in config, "Missing 'time' key in config." + assert "range" in config["time"], "Missing 'range' key in config['time']." + # pre-conditions: check input dicts + assert len(inv_dict) > 0, "inv_dict cannot be empty." + assert len(cccov_tot_dict) > 0, "cccov_tot_dict cannot be empty." + assert np.all(cccov_tot_dict.keys() == inv_dict.keys()), "Keys of " \ + "cccov_dict do not match those of inv_dict." + for year, cccov_tot in cccov_tot_dict.items(): + assert cccov_tot.shape == (len(cc_lat_vals),), f"Shape of cccov_tot " \ + "array for year {year} is not correct." + # calculate RF factor due to PM reduction, from AirClim 2.1 PMrel = config["responses"]["cont"]["PMrel"] - if PMrel >= 0.033: - PM_factor = 0.92 * np.arctan(1.902 * PMrel ** 0.74) + if PMrel >= 0.033: + PM_factor = 0.92 * np.arctan(1.902 * PMrel ** 0.74) else: - PM_factor = 0.92 * np.arctan(1.902 * 0.033 ** 0.74) + PM_factor = 0.92 * np.arctan(1.902 * 0.033 ** 0.74) # calculate contrail RF cont_RF_at_inv = [] # RF at inventory years diff --git a/tests/calc_cont_test.py b/tests/calc_cont_test.py new file mode 100644 index 0000000..e40bac7 --- /dev/null +++ b/tests/calc_cont_test.py @@ -0,0 +1,378 @@ +""" +Provides tests for module calc_cont +""" + +import numpy as np +import pytest +import openairclim as oac +from contextlib import chdir +import xarray as xr + + +def create_synthetic_inv_dict(n_keys, n_values, seed=None): + """Creates synthetic inventory dictionary of datasets for testing. + + Args: + n_keys (int): number of keys in the dictionary + n_values (int): number of values in each dataset + seed (int, optional): set random seed, defaults to "None" + + Returns: + dict: synthetic inventory dictionary, keys are random years between + 2020 and 2050 + """ + + # set random seed + np.random.seed(seed) + + # create random values + keys = sorted(np.random.choice(range(2020, 2051), n_keys, replace=False)) + lat_values = np.random.uniform(-90, 90, n_values) + lon_values = np.random.uniform(0, 360, n_values) + plev_values = np.random.uniform(10, 1014, n_values) + distance_values = np.random.uniform(1e3, 1e6, n_values) + + # create dictionary + inv_dict = {} + for key in keys: + ds_key = xr.Dataset( + { + "lat": ("index", lat_values), + "lon": ("index", lon_values), + "plev": ("index", plev_values), + "distance": ("index", distance_values), + }, + coords={"index": np.arange(n_values)}, + ) + inv_dict[key] = ds_key + + return inv_dict + + +class TestInputContrailGrid: + """Tests the input contrail grid, defined by `cc_lat_vals`, `cc_lon_vals` + and `cc_plev_vals`.""" + + def test_lon_vals(self): + lon = oac.cc_lon_vals + assert len(lon) > 0, "Contrail grid longitudes cannot be empty." + assert len(lon) == len(np.unique(lon)), "Duplicate longitude values " \ + "in contrail grid." + assert np.all((lon >= 0.) & (lon <= 360.)), "Longitude values must " \ + "vary between 0 and 360 degrees" + assert (0. in lon) != (360. in lon), "Longitude values must not " \ + "include both 0 and 360 deg values." + assert np.all(lon == np.sort(lon)), "Contrail grid longitudes must " \ + "be sorted in ascending order." + + def test_lat_vals(self): + lat = oac.cc_lat_vals + assert len(lat) > 0, "Contrail grid latitudes cannot be empty." + assert len(lat) == len(np.unique(lat)), "Duplicate latitude values " \ + "in contrail grid." + assert np.all((lat >= -90.) & (lat <= 90)), "Latitude values must " \ + "be between, but not equal to, -90 and +90 degrees." + assert np.all(lat == np.sort(lat)[::-1]), "Contrail grid latitudes " \ + "must be sorted in descending order." + + def test_plev_vals(self): + plev = oac.cc_plev_vals + assert len(plev) > 0, "Contrail grid pressure levels cannot be empty." + assert len(plev) == len(np.unique(plev)), "Duplicate pressure level " \ + "values in contrail grid." + assert np.all(plev == np.sort(plev)[::-1]), "Contrail grid pressure " \ + "level values must be sorted in descending order." + assert np.all(plev <= 1014.), "Contrail grid pressure levels must " \ + "be at altitudes above ground level - defined as 1014 hPa." + + +class TestContrailInputValues: + """Tests the input values for the contrail calculations stored as + `resp_cont.nc`.""" + + @pytest.fixture(scope="class") + def ds_resp_cont(self): + """Fixture to load the `resp_cont.nc` file.""" + with chdir("example/"): + return xr.open_dataset("repository/resp_cont.nc") + + def test_required_variables(self, ds_resp_cont): + """Test that `resp_cont` includes data variables ISS, SAC_CON and + SAC_LH2.""" + required_vars = ["ISS", "SAC_CON", "SAC_LH2"] + for var in required_vars: + assert var in ds_resp_cont, f"Missing required variable '{var}' " \ + "in resp_cont." + + def test_required_coords(self, ds_resp_cont): + """Test required coordinates and their respective units.""" + required_coords = ["lat", "lon", "plev"] + required_units = ["deg", "deg", "hPa"] + for coord, unit in zip(required_coords, required_units): + assert coord in ds_resp_cont, f"Missing required coordinate " \ + "'{coord}' in resp_cont." + assert ds_resp_cont[coord].attrs.get("units") == unit, f"Incorrect " \ + "unit for coordinate '{coord}'. Should be '{unit}'." + + +class TestCalcContGridAreas: + """Tests function calc_cont_grid_areas(lat, lon)""" + + def test_unsorted_latitudes(self): + """Ensures that the latitude order does not affect results.""" + lat_vals = np.arange(-89.0, 89.0, 3.0) + rnd_lat_vals = np.arange(-89.0, 89.0, 3.0) + np.random.shuffle(rnd_lat_vals) + lon_vals = np.arange(0, 360, 3.75) + res_unsorted = oac.calc_cont_grid_areas(rnd_lat_vals, lon_vals) + res_sorted = oac.calc_cont_grid_areas(lat_vals, lon_vals) + assert np.all(res_unsorted == res_sorted), "Sorting of latitudes " \ + "unsuccessful." + + def test_unsorted_longitudes(self): + """Ensures that the longitude order does not affect results.""" + lat_vals = np.arange(-89.0, 89.0, 3.0) + lon_vals = np.arange(0, 360, 3.75) + rnd_lon_vals = np.arange(0, 360, 3.75) + np.random.shuffle(rnd_lon_vals) + res_unsorted = oac.calc_cont_grid_areas(lat_vals, rnd_lon_vals) + res_sorted = oac.calc_cont_grid_areas(lat_vals, lon_vals) + assert np.all(res_unsorted == res_sorted), "Sorting of longitudes " \ + "unsuccessful." + + +class TestCalcContWeighting: + """Tests function calc_cont_weighting(config, val)""" + + def test_invalid_value(self): + """Tests an invalid weighting value.""" + config = {"responses": {"cont":{"eff_fac": 1.0}}} + with pytest.raises(ValueError): + oac.calc_cont_weighting(config, "invalid_value") + + nlat = len(oac.cc_lat_vals) + @pytest.mark.parametrize("val,len_val", [("w1", nlat), + ("w2", nlat), + ("w3", nlat)]) + def test_weighting_size(self, val, len_val): + """Tests that calculated weightings are of size (nlat).""" + config = {"responses": {"cont": {"eff_fac": 1.0}}} + assert len(oac.calc_cont_weighting(config, val)) == len_val + + @pytest.mark.parametrize("config", [{}, + {"responses": {}}, + {"responses": {"cont": {}}}]) + def test_missing_config_values(self, config): + """Tests missing config values.""" + with pytest.raises(AssertionError): + oac.calc_cont_weighting(config, "w2") # only w2 uses config + + +class TestCalcCFDD: + """Tests function calc_cfdd(config, inv_dict)""" + + @pytest.mark.parametrize("config", [{}, + {"responses": {}}, + {"responses": {"cont": {}}}]) + def test_missing_config_values(self, config): + """Tests missing config values.""" + with chdir("example/"): # TODO ds_comp is currently saved in example/directory + inv_dict = create_synthetic_inv_dict(2, 100) + with pytest.raises(AssertionError): + oac.calc_cfdd(config, inv_dict) + + def test_invalid_Gcomp(self): + """Tests an invalid G_comp value.""" + with chdir("example/"): # TODO ds_comp is currently saved in example/directory + # test upper bound + config = {"responses": {"cont": {"G_comp": 0.2}}} + inv_dict = {} + with pytest.raises(AssertionError): + oac.calc_cfdd(config, inv_dict) + # test lower bound + config["responses"]["cont"]["G_comp"] = 0.02 + with pytest.raises(AssertionError): + oac.calc_cfdd(config, inv_dict) + + def test_output_structure(self): + """Tests the output structure.""" + with chdir("example/"): # TODO ds_comp is currently saved in example/directory + config = {"responses": {"cont": {"G_comp": 0.1}}} + inv_dict = create_synthetic_inv_dict(2, 100) + result = oac.calc_cfdd(config, inv_dict) + + # run tests + assert isinstance(result, dict), "Output is not a dictionary." + assert set(result.keys()) == set(inv_dict.keys()), "Output keys " \ + "do not match input keys." + for year, cfdd in result.items(): + assert isinstance(cfdd, np.ndarray), "CFDD is not an array." + assert cfdd.shape == (len(oac.cc_lat_vals), len(oac.cc_lon_vals)), \ + "CFDD array has incorrect shape." + + def test_empty_inventory(self): + """Tests the handling of an empty input inventory.""" + with chdir("example/"): # TODO ds_comp is currently saved in example/directory + config = {"responses": {"cont": {"G_comp": 0.1}}} + inv_dict = {} # empty inventory + result = oac.calc_cfdd(config, inv_dict) + assert result == {}, "Result should be an empty dictionary for an " \ + "empty inventory." + + +class TestCalcCccov: + """Tests function calc_cccov(config, cfdd_dict)""" + + def test_output_structure(self): + """Tests the output structure.""" + with chdir("example/"): # TODO ds_comp is currently saved in example/directory + config = {"responses": {"cont": {"eff_fac": 0.5}}} + len_lon = len(oac.cc_lon_vals) + len_lat = len(oac.cc_lat_vals) + cfdd_dict = {2020: np.random.rand(len_lat, len_lon), + 2050: np.random.rand(len_lat, len_lon)} + result = oac.calc_cccov(config, cfdd_dict) + + # run assertions + assert isinstance(result, dict), "Output is not a dictionary." + assert set(result.keys()) == set(cfdd_dict.keys()), "Output keys " \ + "do not match input keys." + for year, cccov in result.items(): + assert isinstance(cccov, np.ndarray), "cccov is not an array." + assert cccov.shape == (len_lat, len_lon), "cccov array has " \ + "incorrect shape" + + def test_incorrect_cfdd_shape(self): + """Tests incorrect shape of each cfdd array within cfdd_dict.""" + with chdir("example/"): # TODO ds_comp is currently saved in example/directory + config = {"responses": {"cont": {"eff_fac": 0.5}}} + cfdd_dict = {2020: np.random.rand(10, 10), + 2050: np.random.rand(10, 10)} + with pytest.raises(AssertionError): + oac.calc_cccov(config, cfdd_dict) + + @pytest.mark.parametrize("config", [{}, + {"responses": {}}, + {"responses": {"cont": {}}}]) + def test_missing_config_values(self, config): + """Tests missing config values.""" + with chdir("example/"): # TODO ds_comp is currently saved in example/directory + len_lon = len(oac.cc_lon_vals) + len_lat = len(oac.cc_lat_vals) + cfdd_dict = {2020: np.random.rand(len_lat, len_lon), + 2050: np.random.rand(len_lat, len_lon)} + with pytest.raises(AssertionError): + oac.calc_cccov(config, cfdd_dict) + + def test_empty_cfdd_dict(self): + """Tests the output for an empty cfdd_dict.""" + with chdir("example/"): # TODO ds_comp is currently saved in example/directory + config = {"responses": {"cont": {"eff_fac": 0.5}}} + cfdd_dict = {} + result = oac.calc_cccov(config, cfdd_dict) + assert result == {}, "Result should be an empty dictionary for an " \ + "empty cfdd_dict." + + +class TestCalcCccovTot: + """Tests function calc_cccov_tot(config, cccov_dict)""" + + def test_output_structure(self): + """Tests output structure.""" + len_lon = len(oac.cc_lon_vals) + len_lat = len(oac.cc_lat_vals) + cccov_dict = {2020: np.random.rand(len_lat, len_lon), + 2050: np.random.rand(len_lat, len_lon)} + config = {"responses": {"cont": {"eff_fac": 0.5}}} + result = oac.calc_cccov_tot(config, cccov_dict) + + # run assertions + assert isinstance(result, dict), "Output is not a dictionary." + assert set(result.keys()) == set(cccov_dict.keys()), "Output keys " \ + "do not match input keys." + for year, cccov_tot in result.items(): + assert isinstance(cccov_tot, np.ndarray), "cccov_tot is not an array." + assert cccov_tot.shape == (len_lat,), "cccov_tot should be a " \ + "function of latitude only." + + @pytest.mark.parametrize("config", [{}, + {"responses": {}}, + {"responses": {"cont": {}}}]) + def test_missing_config_values(self, config): + """Tests missing config values.""" + len_lon = len(oac.cc_lon_vals) + len_lat = len(oac.cc_lat_vals) + cccov_dict = {2020: np.random.rand(len_lat, len_lon), + 2050: np.random.rand(len_lat, len_lon)} + with pytest.raises(AssertionError): + oac.calc_cccov_tot(config, cccov_dict) + + def test_incorrect_cccov_shape(self): + """Tests incorrect shape of each cccov array within cfdd_dict.""" + config = {"responses": {"cont": {"eff_fac": 0.5}}} + cccov_dict = {2020: np.random.rand(10, 10), + 2050: np.random.rand(10, 10)} + with pytest.raises(AssertionError): + oac.calc_cccov_tot(config, cccov_dict) + + def test_empty_cccov_dict(self): + """Tests the output for an empty cccov_dict.""" + config = {"responses": {"cont": {"eff_fac": 0.5}}} + cccov_dict = {} + result = oac.calc_cccov_tot(config, cccov_dict) + assert result == {}, "Result should be an empty dictionary for an " \ + "empty cccov_dict." + + +class TestCalcContRF: + """Tests function calc_cont_RF(config, cccov_tot_dict, inv_dict)""" + + def test_output_structure(self): + """Tests the output structure.""" + config = {"responses": {"cont": {"PMrel": 1.0}}, + "time": {"range": [2020, 2051, 1]}} + len_lat = len(oac.cc_lat_vals) + inv_dict = create_synthetic_inv_dict(2, 100) + years = list(inv_dict.keys()) + cccov_tot_dict = {years[0]: np.random.rand(len_lat), + years[1]: np.random.rand(len_lat)} + result = oac.calc_cont_RF(config, cccov_tot_dict, inv_dict) + + # run assertions + assert isinstance(result, dict), "Output should be a dictionary" + assert "cont" in result, "Output does not include 'cont'." + assert len(result["cont"]) == 31, "Output length does not match the " \ + " number of years in inv_dict." + + def test_incorrect_keys(self): + """Tests differing keys in inv_dict and cccov_tot_dict.""" + config = {"responses": {"cont": {"PMrel": 1.0}}, + "time": {"range": [2020, 2051, 1]}} + len_lat = len(oac.cc_lat_vals) + inv_dict = create_synthetic_inv_dict(2, 100, 42) # keys: 2035, 2047 + cccov_tot_dict = {2020: np.random.rand(len_lat), + 2050: np.random.rand(len_lat)} + with pytest.raises(AssertionError): + oac.calc_cont_RF(config, cccov_tot_dict, inv_dict) + + @pytest.mark.parametrize("config", [{}, + {"responses": {}}, + {"responses": {"cont": {}}}, + {"time": {}}]) + def test_missing_config_values(self, config): + """Tests missing config values.""" + len_lat = len(oac.cc_lat_vals) + inv_dict = create_synthetic_inv_dict(2, 100) + years = list(inv_dict.keys()) + cccov_tot_dict = {years[0]: np.random.rand(len_lat), + years[1]: np.random.rand(len_lat)} + with pytest.raises(AssertionError): + oac.calc_cont_RF(config, cccov_tot_dict, inv_dict) + + def test_empty_input_dicts(self): + """Tests empty input dicts.""" + config = {"responses": {"cont": {"PMrel": 1.0}}, + "time": {"range": [2020, 2051, 1]}} + with pytest.raises(AssertionError): + oac.calc_cont_RF(config, {}, {}) + \ No newline at end of file From a71a9e1d576df3fa6d73a1d82e2efbda8172b3f3 Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Tue, 5 Nov 2024 17:49:48 +0100 Subject: [PATCH 41/64] Formatting changes and test ds_cont --- example/example.toml | 1 + openairclim/calc_cont.py | 197 +++++++++++------------ openairclim/read_config.py | 2 +- tests/calc_cont_test.py | 321 +++++++++++++++---------------------- utils/create_test_data.py | 45 +++++- utils/create_test_files.py | 2 +- 6 files changed, 274 insertions(+), 294 deletions(-) diff --git a/example/example.toml b/example/example.toml index c457185..c8d9d13 100644 --- a/example/example.toml +++ b/example/example.toml @@ -78,6 +78,7 @@ CH4.tau.file = "repository/resp_ch4.nc" CH4.rf.method = "Etminan_2016" cont.response_grid = "cont" +cont.resp.file = "repository/resp_cont.nc" cont.G_comp = 0.04 # conventional: 0.04; hydrogen: 0.12 cont.eff_fac = 1.0 # efficiency factor compared to kerosene (1.0) cont.PMrel = 1.0 # relative PM emissions compared to kerosene (1.0) diff --git a/openairclim/calc_cont.py b/openairclim/calc_cont.py index 12cea7d..91b0d3a 100644 --- a/openairclim/calc_cont.py +++ b/openairclim/calc_cont.py @@ -6,12 +6,12 @@ """ import numpy as np -from openairclim.read_netcdf import open_netcdf +import xarray as xr from openairclim.interpolate_time import apply_evolution # CONSTANTS R_EARTH = 6371. # [km] radius of Earth -KAPPA = 287. / 1003.5 # TBD +KAPPA = 287. / 1003.5 # DEFINITION OF CONTRAIL GRID (from AirClim 2.1) cc_lon_vals = np.arange(0, 360, 3.75) @@ -32,9 +32,6 @@ 76.0, 64.0, 52.0, 41.0, 30.0, 20.0, 10.0 ]) -# TODO: check input emission inventories to ensure that they fit within -# contrail grid - def calc_cont_grid_areas(lat: np.ndarray, lon: np.ndarray) -> np.ndarray: """Calculate the cell area of the contrail grid using a simplified method. @@ -46,38 +43,38 @@ def calc_cont_grid_areas(lat: np.ndarray, lon: np.ndarray) -> np.ndarray: Returns: np.ndarray : Contrail grid cell areas as a function of latitude [km^2]. """ - + # pre-conditions assert len(lat) > 0, "Latitudes cannot be empty." assert len(lon) > 0, "Longitudes cannot be empty." - assert len(lat) == len(np.unique(lat)), "Duplicate latitude values detected." - assert len(lon) == len(np.unique(lon)), "Duplicate longitude values detected." + assert len(lat) == len(np.unique(lat)), "Duplicate latitude values." + assert len(lon) == len(np.unique(lon)), "Duplicate longitude values." assert np.all((lat > -90.) & (lat < 90.)), "Latitudes values must be "\ "between, but not equal to, -90 and +90 degrees." assert np.all((lon >= 0.) & (lon <= 360.)), "Longitude values must vary " \ "between 0 and 360 degrees." assert (0. in lon) != (360. in lon), "Longitude values must not include " \ "both 0 and 360 deg values." - + # ensure that lat values descend and lon values ascend lat = np.sort(lat)[::-1] lon = np.sort(lon) - - # calculate dlon + + # calculate dlon lon_padded = np.concatenate(([lon[-1] - 360.], lon, [lon[0] + 360.])) - lon_midpoints = 0.5 * (lon_padded[1:] + lon_padded[:-1]) + lon_midpoints = 0.5 * (lon_padded[1:] + lon_padded[:-1]) dlon_deg = np.diff(lon_midpoints) dlon = np.deg2rad(dlon_deg) * R_EARTH - # calculate dlat - lat_padded = np.concatenate(([90], lat, [-90])) # add +/-90 deg + # calculate dlat + lat_padded = np.concatenate(([90], lat, [-90])) # add +/-90 deg lat_midpoints = 0.5 * (lat_padded[1:] + lat_padded[:-1]) - dlat = R_EARTH * np.abs(np.sin(np.deg2rad(lat_midpoints[:-1])) - + dlat = R_EARTH * np.abs(np.sin(np.deg2rad(lat_midpoints[:-1])) - np.sin(np.deg2rad(lat_midpoints[1:]))) - + # calculate areas areas = np.outer(dlat, dlon) - + # post-conditions assert np.all(areas) > 0., "Not all calculated areas are positive." sphere_area = 4 * np.pi * R_EARTH ** 2 @@ -103,117 +100,113 @@ def calc_cont_weighting(config: dict, val: str) -> np.ndarray: np.ndarray: Array of size (nlat) with weighting values for each latitude value """ - + # Eq. 3.3.4 of Hüttenhofer (2013); "rel" in AirClim 2.1 if val == "w1": idxs = (cc_lat_vals > 68.) | (cc_lat_vals < -53.) # as in AirClim 2.1 res = np.where(idxs, 1., 0.863 * np.cos(np.pi * cc_lat_vals / 50.) + 1.615) - + # "fkt_g" in AirClim 2.1 elif val == "w2": # pre-conditions assert "responses" in config, "Missing 'responses' key in config." assert "cont" in config["responses"], "Missing 'cont' key in" \ "config['responses']." - assert "eff_fac" in config["responses"]["cont"], "Missing eff_fac key in " \ - "config['responses']['cont']." - + assert "eff_fac" in config["responses"]["cont"], "Missing eff_fac " \ + "key in config['responses']['cont']." + eff_fac = config["responses"]["cont"]["eff_fac"] res = 