From 4e19b7bc69503cd4e6bd2f4bb913e1585b7413b0 Mon Sep 17 00:00:00 2001 From: VietDucNg <142153769+VietDucNg@users.noreply.github.com> Date: Thu, 13 Jun 2024 11:35:25 +0200 Subject: [PATCH] add project treeBiomassFromAllometry --- .../study_3_treeBiomass-from-allometry.md | 16 ++++++++++++---- .../data_correlation.png | Bin 0 -> 12094 bytes .../data_relationship.png | Bin 0 -> 126552 bytes .../equation_10.png | Bin 0 -> 30847 bytes .../equation_3.png | Bin 0 -> 345594 bytes .../prog3_biomassProgram.png | Bin 0 -> 109574 bytes 6 files changed, 12 insertions(+), 4 deletions(-) create mode 100644 assets/img/proj_treeBiomassFromAllometry/data_correlation.png create mode 100644 assets/img/proj_treeBiomassFromAllometry/data_relationship.png create mode 100644 assets/img/proj_treeBiomassFromAllometry/equation_10.png create mode 100644 assets/img/proj_treeBiomassFromAllometry/equation_3.png create mode 100644 assets/img/proj_treeBiomassFromAllometry/prog3_biomassProgram.png diff --git a/_projects/study_3_treeBiomass-from-allometry.md b/_projects/study_3_treeBiomass-from-allometry.md index 0c20e23..d116d36 100644 --- a/_projects/study_3_treeBiomass-from-allometry.md +++ b/_projects/study_3_treeBiomass-from-allometry.md @@ -9,9 +9,12 @@ related_publications: False redirect: --- -![](/img/proj_overivew.png) +![](/assets/img/proj_treeBiomassFromAllometry/proj_overivew.png) + +
+ +# Python programm: estimating tree biomass using allometry -# treeBiomass-from-allometry A python program was developed, which integrated a comprehensive set of allometric equations for above-ground biomass calculating at a single tree level. The empirical allometric equations using DBH and H as predictors. There are totally 10 equations were integrated into the program, these are most frequently used equations in previous studies. @@ -35,7 +38,7 @@ The equations were compiled from previous studies which research empirical equat # Method The main idea of the program is to use provided information of tree diameter (DBH), tree height (H), and tree biomass (AGB) apply into predefined equations to generate a set of equation parameters that best fit the data. From determined parameters, the biomass value will be predicted. The predicted biomass and the actual biomass then will be compared by visualization and accuracy assessment. -![](/img/prog3_biomassProgram.png) +![](/assets/img/proj_treeBiomassFromAllometry/prog3_biomassProgram.png) The main program is under a *while* loop which only will be executed in case the user input is **1** or **2**. The two options of input according to two options the program offers the users, which are processing the user’s data file or built-in data file, respectively. @@ -59,7 +62,7 @@ After defining data will be used, the next process so-called “descriptive stat Correlation | Relationship :-------------------------:|:-------------------------: -![](/img/data_correlation.png) | ![](/img/data_relationship.png) +![](/assets/img/proj_treeBiomassFromAllometry/data_correlation.png) | ![](/assets/img/proj_treeBiomassFromAllometry/data_relationship.png) ## Allometric equation Tree biomass will be estimated based on equations in previous studies, some of which consider exclusively diameter at breast height or tree height while others based on both parameters. @@ -77,6 +80,11 @@ Tree biomass will be estimated based on equations in previous studies, some of w Where: W- dry biomass, DBH - diameter at breast height, H - height, and a, b, c - model parameters. +equation 3 | equation 10 +:-------------------------:|:-------------------------: +![](/assets/img/proj_treeBiomassFromAllometry/equation_3.png) | ![](/assets/img/proj_treeBiomassFromAllometry/equation_10.png) + + ## Accuracy All models will be fit to data and the following goodness-of-fit measures will be provided for user’s assessment: coefficient of determination (R2), Mean Absolute Error (MAE), Mean Squared Error (MSE), and Root mean squared error (RMSE). diff --git a/assets/img/proj_treeBiomassFromAllometry/data_correlation.png b/assets/img/proj_treeBiomassFromAllometry/data_correlation.png new file mode 100644 index 0000000000000000000000000000000000000000..560a82371ae5941553b81b91979cac725ce18dde GIT binary patch literal 12094 zcmb7q2|SeT7k1lQQ;KOpMKLN%wh*${*dh|yA|!i4WM5lGNV4yu$i8OZy_M{1mdV)4 zzRSMzof+YM>-~M-_y5h0VeV(nbKm!K?sKl|I>+tSP4Od#P9NH}Yu6Ep>mqWycI_eB zwQF}8Vh?;0_w7SEyd8XW{m$cEyNFBiKfC=Ii79sNqTVGTa!uYEH{NM?SKeZMaVl5% 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