diff --git a/Chapter2-DataManipulation/2.5_Arrays.html b/Chapter2-DataManipulation/2.5_Arrays.html index 226ee36..861e875 100644 --- a/Chapter2-DataManipulation/2.5_Arrays.html +++ b/Chapter2-DataManipulation/2.5_Arrays.html @@ -671,6 +671,13 @@
mean of x1 standard deviation of x1 mean of x2 standard deviation of x2
-0.00777154115492516 0.5745379970716556 0.005820617430212159 1.004873967695789
+-0.005242713935514573 0.5811122928456496 -0.008646039757914115 1.0069077235078774
<matplotlib.collections.PolyQuadMesh at 0x382415910>
+<matplotlib.collections.PolyQuadMesh at 0x45cb6e0d0>
Learn how to smooth/blurr these 2D arrays
+# use scipy gaussian filtering to smooth the x2 array
+from scipy.ndimage import gaussian_filter
+x2_smooth = gaussian_filter(x2, sigma=2)
+fig, (ax1,ax2) = plt.subplots(1,2, figsize=(10,5)) # 1 row, 2 co
+ax1.pcolor(x2,vmin=-1, vmax=1)
+ax2.pcolor(x2_smooth,vmin=-1, vmax=1)
+
<matplotlib.collections.PolyQuadMesh at 0x4bb390880>
+
# check the distributions of both arrays before and after smoothing using histograms to compare
+fig, (ax1,ax2) = plt.subplots(1,2, figsize=(10,5)) # 1 row, 2 co
+ax1.hist(x2.flatten(),bins=100)
+ax2.hist(x2_smooth.flatten(),bins=100);
+
the three distances are:
-43.02206715187359 1074.0785021769914 0.03665032100402662
+45.66603905733849 1167.9218435350808 -0.04924618422031317
Text(0, 0.5, 'X3')
This tutorial has been copied and modified from the Xarray package tutorials.
Geoscientific data comes with complex metadata that describe the meaning and context for data arrays. Xarrays allows to attach metadat to the data arrays, making it easier to keep track of variables, their units, coordinate systems, and other important data attributes. Because geoscientific data are typically multi-dimensional, integrating dimensions like time, spatial coordinate, allows users to manipulate, transform, perform complex operations on the data arras, In particular, it simplifies tasks to slice in time and space, allows for regridding and subsetting.
Xarrays are well integrated with high performance computing, such as Dask, and storage such as HPC storage using NetCDF
and cloud storage with Zarr
.
<matplotlib.collections.QuadMesh at 0x3cd65feb0>
+<matplotlib.collections.QuadMesh at 0x3bbfa6fd0>
-
+
You would notice that the air temperature is in Kelvin. We can convert it to Celsius by removing 273.15 and changing the attributes units
.
<matplotlib.collections.QuadMesh at 0x3cd771940>
+<matplotlib.collections.QuadMesh at 0x3bd0fcb20>
-
+
<xarray.plot.facetgrid.FacetGrid at 0x3cd7d5e50>
+<xarray.plot.facetgrid.FacetGrid at 0x3bd0954c0>
-
+
We can save Xarrays in to NetCDF and Zarr files
@@ -5789,8 +5848,8 @@8.14 ms ± 913 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)
--rw-r--r--@ 1 marinedenolle staff 15M Oct 9 08:28 my-example-dataset.nc
+7.51 ms ± 224 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)
+-rw-r--r--@ 1 marinedenolle staff 15M Oct 9 08:37 my-example-dataset.nc
75.3 ms ± 7.62 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)
+72.5 ms ± 3.46 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)
11M ./my-example-dataset.zarr
@@ -5811,6 +5870,72 @@ 2.3 High level computation
+Student exercise#
+
+Retrieve Air Temperature Data:
+
+Use the air temperature data set and extract the time series at the latitude and longitude of Seattle.
+
+Plot the Time Series:
+
+Plot the time series of the air temperature data using matplotlib
.
+
+Fit a Sine Function:
+
+Fit a sine function to the time series data using scipy.optimize.curve_fit
.