1. + 15. * np.abs(0.045 * np.cos(cc_lat_vals * 0.045) + 0.045) * (eff_fac - 1.) - + # Eq. 3.3.10 of Hüttenhofer (2013); RF weighting in AirClim 2.1 elif val == "w3": res = 1. + 0.24 * np.cos(cc_lat_vals * np.pi / 23.) - + # raise error in case val invalid else: raise ValueError(f"Contrail weighting parameter {val} is invalid.") - + return res -def calc_cfdd(config: dict, inv_dict: dict) -> dict: +def calc_cfdd(config: dict, inv_dict: dict, ds_cont: xr.Dataset) -> dict: """Calculate the Contrail Flight Distance Density (CFDD) for each year in - inv_dict. This function uses the p_SAC data calculated during the + inv_dict. This function uses the p_sac data calculated during the development of AirClim 2.1 (Dahlmann et al., 2016). Args: config (dict): Configuration dictionary from config file. inv_dict (dict): Dictionary of emission inventory xarrays, keys are inventory years. + ds_cont (xr.Dataset): Dataset of precalculated contrail data. Returns: dict: Dictionary with CFDD values [km/km2], keys are inventory years """ - + # pre-conditions assert "responses" in config, "Missing 'responses' key in config." assert "cont" in config["responses"], "Missing 'cont' key in" \ "config['responses']." assert "G_comp" in config["responses"]["cont"], "Missing G_comp key in " \ "config['responses']['cont']." - - # load data calculated during the development of AirClim 2.1 - ds_cont = open_netcdf("repository/resp_cont.nc")["resp_cont"] - - # calculate p_SAC for aircraft G - G_comp = config["responses"]["cont"]["G_comp"] - G_comp_con = 0.04 # EIH2O 1.25, Q 43.6e6, eta 0.3 - G_comp_lh2 = 0.12 # EIH2O 8.94, Q 120.9e6, eta 0.4 - assert ((G_comp >= G_comp_con) & (G_comp <= G_comp_lh2)), "Invalid G_comp " \ - "value. Expected range: [0.04, 0.12]." - - x = (G_comp - G_comp_con) / ( G_comp_lh2 - G_comp) - p_SAC = (1. - x) * ds_cont.SAC_CON + x * ds_cont.SAC_LH2 - + + # calculate p_sac for aircraft G + g_comp = config["responses"]["cont"]["G_comp"] + g_comp_con = 0.04 # EIH2O 1.25, Q 43.6e6, eta 0.3 + g_comp_lh2 = 0.12 # EIH2O 8.94, Q 120.9e6, eta 0.4 + assert ((g_comp >= g_comp_con) & (g_comp <= g_comp_lh2)), "Invalid " \ + "G_comp value. Expected range: [0.04, 0.12]." + + x = (g_comp - g_comp_con) / ( g_comp_lh2 - g_comp) + p_sac = (1. - x) * ds_cont.SAC_CON + x * ds_cont.SAC_LH2 + # calculate contrail grid areas areas = calc_cont_grid_areas(cc_lat_vals, cc_lon_vals) - + # calculate CFDD - # p_SAC is interpolated using a power law over pressure level and using + # p_sac is interpolated using a power law over pressure level and using # a nearest neighbour for latitude and longitude. cfdd_dict = {} for year, inv in inv_dict.items(): - + # initialise arrays for storage - intrp_sigma_vals = np.empty_like(inv.index.data, dtype=np.float64) - p_sac_avg = np.empty_like(inv.index.data, dtype=np.float64) sum_km = np.zeros((len(cc_lat_vals), len(cc_lon_vals))) - + # find indices lat_idxs = np.abs(cc_lat_vals[:, np.newaxis] - inv.lat.data).argmin(axis=0) lon_idxs = np.abs(cc_lon_vals[:, np.newaxis] - inv.lon.data).argmin(axis=0) plev_idxs = len(cc_plev_vals) - np.searchsorted(cc_plev_vals[::-1], inv.plev.data, side="right") - + # interpolate over plev using power law between upper and lower bounds plev_ub = cc_plev_vals[plev_idxs] plev_lb = cc_plev_vals[plev_idxs-1] sigma_plev = 1 - ((inv.plev.data ** KAPPA - plev_lb ** KAPPA) / (plev_ub ** KAPPA - plev_lb ** KAPPA)) - - # calculate p_SAC - p_SAC_ub = p_SAC.values[lat_idxs, lon_idxs, plev_idxs] - p_SAC_lb = p_SAC.values[lat_idxs, lon_idxs, plev_idxs-1] - p_SAC_intrp = sigma_plev * p_SAC_lb + (1 - sigma_plev) * p_SAC_ub - + + # calculate p_sac + p_sac_ub = p_sac.values[lat_idxs, lon_idxs, plev_idxs] + p_sac_lb = p_sac.values[lat_idxs, lon_idxs, plev_idxs-1] + p_sac_intrp = sigma_plev * p_sac_lb + (1 - sigma_plev) * p_sac_ub + # calculate and store CFDD - # 1800s since ISS & p_SAC were developed in 30min intervals + # 1800s since ISS & p_sac were developed in 30min intervals # 3153600s in one year - sum_contrib = inv.distance.data * p_SAC_intrp * 1800. / 31536000. + sum_contrib = inv.distance.data * p_sac_intrp * 1800.0 / 31536000.0 np.add.at(sum_km, (lat_idxs, lon_idxs), sum_contrib) cfdd = sum_km / areas cfdd_dict[year] = cfdd - + # post-conditions for year, cfdd in cfdd_dict.items(): - assert cfdd.shape == (len(cc_lat_vals), len(cc_lon_vals)), f"Shape of " \ - "CFDD array for year {year} is not correct." - + assert cfdd.shape == (len(cc_lat_vals), len(cc_lon_vals)), "Shape " \ + f"of CFDD array for year {year} is not correct." + return cfdd_dict -def calc_cccov(config: dict, cfdd_dict: dict) -> dict: +def calc_cccov(config: dict, cfdd_dict: dict, ds_cont: xr.Dataset) -> dict: """Calculate contrail cirrus coverage using the relationship developed for AirClim 2.1 (Dahlmann et al., 2016). @@ -221,37 +214,39 @@ def calc_cccov(config: dict, cfdd_dict: dict) -> dict: config (dict): Configuration dictionary from config file. cfdd_dict (dict): Dictionary with CFDD values [km/km2], keys are inventory years. + ds_cont (xr.Dataset): Dataset of precalculated contrail data. Returns: dict: Dictionary with cccov values, keys are inventory years """ - + # pre-conditions assert "responses" in config, "Missing 'responses' key in config." assert "cont" in config["responses"], "Missing 'cont' key in" \ "config['responses']." - assert "eff_fac" in config["responses"]["cont"], "Missing eff_fac key in " \ - "config['responses']['cont']." + assert "eff_fac" in config["responses"]["cont"], "Missing eff_fac key " \ + "in config['responses']['cont']." for year, cfdd in cfdd_dict.items(): - assert cfdd.shape == (len(cc_lat_vals), len(cc_lon_vals)), f"Shape of " \ - "CFDD array for year {year} is not correct." - - # load data calculated during the development of AirClim 2.1 - ds_cont = open_netcdf("repository/resp_cont.nc")["resp_cont"] + assert cfdd.shape == (len(cc_lat_vals), len(cc_lon_vals)), "Shape " \ + f"of CFDD array for year {year} is not correct." + + # load weighting function eff_fac = config["responses"]["cont"]["eff_fac"] w1 = calc_cont_weighting(config, "w1") - + # calculate cccov cccov_dict = {} for year, cfdd in cfdd_dict.items(): - cccov = 0.128 * ds_cont.ISS.data * np.arctan(97.7 * cfdd / ds_cont.ISS.data) * eff_fac * w1[:, np.newaxis] + cccov = 0.128 * ds_cont.ISS.data * np.arctan(97.7 * cfdd / + ds_cont.ISS.data) + cccov = cccov * eff_fac * w1[:, np.newaxis] # add corrections cccov_dict[year] = cccov - + # post-conditions for year, cccov in cccov_dict.items(): - assert cccov.shape == (len(cc_lat_vals), len(cc_lon_vals)), f"Shape of " \ - "cccov array for year {year} is not correct." - + assert cccov.shape == (len(cc_lat_vals), len(cc_lon_vals)), "Shape " \ + f"of cccov array for year {year} is not correct." + return cccov_dict @@ -268,30 +263,30 @@ def calc_cccov_tot(config, cccov_dict): dict: Dictionary with total, area-weighted contrail cirrus coverage, keys are inventory years. """ - + for year, cccov in cccov_dict.items(): - assert cccov.shape == (len(cc_lat_vals), len(cc_lon_vals)), f"Shape of " \ - "cccov array for year {year} is not correct." + assert cccov.shape == (len(cc_lat_vals), len(cc_lon_vals)), "Shape " \ + f"of cccov array for year {year} is not correct." # calculate contril grid cell areas areas = calc_cont_grid_areas(cc_lat_vals, cc_lon_vals) w2 = calc_cont_weighting(config, "w2") w3 = calc_cont_weighting(config, "w3") - + # calculate total (area-weighted) cccov cccov_tot_dict = {} for year, cccov in cccov_dict.items(): cccov_tot = (cccov * areas).sum(axis=1) * w2 * w3 / areas.sum() cccov_tot_dict[year] = cccov_tot - + for year, cccov_tot in cccov_tot_dict.items(): - assert cccov_tot.shape == (len(cc_lat_vals),), f"Shape of cccov_tot " \ - "array for year {year} is not correct." - + assert cccov_tot.shape == (len(cc_lat_vals),), "Shape of cccov_tot " \ + f"array for year {year} is not correct." + return cccov_tot_dict -def calc_cont_RF(config, cccov_tot_dict, inv_dict): +def calc_cont_rf(config, cccov_tot_dict, inv_dict): """Calculate contrail Radiative Forcing (RF) using the relationship developed for AirClim 2.1 (Dahlmann et al., 2016). @@ -306,7 +301,7 @@ def calc_cont_RF(config, cccov_tot_dict, inv_dict): dict: Dictionary with contrail RF values interpolated for all years between the simulation start and end years. """ - + # pre-conditions: check config assert "responses" in config, "Missing 'responses' key in config." assert "cont" in config["responses"], "Missing 'cont' key in" \ @@ -322,22 +317,24 @@ def calc_cont_RF(config, cccov_tot_dict, inv_dict): "cccov_dict do not match those of inv_dict." for year, cccov_tot in cccov_tot_dict.items(): assert cccov_tot.shape == (len(cc_lat_vals),), f"Shape of cccov_tot " \ - "array for year {year} is not correct." - + f"array for year {year} is not correct." + # calculate RF factor due to PM reduction, from AirClim 2.1 - PMrel = config["responses"]["cont"]["PMrel"] - if PMrel >= 0.033: - PM_factor = 0.92 * np.arctan(1.902 * PMrel ** 0.74) + pm_rel = config["responses"]["cont"]["PMrel"] + if pm_rel >= 0.033: + pm_factor = 0.92 * np.arctan(1.902 * pm_rel ** 0.74) else: - PM_factor = 0.92 * np.arctan(1.902 * 0.033 ** 0.74) - + pm_factor = 0.92 * np.arctan(1.902 * 0.033 ** 0.74) + # calculate contrail RF - cont_RF_at_inv = [] # RF at inventory years + cont_rf_at_inv = [] # RF at inventory years for year, cccov_tot in cccov_tot_dict.items(): - cont_RF = 14.9 * np.sum(cccov_tot) * PM_factor - cont_RF_at_inv.append(cont_RF) - + cont_rf = 14.9 * np.sum(cccov_tot) * pm_factor + cont_rf_at_inv.append(cont_rf) + # interpolate RF to all simulation years - _, rf_cont_dict = apply_evolution(config, {"cont": np.array(cont_RF_at_inv)}, inv_dict) - - return rf_cont_dict \ No newline at end of file + _, rf_cont_dict = apply_evolution(config, + {"cont": np.array(cont_rf_at_inv)}, + inv_dict) + + return rf_cont_dict diff --git a/openairclim/read_config.py b/openairclim/read_config.py index 03c59bb..fd022a2 100644 --- a/openairclim/read_config.py +++ b/openairclim/read_config.py @@ -251,7 +251,7 @@ def classify_species(config): pass if exists is False: raise KeyError("Responses not defined in config for", spec) - return species_0d, species_2d, species_cont + return species_0d, species_2d, species_cont def classify_response_types(config, species_arr): diff --git a/tests/calc_cont_test.py b/tests/calc_cont_test.py index e40bac7..3e4672a 100644 --- a/tests/calc_cont_test.py +++ b/tests/calc_cont_test.py @@ -1,59 +1,18 @@ """ Provides tests for module calc_cont """ - import numpy as np import pytest -import openairclim as oac -from contextlib import chdir -import xarray as xr - - -def create_synthetic_inv_dict(n_keys, n_values, seed=None): - """Creates synthetic inventory dictionary of datasets for testing. - - Args: - n_keys (int): number of keys in the dictionary - n_values (int): number of values in each dataset - seed (int, optional): set random seed, defaults to "None" - - Returns: - dict: synthetic inventory dictionary, keys are random years between - 2020 and 2050 - """ - - # set random seed - np.random.seed(seed) - - # create random values - keys = sorted(np.random.choice(range(2020, 2051), n_keys, replace=False)) - lat_values = np.random.uniform(-90, 90, n_values) - lon_values = np.random.uniform(0, 360, n_values) - plev_values = np.random.uniform(10, 1014, n_values) - distance_values = np.random.uniform(1e3, 1e6, n_values) - - # create dictionary - inv_dict = {} - for key in keys: - ds_key = xr.Dataset( - { - "lat": ("index", lat_values), - "lon": ("index", lon_values), - "plev": ("index", plev_values), - "distance": ("index", distance_values), - }, - coords={"index": np.arange(n_values)}, - ) - inv_dict[key] = ds_key - - return inv_dict +import openairclim as oac +from utils.create_test_data import create_test_inv, create_test_resp_cont class TestInputContrailGrid: """Tests the input contrail grid, defined by `cc_lat_vals`, `cc_lon_vals` and `cc_plev_vals`.""" - + def test_lon_vals(self): + """Tests longitude values.""" lon = oac.cc_lon_vals assert len(lon) > 0, "Contrail grid longitudes cannot be empty." assert len(lon) == len(np.unique(lon)), "Duplicate longitude values " \ @@ -64,8 +23,9 @@ def test_lon_vals(self): "include both 0 and 360 deg values." assert np.all(lon == np.sort(lon)), "Contrail grid longitudes must " \ "be sorted in ascending order." - + def test_lat_vals(self): + """Tests latitude values.""" lat = oac.cc_lat_vals assert len(lat) > 0, "Contrail grid latitudes cannot be empty." assert len(lat) == len(np.unique(lat)), "Duplicate latitude values " \ @@ -74,8 +34,9 @@ def test_lat_vals(self): "be between, but not equal to, -90 and +90 degrees." assert np.all(lat == np.sort(lat)[::-1]), "Contrail grid latitudes " \ "must be sorted in descending order." - + def test_plev_vals(self): + """Tests pressure level values.""" plev = oac.cc_plev_vals assert len(plev) > 0, "Contrail grid pressure levels cannot be empty." assert len(plev) == len(np.unique(plev)), "Duplicate pressure level " \ @@ -86,38 +47,9 @@ def test_plev_vals(self): "be at altitudes above ground level - defined as 1014 hPa." -class TestContrailInputValues: - """Tests the input values for the contrail calculations stored as - `resp_cont.nc`.""" - - @pytest.fixture(scope="class") - def ds_resp_cont(self): - """Fixture to load the `resp_cont.nc` file.""" - with chdir("example/"): - return xr.open_dataset("repository/resp_cont.nc") - - def test_required_variables(self, ds_resp_cont): - """Test that `resp_cont` includes data variables ISS, SAC_CON and - SAC_LH2.""" - required_vars = ["ISS", "SAC_CON", "SAC_LH2"] - for var in required_vars: - assert var in ds_resp_cont, f"Missing required variable '{var}' " \ - "in resp_cont." - - def test_required_coords(self, ds_resp_cont): - """Test required coordinates and their respective units.""" - required_coords = ["lat", "lon", "plev"] - required_units = ["deg", "deg", "hPa"] - for coord, unit in zip(required_coords, required_units): - assert coord in ds_resp_cont, f"Missing required coordinate " \ - "'{coord}' in resp_cont." - assert ds_resp_cont[coord].attrs.get("units") == unit, f"Incorrect " \ - "unit for coordinate '{coord}'. Should be '{unit}'." - - class TestCalcContGridAreas: """Tests function calc_cont_grid_areas(lat, lon)""" - + def test_unsorted_latitudes(self): """Ensures that the latitude order does not affect results.""" lat_vals = np.arange(-89.0, 89.0, 3.0) @@ -128,7 +60,7 @@ def test_unsorted_latitudes(self): res_sorted = oac.calc_cont_grid_areas(lat_vals, lon_vals) assert np.all(res_unsorted == res_sorted), "Sorting of latitudes " \ "unsuccessful." - + def test_unsorted_longitudes(self): """Ensures that the longitude order does not affect results.""" lat_vals = np.arange(-89.0, 89.0, 3.0) @@ -143,22 +75,22 @@ def test_unsorted_longitudes(self): class TestCalcContWeighting: """Tests function calc_cont_weighting(config, val)""" - + def test_invalid_value(self): """Tests an invalid weighting value.""" - config = {"responses": {"cont":{"eff_fac": 1.0}}} + config = {"responses": {"cont":{"eff_fac": 1.0}}} with pytest.raises(ValueError): oac.calc_cont_weighting(config, "invalid_value") - + nlat = len(oac.cc_lat_vals) @pytest.mark.parametrize("val,len_val", [("w1", nlat), ("w2", nlat), ("w3", nlat)]) def test_weighting_size(self, val, len_val): """Tests that calculated weightings are of size (nlat).""" - config = {"responses": {"cont": {"eff_fac": 1.0}}} + config = {"responses": {"cont": {"eff_fac": 1.0}}} assert len(oac.calc_cont_weighting(config, val)) == len_val - + @pytest.mark.parametrize("config", [{}, {"responses": {}}, {"responses": {"cont": {}}}]) @@ -170,113 +102,116 @@ def test_missing_config_values(self, config): class TestCalcCFDD: """Tests function calc_cfdd(config, inv_dict)""" - + + @pytest.fixture(scope="class") + def ds_cont(self): + """Fixture to load an example ds_cont file.""" + return create_test_resp_cont() + + @pytest.fixture(scope="class") + def inv_dict(self): + """Fixture to create an example inv_dict.""" + return {2020: create_test_inv(year=2020)} + @pytest.mark.parametrize("config", [{}, {"responses": {}}, {"responses": {"cont": {}}}]) - def test_missing_config_values(self, config): + def test_missing_config_values(self, config, inv_dict, ds_cont): """Tests missing config values.""" - with chdir("example/"): # TODO ds_comp is currently saved in example/directory - inv_dict = create_synthetic_inv_dict(2, 100) - with pytest.raises(AssertionError): - oac.calc_cfdd(config, inv_dict) - - def test_invalid_Gcomp(self): + with pytest.raises(AssertionError): + oac.calc_cfdd(config, inv_dict, ds_cont) + + def test_invalid_g_comp(self, inv_dict, ds_cont): """Tests an invalid G_comp value.""" - with chdir("example/"): # TODO ds_comp is currently saved in example/directory - # test upper bound - config = {"responses": {"cont": {"G_comp": 0.2}}} - inv_dict = {} - with pytest.raises(AssertionError): - oac.calc_cfdd(config, inv_dict) - # test lower bound - config["responses"]["cont"]["G_comp"] = 0.02 - with pytest.raises(AssertionError): - oac.calc_cfdd(config, inv_dict) - - def test_output_structure(self): + config = {"responses": {"cont": {"G_comp": 0.2}}} + with pytest.raises(AssertionError): + oac.calc_cfdd(config, inv_dict, ds_cont) + # test lower bound + config["responses"]["cont"]["G_comp"] = 0.02 + with pytest.raises(AssertionError): + oac.calc_cfdd(config, inv_dict, ds_cont) + + def test_output_structure(self, inv_dict, ds_cont): """Tests the output structure.""" - with chdir("example/"): # TODO ds_comp is currently saved in example/directory - config = {"responses": {"cont": {"G_comp": 0.1}}} - inv_dict = create_synthetic_inv_dict(2, 100) - result = oac.calc_cfdd(config, inv_dict) - - # run tests - assert isinstance(result, dict), "Output is not a dictionary." - assert set(result.keys()) == set(inv_dict.keys()), "Output keys " \ - "do not match input keys." - for year, cfdd in result.items(): - assert isinstance(cfdd, np.ndarray), "CFDD is not an array." - assert cfdd.shape == (len(oac.cc_lat_vals), len(oac.cc_lon_vals)), \ - "CFDD array has incorrect shape." - - def test_empty_inventory(self): + config = {"responses": {"cont": {"G_comp": 0.1}}} + result = oac.calc_cfdd(config, inv_dict, ds_cont) + + # run tests + assert isinstance(result, dict), "Output is not a dictionary." + assert set(result.keys()) == set(inv_dict.keys()), "Output keys " \ + "do not match input keys." + for year, cfdd in result.items(): + assert isinstance(cfdd, np.ndarray), "CFDD is not an array." + assert cfdd.shape == (len(oac.cc_lat_vals), len(oac.cc_lon_vals)),\ + f"CFDD array has incorrect shape for year {year}." + + def test_empty_inventory(self, ds_cont): """Tests the handling of an empty input inventory.""" - with chdir("example/"): # TODO ds_comp is currently saved in example/directory - config = {"responses": {"cont": {"G_comp": 0.1}}} - inv_dict = {} # empty inventory - result = oac.calc_cfdd(config, inv_dict) - assert result == {}, "Result should be an empty dictionary for an " \ - "empty inventory." - + config = {"responses": {"cont": {"G_comp": 0.1}}} + inv_dict = {} # empty inventory + result = oac.calc_cfdd(config, inv_dict, ds_cont) + assert not result, "Result should be an empty dictionary for an " \ + "empty inventory." + class TestCalcCccov: """Tests function calc_cccov(config, cfdd_dict)""" - - def test_output_structure(self): + + @pytest.fixture(scope="class") + def ds_cont(self): + """Fixture to load an example ds_cont file.""" + return create_test_resp_cont() + + def test_output_structure(self, ds_cont): """Tests the output structure.""" - with chdir("example/"): # TODO ds_comp is currently saved in example/directory - config = {"responses": {"cont": {"eff_fac": 0.5}}} - len_lon = len(oac.cc_lon_vals) - len_lat = len(oac.cc_lat_vals) - cfdd_dict = {2020: np.random.rand(len_lat, len_lon), - 2050: np.random.rand(len_lat, len_lon)} - result = oac.calc_cccov(config, cfdd_dict) - - # run assertions - assert isinstance(result, dict), "Output is not a dictionary." - assert set(result.keys()) == set(cfdd_dict.keys()), "Output keys " \ - "do not match input keys." - for year, cccov in result.items(): - assert isinstance(cccov, np.ndarray), "cccov is not an array." - assert cccov.shape == (len_lat, len_lon), "cccov array has " \ - "incorrect shape" - - def test_incorrect_cfdd_shape(self): + config = {"responses": {"cont": {"eff_fac": 0.5}}} + len_lon = len(oac.cc_lon_vals) + len_lat = len(oac.cc_lat_vals) + cfdd_dict = {2020: np.random.rand(len_lat, len_lon), + 2050: np.random.rand(len_lat, len_lon)} + result = oac.calc_cccov(config, cfdd_dict, ds_cont) + + # run assertions + assert isinstance(result, dict), "Output is not a dictionary." + assert set(result.keys()) == set(cfdd_dict.keys()), "Output keys " \ + "do not match input keys." + for year, cccov in result.items(): + assert isinstance(cccov, np.ndarray), "cccov is not an array." + assert cccov.shape == (len_lat, len_lon), "cccov array has " \ + f"incorrect shape for year {year}." + + def test_incorrect_cfdd_shape(self, ds_cont): """Tests incorrect shape of each cfdd array within cfdd_dict.""" - with chdir("example/"): # TODO ds_comp is currently saved in example/directory - config = {"responses": {"cont": {"eff_fac": 0.5}}} - cfdd_dict = {2020: np.random.rand(10, 10), - 2050: np.random.rand(10, 10)} - with pytest.raises(AssertionError): - oac.calc_cccov(config, cfdd_dict) - + config = {"responses": {"cont": {"eff_fac": 0.5}}} + cfdd_dict = {2020: np.random.rand(10, 10), + 2050: np.random.rand(10, 10)} + with pytest.raises(AssertionError): + oac.calc_cccov(config, cfdd_dict, ds_cont) + @pytest.mark.parametrize("config", [{}, {"responses": {}}, {"responses": {"cont": {}}}]) - def test_missing_config_values(self, config): + def test_missing_config_values(self, config, ds_cont): """Tests missing config values.""" - with chdir("example/"): # TODO ds_comp is currently saved in example/directory - len_lon = len(oac.cc_lon_vals) - len_lat = len(oac.cc_lat_vals) - cfdd_dict = {2020: np.random.rand(len_lat, len_lon), - 2050: np.random.rand(len_lat, len_lon)} - with pytest.raises(AssertionError): - oac.calc_cccov(config, cfdd_dict) - - def test_empty_cfdd_dict(self): + len_lon = len(oac.cc_lon_vals) + len_lat = len(oac.cc_lat_vals) + cfdd_dict = {2020: np.random.rand(len_lat, len_lon), + 2050: np.random.rand(len_lat, len_lon)} + with pytest.raises(AssertionError): + oac.calc_cccov(config, cfdd_dict, ds_cont) + + def test_empty_cfdd_dict(self, ds_cont): """Tests the output for an empty cfdd_dict.""" - with chdir("example/"): # TODO ds_comp is currently saved in example/directory - config = {"responses": {"cont": {"eff_fac": 0.5}}} - cfdd_dict = {} - result = oac.calc_cccov(config, cfdd_dict) - assert result == {}, "Result should be an empty dictionary for an " \ - "empty cfdd_dict." - + config = {"responses": {"cont": {"eff_fac": 0.5}}} + cfdd_dict = {} + result = oac.calc_cccov(config, cfdd_dict, ds_cont) + assert not result, "Result should be an empty dictionary for an " \ + "empty cfdd_dict." + class TestCalcCccovTot: """Tests function calc_cccov_tot(config, cccov_dict)""" - + def test_output_structure(self): """Tests output structure.""" len_lon = len(oac.cc_lon_vals) @@ -285,13 +220,14 @@ def test_output_structure(self): 2050: np.random.rand(len_lat, len_lon)} config = {"responses": {"cont": {"eff_fac": 0.5}}} result = oac.calc_cccov_tot(config, cccov_dict) - + # run assertions assert isinstance(result, dict), "Output is not a dictionary." assert set(result.keys()) == set(cccov_dict.keys()), "Output keys " \ "do not match input keys." - for year, cccov_tot in result.items(): - assert isinstance(cccov_tot, np.ndarray), "cccov_tot is not an array." + for _, cccov_tot in result.items(): + assert isinstance(cccov_tot, np.ndarray), "cccov_tot should be " \ + "an array." assert cccov_tot.shape == (len_lat,), "cccov_tot should be a " \ "function of latitude only." @@ -306,7 +242,7 @@ def test_missing_config_values(self, config): 2050: np.random.rand(len_lat, len_lon)} with pytest.raises(AssertionError): oac.calc_cccov_tot(config, cccov_dict) - + def test_incorrect_cccov_shape(self): """Tests incorrect shape of each cccov array within cfdd_dict.""" config = {"responses": {"cont": {"eff_fac": 0.5}}} @@ -314,65 +250,68 @@ def test_incorrect_cccov_shape(self): 2050: np.random.rand(10, 10)} with pytest.raises(AssertionError): oac.calc_cccov_tot(config, cccov_dict) - + def test_empty_cccov_dict(self): """Tests the output for an empty cccov_dict.""" config = {"responses": {"cont": {"eff_fac": 0.5}}} cccov_dict = {} result = oac.calc_cccov_tot(config, cccov_dict) - assert result == {}, "Result should be an empty dictionary for an " \ + assert not result, "Result should be an empty dictionary for an " \ "empty cccov_dict." class TestCalcContRF: """Tests function calc_cont_RF(config, cccov_tot_dict, inv_dict)""" - - def test_output_structure(self): + + @pytest.fixture(scope="class") + def inv_dict(self): + """Fixture to create an example inv_dict.""" + return {2020: create_test_inv(year=2020), + 2050: create_test_inv(year=2050)} + + def test_output_structure(self, inv_dict): """Tests the output structure.""" config = {"responses": {"cont": {"PMrel": 1.0}}, "time": {"range": [2020, 2051, 1]}} len_lat = len(oac.cc_lat_vals) - inv_dict = create_synthetic_inv_dict(2, 100) years = list(inv_dict.keys()) cccov_tot_dict = {years[0]: np.random.rand(len_lat), years[1]: np.random.rand(len_lat)} - result = oac.calc_cont_RF(config, cccov_tot_dict, inv_dict) - + result = oac.calc_cont_rf(config, cccov_tot_dict, inv_dict) + # run assertions assert isinstance(result, dict), "Output should be a dictionary" assert "cont" in result, "Output does not include 'cont'." assert len(result["cont"]) == 31, "Output length does not match the " \ " number of years in inv_dict." - - def test_incorrect_keys(self): + + def test_incorrect_keys(self, inv_dict): """Tests differing keys in inv_dict and cccov_tot_dict.""" config = {"responses": {"cont": {"PMrel": 1.0}}, "time": {"range": [2020, 2051, 1]}} len_lat = len(oac.cc_lat_vals) - inv_dict = create_synthetic_inv_dict(2, 100, 42) # keys: 2035, 2047 - cccov_tot_dict = {2020: np.random.rand(len_lat), - 2050: np.random.rand(len_lat)} + cccov_tot_dict = {2021: np.random.rand(len_lat), + 2049: np.random.rand(len_lat)} with pytest.raises(AssertionError): - oac.calc_cont_RF(config, cccov_tot_dict, inv_dict) + oac.calc_cont_rf(config, cccov_tot_dict, inv_dict) @pytest.mark.parametrize("config", [{}, {"responses": {}}, {"responses": {"cont": {}}}, {"time": {}}]) - def test_missing_config_values(self, config): + def test_missing_config_values(self, config, inv_dict): """Tests missing config values.""" len_lat = len(oac.cc_lat_vals) - inv_dict = create_synthetic_inv_dict(2, 100) years = list(inv_dict.keys()) cccov_tot_dict = {years[0]: np.random.rand(len_lat), years[1]: np.random.rand(len_lat)} with pytest.raises(AssertionError): - oac.calc_cont_RF(config, cccov_tot_dict, inv_dict) + oac.calc_cont_rf(config, cccov_tot_dict, inv_dict) def test_empty_input_dicts(self): """Tests empty input dicts.""" config = {"responses": {"cont": {"PMrel": 1.0}}, "time": {"range": [2020, 2051, 1]}} with pytest.raises(AssertionError): - oac.calc_cont_RF(config, {}, {}) + oac.calc_cont_rf(config, {}, {}) \ No newline at end of file diff --git a/utils/create_test_data.py b/utils/create_test_data.py index 46c0c8d..4bdc4b7 100644 --- a/utils/create_test_data.py +++ b/utils/create_test_data.py @@ -4,7 +4,7 @@ import numpy as np import xarray as xr -import create_artificial_inventories as cai +import utils.create_artificial_inventories as cai def create_test_conc_resp(): @@ -89,3 +89,46 @@ def create_test_inv(year=2020, size=3): """ inv = cai.ArtificialInventory(year, size=size).create() return inv + + +def create_test_resp_cont(n_lat=48, n_lon=96, n_plev=39, seed=None): + """Creates example precalculated contrail input data for testing purposes. + + Args: + n_lat (int, optional): Number of latitude values. Defaults to 48. + n_lon (int, optional): Number of longitude values. Defaults to 96. + n_plev (int, optional): Number of pressure level values. Defaults to 39. + seed (int, optional): Random seed. + + Returns: + xr.Dataset: Example precalculated contrail input data. + """ + + # set random seed + np.random.seed(seed) + + # Create the coordinates + lon = np.linspace(0, 360, n_lon, endpoint=False) + lat = np.linspace(90, -90, n_lat + 2)[1:-1] # do not include 90 or -90 + plev = np.linspace(1014, 10, n_plev) + + # Create the data variables with random values between 0 and 1 + iss = np.random.rand(n_lat, n_lon) + sac_con = np.random.rand(n_lat, n_lon, n_plev) + sac_lh2 = np.random.rand(n_lat, n_lon, n_plev) + + # Combine into an xarray Dataset + ds_cont = xr.Dataset( + { + "ISS": (["lat", "lon"], iss), + "SAC_CON": (["lat", "lon", "plev"], sac_con), + "SAC_LH2": (["lat", "lon", "plev"], sac_lh2) + }, + coords={ + "lon": ("lon", lon), + "lat": ("lat", lat), + "plev": ("plev", plev) + } + ) + + return ds_cont diff --git a/utils/create_test_files.py b/utils/create_test_files.py index 6de47fa..acf79ab 100644 --- a/utils/create_test_files.py +++ b/utils/create_test_files.py @@ -1,7 +1,7 @@ """Create files for testing purposes""" import os -import create_test_data as ctd +import utils.create_test_data as ctd # CONSTANTS From d622af10c4dbf90c396eb0bca5c882263ea117b2 Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Tue, 5 Nov 2024 17:56:23 +0100 Subject: [PATCH 42/64] Updated relative import structure for utils files --- utils/create_test_data.py | 4 ++-- utils/create_test_files.py | 6 +++--- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/utils/create_test_data.py b/utils/create_test_data.py index 4bdc4b7..0880f04 100644 --- a/utils/create_test_data.py +++ b/utils/create_test_data.py @@ -4,7 +4,7 @@ import numpy as np import xarray as xr -import utils.create_artificial_inventories as cai +from .create_artificial_inventories import ArtificialInventory def create_test_conc_resp(): @@ -87,7 +87,7 @@ def create_test_inv(year=2020, size=3): xr.Dataset: An xarray dataset with random inventory data. """ - inv = cai.ArtificialInventory(year, size=size).create() + inv = ArtificialInventory(year, size=size).create() return inv diff --git a/utils/create_test_files.py b/utils/create_test_files.py index acf79ab..3abfad4 100644 --- a/utils/create_test_files.py +++ b/utils/create_test_files.py @@ -1,7 +1,7 @@ """Create files for testing purposes""" import os -import utils.create_test_data as ctd +from .create_test_data import create_test_inv, create_test_rf_resp # CONSTANTS @@ -85,7 +85,7 @@ def create_test_inv_nc(repo_path, inv_name): if os.path.isfile(file_path): msg = "Overwrite existing file " + file_path print(msg) - inv = ctd.create_test_inv() + inv = create_test_inv() inv.to_netcdf(file_path) @@ -107,7 +107,7 @@ def create_test_resp_nc(repo_path, resp_name): if os.path.isfile(file_path): msg = "Overwrite existing file " + file_path print(msg) - resp = ctd.create_test_rf_resp() + resp = create_test_rf_resp() resp.to_netcdf(file_path) From b54a50562e923ec34fa8d9e32e689b04fd084829 Mon 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zGq1;8UcXCT=eyZA-e0x%CHr`n_xr9l>gVqA`LXQtrsiDoxwUka{@l_Pe)@deeTiTD zd|i66U;m(=OaJ`8e~!TaRRq2(gZaoyo1eAY3B&)t42F+D2E%JI7+#aX@OpOM7he9q te}eD%m_ETpe1eZIEj{u7X%2Rl|7o7Q<1_v1yklPTj(PpXC%pIE{{?z=ucQC~ literal 0 HcmV?d00001 From 9ee2d5807b697e00cee07cdf7bccf2e6942862bd Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Wed, 6 Nov 2024 11:26:25 +0100 Subject: [PATCH 44/64] Update of relative links to utils files --- openairclim/calc_cont.py | 8 +++++--- utils/create_test_data.py | 7 ++++++- utils/create_test_files.py | 6 +++++- 3 files changed, 16 insertions(+), 5 deletions(-) diff --git a/openairclim/calc_cont.py b/openairclim/calc_cont.py index 91b0d3a..16c2ecb 100644 --- a/openairclim/calc_cont.py +++ b/openairclim/calc_cont.py @@ -1,10 +1,12 @@ """ Calculates the contrail response. - -_author_: Liam Megill -_email_: liam.megill@dlr.de """ +__author__ = "Liam Megill" +__email__ = "liam.megill@dlr.de" +__license__ = "Apache License 2.0" + + import numpy as np import xarray as xr from openairclim.interpolate_time import apply_evolution diff --git a/utils/create_test_data.py b/utils/create_test_data.py index 0880f04..fa15d0c 100644 --- a/utils/create_test_data.py +++ b/utils/create_test_data.py @@ -2,9 +2,14 @@ Creates data objects for testing """ +import sys +import os import numpy as np import xarray as xr -from .create_artificial_inventories import ArtificialInventory + +SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__)) +sys.path.append(os.path.dirname(SCRIPT_DIR)) +from utils.create_artificial_inventories import ArtificialInventory def create_test_conc_resp(): diff --git a/utils/create_test_files.py b/utils/create_test_files.py index 3abfad4..b86eb2f 100644 --- a/utils/create_test_files.py +++ b/utils/create_test_files.py @@ -1,7 +1,11 @@ """Create files for testing purposes""" +import sys import os -from .create_test_data import create_test_inv, create_test_rf_resp +SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__)) +sys.path.append(os.path.dirname(SCRIPT_DIR)) + +from utils.create_test_data import create_test_inv, create_test_rf_resp # CONSTANTS From bd1a1b8aa86b0862dda33b5e5aef5d8b9dd67149 Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Wed, 6 Nov 2024 12:03:05 +0100 Subject: [PATCH 45/64] Updated coordinates of resp_cont.nc --- example/repository/resp_cont.nc | Bin 4362745 -> 4369114 bytes openairclim/calc_cont.py | 1 + 2 files changed, 1 insertion(+) diff --git a/example/repository/resp_cont.nc b/example/repository/resp_cont.nc index 6af21abd22751c4c82a3ffbf4d923735b3e04c4c..5e4617a0407309890fb81d8e5f35f6ebbc41279a 100644 GIT binary patch delta 3482 zcmcImZA?>F7=CYCN`az9q$ntqj}06ZD)@=0w1o~fR0cSO&5$Z}c7bBr`jwd=PJ@C@ z*c}{x5M!w>(>T#FB>@e7ESbyL=3*8zHQ5sP5u-Dkx@`U#d(S=hmRl>hCEE=Tw>{@Q z=REIop7WkQ_O~i-eAB9EpE32uaSPDLB>V>$DqfM$VX|>+Pj5}O9&`K^MFC&0o>{r-{zyB-VoV`IfvDQ(^ce8ZZg4rg)*_ps&e`B_ zd7ObeMdjv91+Xss`HzG^^YojI=Z^H2BkxGVW6SvuP`q!{_hmaTLjswu3uhR 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zxYt_C6?tCU)^n>L$2(Ui%+kG)9yHh2=SanUy@%ah{yu!X3%=@{x@$e3nrlw=t`p{@ z?1+}ZQpw`_2yw_cEynB&As8mlC7Lo7*Y@a*-8TOqc9pPFcmRk6`ekxlw%v zQ)T8QEZE7XT#fAR6G4Wz>JX7(WvGGVy~-OEVZidU}M}Vvv#Le5*vyL46ziA zsI=r&2T^KW_pbvFLm7|>S&$7mkPCS*5AwkU1u!29VF4_JAD{?|p#(}{QTSnK@yMH5 z;SU}CB77_{_V0@iDHWpVB&!!r;oi71zQ)hSGK|5#j1KvGf6rYz(XwuBl5=1}xSna8a_~Y0EQMuI2~|)HHBbw6P!A2T92#LoctSKeUl;1}Y^i!8SvvH)IV`*~j6*w3 zlt|*n5Ie0ry8YL^@xtRw4i}EHgHm|x0;`t9aI-coMw_)MQi1Xv>`Lu`dIm2klM8JsC|oB#j- diff --git a/openairclim/calc_cont.py b/openairclim/calc_cont.py index 16c2ecb..08989e2 100644 --- a/openairclim/calc_cont.py +++ b/openairclim/calc_cont.py @@ -1,5 +1,6 @@ """ Calculates the contrail response. +Currently implemented: AirClim 2.1 contrail module. """ __author__ = "Liam Megill" From b1d0fae1655316de8fe9c83777ca6561cede7a33 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Wed, 6 Nov 2024 17:20:52 +0100 Subject: [PATCH 46/64] Move repository directory --- .gitignore | 10 ++------- example/example.toml | 20 ++++++++++-------- openairclim/construct_conc.py | 3 ++- openairclim/main.py | 2 +- openairclim/read_config.py | 7 ++++-- openairclim/read_netcdf.py | 3 ++- {example/repository => repository}/ch4_bg.nc | Bin {example/repository => repository}/co2_bg.nc | Bin {example/repository => repository}/n2o_bg.nc | Bin {example/repository => repository}/resp_RF.nc | Bin repository/resp_ch4.nc | Bin 0 -> 14514 bytes .../repository => repository}/resp_cont.nc | Bin utils/create_artificial_inventories.py | 2 +- utils/create_time_evolution.py | 2 +- 14 files changed, 25 insertions(+), 24 deletions(-) rename {example/repository => repository}/ch4_bg.nc (100%) rename {example/repository => repository}/co2_bg.nc (100%) rename {example/repository => repository}/n2o_bg.nc (100%) rename {example/repository => repository}/resp_RF.nc (100%) create mode 100644 repository/resp_ch4.nc rename {example/repository => repository}/resp_cont.nc (100%) diff --git a/.gitignore b/.gitignore index 9964502..aeb40d4 100644 --- a/.gitignore +++ b/.gitignore @@ -19,14 +19,8 @@ __pycache__/ # ignore Jupyter Notebooks /ipynb/ -# ignore REPOSITORIES -example/repository/*.nc -# exceptions -!example/repository/co2_bg.nc -!example/repository/ch4_bg.nc -!example/repository/n2o_bg.nc -!example/repository/resp_RF.nc -!example/repository/resp_cont.nc +# ignore repositories and input data +example/input/*.nc tests/repository/*.* tests/repository/cache # exceptions diff --git a/example/example.toml b/example/example.toml index c8d9d13..c5aaac6 100644 --- a/example/example.toml +++ b/example/example.toml @@ -9,12 +9,12 @@ inv = ["CO2", "H2O", "NOx", "distance"] # possible values: "NO", "NO2" nox = "NO" # Output / response species -# possible values: "CO2", "H2O" +# possible values: "CO2", "H2O", "cont" out = ["CO2", "H2O", "cont"] # Emission inventories [inventories] -dir = "repository/" +dir = "input/" files = [ "emi_inv_2020.nc", # "emi_inv_2030.nc", @@ -42,7 +42,7 @@ concentrations = false # Time settings [time] -dir = "repository/" +dir = "../repository/" # Time range in years: t_start, t_end, step, (t_end not included) range = [2020, 2051, 1] # Time evolution of emissions @@ -52,18 +52,20 @@ range = [2020, 2051, 1] # Background concentrations [background] -CO2.file = "repository/co2_bg.nc" +dir = "../repository/" +CO2.file = "co2_bg.nc" CO2.scenario = "SSP2-4.5" #CO2.scenario = "SSP1-1.9" #CO2.scenario = "SSP4-6.0" #CO2.scenario = "SSP3-7.0" -CH4.file = "repository/ch4_bg.nc" +CH4.file = "ch4_bg.nc" CH4.scenario = "SSP2-4.5" -N2O.file = "repository/n2o_bg.nc" +N2O.file = "n2o_bg.nc" N2O.scenario = "SSP2-4.5" # Response options [responses] +dir = "../repository/" CO2.response_grid = "0D" CO2.conc.method = "Sausen&Schumann" #CO2.rf.method = "IPCC_2001_1" # IPCC 2001, Table 6.2 first row @@ -72,13 +74,13 @@ CO2.conc.method = "Sausen&Schumann" CO2.rf.method = "Etminan_2016" # Etminan et al. 2016 H2O.response_grid = "2D" -H2O.rf.file = "repository/resp_RF.nc" +H2O.rf.file = "resp_RF.nc" CH4.response_grid = "2D" -CH4.tau.file = "repository/resp_ch4.nc" +CH4.tau.file = "resp_ch4.nc" CH4.rf.method = "Etminan_2016" cont.response_grid = "cont" -cont.resp.file = "repository/resp_cont.nc" +cont.resp.file = "resp_cont.nc" cont.G_comp = 0.04 # conventional: 0.04; hydrogen: 0.12 cont.eff_fac = 1.0 # efficiency factor compared to kerosene (1.0) cont.PMrel = 1.0 # relative PM emissions compared to kerosene (1.0) diff --git a/openairclim/construct_conc.py b/openairclim/construct_conc.py index 885e8db..a77fedd 100644 --- a/openairclim/construct_conc.py +++ b/openairclim/construct_conc.py @@ -101,7 +101,8 @@ def interp_bg_conc(config, spec): dict: Dictionary with np.ndarray of interpolated concentrations, key is species """ - inp_file = config["background"][spec]["file"] + dir_name = config["background"]["dir"] + inp_file = dir_name + config["background"][spec]["file"] scenario = config["background"][spec]["scenario"] conc = xr.load_dataset(inp_file)[scenario] conc_dict = {spec: conc} diff --git a/openairclim/main.py b/openairclim/main.py index f60e93e..332a935 100644 --- a/openairclim/main.py +++ b/openairclim/main.py @@ -195,7 +195,7 @@ def run(file_name): cccov_tot_dict = oac.calc_cccov_tot(config, cccov_dict) # Calculate contrail RF - rf_cont_dict = oac.calc_cont_RF(config, cccov_tot_dict, inv_dict) + rf_cont_dict = oac.calc_cont_rf(config, cccov_tot_dict, inv_dict) oac.write_to_netcdf( config, rf_cont_dict, result_type="RF", mode="a" ) diff --git a/openairclim/read_config.py b/openairclim/read_config.py index fd022a2..777c62c 100644 --- a/openairclim/read_config.py +++ b/openairclim/read_config.py @@ -91,10 +91,13 @@ def check_config(config): response_files = [] for spec in species_2d: resp_flag = False + resp_dir = config["responses"]["dir"] # At least one resp_type must be defined in config - for resp_type in ["conc", "rf", "tau"]: + for resp_type in ["conc", "rf", "tau", "resp"]: try: - filename = config["responses"][spec][resp_type]["file"] + filename = ( + resp_dir + config["responses"][spec][resp_type]["file"] + ) response_files.append(filename) resp_flag = True except KeyError: diff --git a/openairclim/read_netcdf.py b/openairclim/read_netcdf.py index 647f9bd..77baedf 100644 --- a/openairclim/read_netcdf.py +++ b/openairclim/read_netcdf.py @@ -208,8 +208,9 @@ def open_netcdf_from_config(config, section, species, resp_type): """ xr_dict = {} section_dict = config[section] + dir_name = section_dict["dir"] for spec in species: - inp_file = section_dict[spec][resp_type]["file"] + inp_file = dir_name + section_dict[spec][resp_type]["file"] xr_dict[spec] = xr.load_dataset(inp_file) return xr_dict diff --git a/example/repository/ch4_bg.nc b/repository/ch4_bg.nc similarity index 100% rename from example/repository/ch4_bg.nc rename to repository/ch4_bg.nc diff --git a/example/repository/co2_bg.nc b/repository/co2_bg.nc similarity index 100% rename from example/repository/co2_bg.nc rename to repository/co2_bg.nc diff --git a/example/repository/n2o_bg.nc b/repository/n2o_bg.nc similarity index 100% rename from example/repository/n2o_bg.nc rename to repository/n2o_bg.nc diff --git a/example/repository/resp_RF.nc b/repository/resp_RF.nc similarity index 100% rename from example/repository/resp_RF.nc rename to repository/resp_RF.nc diff --git a/repository/resp_ch4.nc b/repository/resp_ch4.nc new file mode 100644 index 0000000000000000000000000000000000000000..fe919d4eee45fe87ec191849bfac888e5c0d4e59 GIT binary patch literal 14514 zcmeHO4RBP|6~3EILI?