+
+
+# Latitude
+
+# Longitude
+
+
+
+
+
+
+# extract the air temperature data at these latitude and longitude
+
+
+
+
+
+
+# extract the time series, print its data type, and convert it to numerical values
+
+
+
+
+
+
+# plot the data with appropriate labels and legends
+
+
+
+
+
+
+# import the curve_fit function from scipy.optimize
+
+
+
+
+
+
+# define a function to take the time series data and fit it to a sinusoidal function
+
+
+
+
+
+
+#
+
+
+
+
+
3. Pytorch Tensors#
@@ -5904,9 +6029,9 @@ 3. Pytorch Tensors
-tensor([[2.0168, 0.4725, 0.9112, 1.8584],
- [1.1684, 0.7613, 0.5473, 1.4839],
- [3.1918, 0.5556, 0.3930, 1.0586]])
+tensor([[2.4915, 0.1245, 0.2396, 0.8067],
+ [0.3635, 0.8414, 2.5714, 0.4193],
+ [0.6511, 2.8949, 0.3503, 3.2227]])
@@ -6030,27 +6155,27 @@ 3. Pytorch Tensors
-99 1218.6649169921875
-199 815.7392578125
-299 547.2844848632812
-399 368.3392333984375
-499 248.99989318847656
-599 169.37100219726562
-699 116.2094497680664
-799 80.69807434082031
-899 56.96248245239258
-999 41.08786392211914
-1099 30.463674545288086
-1199 23.34847640991211
-1299 18.58001708984375
-1399 15.381817817687988
-1499 13.235182762145996
-1599 11.793130874633789
-1699 10.823667526245117
-1799 10.171289443969727
-1899 9.731898307800293
-1999 9.435718536376953
-Result: y = -0.015291267074644566 + 0.8370611071586609 x + 0.0026379977352917194 x^2 + -0.0905311107635498 x^3
+99 1188.59130859375
+199 825.7198486328125
+299 575.0260620117188
+399 401.644775390625
+499 281.6106872558594
+599 198.4269256591797
+699 140.72482299804688
+799 100.66084289550781
+899 72.8179702758789
+999 53.451107025146484
+1099 39.968441009521484
+1199 30.57439422607422
+1299 24.02397918701172
+1399 19.452829360961914
+1499 16.26055145263672
+1599 14.029634475708008
+1699 12.46950912475586
+1799 11.377766609191895
+1899 10.613319396972656
+1999 10.077733993530273
+Result: y = -0.03528181463479996 + 0.844853937625885 x + 0.0060867019928991795 x^2 + -0.09163957834243774 x^3
@@ -6107,13 +6232,12 @@ 5. Choosing the Right Tool for the Task
-6. Hands-On Exercise#
+
+6. Array Conversions#
Task:
-Load a netCDF file containing climate data into Xarray.
-Perform array manipulations such as calculating monthly averages, regridding to a new spatial resolution, and visualizing a time series.
-For advanced users: Convert the Xarray data to a PyTorch tensor and build a simple linear model to predict future climate variables.
+Convert the xarray of air temperature into a 3D numpy and a 3D pytorch array
+systematically print the dimensions
diff --git a/_images/2.5_Arrays_19_1.png b/_images/2.5_Arrays_19_1.png
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diff --git a/_images/2.5_Arrays_29_2.png b/_images/2.5_Arrays_29_2.png
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diff --git a/_images/2.5_Arrays_46_1.png b/_images/2.5_Arrays_49_1.png
similarity index 100%
rename from _images/2.5_Arrays_46_1.png
rename to _images/2.5_Arrays_49_1.png
diff --git a/_images/2.5_Arrays_52_1.png b/_images/2.5_Arrays_55_1.png
similarity index 100%
rename from _images/2.5_Arrays_52_1.png
rename to _images/2.5_Arrays_55_1.png
diff --git a/_images/2.5_Arrays_60_1.png b/_images/2.5_Arrays_63_1.png
similarity index 100%
rename from _images/2.5_Arrays_60_1.png
rename to _images/2.5_Arrays_63_1.png
diff --git a/_sources/Chapter2-DataManipulation/2.5_Arrays.ipynb b/_sources/Chapter2-DataManipulation/2.5_Arrays.ipynb
index 12f29cb..f2df644 100644
--- a/_sources/Chapter2-DataManipulation/2.5_Arrays.ipynb
+++ b/_sources/Chapter2-DataManipulation/2.5_Arrays.ipynb
@@ -416,7 +416,7 @@
},
{
"data": {
- "image/png": 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",
+ "image/png": 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",
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