{4`4Lgf1Hw-s3Aoldyjy@Qnk*W zN#4EZymQaJ_uQX%&bfE5udS*XnmsN%Eh~#DI4WV+Y(a6$7e~VPC7Wuin$w0BI?^U` zqEnSpW$bBo8gqa%CkM~2G&~tw#-EJ2>X31=OqRvc8EXwE+e2(5kqYS_yv?CREE-9K z=4y>iT6IS_kqAd4T0y~lEgb0z#SFG{i^Ns`R#&XkP4ngUN@iE9=b=wum!w=tR&;?9s<7u2=ZHZ5+| zBGE9lrY#zehuR=&0(FW&}_CmJQAvhm0c~;|UlP>InPW1IblZ?@_8GW0=srD#6&t-AcPl21_xrZq=vEI zw_)_e*!&|y6ylwtte|e1ET|PyB5y5YYT#rUIdIXo9$K}4i`V|(OkVM9IforjJD87G z9Jun(B-EOj3r0seUs{xNVeA9pxW6NiNF3y>j4h2{@rWkD%c?J5xYw8tT&-ZEl|%Z1 zrp2(9TZUN*TCavVPwG_gGNy+4_*2(46%BQ=VI-d_O(X-6U?3j!M*KnXABwI{!Ws-C# zmn(^KSx|1QJ=B#qTypT_>Fp!#gb>#pbkNwlJ0szwXwBKghSmfF>k?Wb9BB(_MQ%?? zfxEQ8Q_|`wn(KDcpUZ<;?qq|7hS~z{A*hJ=2VVe4h{dDrp;$89=3fyHt%%0Mfk^tQ zzdgolrzwZxQo;U4-=cUl7K$gsw1QB6qLhKJ1Z~Ijit;0Tsm=2i&M7R)Um09pJkL|; z@fLc7((aYrE}(K8_{>od6&;ZW~Us)xuw7!^ujpy!R4Lu>NTKFbwsf$uCSmTK+-6%hO$>U&avk9-KQ8 z_G zy(aT5{e~xt^!Ar7xv=5EdHTW+*S)^jp6?62Pf13B|__7-PxsiuIi#b~Krr5UN(aZ*Y z%PU2{ID1QxUVPi$xBZP}`ulIJ$!l;d)PFqUrFWjZsa$_={q;Az{=!UMKX=EPviw>4 z$}Nqz=l;G--?O!Q!;NYA`r8+Ny!g_4XXx7F=Y_VP>(*=U-@o_!ca-R#9x2(J|H@P> z$rPkCkkY{axdw#!m}~Ofl!>HLVVC?Y_@O>1Sk9z(Byby!#JvuEDTBhY~S3Z6mBnffp8-nL&nB@@Yko<7|O5;JSeL1;=XqV-Sea81(tfA3Jvh_ zA8b*xWn?XbXc<7u6tN7xWj0yI*gT6YgFW)Vq3cdXe^N3|P6IWyRh33Kj~5-E*>KrO zMT)Rw0V+k_aL|4A6)i2?HO3bOJ3&=lLv>?IT~njK#aB^ZO{^-&SIgy-EDP_& z7eV8ZK4}S%?gXgFm_(V1a4Eb8UVI9^9U3^Xy|h!V4Hc9%tQ~1lC>`K)JrJN`MoA$W z_EHaGcN{k7d%NwHP|sQ7U0zwJQrqrHdP@u9lXN z4jE=kXdi@?n=GLxz(FMuh40@I$^i$(cC41rB(cP~C3F`tSS+D+C_;KLETID+kR{}z zq+d&j-3*S2VtHRPVZ@QuQ$9pIDFt6n0|T>!C!qmu2`TrOm+QH${+j>F62byCKK5V662cY(vp}7R4Ac}775~pn zA?!(L7S6z8bl#oljDL|iq}T>#4#5;b1uGW?jI)|pG!agQyQ~LU!RVUE@y(=*z6vu5 zx&|mSN#V*&Qn=tsJ-?|M5b?GL9F9D+aNwu+XOJTSlN$eGtg~3g7-XH(K?A7sIJ{Sp zwk0ys#wR+_)$wk+5v@`;5>$E$Pw`!3!<+7`SX~(S406}8dM?_f(Y2w3YcgIt$ui-m z%x$Ji1PEHe#6oF)#=Ha@AXZ@xoRvP;k2@;}MM6W$M}bp@k^q%LV@iA270ftl`s3C! zf6Y&3t3-$T+w+dSUD3b$N8;#~1x}dJJ$aqSsv1N~(KOomG@Slx(dB(Rn$XU8(PeqL zsL#biG5lY)0t&<_@&FZ>amo}}L)DuVxPb7Fa`(Ip1!iIt=p0@tJ{{xtCR9w2$-{7t zbTwt2bpJ{1ZzT`^?ptAYF7P$gLpgj(Qo{4VC1Cae;7tS6%^#^EgRbr^WC%9niO{MU zlr9xb$yKo??fCcg_7-O`^IjC`txr_ZCx0~S(0>Df!^2}ya1=&I`E}F&T_;&s|b36=p6D)L( zkdHeGb~@zG=!XvZ`Tfu#A9oi3MmxPiKJG98%yh_Cn}C@P`EJ2(;fH+OZ2%bj#X>&r zH~`Fa$j4m=fSC^YUO~3dAs=^70E)k3mXNQaS7tiomkM?ZKjh2ns1`cp(`SN%A*V>l zr`W+UbjUxaA3EgY&I-UR2l8?E24K)jgnZn=0hsBKuMYmrbjUB~+*W?budvfgi~ZoQ z?1v71Uq5uzOCMeiM!h5l^Bf-=fZEs8ez`!94Z7Md>uhwzztBck{F2NT**8Y@B9*2z zkkUX(11SxpG?3CjN&_hkq%?2>4T$*PX=x`L{~Mtl8(%u%uXmKaDgz8E?)R1addEf9 zI^uq(AWTO7*m1*Thy@^!)bG#b$noy?7aRzrppa+gy7<=?B7+x#fl)C>cptBR)Of{z E0GGg2Gynhq literal 0 HcmV?d00001 diff --git a/example/repository/resp_cont.nc b/repository/resp_cont.nc similarity index 100% rename from example/repository/resp_cont.nc rename to repository/resp_cont.nc diff --git a/utils/create_artificial_inventories.py b/utils/create_artificial_inventories.py index b15e70c..13947c9 100644 --- a/utils/create_artificial_inventories.py +++ b/utils/create_artificial_inventories.py @@ -17,7 +17,7 @@ # Number of samples in output emission inventory OUT_SIZE = 10000 # -OUT_PATH = "../example/repository/" +OUT_PATH = "../example/input/" # # Coordinate ranges # lon, lat ranges in deg diff --git a/utils/create_time_evolution.py b/utils/create_time_evolution.py index d5ac933..ec2b6f6 100644 --- a/utils/create_time_evolution.py +++ b/utils/create_time_evolution.py @@ -5,7 +5,7 @@ import matplotlib.pyplot as plt # GENERAL CONSTANTS -REPO_PATH = "../example/repository/" +REPO_PATH = "../example/input/" # SCALING CONSTANTS SCALING_TIME = np.arange(1990, 2200, 1) From a99c42ad015dc7046d39367530ffee0be4f3e6fd Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Thu, 7 Nov 2024 10:47:24 +0100 Subject: [PATCH 47/64] Modified example.toml and reference to PATH change --- example/example.toml | 8 ++++---- example/run.py | 5 +++++ 2 files changed, 9 insertions(+), 4 deletions(-) diff --git a/example/example.toml b/example/example.toml index c5aaac6..9c1281f 100644 --- a/example/example.toml +++ b/example/example.toml @@ -16,10 +16,10 @@ out = ["CO2", "H2O", "cont"] [inventories] dir = "input/" files = [ - "emi_inv_2020.nc", -# "emi_inv_2030.nc", -# "emi_inv_2040.nc", - "emi_inv_2050.nc", + "rnd_inv_2020.nc", + "rnd_inv_2030.nc", + "rnd_inv_2040.nc", + "rnd_inv_2050.nc", # "rnd_inv_2060.nc", # "rnd_inv_2070.nc", # "rnd_inv_2080.nc", diff --git a/example/run.py b/example/run.py index 0233f8a..2de7228 100644 --- a/example/run.py +++ b/example/run.py @@ -1,5 +1,10 @@ """Demonstration of OpenAirClim simulation run""" +# if you have not added the oac folder to your PATH, then you also need to +# import sys and append to PATH using sys.path.append(`.../oac`) +import os import openairclim as oac +# change directory to match current file +os.chdir(os.path.dirname(os.path.abspath(__file__))) oac.run("example.toml") From 432818ea26ce26aac4ed6d5833377709335b2476 Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Thu, 7 Nov 2024 11:02:11 +0100 Subject: [PATCH 48/64] Bug fix for contrails --- openairclim/main.py | 23 ++++++++++++++--------- 1 file changed, 14 insertions(+), 9 deletions(-) diff --git a/openairclim/main.py b/openairclim/main.py index f60e93e..3a49d4b 100644 --- a/openairclim/main.py +++ b/openairclim/main.py @@ -183,23 +183,28 @@ def run(file_name): logging.warning( "No species defined in config with 2D response_grid." ) - + if species_cont: + # load contrail data + ds_cont = oac.open_netcdf_from_config( + config, "responses", ["cont"], "resp" + )["cont"] + # Calculate Contrail Flight Distance Density (CFDD) - cfdd_dict = oac.calc_cfdd(config, inv_dict) - + cfdd_dict = oac.calc_cfdd(config, inv_dict, ds_cont) + # Calculate contrail cirrus coverage (cccov) - cccov_dict = oac.calc_cccov(config, cfdd_dict) - + cccov_dict = oac.calc_cccov(config, cfdd_dict, ds_cont) + # Calculate global, area-weighted cccov cccov_tot_dict = oac.calc_cccov_tot(config, cccov_dict) - + # Calculate contrail RF - rf_cont_dict = oac.calc_cont_RF(config, cccov_tot_dict, inv_dict) + rf_cont_dict = oac.calc_cont_rf(config, cccov_tot_dict, inv_dict) oac.write_to_netcdf( config, rf_cont_dict, result_type="RF", mode="a" ) - + # Calculate contrail temperature change dtemp_cont_dict = oac.calc_dtemp(config, "cont", rf_cont_dict) oac.write_to_netcdf( @@ -212,7 +217,7 @@ def run(file_name): logging.warning( "No contrails defined in config." ) - + # Calculate climate metrics metrics_dict = oac.calc_climate_metrics(config) oac.write_climate_metrics(config, metrics_dict) From 2450a29e26792e4d934bf4740bb8653420ede58f Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Mon, 11 Nov 2024 14:46:36 +0100 Subject: [PATCH 49/64] Added capability of inventory on top of base --- example/example.toml | 15 +++++++-- openairclim/calc_cont.py | 69 ++++++++++++++++++++++++++++++++++++++ openairclim/main.py | 41 ++++++++++++++++++---- openairclim/read_config.py | 17 ++++++++++ openairclim/read_netcdf.py | 27 +++++++++++---- tests/calc_cont_test.py | 48 +++++++++++++++++++++++++- 6 files changed, 202 insertions(+), 15 deletions(-) diff --git a/example/example.toml b/example/example.toml index 9c1281f..a916731 100644 --- a/example/example.toml +++ b/example/example.toml @@ -28,6 +28,13 @@ files = [ # "rnd_inv_2110.nc", # "rnd_inv_2120.nc", ] +# base emission inventories, only considered if rel_to_base = true +rel_to_base = true +base.dir = "input/" +base.files = [ + "emi_inv_2020.nc", + "emi_inv_2050.nc", +] # Output options [output] @@ -44,13 +51,13 @@ concentrations = false [time] dir = "../repository/" # Time range in years: t_start, t_end, step, (t_end not included) -range = [2020, 2051, 1] +range = [2020, 2061, 1] # Time evolution of emissions # either type "scaling" or type "norm" #file = "time_scaling_example.nc" #file = "time_norm_example.nc" -# Background concentrations +# Global background concentrations [background] dir = "../repository/" CO2.file = "co2_bg.nc" @@ -104,3 +111,7 @@ cont.efficacy = 0.59 types = ["AGWP", "ATR", "AGTP"] # valid climate metrics: AGTP, AGWP, ATR H = [31] # Time horizon, t_final = t_0 + H - 1 t_0 = [2020] # Start time for metrics calculation + +# aircraft defined in inventory +[aircraft] +types = ["KER", "SAF", "LH2"] diff --git a/openairclim/calc_cont.py b/openairclim/calc_cont.py index 08989e2..83c234f 100644 --- a/openairclim/calc_cont.py +++ b/openairclim/calc_cont.py @@ -253,6 +253,47 @@ def calc_cccov(config: dict, cfdd_dict: dict, ds_cont: xr.Dataset) -> dict: return cccov_dict +def calc_weighted_cccov(comb_cccov_dict, cfdd_dict, comb_cfdd_dict): + """Calculate the contrail cirrus coverage cccov weighted by the difference + in the contrail flight distance densities CFDD between the input inventory + and the base inventory. This function is used when `rel_to_base` + is TRUE. The keys of all dictionaries must match. + + Args: + comb_cccov_dict (dict): Dictionary with cccov values of the inventory + and base summed together, keys are years. + cfdd_dict (dict): Dictionary with CFDD values of the inventory (without + base), keys are years. + comb_cfdd_dict (dict): Dictionary with CFDD values of the inventory + and base summed together, keys are years. + + Returns: + dict: Dictionary with weighted cccov values, keys are years. + """ + + # pre-conditions + assert set(comb_cccov_dict.keys()) == set(cfdd_dict.keys()), "Keys of " \ + "comb_cccov_dict and cfdd_dict do not match." + assert set(comb_cccov_dict.keys()) == set(comb_cfdd_dict.keys()), "Keys " \ + "of comb_cccov_dict and comb_cfdd_dict do not match." + + weighted_cccov_dict = {} + for year in comb_cccov_dict.keys(): + weighted_cccov_dict[year] = np.divide( + comb_cccov_dict[year] * cfdd_dict[year], + comb_cfdd_dict[year], + where=comb_cfdd_dict[year] != 0 + ) + weighted_cccov_dict[year][comb_cfdd_dict[year] == 0] = 0. + + # post conditions + for year in comb_cccov_dict.keys(): + assert np.all(weighted_cccov_dict[year] >= 0.), "Negative weighted " \ + "cccov values detected." + + return weighted_cccov_dict + + def calc_cccov_tot(config, cccov_dict): """Calculate total, area-weighted contrail cirrus coverage using the relationship developed for AirClim 2.1 (Dahlmann et al., 2016). @@ -341,3 +382,31 @@ def calc_cont_rf(config, cccov_tot_dict, inv_dict): inv_dict) return rf_cont_dict + + +def add_inv_to_base(inv_dict, base_inv_dict): + """Adds the inventory dictionary to the base inventory dictionary. + Currently, the keys of the inventory dictionary must be a subset of the + keys of the base inventory dictionary. In other words, the inventories must + align to at least one year. This function is used when `rel_to_base` is + TRUE. + + Args: + inv_dict (dict): Dictionary of emission inventory xarrays, + keys are inventory years. + base_inv_dict (dict): Dictionary of base emission inventory + xarrays, keys are inventory years. + + Returns: + dict: Summed dictionary of input inventories + """ + + # check that inv_dict is a subset of base_inv_dict + assert set(inv_dict.keys()).issubset(base_inv_dict.keys()), "inv_dict "\ + "keys are not a subset of base_inv_dict keys." + + combined_dict = {} + for key in inv_dict.keys(): + combined_dict[key] = inv_dict[key] + base_inv_dict[key] + + return combined_dict diff --git a/openairclim/main.py b/openairclim/main.py index 3a49d4b..0615634 100644 --- a/openairclim/main.py +++ b/openairclim/main.py @@ -189,15 +189,44 @@ def run(file_name): ds_cont = oac.open_netcdf_from_config( config, "responses", ["cont"], "resp" )["cont"] - # Calculate Contrail Flight Distance Density (CFDD) - cfdd_dict = oac.calc_cfdd(config, inv_dict, ds_cont) - + cfdd_dict = oac.calc_cfdd( + config, inv_dict, ds_cont + ) # Calculate contrail cirrus coverage (cccov) - cccov_dict = oac.calc_cccov(config, cfdd_dict, ds_cont) + cccov_dict = oac.calc_cccov( + config, cfdd_dict, ds_cont + ) + + # if the results compared base inventory are required + if config["inventories"]["rel_to_base"]: + # load base inventories + base_inv_dict = oac.open_inventories(config, base=True) + + # calculate base CFDD + base_cfdd_dict = oac.calc_cfdd( + config, base_inv_dict, ds_cont + ) + # combine CFDD values of inventory and base + comb_cfdd_dict = oac.add_inv_to_base( + cfdd_dict, base_cfdd_dict + ) + # calculate combined cccov + comb_cccov_dict = oac.calc_cccov( + config, comb_cfdd_dict, ds_cont + ) + # weight cccov by the difference in CFDD values + weighted_cccov_dict = oac.calc_weighted_cccov( + comb_cccov_dict, cfdd_dict, comb_cfdd_dict + ) + # Calculate global, area-weighted cccov + cccov_tot_dict = oac.calc_cccov_tot( + config, weighted_cccov_dict + ) - # Calculate global, area-weighted cccov - cccov_tot_dict = oac.calc_cccov_tot(config, cccov_dict) + else: + # Calculate global, area-weighted cccov + cccov_tot_dict = oac.calc_cccov_tot(config, cccov_dict) # Calculate contrail RF rf_cont_dict = oac.calc_cont_rf(config, cccov_tot_dict, inv_dict) diff --git a/openairclim/read_config.py b/openairclim/read_config.py index 777c62c..89b04ea 100644 --- a/openairclim/read_config.py +++ b/openairclim/read_config.py @@ -107,7 +107,24 @@ def check_config(config): raise KeyError("No response file defined for", spec) # Check if files exist # TODO check evolution file + + # check base inventories (if rel_to_base is TRUE) emi_inv_files = [] + if "rel_to_base" in config["inventories"]: + if config["inventories"]["rel_to_base"]: + if "dir" in config["inventories"]["base"]: + inv_dir = config["inventories"]["base"]["dir"] + else: + inv_dir = "" + files_arr = config["inventories"]["base"]["files"] + for inv_file in files_arr: + emi_inv_files.append(inv_dir + inv_file) + else: + msg = "Parameter `rel_to_base` not defined." + logging.error(msg) + flag = False + + # check inventories if "dir" in config["inventories"]: inv_dir = config["inventories"]["dir"] else: diff --git a/openairclim/read_netcdf.py b/openairclim/read_netcdf.py index 77baedf..8ed6912 100644 --- a/openairclim/read_netcdf.py +++ b/openairclim/read_netcdf.py @@ -35,12 +35,13 @@ def open_netcdf(netcdf): return xr_dict -def open_inventories(config): +def open_inventories(config, base=False): """Open inventories from config, check attribute sections and time constraints Args: config (dict): Configuration dictionary from config + base (bool): If TRUE, loads base inventory, else input inventory Raises: IndexError: if no inv_year is within time_range, @@ -55,13 +56,27 @@ def open_inventories(config): Returns: dict: Dictionary of xarray Datasets, keys are years of input inventories """ - # Get list of file names of inventories + + # initialise array of inventories inv_arr = [] - if "dir" in config["inventories"]: - inv_dir = config["inventories"]["dir"] + + # if base is TRUE, base inventories are loaded + if base: + if "dir" in config["inventories"]["base"]: + inv_dir = config["inventories"]["base"]["dir"] + else: + inv_dir = "" + files_arr = config["inventories"]["base"]["files"] + + # otherwise, load input inventories else: - inv_dir = "" - files_arr = config["inventories"]["files"] + if "dir" in config["inventories"]: + inv_dir = config["inventories"]["dir"] + else: + inv_dir = "" + files_arr = config["inventories"]["files"] + + # load files for inv_file in files_arr: inv_arr.append(inv_dir + inv_file) time_config = config["time"]["range"] diff --git a/tests/calc_cont_test.py b/tests/calc_cont_test.py index 3e4672a..9a44865 100644 --- a/tests/calc_cont_test.py +++ b/tests/calc_cont_test.py @@ -209,6 +209,27 @@ def test_empty_cfdd_dict(self, ds_cont): "empty cfdd_dict." +class TestCalcWeightedCccov: + """Tests function calc_weighted_cccov(comb_cccov_dict, cfdd_dict, + comb_cfdd_dict)""" + + def test_key_mismatch(self): + """Tests mismatched keys in dictionaries.""" + comb_cccov_dict = {2020: np.array([1.0, 2.0])} + cfdd_dict = {2050: np.array([1.0, 2.0])} + comb_cfdd_dict = {2020: np.array([1.0, 2.0])} + with pytest.raises(AssertionError): + oac.calc_weighted_cccov(comb_cccov_dict, cfdd_dict, comb_cfdd_dict) + + def test_empty_inputs(self): + """Tests empty input dictionaries.""" + comb_cccov_dict = {}; cfdd_dict = {}; comb_cfdd_dict = {} + result = oac.calc_weighted_cccov(comb_cccov_dict, + cfdd_dict, + comb_cfdd_dict) + assert not result, "Expected empty result for empty input dictionaries." + + class TestCalcCccovTot: """Tests function calc_cccov_tot(config, cccov_dict)""" @@ -314,4 +335,29 @@ def test_empty_input_dicts(self): "time": {"range": [2020, 2051, 1]}} with pytest.raises(AssertionError): oac.calc_cont_rf(config, {}, {}) - \ No newline at end of file + + +class TestAddInvToBase: + """Tests function add_inv_to_base(inv_dict, base_inv_dict)""" + + def test_key_mismatch(self): + """Tests mismatched keys in input dictionaries.""" + inv_dict = {2020: np.array([1.0, 2.0])} + base_inv_dict = {2050: np.array([1.0, 2.0])} + with pytest.raises(AssertionError): + oac.add_inv_to_base(inv_dict, base_inv_dict) + + def test_addition(self): + """Tests function with simple inputs.""" + inv_dict = {2020: np.array([1.0, 2.0])} + base_inv_dict = {2020: np.array([2.0, 3.0])} + expected = {2020: np.array([3.0, 5.0])} + result = oac.add_inv_to_base(inv_dict, base_inv_dict) + np.testing.assert_array_equal(result[2020], expected[2020], + err_msg="Addition fails for simple input.") + + def test_empty_inputs(self): + """Tests empty input dictionaries.""" + inv_dict = {}; base_inv_dict = {} + result = oac.add_inv_to_base(inv_dict, base_inv_dict) + assert not result, "Expected empty result for empty input dictionaries." From 843849bdcc711bdc5e8915328e9b651422489611 Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Mon, 11 Nov 2024 15:31:03 +0100 Subject: [PATCH 50/64] Modified default inventory files --- example/example.toml | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/example/example.toml b/example/example.toml index a916731..88240d5 100644 --- a/example/example.toml +++ b/example/example.toml @@ -29,11 +29,13 @@ files = [ # "rnd_inv_2120.nc", ] # base emission inventories, only considered if rel_to_base = true -rel_to_base = true +rel_to_base = false base.dir = "input/" base.files = [ - "emi_inv_2020.nc", - "emi_inv_2050.nc", + "rnd_inv_2020.nc", + "rnd_inv_2030.nc", + "rnd_inv_2040.nc", + "rnd_inv_2050.nc", ] # Output options @@ -51,7 +53,7 @@ concentrations = false [time] dir = "../repository/" # Time range in years: t_start, t_end, step, (t_end not included) -range = [2020, 2061, 1] +range = [2020, 2051, 1] # Time evolution of emissions # either type "scaling" or type "norm" #file = "time_scaling_example.nc" From c1219f285c5a6bfa43f1c2e1078234c0f900637f Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Mon, 11 Nov 2024 16:22:52 +0100 Subject: [PATCH 51/64] Include rel_to_base option in read_config_test.py --- tests/read_config_test.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/tests/read_config_test.py b/tests/read_config_test.py index c035abb..33d474a 100644 --- a/tests/read_config_test.py +++ b/tests/read_config_test.py @@ -47,6 +47,8 @@ def test_correct_config(self): "inventories": { "dir": REPO_PATH, "files": [INV_NAME], + "rel_to_base": False, + "base": {"dir": REPO_PATH, "files": [INV_NAME]} }, "output": { "full_run": True, @@ -72,6 +74,8 @@ def test_incorrect_config(self): "inventories": { "dir": 9, "files": [INV_NAME], + "rel_to_base": 1, + "base": {"dir": 9, "files": [INV_NAME]} }, "output": { "dir": "results/", From fee836805ba86b04ac588984b33e30c675dbce8c Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Thu, 14 Nov 2024 15:56:58 +0100 Subject: [PATCH 52/64] Check for same keys in inv_dict and base_inv_dict --- openairclim/calc_cont.py | 32 ++++++++++++++++++++++++++++++++ openairclim/main.py | 14 +++++++++++--- tests/calc_cont_test.py | 4 +++- 3 files changed, 46 insertions(+), 4 deletions(-) diff --git a/openairclim/calc_cont.py b/openairclim/calc_cont.py index 83c234f..b68ef1b 100644 --- a/openairclim/calc_cont.py +++ b/openairclim/calc_cont.py @@ -36,6 +36,38 @@ ]) +def check_cont_input(ds_cont, inv_dict, base_inv_dict): + """Checks the input data for the contrail module. + + Args: + config (dict): Configuration dictionary from config file. + ds_cont (xr.Dataset): Dataset of precalculated contrail data. + inv_dict (dict): Dictionary of emission inventory xarrays, + keys are inventory years. + base_inv_dict (dict): Dictionary of base emission inventory + xarrays, keys are inventory years. + """ + + # check resp_cont + required_vars = ["ISS", "SAC_CON", "SAC_LH2"] + required_coords = ["lat", "lon", "plev"] + required_units = ["degrees_north", "degrees_east", "hPa"] + for var in required_vars: + assert var in ds_cont, f"Missing required variable '{var}' in " \ + "resp_cont.nc." + for coord, unit in zip(required_coords, required_units): + assert coord in ds_cont, f"Missing required coordinate '{coord}' in " \ + "resp_cont.nc." + got_unit = ds_cont[coord].attrs.get("units") + assert got_unit == unit, f"Incorrect unit for coordinate '{coord}'. " \ + f"Got '{got_unit}', should be '{unit}'." + + # check years of inventories + if base_inv_dict: + assert set(inv_dict.keys()).issubset(base_inv_dict.keys()), "inv_dict"\ + " keys (years) are not a subset of base_inv_dict years (keys)." + + def calc_cont_grid_areas(lat: np.ndarray, lon: np.ndarray) -> np.ndarray: """Calculate the cell area of the contrail grid using a simplified method. diff --git a/openairclim/main.py b/openairclim/main.py index 0615634..9e294f6 100644 --- a/openairclim/main.py +++ b/openairclim/main.py @@ -189,6 +189,16 @@ def run(file_name): ds_cont = oac.open_netcdf_from_config( config, "responses", ["cont"], "resp" )["cont"] + + # load base inventories if rel_to_base is TRUE + if config["inventories"]["rel_to_base"]: + base_inv_dict = oac.open_inventories(config, base=True) + else: + base_inv_dict = {} + + # check contrail input + oac.check_cont_input(ds_cont, inv_dict, base_inv_dict) + # Calculate Contrail Flight Distance Density (CFDD) cfdd_dict = oac.calc_cfdd( config, inv_dict, ds_cont @@ -198,10 +208,8 @@ def run(file_name): config, cfdd_dict, ds_cont ) - # if the results compared base inventory are required + # if the input inventory is to be compared to the base inventory if config["inventories"]["rel_to_base"]: - # load base inventories - base_inv_dict = oac.open_inventories(config, base=True) # calculate base CFDD base_cfdd_dict = oac.calc_cfdd( diff --git a/tests/calc_cont_test.py b/tests/calc_cont_test.py index 9a44865..e2f7c00 100644 --- a/tests/calc_cont_test.py +++ b/tests/calc_cont_test.py @@ -223,7 +223,9 @@ def test_key_mismatch(self): def test_empty_inputs(self): """Tests empty input dictionaries.""" - comb_cccov_dict = {}; cfdd_dict = {}; comb_cfdd_dict = {} + comb_cccov_dict = {} + cfdd_dict = {} + comb_cfdd_dict = {} result = oac.calc_weighted_cccov(comb_cccov_dict, cfdd_dict, comb_cfdd_dict) From 73b8255a179b9323aba0774db56f3dce845eefdc Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Fri, 15 Nov 2024 15:08:27 +0100 Subject: [PATCH 53/64] Add interpolation between base_inv_dict years --- openairclim/calc_cont.py | 113 ++++++++++++++++++++++++++++++++++++++- openairclim/main.py | 6 +++ 2 files changed, 117 insertions(+), 2 deletions(-) diff --git a/openairclim/calc_cont.py b/openairclim/calc_cont.py index b68ef1b..95cb01c 100644 --- a/openairclim/calc_cont.py +++ b/openairclim/calc_cont.py @@ -64,8 +64,12 @@ def check_cont_input(ds_cont, inv_dict, base_inv_dict): # check years of inventories if base_inv_dict: - assert set(inv_dict.keys()).issubset(base_inv_dict.keys()), "inv_dict"\ - " keys (years) are not a subset of base_inv_dict years (keys)." + assert min(base_inv_dict.keys()) <= min(inv_dict.keys()), "The " \ + f"inv_dict key {min(inv_dict.keys())} is less than the earliest " \ + f"base_inv_dict key {min(base_inv_dict.keys())}." + assert max(base_inv_dict.keys()) >= max(inv_dict.keys()), "The " \ + f"inv_dict key {max(inv_dict.keys())} is larger than the largest "\ + f"base_inv_dict key {max(base_inv_dict.keys())}." def calc_cont_grid_areas(lat: np.ndarray, lon: np.ndarray) -> np.ndarray: @@ -119,6 +123,111 @@ def calc_cont_grid_areas(lat: np.ndarray, lon: np.ndarray) -> np.ndarray: return areas +def interpolate_base_inv_dict(inv_dict, base_inv_dict, intrp_vars): + """Create base emission inventories for years in `inv_dict` that do not + exist in `base_inv_dict`. + + Args: + inv_dict (dict): Dictionary of emission inventory xarrays, + keys are inventory years. + base_inv_dict (dict): Dictionary of base emission inventory + xarrays, keys are inventory years. + intrp_vars (array-like): List of strings of data variables in + base_inv_dict that are to be included in the missing base + inventories, e.g. ["distance", "fuel"]. + + Returns: + dict: Dictionary of base emission inventory xarrays including any + missing years compared to inv_dict, keys are inventory years. + """ + + # TODO give user the option to select different regridding (currently only nearest) + # and interpolation (currently only linear) methods + + # pre-conditions + + + # if base_inv_dict is empty, then return the empty dictionary + # otherwise, continue with the calculations + if not base_inv_dict: + return {} + + # get years that need to be calculated + inv_yrs = list(inv_dict.keys()) + base_yrs = list(base_inv_dict.keys()) + intrp_yrs = sorted(set(inv_yrs) - set(base_yrs)) + + # initialise output + full_base_inv_dict = base_inv_dict.copy() + + # if there are years in inv_dict that do not exist in base_inv_dict + if intrp_yrs: + # find upper and lower neighbouring base_inv_dict years + intrp_yr_idx = np.searchsorted(base_yrs, intrp_yrs) + yrs_lb = [base_yrs[idx-1] for idx in intrp_yr_idx] + yrs_ub = [base_yrs[idx] for idx in intrp_yr_idx] + yrs_regrid = np.unique(yrs_lb + yrs_ub) + + # regrid base inventories to contrail grid + regrid_base_inv_dict = {} + for yr in yrs_regrid: + base_inv = base_inv_dict[yr] + + # find nearest neighbour indices + lon_idxs = np.abs( + cc_lon_vals[:, np.newaxis] - base_inv.lon.data + ).argmin(axis=0) + lat_idxs = np.abs( + cc_lat_vals[:, np.newaxis] - base_inv.lat.data + ).argmin(axis=0) + plev_idxs = np.abs( + cc_plev_vals[:, np.newaxis] - base_inv.plev.data + ).argmin(axis=0) + + # create DataArray for yr + regrid_base_inv = {} + for intrp_var in intrp_vars: + intrp_arr = np.zeros(( + len(cc_lon_vals), + len(cc_lat_vals), + len(cc_plev_vals) + )) + np.add.at( + intrp_arr, + (lon_idxs, lat_idxs, plev_idxs), + base_inv[intrp_var].data.flatten() + ) + regrid_base_inv[intrp_var] = xr.DataArray( + data=intrp_arr, + dims=["lon", "lat", "plev"], + coords={ + "lon": cc_lon_vals, + "lat": cc_lat_vals, + "plev": cc_plev_vals, + } + ) + + # create dataset + regrid_base_inv_dict[yr] = xr.Dataset(regrid_base_inv) + + # linearly interpolate base_inv + for i, yr in enumerate(intrp_yrs): + # linear weighting + w = (yr - yrs_lb[i]) / (yrs_ub[i] - yrs_lb[i]) + ds_i = regrid_base_inv_dict[yrs_lb[i]] * (1 - w) + \ + regrid_base_inv_dict[yrs_ub[i]] * w + + # reset index to match input inventories + ds_i_flat = ds_i.stack(index=["lon", "lat", "plev"]) + ds_i_flat = ds_i_flat.reset_index("index") + full_base_inv_dict[yr] = ds_i_flat + + # sort full_base_inv_dict + full_base_inv_dict = dict(sorted(full_base_inv_dict.items())) + + return full_base_inv_dict + + def calc_cont_weighting(config: dict, val: str) -> np.ndarray: """Calculate weighting functions for the contrail grid developed by Ludwig Hüttenhofer (Bachelorarbeit LMU, 2013). This assumes the diff --git a/openairclim/main.py b/openairclim/main.py index 9e294f6..4eb0639 100644 --- a/openairclim/main.py +++ b/openairclim/main.py @@ -199,6 +199,12 @@ def run(file_name): # check contrail input oac.check_cont_input(ds_cont, inv_dict, base_inv_dict) + # if necessary, augment base_inv_dict with years in inv_dict not + # present in base_inv_dict + base_inv_dict = oac.interpolate_base_inv_dict( + inv_dict, base_inv_dict, ["distance"] + ) + # Calculate Contrail Flight Distance Density (CFDD) cfdd_dict = oac.calc_cfdd( config, inv_dict, ds_cont From f8a2b9fa4025a82217c9f8f0700686d53bba4261 Mon Sep 17 00:00:00 2001 From: Liam Megill Date: Fri, 15 Nov 2024 16:31:57 +0100 Subject: [PATCH 54/64] Added tests for new functions --- openairclim/calc_cont.py | 41 +++++++++---- openairclim/main.py | 2 +- tests/calc_cont_test.py | 124 +++++++++++++++++++++++++++++++++++++++ 3 files changed, 155 insertions(+), 12 deletions(-) diff --git a/openairclim/calc_cont.py b/openairclim/calc_cont.py index 95cb01c..ab2491a 100644 --- a/openairclim/calc_cont.py +++ b/openairclim/calc_cont.py @@ -123,7 +123,7 @@ def calc_cont_grid_areas(lat: np.ndarray, lon: np.ndarray) -> np.ndarray: return areas -def interpolate_base_inv_dict(inv_dict, base_inv_dict, intrp_vars): +def interp_base_inv_dict(inv_dict, base_inv_dict, intrp_vars): """Create base emission inventories for years in `inv_dict` that do not exist in `base_inv_dict`. @@ -132,26 +132,39 @@ def interpolate_base_inv_dict(inv_dict, base_inv_dict, intrp_vars): keys are inventory years. base_inv_dict (dict): Dictionary of base emission inventory xarrays, keys are inventory years. - intrp_vars (array-like): List of strings of data variables in + intrp_vars (list): List of strings of data variables in base_inv_dict that are to be included in the missing base inventories, e.g. ["distance", "fuel"]. Returns: dict: Dictionary of base emission inventory xarrays including any missing years compared to inv_dict, keys are inventory years. - """ - - # TODO give user the option to select different regridding (currently only nearest) - # and interpolation (currently only linear) methods - - # pre-conditions + Note: + A custom nearest neighbour method is used for regridding and a linear + interpolation method for calculating data in missing years. In future + versions, the user will be able to select methods for both. + """ - # if base_inv_dict is empty, then return the empty dictionary - # otherwise, continue with the calculations + # if base_inv_dict is empty, then return the empty dictionary. if not base_inv_dict: return {} + # pre-conditions + assert inv_dict, "inv_dict cannot be empty." + assert intrp_vars, "intrp_vars cannot be empty." + if base_inv_dict: + assert min(base_inv_dict.keys()) <= min(inv_dict.keys()), "The " \ + f"inv_dict key {min(inv_dict.keys())} is less than the earliest " \ + f"base_inv_dict key {min(base_inv_dict.keys())}." + assert max(base_inv_dict.keys()) >= max(inv_dict.keys()), "The " \ + f"inv_dict key {max(inv_dict.keys())} is larger than the largest "\ + f"base_inv_dict key {max(base_inv_dict.keys())}." + for intrp_var in intrp_vars: + for yr in base_inv_dict.keys(): + assert intrp_var in base_inv_dict[yr], "Variable " \ + f"'{intrp_var}' not present in base_inv_dict." + # get years that need to be calculated inv_yrs = list(inv_dict.keys()) base_yrs = list(base_inv_dict.keys()) @@ -215,7 +228,7 @@ def interpolate_base_inv_dict(inv_dict, base_inv_dict, intrp_vars): # linear weighting w = (yr - yrs_lb[i]) / (yrs_ub[i] - yrs_lb[i]) ds_i = regrid_base_inv_dict[yrs_lb[i]] * (1 - w) + \ - regrid_base_inv_dict[yrs_ub[i]] * w + regrid_base_inv_dict[yrs_ub[i]] * w # reset index to match input inventories ds_i_flat = ds_i.stack(index=["lon", "lat", "plev"]) @@ -225,6 +238,12 @@ def interpolate_base_inv_dict(inv_dict, base_inv_dict, intrp_vars): # sort full_base_inv_dict full_base_inv_dict = dict(sorted(full_base_inv_dict.items())) + # post-conditions + if intrp_yrs: + for yr in intrp_yrs: + assert yr in full_base_inv_dict, "Missing years not included in " \ + "output dictionary." + return full_base_inv_dict diff --git a/openairclim/main.py b/openairclim/main.py index 4eb0639..164b83d 100644 --- a/openairclim/main.py +++ b/openairclim/main.py @@ -201,7 +201,7 @@ def run(file_name): # if necessary, augment base_inv_dict with years in inv_dict not # present in base_inv_dict - base_inv_dict = oac.interpolate_base_inv_dict( + base_inv_dict = oac.interp_base_inv_dict( inv_dict, base_inv_dict, ["distance"] ) diff --git a/tests/calc_cont_test.py b/tests/calc_cont_test.py index e2f7c00..c6eb79e 100644 --- a/tests/calc_cont_test.py +++ b/tests/calc_cont_test.py @@ -47,6 +47,55 @@ def test_plev_vals(self): "be at altitudes above ground level - defined as 1014 hPa." +class TestCheckContInput: + """Tests function check_cont_input(ds_cont, inv_dict, base_inv_dict)""" + + @pytest.fixture(scope="class") + def inv_dict(self): + """Fixture to create an example inv_dict.""" + return {2020: create_test_inv(year=2020), + 2030: create_test_inv(year=2030), + 2040: create_test_inv(year=2040), + 2050: create_test_inv(year=2050)} + + @pytest.fixture(scope="class") + def ds_cont(self): + """Fixture to load an example ds_cont file.""" + return create_test_resp_cont() + + def test_year_out_of_range(self, ds_cont, inv_dict): + """Tests behaviour when inv_dict includes a year that is out of range + of the years in base_inv_dict.""" + # test year too low + base_inv_dict = {2030: create_test_inv(year=2030), + 2050: create_test_inv(year=2050)} + with pytest.raises(AssertionError): + oac.check_cont_input(ds_cont, inv_dict, base_inv_dict) + # test year too high + base_inv_dict = {2020: create_test_inv(year=2020), + 2040: create_test_inv(year=2040)} + with pytest.raises(AssertionError): + oac.check_cont_input(ds_cont, inv_dict, base_inv_dict) + + def test_missing_ds_cont_vars(self, ds_cont, inv_dict): + """Tests ds_cont with missing data variable.""" + base_inv_dict = inv_dict + ds_cont_incorrect = ds_cont.drop_vars(["ISS"]) + with pytest.raises(AssertionError): + oac.check_cont_input(ds_cont_incorrect, inv_dict, base_inv_dict) + + def test_incorrect_ds_cont_coord_unit(self, ds_cont, inv_dict): + """Tests ds_cont with incorrect coordinates and units.""" + base_inv_dict = inv_dict + ds_cont_incorrect1 = ds_cont.copy() + ds_cont_incorrect1.lat.attrs["units"] = "deg" + ds_cont_incorrect2 = ds_cont.copy() + ds_cont_incorrect2 = ds_cont_incorrect2.rename({"lat": "latitude"}) + for ds_cont_incorrect in [ds_cont_incorrect1, ds_cont_incorrect2]: + with pytest.raises(AssertionError): + oac.check_cont_input(ds_cont_incorrect, inv_dict, base_inv_dict) + + class TestCalcContGridAreas: """Tests function calc_cont_grid_areas(lat, lon)""" @@ -73,6 +122,81 @@ def test_unsorted_longitudes(self): "unsuccessful." +class TestInterpBaseInvDict: + """Tests function interp_base_inv_dict(inv_dict, base_inv_dict, + intrp_vars)""" + + @pytest.fixture(scope="class") + def inv_dict(self): + """Fixture to create an example inv_dict.""" + return {2020: create_test_inv(year=2020), + 2030: create_test_inv(year=2030), + 2040: create_test_inv(year=2040), + 2050: create_test_inv(year=2050)} + + def test_empty_base_inv_dict(self, inv_dict): + """Tests an empty base_inv_dict.""" + base_inv_dict = {} + intrp_vars = ["distance"] + result = oac.interp_base_inv_dict(inv_dict, base_inv_dict, intrp_vars) + assert not result, "Expected empty output when base_inv_dict is empty." + + def test_empty_inv_dict(self): + """Tests an empty inv_dict.""" + base_inv_dict = {2020: create_test_inv(year=2020), + 2050: create_test_inv(year=2050)} + intrp_vars = ["distance"] + with pytest.raises(AssertionError): + oac.interp_base_inv_dict({}, base_inv_dict, intrp_vars) + + def test_no_missing_years(self, inv_dict): + """Tests behaviour when all keys in inv_dict are in base_inv_dict.""" + base_inv_dict = inv_dict.copy() + intrp_vars = ["distance"] + result = oac.interp_base_inv_dict(inv_dict, base_inv_dict, intrp_vars) + assert result == base_inv_dict, "Expected no change to base_inv_dict." + + def test_missing_years(self, inv_dict): + """Tests behaviour when there is a key in inv_dict that is not in + base_inv_dict.""" + base_inv_dict = {2020: create_test_inv(year=2020), + 2050: create_test_inv(year=2050)} + intrp_vars = ["distance"] + result = oac.interp_base_inv_dict(inv_dict, base_inv_dict, intrp_vars) + assert 2030 in result, "Missing year 2030 should have been calculated." + + # compare the sum of the distances + tot_dist_2020 = base_inv_dict[2020]["distance"].data.sum() + tot_dist_2050 = base_inv_dict[2050]["distance"].data.sum() + exp_tot_dist_2030 = tot_dist_2020 + (tot_dist_2050 - tot_dist_2020) / 3 + act_tot_dist_2030 = result[2030]["distance"].data.sum() + np.testing.assert_allclose(act_tot_dist_2030, exp_tot_dist_2030) + + def test_incorrect_intrp_vars(self, inv_dict): + """Tests behaviour when the list of values to be interpolated includes + a value not in inv_dict or base_inv_dict.""" + base_inv_dict = {2020: create_test_inv(year=2020), + 2050: create_test_inv(year=2050)} + intrp_vars = ["wrong-value"] + with pytest.raises(AssertionError): + oac.interp_base_inv_dict(inv_dict, base_inv_dict, intrp_vars) + + def test_year_out_of_range(self, inv_dict): + """Tests behaviour when inv_dict includes a year that is out of range + of the years in base_inv_dict.""" + # test year too low + base_inv_dict = {2030: create_test_inv(year=2030), + 2050: create_test_inv(year=2050)} + intrp_vars = ["distance"] + with pytest.raises(AssertionError): + oac.interp_base_inv_dict(inv_dict, base_inv_dict, intrp_vars) + # test year too high + base_inv_dict = {2020: create_test_inv(year=2020), + 2040: create_test_inv(year=2040)} + with pytest.raises(AssertionError): + oac.interp_base_inv_dict(inv_dict, base_inv_dict, intrp_vars) + + class TestCalcContWeighting: """Tests function calc_cont_weighting(config, val)""" From 1fec83ed22ec694987aa2ec6cd31267639774738 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Wed, 20 Nov 2024 18:43:31 +0100 Subject: [PATCH 55/64] Update read_config: default config Any default configuration settings can be included within read_config DEFAULT_CONFIG. If setting not defined in config, it will be added from there. --- environment_dev.yaml | 3 +- environment_minimal.yaml | 1 + example/example.toml | 5 +- openairclim/read_config.py | 271 ++++++++++++++++++++++++++----------- setup.py | 1 + 5 files changed, 200 insertions(+), 81 deletions(-) diff --git a/environment_dev.yaml b/environment_dev.yaml index c7f5a75..0c006e7 100644 --- a/environment_dev.yaml +++ b/environment_dev.yaml @@ -35,4 +35,5 @@ dependencies: - isort - scipy - ipympl - - openpyxl \ No newline at end of file + - openpyxl + - deepmerge \ No newline at end of file diff --git a/environment_minimal.yaml b/environment_minimal.yaml index 7c876a9..4438894 100644 --- a/environment_minimal.yaml +++ b/environment_minimal.yaml @@ -12,4 +12,5 @@ dependencies: - xarray - netcdf4 - scipy + - deepmerge \ No newline at end of file diff --git a/example/example.toml b/example/example.toml index 88240d5..78fff5e 100644 --- a/example/example.toml +++ b/example/example.toml @@ -77,10 +77,7 @@ N2O.scenario = "SSP2-4.5" dir = "../repository/" CO2.response_grid = "0D" CO2.conc.method = "Sausen&Schumann" -#CO2.rf.method = "IPCC_2001_1" # IPCC 2001, Table 6.2 first row -#CO2.rf.method = "IPCC_2001_2" # IPCC 2001, Table 6.2 second row -#CO2.rf.method = "IPCC_2001_3" # IPCC 2001, Table 6.2 third row -CO2.rf.method = "Etminan_2016" # Etminan et al. 2016 +#CO2.rf.method = "Etminan_2016" # Etminan et al. 2016 H2O.response_grid = "2D" H2O.rf.file = "resp_RF.nc" diff --git a/openairclim/read_config.py b/openairclim/read_config.py index 89b04ea..7af2e5c 100644 --- a/openairclim/read_config.py +++ b/openairclim/read_config.py @@ -9,11 +9,12 @@ import tomllib import logging from collections.abc import Iterable +from deepmerge import Merger import numpy as np # CONSTANTS -# List types of all mandatory config parameters -CONFIG_TYPES = { +# Template of config dictionary with types of MANDATORY input settings +CONFIG_TEMPLATE = { "species": {"inv": Iterable, "out": Iterable}, "inventories": {"dir": str, "files": Iterable}, "output": { @@ -25,11 +26,15 @@ }, "time": {"range": Iterable}, "background": {"CO2": {"file": str, "scenario": str}}, - "responses": {"CO2": {"response_grid": str}}, + "responses": {"CO2": {"response_grid": str, "rf": {"method": str}}}, "temperature": {"method": str, "CO2": {"lambda": float}}, "metrics": {"types": Iterable, "t_0": Iterable, "H": Iterable}, } +# Default config settings to be added if not specified by user in config file, +# default settings are ONLY added if corresponding type defined in CONFIG_TEMPLATE +DEFAULT_CONFIG = {"responses": {"CO2": {"rf": {"method": "Etminan_2016"}}}} + def get_config(file_name): """load_config, check_config and create_output_dir @@ -37,17 +42,14 @@ def get_config(file_name): Args: file_name (str): Name of config file - Raises: - ValueError: if configuration not valid - Returns: - dict: Dictionary containing key-value pairs + dict: Configuration dictionary """ config = load_config(file_name) - if check_config(config): - create_output_dir(config) - else: - raise ValueError("Configuration is not valid.") + config = check_config( + config, config_template=CONFIG_TEMPLATE, default_config=DEFAULT_CONFIG + ) + create_output_dir(config) return config @@ -58,7 +60,7 @@ def load_config(file_name): file_name (str): Name of config file Returns: - dict: Dictionary of key-value pairs + dict: Configuration dictionary """ try: with open(file_name, "rb") as config_file: @@ -72,88 +74,205 @@ def load_config(file_name): ) from exc -def check_config(config): +def check_config(config, config_template, default_config): """Checks if configuration is complete and correct Args: - config (dict): Dictionary of key-value pairs + config (dict): Configuration dictionary Raises: KeyError: if no response file defined Returns: - bool: True if configuration correct, False otherwise + dict: Configuration dictionary """ - flag = check_config_types(config, CONFIG_TYPES) - if flag: - # Check response section - _species_0d, species_2d, species_cont = classify_species(config) - response_files = [] - for spec in species_2d: - resp_flag = False - resp_dir = config["responses"]["dir"] - # At least one resp_type must be defined in config - for resp_type in ["conc", "rf", "tau", "resp"]: - try: - filename = ( - resp_dir + config["responses"][spec][resp_type]["file"] - ) - response_files.append(filename) - resp_flag = True - except KeyError: - pass - if not resp_flag: - flag = False - raise KeyError("No response file defined for", spec) - # Check if files exist - # TODO check evolution file - - # check base inventories (if rel_to_base is TRUE) - emi_inv_files = [] - if "rel_to_base" in config["inventories"]: - if config["inventories"]["rel_to_base"]: - if "dir" in config["inventories"]["base"]: - inv_dir = config["inventories"]["base"]["dir"] - else: - inv_dir = "" - files_arr = config["inventories"]["base"]["files"] - for inv_file in files_arr: - emi_inv_files.append(inv_dir + inv_file) - else: - msg = "Parameter `rel_to_base` not defined." - logging.error(msg) + # config = check_config(config, config_template, default_config) + config = check_against_template(config, config_template, default_config) + flag = True + # Check response section + _species_0d, species_2d, _species_cont = classify_species(config) + response_files = [] + for spec in species_2d: + resp_flag = False + resp_dir = config["responses"]["dir"] + # At least one resp_type must be defined in config + for resp_type in ["conc", "rf", "tau", "resp"]: + try: + filename = ( + resp_dir + config["responses"][spec][resp_type]["file"] + ) + response_files.append(filename) + resp_flag = True + except KeyError: + pass + if not resp_flag: flag = False + raise KeyError("No response file defined for", spec) + # Check if files exist + # TODO check evolution file + + # check base inventories (if rel_to_base is TRUE) + emi_inv_files = [] + if "rel_to_base" in config["inventories"]: + if config["inventories"]["rel_to_base"]: + if "dir" in config["inventories"]["base"]: + inv_dir = config["inventories"]["base"]["dir"] + else: + inv_dir = "" + files_arr = config["inventories"]["base"]["files"] + for inv_file in files_arr: + emi_inv_files.append(inv_dir + inv_file) + else: + msg = "Parameter `rel_to_base` not defined." + logging.error(msg) + flag = False - # check inventories - if "dir" in config["inventories"]: - inv_dir = config["inventories"]["dir"] - else: - inv_dir = "" - files_arr = config["inventories"]["files"] - for inv_file in files_arr: - emi_inv_files.append(inv_dir + inv_file) - # Inventories and response files - all_files = emi_inv_files + response_files - for filename in all_files: - if not os.path.exists(filename): - msg = "File " + filename + " does not exist." - logging.error(msg) - flag = False - # Climate metrics time settings - if not check_metrics_time(config): + # check inventories + if "dir" in config["inventories"]: + inv_dir = config["inventories"]["dir"] + else: + inv_dir = "" + files_arr = config["inventories"]["files"] + for inv_file in files_arr: + emi_inv_files.append(inv_dir + inv_file) + # Inventories and response files + all_files = emi_inv_files + response_files + for filename in all_files: + if not os.path.exists(filename): + msg = "File " + filename + " does not exist." + logging.error(msg) flag = False + # Climate metrics time settings + if not check_metrics_time(config): + flag = False if flag: logging.info("Configuration file checked.") else: logging.error("Configuration is not valid.") - return flag + return config + + +def get_keys_values(v, key_arr, val_arr, prefix=""): + """Gets list of (sub) keys and list of values for (nested) dictionary. + Nested hierarchy is converted to a flattened structure. + + Args: + v (dict): (Nested) dictionary + key_arr (list): List of strings, each string comprises all sub keys + associated to one value, sub keys are separated by blanks. + val_arr (list): List of values (any type) + prefix (str, optional): Defaults to ''. + """ + if isinstance(v, dict): + for k, v2 in v.items(): + # Append key to string chain + p2 = f"{prefix}{k} " + # Recursion if value v is dictionary + get_keys_values(v2, key_arr, val_arr, p2) + else: + # print(prefix, v) + key_arr.append(prefix) + val_arr.append(v) + + +def check_against_template(config, config_template, default_config): + """Checks config dictionary against template: + check if config is complete, + add default settings if required, + check if values have correct data types. + + Args: + config (dict): Configuration dictionary + config_template (dict): Configuration template dictionary + default_config (dict): Default configuration dictionary + + Raises: + TypeError: if value in config has not expected data type + + Returns: + dict: Configuration dictionary, possibly with added default settings + """ + # Initialize key, value lists + config_key_arr = [] + config_val_arr = [] + template_key_arr = [] + template_val_arr = [] + # Assign key, value lists with get_keys_values() + get_keys_values(config, config_key_arr, config_val_arr) + get_keys_values(config_template, template_key_arr, template_val_arr) + # Template iterator index + i = 0 + for key_str in template_key_arr: + template_type = template_val_arr[i] + # Check if all required settings defined in template are in config + if key_str in config_key_arr: + # Config iterator index + config_index = config_key_arr.index(key_str) + # Get value from config for corresponding key_str + config_val = config_val_arr[config_index] + # Check if config value has correct date type + if not isinstance(config_val, template_type): + msg = key_str + " has incorrect data type in config file" + raise TypeError(msg) + # If required setting not in config, try to add from default config + else: + msg = "Get default value for: " + key_str + logging.info(msg) + config = add_default_config(config, key_str, default_config) + i = i + 1 + return config + + +def add_default_config( + config: dict, key_str: str, default_config: dict +) -> dict: + """Adds default settings to config if not defined by user, + but defined in default_config + + Args: + config (dict): Configuration dictionary + key_str (str): String of sub keys associated to one value, + sub keys are separated by blanks. + default_config (dict): Default configuration dictionary + + Raises: + KeyError: if required setting from key_str not included in default_config + + Returns: + dict: Configuration dictionary, with added default setting + """ + # Initialize key, value lists + default_key_arr: list[str] = [] + default_val_arr = [] + # Assign key, value lists with get_keys_values() + get_keys_values(default_config, default_key_arr, default_val_arr) + # Check if configuration in default_config + if key_str in default_key_arr: + # default config iterator index + default_index = default_key_arr.index(key_str) + # Get value from default config for corresponding key_str + default_val = default_val_arr[default_index] + # Convert string chain into list of sub keys + sub_key_arr = key_str.split() + # Iterate (nested) dictionary sub keys from inside out + added_dict = default_val + for key in reversed(sub_key_arr): + added_dict = {key: added_dict} + # Merge added_dict with config + my_merger = Merger([(dict, ["merge"])], ["override"], ["override"]) + config = my_merger.merge(config, added_dict) + else: + msg = "No valid configuration found for: " + key_str + raise KeyError(msg) + return config def check_config_types(config, types): """Checks config against table of types + TODO legacy code, remove this function? Args: - config (dict): Dictionary of key-value pairs + config (dict): Configuration dictionary types (dict): Table of valid types for config entries Returns: @@ -191,7 +310,7 @@ def create_output_dir(config): overwrite and full_run settings. Create new output directory if needed. Args: - config (dict): Dictionary of key-value pairs + config (dict): Configuration dictionary Raises: OSError: if no output directory is created or @@ -238,7 +357,7 @@ def classify_species(config): """Classifies species into applied response modelling methods Args: - config (dict): Configuration, dictionary of key-value pairs + config (dict): Configuration dictionary Raises: KeyError: if no valid response_grid in config @@ -279,7 +398,7 @@ def classify_response_types(config, species_arr): Classifies species into categories based on their response types defined in the config Args: - config (dict): Configuration, dictionary of key-value pairs + config (dict): Configuration dictionary species_arr (list): A list of strings representing the species Returns: @@ -317,7 +436,7 @@ def check_metrics_time(config: dict) -> bool: Checks if metrics time settings are within the defined time range. Args: - config (dict): Configuration from config file + config (dict): Configuration dictionary Returns: bool: True if metrics time settings are within the defined time range, diff --git a/setup.py b/setup.py index 356a62f..eb861d2 100644 --- a/setup.py +++ b/setup.py @@ -49,6 +49,7 @@ def read(fname): "xarray", "netcdf4", "scipy", + "deepmerge", ], extras_require={ "dev": [ From ec8223d39830cd7b4f41ab65b78aa03c1abc0d0f Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Wed, 20 Nov 2024 18:43:31 +0100 Subject: [PATCH 56/64] Update read_config: default config Any default configuration settings can be included within read_config DEFAULT_CONFIG. If setting not defined in config, it will be added from there. --- environment_dev.yaml | 3 +- environment_minimal.yaml | 1 + example/example.toml | 5 +- openairclim/read_config.py | 271 ++++++++++++++++++++++++++----------- setup.py | 1 + 5 files changed, 200 insertions(+), 81 deletions(-) diff --git a/environment_dev.yaml b/environment_dev.yaml index c7f5a75..0c006e7 100644 --- a/environment_dev.yaml +++ b/environment_dev.yaml @@ -35,4 +35,5 @@ dependencies: - isort - scipy - ipympl - - openpyxl \ No newline at end of file + - openpyxl + - deepmerge \ No newline at end of file diff --git a/environment_minimal.yaml b/environment_minimal.yaml index 7c876a9..4438894 100644 --- a/environment_minimal.yaml +++ b/environment_minimal.yaml @@ -12,4 +12,5 @@ dependencies: - xarray - netcdf4 - scipy + - deepmerge \ No newline at end of file diff --git a/example/example.toml b/example/example.toml index 88240d5..78fff5e 100644 --- a/example/example.toml +++ b/example/example.toml @@ -77,10 +77,7 @@ N2O.scenario = "SSP2-4.5" dir = "../repository/" CO2.response_grid = "0D" CO2.conc.method = "Sausen&Schumann" -#CO2.rf.method = "IPCC_2001_1" # IPCC 2001, Table 6.2 first row -#CO2.rf.method = "IPCC_2001_2" # IPCC 2001, Table 6.2 second row -#CO2.rf.method = "IPCC_2001_3" # IPCC 2001, Table 6.2 third row -CO2.rf.method = "Etminan_2016" # Etminan et al. 2016 +#CO2.rf.method = "Etminan_2016" # Etminan et al. 2016 H2O.response_grid = "2D" H2O.rf.file = "resp_RF.nc" diff --git a/openairclim/read_config.py b/openairclim/read_config.py index 89b04ea..7af2e5c 100644 --- a/openairclim/read_config.py +++ b/openairclim/read_config.py @@ -9,11 +9,12 @@ import tomllib import logging from collections.abc import Iterable +from deepmerge import Merger import numpy as np # CONSTANTS -# List types of all mandatory config parameters -CONFIG_TYPES = { +# Template of config dictionary with types of MANDATORY input settings +CONFIG_TEMPLATE = { "species": {"inv": Iterable, "out": Iterable}, "inventories": {"dir": str, "files": Iterable}, "output": { @@ -25,11 +26,15 @@ }, "time": {"range": Iterable}, "background": {"CO2": {"file": str, "scenario": str}}, - "responses": {"CO2": {"response_grid": str}}, + "responses": {"CO2": {"response_grid": str, "rf": {"method": str}}}, "temperature": {"method": str, "CO2": {"lambda": float}}, "metrics": {"types": Iterable, "t_0": Iterable, "H": Iterable}, } +# Default config settings to be added if not specified by user in config file, +# default settings are ONLY added if corresponding type defined in CONFIG_TEMPLATE +DEFAULT_CONFIG = {"responses": {"CO2": {"rf": {"method": "Etminan_2016"}}}} + def get_config(file_name): """load_config, check_config and create_output_dir @@ -37,17 +42,14 @@ def get_config(file_name): Args: file_name (str): Name of config file - Raises: - ValueError: if configuration not valid - Returns: - dict: Dictionary containing key-value pairs + dict: Configuration dictionary """ config = load_config(file_name) - if check_config(config): - create_output_dir(config) - else: - raise ValueError("Configuration is not valid.") + config = check_config( + config, config_template=CONFIG_TEMPLATE, default_config=DEFAULT_CONFIG + ) + create_output_dir(config) return config @@ -58,7 +60,7 @@ def load_config(file_name): file_name (str): Name of config file Returns: - dict: Dictionary of key-value pairs + dict: Configuration dictionary """ try: with open(file_name, "rb") as config_file: @@ -72,88 +74,205 @@ def load_config(file_name): ) from exc -def check_config(config): +def check_config(config, config_template, default_config): """Checks if configuration is complete and correct Args: - config (dict): Dictionary of key-value pairs + config (dict): Configuration dictionary Raises: KeyError: if no response file defined Returns: - bool: True if configuration correct, False otherwise + dict: Configuration dictionary """ - flag = check_config_types(config, CONFIG_TYPES) - if flag: - # Check response section - _species_0d, species_2d, species_cont = classify_species(config) - response_files = [] - for spec in species_2d: - resp_flag = False - resp_dir = config["responses"]["dir"] - # At least one resp_type must be defined in config - for resp_type in ["conc", "rf", "tau", "resp"]: - try: - filename = ( - resp_dir + config["responses"][spec][resp_type]["file"] - ) - response_files.append(filename) - resp_flag = True - except KeyError: - pass - if not resp_flag: - flag = False - raise KeyError("No response file defined for", spec) - # Check if files exist - # TODO check evolution file - - # check base inventories (if rel_to_base is TRUE) - emi_inv_files = [] - if "rel_to_base" in config["inventories"]: - if config["inventories"]["rel_to_base"]: - if "dir" in config["inventories"]["base"]: - inv_dir = config["inventories"]["base"]["dir"] - else: - inv_dir = "" - files_arr = config["inventories"]["base"]["files"] - for inv_file in files_arr: - emi_inv_files.append(inv_dir + inv_file) - else: - msg = "Parameter `rel_to_base` not defined." - logging.error(msg) + # config = check_config(config, config_template, default_config) + config = check_against_template(config, config_template, default_config) + flag = True + # Check response section + _species_0d, species_2d, _species_cont = classify_species(config) + response_files = [] + for spec in species_2d: + resp_flag = False + resp_dir = config["responses"]["dir"] + # At least one resp_type must be defined in config + for resp_type in ["conc", "rf", "tau", "resp"]: + try: + filename = ( + resp_dir + config["responses"][spec][resp_type]["file"] + ) + response_files.append(filename) + resp_flag = True + except KeyError: + pass + if not resp_flag: flag = False + raise KeyError("No response file defined for", spec) + # Check if files exist + # TODO check evolution file + + # check base inventories (if rel_to_base is TRUE) + emi_inv_files = [] + if "rel_to_base" in config["inventories"]: + if config["inventories"]["rel_to_base"]: + if "dir" in config["inventories"]["base"]: + inv_dir = config["inventories"]["base"]["dir"] + else: + inv_dir = "" + files_arr = config["inventories"]["base"]["files"] + for inv_file in files_arr: + emi_inv_files.append(inv_dir + inv_file) + else: + msg = "Parameter `rel_to_base` not defined." + logging.error(msg) + flag = False - # check inventories - if "dir" in config["inventories"]: - inv_dir = config["inventories"]["dir"] - else: - inv_dir = "" - files_arr = config["inventories"]["files"] - for inv_file in files_arr: - emi_inv_files.append(inv_dir + inv_file) - # Inventories and response files - all_files = emi_inv_files + response_files - for filename in all_files: - if not os.path.exists(filename): - msg = "File " + filename + " does not exist." - logging.error(msg) - flag = False - # Climate metrics time settings - if not check_metrics_time(config): + # check inventories + if "dir" in config["inventories"]: + inv_dir = config["inventories"]["dir"] + else: + inv_dir = "" + files_arr = config["inventories"]["files"] + for inv_file in files_arr: + emi_inv_files.append(inv_dir + inv_file) + # Inventories and response files + all_files = emi_inv_files + response_files + for filename in all_files: + if not os.path.exists(filename): + msg = "File " + filename + " does not exist." + logging.error(msg) flag = False + # Climate metrics time settings + if not check_metrics_time(config): + flag = False if flag: logging.info("Configuration file checked.") else: logging.error("Configuration is not valid.") - return flag + return config + + +def get_keys_values(v, key_arr, val_arr, prefix=""): + """Gets list of (sub) keys and list of values for (nested) dictionary. + Nested hierarchy is converted to a flattened structure. + + Args: + v (dict): (Nested) dictionary + key_arr (list): List of strings, each string comprises all sub keys + associated to one value, sub keys are separated by blanks. + val_arr (list): List of values (any type) + prefix (str, optional): Defaults to ''. + """ + if isinstance(v, dict): + for k, v2 in v.items(): + # Append key to string chain + p2 = f"{prefix}{k} " + # Recursion if value v is dictionary + get_keys_values(v2, key_arr, val_arr, p2) + else: + # print(prefix, v) + key_arr.append(prefix) + val_arr.append(v) + + +def check_against_template(config, config_template, default_config): + """Checks config dictionary against template: + check if config is complete, + add default settings if required, + check if values have correct data types. + + Args: + config (dict): Configuration dictionary + config_template (dict): Configuration template dictionary + default_config (dict): Default configuration dictionary + + Raises: + TypeError: if value in config has not expected data type + + Returns: + dict: Configuration dictionary, possibly with added default settings + """ + # Initialize key, value lists + config_key_arr = [] + config_val_arr = [] + template_key_arr = [] + template_val_arr = [] + # Assign key, value lists with get_keys_values() + get_keys_values(config, config_key_arr, config_val_arr) + get_keys_values(config_template, template_key_arr, template_val_arr) + # Template iterator index + i = 0 + for key_str in template_key_arr: + template_type = template_val_arr[i] + # Check if all required settings defined in template are in config + if key_str in config_key_arr: + # Config iterator index + config_index = config_key_arr.index(key_str) + # Get value from config for corresponding key_str + config_val = config_val_arr[config_index] + # Check if config value has correct date type + if not isinstance(config_val, template_type): + msg = key_str + " has incorrect data type in config file" + raise TypeError(msg) + # If required setting not in config, try to add from default config + else: + msg = "Get default value for: " + key_str + logging.info(msg) + config = add_default_config(config, key_str, default_config) + i = i + 1 + return config + + +def add_default_config( + config: dict, key_str: str, default_config: dict +) -> dict: + """Adds default settings to config if not defined by user, + but defined in default_config + + Args: + config (dict): Configuration dictionary + key_str (str): String of sub keys associated to one value, + sub keys are separated by blanks. + default_config (dict): Default configuration dictionary + + Raises: + KeyError: if required setting from key_str not included in default_config + + Returns: + dict: Configuration dictionary, with added default setting + """ + # Initialize key, value lists + default_key_arr: list[str] = [] + default_val_arr = [] + # Assign key, value lists with get_keys_values() + get_keys_values(default_config, default_key_arr, default_val_arr) + # Check if configuration in default_config + if key_str in default_key_arr: + # default config iterator index + default_index = default_key_arr.index(key_str) + # Get value from default config for corresponding key_str + default_val = default_val_arr[default_index] + # Convert string chain into list of sub keys + sub_key_arr = key_str.split() + # Iterate (nested) dictionary sub keys from inside out + added_dict = default_val + for key in reversed(sub_key_arr): + added_dict = {key: added_dict} + # Merge added_dict with config + my_merger = Merger([(dict, ["merge"])], ["override"], ["override"]) + config = my_merger.merge(config, added_dict) + else: + msg = "No valid configuration found for: " + key_str + raise KeyError(msg) + return config def check_config_types(config, types): """Checks config against table of types + TODO legacy code, remove this function? Args: - config (dict): Dictionary of key-value pairs + config (dict): Configuration dictionary types (dict): Table of valid types for config entries Returns: @@ -191,7 +310,7 @@ def create_output_dir(config): overwrite and full_run settings. Create new output directory if needed. Args: - config (dict): Dictionary of key-value pairs + config (dict): Configuration dictionary Raises: OSError: if no output directory is created or @@ -238,7 +357,7 @@ def classify_species(config): """Classifies species into applied response modelling methods Args: - config (dict): Configuration, dictionary of key-value pairs + config (dict): Configuration dictionary Raises: KeyError: if no valid response_grid in config @@ -279,7 +398,7 @@ def classify_response_types(config, species_arr): Classifies species into categories based on their response types defined in the config Args: - config (dict): Configuration, dictionary of key-value pairs + config (dict): Configuration dictionary species_arr (list): A list of strings representing the species Returns: @@ -317,7 +436,7 @@ def check_metrics_time(config: dict) -> bool: Checks if metrics time settings are within the defined time range. Args: - config (dict): Configuration from config file + config (dict): Configuration dictionary Returns: bool: True if metrics time settings are within the defined time range, diff --git a/setup.py b/setup.py index 356a62f..eb861d2 100644 --- a/setup.py +++ b/setup.py @@ -49,6 +49,7 @@ def read(fname): "xarray", "netcdf4", "scipy", + "deepmerge", ], extras_require={ "dev": [ From a6b2564c4727a7bc00a28de65665230cead87dde Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Thu, 21 Nov 2024 11:47:08 +0100 Subject: [PATCH 57/64] Update read_config_test Update TestCheckConfig. Add TestGetKeysValues, TestAddDefaultConfig --- openairclim/read_config.py | 3 +- tests/read_config_test.py | 122 ++++++++++++++++++++++++++++++++++--- 2 files changed, 115 insertions(+), 10 deletions(-) diff --git a/openairclim/read_config.py b/openairclim/read_config.py index 7af2e5c..792aaba 100644 --- a/openairclim/read_config.py +++ b/openairclim/read_config.py @@ -8,6 +8,7 @@ import shutil import tomllib import logging +from typing import Any from collections.abc import Iterable from deepmerge import Merger import numpy as np @@ -243,7 +244,7 @@ def add_default_config( """ # Initialize key, value lists default_key_arr: list[str] = [] - default_val_arr = [] + default_val_arr: list[Any] = [] # Assign key, value lists with get_keys_values() get_keys_values(default_config, default_key_arr, default_val_arr) # Check if configuration in default_config diff --git a/tests/read_config_test.py b/tests/read_config_test.py index 33d474a..dd7fa97 100644 --- a/tests/read_config_test.py +++ b/tests/read_config_test.py @@ -4,6 +4,7 @@ import os import tomllib +from collections.abc import Iterable from unittest.mock import patch import pytest import openairclim as oac @@ -37,18 +38,47 @@ def test_invalid(self): oac.load_config((REPO_PATH + TOML_INVALID_NAME)) +@pytest.fixture(name="setup_arguments", scope="class") +def fixture_setup_arguments(): + """Setup arguments for check_config + + Returns: + dict, dict: Configuration template and default config + """ + config_template = { + "species": {"inv": Iterable, "out": Iterable}, + "inventories": {"dir": str, "files": Iterable}, + "output": { + "full_run": bool, + "dir": str, + "name": str, + "overwrite": bool, + "concentrations": bool, + }, + "time": {"range": Iterable}, + "background": {"CO2": {"file": str, "scenario": str}}, + "responses": {"CO2": {"response_grid": str, "rf": {"method": str}}}, + "temperature": {"method": str, "CO2": {"lambda": float}}, + "metrics": {"types": Iterable, "t_0": Iterable, "H": Iterable}, + } + default_config = {"responses": {"CO2": {"rf": {"method": "Etminan_2016"}}}} + return config_template, default_config + + +@pytest.mark.usefixtures("setup_arguments") class TestCheckConfig: """Tests function check_config(config)""" - def test_correct_config(self): + def test_correct_config(self, setup_arguments): """Correct config returns True""" + config_template, default_config = setup_arguments config = { "species": {"inv": ["CO2"], "nox": "NO", "out": ["CO2"]}, "inventories": { "dir": REPO_PATH, "files": [INV_NAME], "rel_to_base": False, - "base": {"dir": REPO_PATH, "files": [INV_NAME]} + "base": {"dir": REPO_PATH, "files": [INV_NAME]}, }, "output": { "full_run": True, @@ -65,17 +95,20 @@ def test_correct_config(self): "temperature": {"method": "Boucher&Reddy", "CO2": {"lambda": 1.0}}, "metrics": {"types": ["ATR"], "t_0": [2020], "H": [100]}, } - assert oac.check_config(config) + assert isinstance( + oac.check_config(config, config_template, default_config), dict + ) - def test_incorrect_config(self): - """Incorrect config returns False""" + def test_incorrect_config(self, setup_arguments): + """Incorrect config returns TypeError""" + config_template, default_config = setup_arguments config = { "species": {"inv": ["CO2"], "nox": "NO", "out": ["CO2"]}, "inventories": { "dir": 9, "files": [INV_NAME], "rel_to_base": 1, - "base": {"dir": 9, "files": [INV_NAME]} + "base": {"dir": 9, "files": [INV_NAME]}, }, "output": { "dir": "results/", @@ -89,10 +122,12 @@ def test_incorrect_config(self): "responses": {"CO2": {"response_grid": "0D"}}, "temperature": {"method": "Boucher&Reddy", "CO2": {"lambda": 1.0}}, } - assert oac.check_config(config) is False + with pytest.raises(TypeError): + oac.check_config(config, config_template, default_config) - def test_incorrect_file_path(self): + def test_incorrect_file_path(self, setup_arguments): """Incorrect file path of emission inventory returns False""" + config_template, default_config = setup_arguments config = { "species": {"inv": ["CO2"], "nox": "NO", "out": ["CO2"]}, "inventories": { @@ -111,7 +146,76 @@ def test_incorrect_file_path(self): "responses": {"CO2": {"response_grid": "0D"}}, "temperature": {"method": "Boucher&Reddy", "CO2": {"lambda": 1.0}}, } - assert oac.check_config(config) is False + with pytest.raises(KeyError): + oac.check_config(config, config_template, default_config) + + +class TestGetKeysValues: + """Tests function get_key_values""" + + def test_get_keys_values_empty_dict(self): + """Tests get_keys_values with an empty dictionary.""" + config = {} + expected_key_arr = [] + expected_val_arr = [] + # Initialize key, value lists + actual_key_arr = [] + actual_val_arr = [] + oac.get_keys_values(config, actual_key_arr, actual_val_arr) + assert expected_key_arr == actual_key_arr + assert expected_val_arr == actual_val_arr + + def test_get_keys_values_nest_dict(self): + """Tests get_keys_values with a nested dictionary.""" + # Define a nested dictionary and expected list of keys and values. + config = { + "key1": 10, + "key2": {"sub_key1": "string-value", "sub_key2": 20}, + } + expected_key_arr_nest_dict = [ + "key1 ", + "key2 sub_key1 ", + "key2 sub_key2 ", + ] + expected_val_arr_nest_dict = [10, "string-value", 20] + # Initialize key, value lists + actual_key_arr = [] + actual_val_arr = [] + oac.get_keys_values(config, actual_key_arr, actual_val_arr) + assert expected_key_arr_nest_dict == actual_key_arr + assert expected_val_arr_nest_dict == actual_val_arr + + +class TestAddDefaultConfig: + """Tests function add_default_config""" + + def test_add_default_success(self): + """Tests output of a dictionary when default setting is added successfully""" + # Create a small test configuration dictionary + config = {} + # Define a default configuration with some settings + default_config = { + "setting1": True, + "setting2": {"sub_setting": {"sub_sub_setting": False}}, + } + # Call add_default_config and assert that the result is as expected + actual = oac.add_default_config( + config, "setting2 sub_setting sub_sub_setting ", default_config + ) + assert isinstance(actual, dict) + + def test_add_default_error(self): + """ "KeyError is raised if required setting not in default_config""" + # Create a small test configuration dictionary + config = {} + # Define a default configuration with some settings + default_config = { + "setting1": True, + "thing_to_set_option1": {"sub_setting": False}, + } + # Call add_default_config and assert that the KeyError is raised + with pytest.raises(KeyError): + oac.add_default_config(config, "option2 setting3", default_config) # TODO Instead of creating and removing directories, use patch or monkeypatch From 470878ceee03199a52bcd76f3010c25fe7397487 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Mon, 25 Nov 2024 15:53:47 +0100 Subject: [PATCH 58/64] Updates after review for merge request (issue#49) Update of example.toml, CONFIG_TEMPLATE in read_config.py and tests/read_config_test.py Update of openairclim.rst for automatic generation of API doc for module calc_cont.py --- docs/source/openairclim.rst | 8 ++++++++ example/example.toml | 3 ++- openairclim/read_config.py | 2 +- tests/read_config_test.py | 2 +- 4 files changed, 12 insertions(+), 3 deletions(-) diff --git a/docs/source/openairclim.rst b/docs/source/openairclim.rst index dcad9d1..672fe08 100644 --- a/docs/source/openairclim.rst +++ b/docs/source/openairclim.rst @@ -20,6 +20,14 @@ openairclim.calc\_co2 module :undoc-members: :show-inheritance: +openairclim.calc\_cont module +---------------------------- + +.. automodule:: openairclim.calc_cont + :members: + :undoc-members: + :show-inheritance: + openairclim.calc\_dt module --------------------------- diff --git a/example/example.toml b/example/example.toml index 78fff5e..6f0d4bd 100644 --- a/example/example.toml +++ b/example/example.toml @@ -77,7 +77,8 @@ N2O.scenario = "SSP2-4.5" dir = "../repository/" CO2.response_grid = "0D" CO2.conc.method = "Sausen&Schumann" -#CO2.rf.method = "Etminan_2016" # Etminan et al. 2016 +# RF method based on Etminan et al. 2016 is used by default. +#CO2.rf.method = "Etminan_2016" H2O.response_grid = "2D" H2O.rf.file = "resp_RF.nc" diff --git a/openairclim/read_config.py b/openairclim/read_config.py index 792aaba..36e41ac 100644 --- a/openairclim/read_config.py +++ b/openairclim/read_config.py @@ -17,7 +17,7 @@ # Template of config dictionary with types of MANDATORY input settings CONFIG_TEMPLATE = { "species": {"inv": Iterable, "out": Iterable}, - "inventories": {"dir": str, "files": Iterable}, + "inventories": {"dir": str, "files": Iterable, "rel_to_base": bool}, "output": { "full_run": bool, "dir": str, diff --git a/tests/read_config_test.py b/tests/read_config_test.py index dd7fa97..c794e53 100644 --- a/tests/read_config_test.py +++ b/tests/read_config_test.py @@ -47,7 +47,7 @@ def fixture_setup_arguments(): """ config_template = { "species": {"inv": Iterable, "out": Iterable}, - "inventories": {"dir": str, "files": Iterable}, + "inventories": {"dir": str, "files": Iterable, "rel_to_base": bool}, "output": { "full_run": bool, "dir": str, From 6d32914c89bd9d50c9fe3e4f3633b8b5d4ced2ea Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Thu, 28 Nov 2024 18:22:45 +0100 Subject: [PATCH 59/64] Update calc_response, response surfaces --- example/example.toml | 11 ++++++++--- openairclim/calc_response.py | 10 ++++++++-- openairclim/main.py | 29 +++++++---------------------- repository/resp_RF.nc | Bin 28945 -> 29473 bytes repository/resp_RF_O3.nc | Bin 0 -> 22364 bytes repository/resp_ch4.nc | Bin 14514 -> 15029 bytes 6 files changed, 23 insertions(+), 27 deletions(-) create mode 100644 repository/resp_RF_O3.nc diff --git a/example/example.toml b/example/example.toml index 6f0d4bd..3ea3574 100644 --- a/example/example.toml +++ b/example/example.toml @@ -9,8 +9,8 @@ inv = ["CO2", "H2O", "NOx", "distance"] # possible values: "NO", "NO2" nox = "NO" # Output / response species -# possible values: "CO2", "H2O", "cont" -out = ["CO2", "H2O", "cont"] +# possible values: "CO2", "H2O", "O3", "CH4" "cont" +out = ["CO2", "H2O", "O3", "CH4", "cont"] # Emission inventories [inventories] @@ -81,7 +81,12 @@ CO2.conc.method = "Sausen&Schumann" #CO2.rf.method = "Etminan_2016" H2O.response_grid = "2D" -H2O.rf.file = "resp_RF.nc" +H2O.rf.file = "resp_RF.nc" # AirClim response surface + +O3.response_grid = "2D" +O3.rf.file = "resp_RF_O3.nc" +#O3.rf.file = "resp_RF.nc" # AirClim response surface, requires adjustment of CORR_RF_O3 ! + CH4.response_grid = "2D" CH4.tau.file = "resp_ch4.nc" CH4.rf.method = "Etminan_2016" diff --git a/openairclim/calc_response.py b/openairclim/calc_response.py index bad9493..7301047 100644 --- a/openairclim/calc_response.py +++ b/openairclim/calc_response.py @@ -2,6 +2,7 @@ Calculates responses for each species and scenario """ +import logging import numpy as np from openairclim.interpolate_space import calc_weights @@ -31,7 +32,6 @@ # eps * (365 * 24 * 3600) # # TODO Check if air mass normalization properly implemented --> calc_weights() -# CORR_CONC_O3 = 1.0 / (6.877e-16 * 365 * 24 * 3600) # # CORR_RF_H2O from AirClim, normalization of response @@ -47,7 +47,10 @@ CORR_RF_H2O = 380517.5038 # # TODO Update correction factor -CORR_RF_O3 = 1.0 +CORR_RF_O3 = CORR_CONC_O3 +# CORR_RF_O3 form AirClim, normalization of response +# CORR_RF_O3 = 1.0 / (31536000.0 * 0.45e-15) +# CORR_RF_O3 = 70466204.41 # # TODO Update correction factor CORR_TAU_CH4 = CORR_CONC_O3 @@ -115,6 +118,9 @@ def calc_resp_all(config, resp_dict, inv_dict): if spec == "H2O": corr = CORR_RF_H2O elif spec == "O3": + # Warning message if tagging response surface is used + if CORR_RF_O3 == CORR_CONC_O3: + logging.warning("O3 response surface is not validated!") corr = CORR_RF_O3 * corr_nox elif resp_type == "tau": if spec == "CH4": diff --git a/openairclim/main.py b/openairclim/main.py index 164b83d..dfa50fa 100644 --- a/openairclim/main.py +++ b/openairclim/main.py @@ -175,10 +175,7 @@ def run(file_name): oac.write_to_netcdf( config, dtemp_ch4_dict, result_type="dT", mode="a" ) - logging.warning( - "Computed values for CH4 response are not scientifially meaningful. " - "CH4 response surface without noise correction!" - ) + logging.warning("CH4 response surface is not validated!") else: logging.warning( "No species defined in config with 2D response_grid." @@ -206,25 +203,17 @@ def run(file_name): ) # Calculate Contrail Flight Distance Density (CFDD) - cfdd_dict = oac.calc_cfdd( - config, inv_dict, ds_cont - ) + cfdd_dict = oac.calc_cfdd(config, inv_dict, ds_cont) # Calculate contrail cirrus coverage (cccov) - cccov_dict = oac.calc_cccov( - config, cfdd_dict, ds_cont - ) + cccov_dict = oac.calc_cccov(config, cfdd_dict, ds_cont) # if the input inventory is to be compared to the base inventory if config["inventories"]["rel_to_base"]: # calculate base CFDD - base_cfdd_dict = oac.calc_cfdd( - config, base_inv_dict, ds_cont - ) + base_cfdd_dict = oac.calc_cfdd(config, base_inv_dict, ds_cont) # combine CFDD values of inventory and base - comb_cfdd_dict = oac.add_inv_to_base( - cfdd_dict, base_cfdd_dict - ) + comb_cfdd_dict = oac.add_inv_to_base(cfdd_dict, base_cfdd_dict) # calculate combined cccov comb_cccov_dict = oac.calc_cccov( config, comb_cfdd_dict, ds_cont @@ -253,13 +242,9 @@ def run(file_name): oac.write_to_netcdf( config, dtemp_cont_dict, result_type="dT", mode="a" ) - logging.warning( - "Contrail values use the AirClim 2.1 method." - ) + logging.warning("Contrail values use the AirClim 2.1 method.") else: - logging.warning( - "No contrails defined in config." - ) + logging.warning("No contrails defined in config.") # Calculate climate metrics metrics_dict = oac.calc_climate_metrics(config) diff --git a/repository/resp_RF.nc b/repository/resp_RF.nc index 48f8e02da608847608d81b217c98940b98b68770..97d5f7d1407a7a10e209f8ea3558e7c3e0987733 100644 GIT binary patch delta 1093 zcmYk54@{JG7{`CV_g>iDd4B=zWF4pcIpFRBuGl{-<`vLY{J_TBDYUs7b}ly@B`ErsMQoHje9VvZD?yx#u8QIU2o9Q(VV5G2mv!IyTKquqj|PiSrZ?bIpjSVF zdtsm6z^%ZdU%w24!k}9%NAd^=<)8G_J>@7VLeYp7SF`AgY1*2|;eRUiFS#6SG?d9% z6JblX!sYY?7&4UbDWBzciOW~iNtz3#leB<6ub=Q!hpmw+K24?dBa`I4xgSWqc7(L| z4U_7;QL@)DO=i9-BO$&0n-*b%WwWrW&>&n|wLm9(uFz$+e(LP#rQM?^>5kkpv>VVcAOjhTL}#8R-g`^KKah}hfZn$?(f$Pc zX*af!K6@MaBd(Q{B({(bFTa)7-1H;yUENJBNlx1MvyN(xcaxc`PY`!mI{92jh~}MQ z;;ybBn%mD4boY%su`}tsMEoc%3F994Hr>VVS9#`unC$Gc!&JF07-7+}X-Vja&CDf?Tf|kRyD^MsDEYukgB@ZpV+zao$UqSfH?nd$ zZ7oB7i6M|}$6kiW1gBNU-)R2zI@DRi7-a|p#?@NBbPsoop=bolEDOtG}@)xJX z+Q(kO(2%R-x7_b8f?!6z_+9SM|8Yn1LO8Ig;$T4L76m$AaPS!uJS)$Eb7`e);~JzDx>HOR+7ZRW+P%y-Zyk&M7tQ4~eXtngqH+H?>)c&1zW@=Fr$Yu z`eI&x6F<=bmr6)E@Hy*v=WJUzyq{cDG;7EM*(a>N7aH};Y*^O_mK>0tqEuHJZ`N^l5g(R?fXD^`1Zf!6SgJw-4#=e)WUBLj+ z6K-eW>d6`@t~LMt%1uuV;1TUVFTXNJxw~NtO0h5|V(V%C#4E~~2q?ve=;^Ed eJ-kZ5y0&1Tm7I_My@IFQ+jEamPOM;wP5lGy2DkM9 diff --git a/repository/resp_RF_O3.nc b/repository/resp_RF_O3.nc new file mode 100644 index 0000000000000000000000000000000000000000..29fcb13ec440242b008da0bd407e4b9785f112df GIT binary patch literal 22364 zcmeHO33yaRwyvZDgrwOaxPWxnA&`xb1(C{5!V)kEn?yRDbQ2nq?xefJt_h2PfPg3< zq7nfGMNk+O0i!LVASwuh%P>!jsH^HlbPKj?7Fbv&`=`M&sr)P$C+5|!i9%DuaC;f%nxo69~9h`kp@vpl#yjv zFbP7<)~)gH>|p#$$S^L5F$FUQ(v*af5JC#=o^l&$2h~6Q+=`i&lVj4BTl%H*kBv8A7gz@4oP&RvJRq`sZIDTA{jXg1EAmLms!|9lAb9kU4 z)>KnXFC)8uTy&x_2kkMCW~4p*BWcy1DNYx;HYkW-2k^tX12qK)K?00P$UX=(moN@1 zhlKehh3O^Sdn70bss@{&0wZQ132A7L%56+t&>xUYq+=-QSOd8xVR*&Rm-F754xN~a z!AQRE##G7j?p*HHWN2H&hM@a9abAognalC-_xI_ipB_9aBWJkiLlYv;8-e+}N#>m< zw+NFpOh{u@TzjlZ^mX;Mnu>u-V-$heWgsoV!%)baXY-U=CnsduE9_R%8itD3WMWeV zi+r5er~5C5NlbGguYQ%#$sCPsdOc=>LNsL(YOAoDE6Z)uJ7@#N^k!T$c|&$VK^A$h zJ1-YhA4D?PqOr2_BLgg~7<<&M=zkca7)q2UB zIbUOhr3qJPZ6PmrI?BurO9fxZ+kh5!Ip1QnTRisZHdD6KRcd#X8He(; 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CH4.response_grid = "2D" -CH4.tau.file = "resp_ch4.nc" +CH4.tau.file = "resp_ch4.nc" # tagging CH4.rf.method = "Etminan_2016" cont.response_grid = "cont" diff --git a/openairclim/calc_response.py b/openairclim/calc_response.py index 7301047..14002c2 100644 --- a/openairclim/calc_response.py +++ b/openairclim/calc_response.py @@ -12,7 +12,7 @@ # Conversion table: out_species (response species) to inv_species (inventory species) OUT_INV_DICT = {"CO2": "CO2", "H2O": "H2O", "O3": "NOx", "CH4": "NOx"} # -# Correction / Normalization factors +# CORRECTION (normalization) factors # # Correction H2O emission --> H2O concentration # Correction factor from AirClim @@ -31,10 +31,11 @@ # This translates to an emission strength for one year: # eps * (365 * 24 * 3600) # +# Correction factor for O3 concentration, tagging # TODO Check if air mass normalization properly implemented --> calc_weights() CORR_CONC_O3 = 1.0 / (6.877e-16 * 365 * 24 * 3600) # -# CORR_RF_H2O from AirClim, normalization of response +# Correction factor for RF H2O, AirClim (perturbation) # # Scaling of water vapour radiative forcing by 1.5 according to findings from # De Forster, P. M., Ponater, M., & Zhong, W. Y. (2001). 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zyoPXu@LIyJ5?)7mJyheB@;d;UigkLATi!g6Y)TV!Ib;>e47gky;3i@VX5VmnudgiKHsf&J8 zoDpp5PGIZjrnR|GmB-0!vI@KT{*x1C z)Fe^ClTdBU?GyJDwii){PtU&%*D^!tgQ~90k`YYzIi0r-Cp=kpn@?X}WG1Be#JC?5)*Ek*@JUaXUnHCe<&V8c)-2xW>tr>@Lon=5 zOL$Xbb7(JG+WwEOEy5)CxmxFZ8>o+6#h9*c!O*Hh2UE+^P1Wq99uf zkK6`4RPH*+OfvX-)TFxss*((-Op?!5KsUOTs7bd9hS9yE+#0xt?ncz4TMNEq1H8%d z+09U#Z163pNp~x>qT8a}?Qj9zI@F}Q14hvuQSMIQ9)s7TCfx=IdJG77(g;s%FlIun$8ei$19mt+VL0f mv_p$!1>6el;a3w&!te16ee%Vy6MrvaIHT=I-Nmsbmj3|AU7?l$ From 40bca8c2161e71fff65bb1f19eb193e9c8395adc Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Sat, 30 Nov 2024 11:39:19 +0100 Subject: [PATCH 61/64] Add PMO --- example/example.toml | 5 +++-- openairclim/calc_ch4.py | 27 ++++++++++++++++++++++++++- openairclim/calc_response.py | 27 +++++++++++++++++++++++++++ openairclim/main.py | 19 ++++++++++++++++++- openairclim/read_config.py | 26 +++++++++++++++++++++----- openairclim/write_output.py | 14 +++++++++++--- 6 files changed, 106 insertions(+), 12 deletions(-) diff --git a/example/example.toml b/example/example.toml index 8d7aab8..61b428a 100644 --- a/example/example.toml +++ b/example/example.toml @@ -9,8 +9,8 @@ inv = ["CO2", "H2O", "NOx", "distance"] # possible values: "NO", "NO2" nox = "NO" # Output / response species -# possible values: "CO2", "H2O", "O3", "CH4" "cont" -out = ["CO2", "H2O", "O3", "CH4", "cont"] +# possible values: "CO2", "H2O", "O3", "CH4", "PMO", "cont" +out = ["CO2", "H2O", "O3", "CH4", "PMO", "cont"] # Emission inventories [inventories] @@ -107,6 +107,7 @@ CO2.lambda = 0.73 # Efficacies, Ponater et al. 2006, Table 1 H2O.efficacy = 1.14 O3.efficacy = 1.37 +PMO.efficacy = 1.37 CH4.efficacy = 1.14 cont.efficacy = 0.59 diff --git a/openairclim/calc_ch4.py b/openairclim/calc_ch4.py index a31d885..4cc33f9 100644 --- a/openairclim/calc_ch4.py +++ b/openairclim/calc_ch4.py @@ -6,6 +6,7 @@ from scipy.interpolate import interp1d from scipy.integrate import solve_ivp from openairclim.construct_conc import interp_bg_conc +from openairclim.read_netcdf import get_results # CONSTANTS TAU_GLOBAL = 8.0 @@ -120,7 +121,7 @@ def calc_ch4_rf_etminan_2016( conc_ch4_arr = conc_dict["CH4"] conc_ch4_bg_arr = conc_ch4_bg_dict["CH4"] conc_n2o_bg_arr = conc_n2o_bg_dict["N2O"] - a3 = -1.3e-6 # W/m²/ppb + a3 = -1.3e-6 # W/m²/ppb b3 = -8.2e-6 m_0_arr = conc_ch4_bg_arr m_arr = conc_ch4_bg_arr + conc_ch4_arr @@ -130,3 +131,27 @@ def calc_ch4_rf_etminan_2016( np.sqrt(m_arr) - np.sqrt(m_0_arr) ) return {"CH4": rf_ch4_arr} + + +def calc_pmo_rf(config): + """ + Calculates PMO RF + + Args: + config (dict): Configuration dictionary + + Returns: + dict: Dictionary of np.ndarray of computed RF, key is PMO + + Raises: + KeyError: If computed CH4 RF is not available. + """ + # Get results computed for other species + _emis_dict, _conc_dict, rf_dict, _dtemp_dict = get_results(config) + if "CH4" in rf_dict: + rf_ch4_arr = rf_dict["CH4"].values + rf_pmo_arr = 0.29 * rf_ch4_arr + else: + msg = "PMO RF requires computed CH4 RF which is not available!" + raise KeyError(msg) + return {"PMO": rf_pmo_arr} diff --git a/openairclim/calc_response.py b/openairclim/calc_response.py index 14002c2..cb169f7 100644 --- a/openairclim/calc_response.py +++ b/openairclim/calc_response.py @@ -5,6 +5,7 @@ import logging import numpy as np from openairclim.interpolate_space import calc_weights +from openairclim.calc_ch4 import calc_pmo_rf # CONSTANTS @@ -139,3 +140,29 @@ def calc_resp_all(config, resp_dict, inv_dict): out_inv_dict[year] = out_arr out_dict[spec] = out_inv_dict return out_dict + + +def calc_resp_sub(config, species_sub): + """ + Calculates responses for specified sub-species. + + Args: + config (dict): Configuration dictionary + species_sub (list[str]): List of sub-species names, such as 'PMO' + + Returns: + dict: Dictionary with computed responses, keys are sub-species + + Raises: + KeyError: If no method defined for the sub-species + """ + rf_sub_dict = {} + for spec in species_sub: + if spec == "PMO": + rf_pmo_dict = calc_pmo_rf(config) + rf_sub_dict = rf_sub_dict | rf_pmo_dict + logging.warning("PMO response not validated!") + else: + msg = "No method defined for sub species " + spec + raise KeyError(msg) + return rf_sub_dict diff --git a/openairclim/main.py b/openairclim/main.py index dfa50fa..4a5ee9e 100644 --- a/openairclim/main.py +++ b/openairclim/main.py @@ -36,7 +36,9 @@ def run(file_name): if full_run: inv_species = config["species"]["inv"] # out_species = config["species"]["out"] - species_0d, species_2d, species_cont = oac.classify_species(config) + species_0d, species_2d, species_cont, species_sub = ( + oac.classify_species(config) + ) inv_dict = oac.open_inventories(config) # Emissions in Tg, each species @@ -246,6 +248,21 @@ def run(file_name): else: logging.warning("No contrails defined in config.") + if species_sub: + rf_sub_dict = oac.calc_resp_sub(config, species_sub) + oac.write_to_netcdf( + config, rf_sub_dict, result_type="RF", mode="a" + ) + # RF --> dT + # Calculate temperature change + for spec in species_sub: + dtemp_dict = oac.calc_dtemp(config, spec, rf_sub_dict) + oac.write_to_netcdf( + config, dtemp_dict, result_type="dT", mode="a" + ) + else: + logging.info("No subsequent species (PMO) defined in config.") + # Calculate climate metrics metrics_dict = oac.calc_climate_metrics(config) oac.write_climate_metrics(config, metrics_dict) diff --git a/openairclim/read_config.py b/openairclim/read_config.py index 36e41ac..550c495 100644 --- a/openairclim/read_config.py +++ b/openairclim/read_config.py @@ -36,6 +36,10 @@ # default settings are ONLY added if corresponding type defined in CONFIG_TEMPLATE DEFAULT_CONFIG = {"responses": {"CO2": {"rf": {"method": "Etminan_2016"}}}} +# Species for which responses are calculated subsequently, +# i.e. dependent on computed response of other species +SPECIES_SUB_ARR = ["PMO"] + def get_config(file_name): """load_config, check_config and create_output_dir @@ -91,7 +95,9 @@ def check_config(config, config_template, default_config): config = check_against_template(config, config_template, default_config) flag = True # Check response section - _species_0d, species_2d, _species_cont = classify_species(config) + _species_0d, species_2d, _species_cont, _species_sub = classify_species( + config + ) response_files = [] for spec in species_2d: resp_flag = False @@ -365,16 +371,26 @@ def classify_species(config): KeyError: if no response defined for a spec Returns: - list: Lists of strings (species) + tuple: tuple of lists of strings (species names) """ species = config["species"]["out"] responses = config["responses"] species_0d = [] species_2d = [] species_cont = [] + species_sub = [] for spec in species: - exists = False + # Classify species_sub, no response_grid required + if spec in SPECIES_SUB_ARR: + species_sub.append(spec) + exists = True + else: + # Initialize exists flag + exists = False + # Check if response_grid is defined for spec and classify for key, item in responses.items(): + # Check if spec has config settings in response section + # If True, classify spec according to response_grid if key == spec: exists = True if item["response_grid"] == "0D": @@ -391,7 +407,7 @@ def classify_species(config): pass if exists is False: raise KeyError("Responses not defined in config for", spec) - return species_0d, species_2d, species_cont + return species_0d, species_2d, species_cont, species_sub def classify_response_types(config, species_arr): @@ -457,7 +473,7 @@ def check_metrics_time(config: dict) -> bool: logging.warning(msg) t_zero_arr = config["metrics"]["t_0"] horizon_arr = config["metrics"]["H"] - # Iterate through all metrics time ranges + # Iterate through all metrics time ranges flag = True for t_zero, horizon in zip(t_zero_arr, horizon_arr): time_metrics = np.arange(t_zero, (t_zero + horizon), delta_t) diff --git a/openairclim/write_output.py b/openairclim/write_output.py index a8855af..b5257bb 100644 --- a/openairclim/write_output.py +++ b/openairclim/write_output.py @@ -26,12 +26,20 @@ "H2O": "W/m²", "O3": "W/m²", "CH4": "W/m²", - "cont": "W/m²" + "PMO": "W/m²", + "cont": "W/m²", }, }, "dT": { "long_name": "Temperature change", - "units": {"CO2": "K", "H2O": "K", "O3": "K", "CH4": "K", "cont": "K"}, + "units": { + "CO2": "K", + "H2O": "K", + "O3": "K", + "CH4": "K", + "PMO": "K", + "cont": "K", + }, }, "ATR": {"long_name": "Average Temperature Response", "units": "K"}, "AGWP": { @@ -66,7 +74,7 @@ def write_to_netcdf(config, val_arr_dict, result_type, mode="w"): xarray: xarray Dateset of results time series """ # TODO "distance" is not really an emission, so being saved as "distance emission" doesn't really make sense - + output_dir = config["output"]["dir"] output_name = config["output"]["name"] output_filename = output_dir + output_name + ".nc" From 940854a2073fec6422704f13ee63688f29f93f1e Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Sun, 1 Dec 2024 12:09:24 +0100 Subject: [PATCH 62/64] Update calc_pmo_rf, calc_resp_sub, add unittests --- openairclim/calc_ch4.py | 8 +++----- openairclim/calc_response.py | 5 ++++- tests/calc_ch4_test.py | 38 ++++++++++++++++++++++++++++++++++++ 3 files changed, 45 insertions(+), 6 deletions(-) diff --git a/openairclim/calc_ch4.py b/openairclim/calc_ch4.py index 4cc33f9..0de359c 100644 --- a/openairclim/calc_ch4.py +++ b/openairclim/calc_ch4.py @@ -6,7 +6,6 @@ from scipy.interpolate import interp1d from scipy.integrate import solve_ivp from openairclim.construct_conc import interp_bg_conc -from openairclim.read_netcdf import get_results # CONSTANTS TAU_GLOBAL = 8.0 @@ -133,12 +132,13 @@ def calc_ch4_rf_etminan_2016( return {"CH4": rf_ch4_arr} -def calc_pmo_rf(config): +def calc_pmo_rf(rf_dict): """ Calculates PMO RF Args: - config (dict): Configuration dictionary + config (dict): Dictionary of xr.DataArray with computed RF + time series, keys are species Returns: dict: Dictionary of np.ndarray of computed RF, key is PMO @@ -146,8 +146,6 @@ def calc_pmo_rf(config): Raises: KeyError: If computed CH4 RF is not available. """ - # Get results computed for other species - _emis_dict, _conc_dict, rf_dict, _dtemp_dict = get_results(config) if "CH4" in rf_dict: rf_ch4_arr = rf_dict["CH4"].values rf_pmo_arr = 0.29 * rf_ch4_arr diff --git a/openairclim/calc_response.py b/openairclim/calc_response.py index cb169f7..eff2666 100644 --- a/openairclim/calc_response.py +++ b/openairclim/calc_response.py @@ -5,6 +5,7 @@ import logging import numpy as np from openairclim.interpolate_space import calc_weights +from openairclim.read_netcdf import get_results from openairclim.calc_ch4 import calc_pmo_rf @@ -156,10 +157,12 @@ def calc_resp_sub(config, species_sub): Raises: KeyError: If no method defined for the sub-species """ + # Get results computed for other species + _emis_dict, _conc_dict, rf_dict, _dtemp_dict = get_results(config) rf_sub_dict = {} for spec in species_sub: if spec == "PMO": - rf_pmo_dict = calc_pmo_rf(config) + rf_pmo_dict = calc_pmo_rf(rf_dict) rf_sub_dict = rf_sub_dict | rf_pmo_dict logging.warning("PMO response not validated!") else: diff --git a/tests/calc_ch4_test.py b/tests/calc_ch4_test.py index 716a8ed..660ade6 100644 --- a/tests/calc_ch4_test.py +++ b/tests/calc_ch4_test.py @@ -3,6 +3,7 @@ """ import numpy as np +import xarray as xr import pytest import openairclim as oac @@ -31,3 +32,40 @@ def test_empty_conc_dict(self): oac.calc_ch4_rf( config, conc_dict, conc_ch4_bg_dict, conc_n2o_bg_dict ) + + +@pytest.fixture(name="create_rf_dict", scope="class") +def fixture_load_inv(): + """Create exampel dictionary with computed RF values + + Returns: + dict: Dictionary of xarray DataArray, key are species + """ + rf_dict = { + "CH4": xr.DataArray( + data=np.array([1.0, 1.0, 1.0]), + coords={"time": np.array([2020, 2030, 2040])}, + dims=["time"], + name="RF_CH4", + ) + } + return rf_dict + + +@pytest.mark.usefixtures("create_rf_dict") +class TestCalcPmoRF: + """Tests function calc_pmo_rf(rf_dict)""" + + def test_valid_input(self, create_rf_dict): + """Valid input (dictionary of xr.DataArray) returns expected dictionary""" + rf_dict = create_rf_dict + expected_dict = {"PMO": np.array([0.29, 0.29, 0.29])} + np.testing.assert_array_almost_equal( + expected_dict["PMO"], oac.calc_pmo_rf(rf_dict)["PMO"] + ) + + def test_missing_ch4(self): + """rf_dict without CH4 returns KeyError""" + rf_dict = {} + with pytest.raises(KeyError): + oac.calc_pmo_rf(rf_dict) From 5fe758c65c11a520a46cb1dc7555ccda7f956aec Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Tue, 3 Dec 2024 15:53:12 +0100 Subject: [PATCH 63/64] Updates after review for pull request Update docstrings in calc_response.py and calc_ch4_test.py --- openairclim/calc_response.py | 2 ++ tests/calc_ch4_test.py | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/openairclim/calc_response.py b/openairclim/calc_response.py index eff2666..55a4b8e 100644 --- a/openairclim/calc_response.py +++ b/openairclim/calc_response.py @@ -146,6 +146,8 @@ def calc_resp_all(config, resp_dict, inv_dict): def calc_resp_sub(config, species_sub): """ Calculates responses for specified sub-species. + The calculation of sub-species responses depends on the results + of main species which must be calculated and written to output beforehand. Args: config (dict): Configuration dictionary diff --git a/tests/calc_ch4_test.py b/tests/calc_ch4_test.py index 660ade6..72387cc 100644 --- a/tests/calc_ch4_test.py +++ b/tests/calc_ch4_test.py @@ -36,7 +36,7 @@ def test_empty_conc_dict(self): @pytest.fixture(name="create_rf_dict", scope="class") def fixture_load_inv(): - """Create exampel dictionary with computed RF values + """Create example dictionary with computed RF values Returns: dict: Dictionary of xarray DataArray, key are species From 36e5f83d9b9d801ccb3fdf2b6deb6cd438d35f65 Mon Sep 17 00:00:00 2001 From: Stefan Voelk Date: Wed, 4 Dec 2024 16:02:57 +0100 Subject: [PATCH 64/64] Update CHANGELOG and __about__.py --- CHANGELOG.md | 20 ++++++++++++++++++++ openairclim/__about__.py | 2 +- 2 files changed, 21 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 1221aac..5f56445 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,25 @@ # Changelog +## [0.9.0] - 2024-12-04 + +### Added + +- Species: $O_3$, $CH_4$, PMO and Contrails + +### Limitations + +- Limited resolution of response surfaces and pending validation for species $O_3$, $CH_4$ and PMO +- Stratospheric Water Vapor (SWV) not considered in this version +- Contrails module: AirClim 2.1 methodology including simulations for $H_2$ from AHEAD project +- Climate impact of longer species lifetimes in the stratosphere not considered +- Overhanging effect on next year not considered for species lifetimes in the order of time step (year) + +### Updates + +- Change of versioning scheme to [semantic versioning](https://semver.org/) +- Move repository directory +- Integrate default configuration settings + ## [2.8.3] - 2024-09-04 ### Added diff --git a/openairclim/__about__.py b/openairclim/__about__.py index 8468588..24d9092 100644 --- a/openairclim/__about__.py +++ b/openairclim/__about__.py @@ -12,7 +12,7 @@ __title__ = "OpenAirClim" -__version__ = "2.8.3" +__version__ = "0.9.0" __author__ = "OpenAirClim Team" __email__ = "stefan.voelk@dlr.de" __license__ = "Apache 2.0"

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