07 - DSM.zip
07 - DSM
code
DSM - Evaluation-Predictions.R
19.3 kB
DSM - Models.R
14.4 kB
DSM - Preparation.R
29.0 kB
DSM - Visualisation.R
48.3 kB
Landsat_8_code.txt
3.2 kB
MODIS_code.txt
3.3 kB
Sentinel_2_code.txt
3.9 kB
data
Covariates_names_DSM.txt
2.7 kB
Infos_0_10_soil.csv
19.3 kB
Infos_10_30_soil.csv
17.7 kB
Infos_30_50_soil.csv
17.1 kB
Infos_50_70_soil.csv
15.5 kB
Infos_70_100_soil.csv
14.6 kB
df_0_10_cov_DSM.csv
169.1 kB
df_10_30_cov_DSM.csv
155.2 kB
df_30_50_cov_DSM.csv
149.6 kB
df_50_70_cov_DSM.csv
135.8 kB
df_70_100_cov_DSM.csv
127.5 kB
model_selected_0_10.csv
8.4 kB
model_selected_10_30.csv
6.5 kB
model_selected_30_50.csv
6.5 kB
model_selected_50_70.csv
6.5 kB
model_selected_70_100.csv
6.5 kB
export
Prediction_DSM
0_10
DSM_CaCO3_from_QRF_for_0_10_soil.tif
11.0 MB
DSM_Clay_for_0_10_soil.tif
30.0 MB
DSM_Corg_from_Cubist_for_0_10_soil.tif
31.8 MB
DSM_Ct_from_QRF_for_0_10_soil.tif
10.8 MB
DSM_EC_from_SVM_for_0_10_soil.tif
28.9 MB
DSM_MWD_from_Knn_for_0_10_soil.tif
20.3 MB
DSM_Nt_from_QRF_for_0_10_soil.tif
10.0 MB
DSM_Sand_for_0_10_soil.tif
30.9 MB
DSM_Silt_for_0_10_soil.tif
29.8 MB
DSM_alr.Sand_from_QRF_for_0_10_soil.tif
10.1 MB
DSM_alr.Silt_from_Ensemble_for_0_10_soil.tif
30.1 MB
DSM_pH_from_QRF_for_0_10_soil.tif
9.2 MB
10_30
DSM_CaCO3_from_Ensemble_for_10_30_soil.tif
30.3 MB
DSM_Clay_for_10_30_soil.tif
30.1 MB
DSM_Corg_from_QRF_for_10_30_soil.tif
8.4 MB
DSM_Ct_from_QRF_for_10_30_soil.tif
10.4 MB
DSM_EC_from_Cubist_for_10_30_soil.tif
30.5 MB
DSM_MWD_from_Cubist_for_10_30_soil.tif
30.8 MB
DSM_Nt_from_QRF_for_10_30_soil.tif
10.0 MB
DSM_Sand_for_10_30_soil.tif
31.2 MB
DSM_Silt_for_10_30_soil.tif
29.8 MB
DSM_alr.Sand_from_QRF_for_10_30_soil.tif
10.2 MB
DSM_alr.Silt_from_Ensemble_for_10_30_soil.tif
32.0 MB
DSM_pH_from_QRF_for_10_30_soil.tif
9.7 MB
30_50
DSM_CaCO3_from_QRF_for_30_50_soil.tif
10.5 MB
DSM_Clay_for_30_50_soil.tif
29.6 MB
DSM_Corg_from_QRF_for_30_50_soil.tif
5.1 MB
DSM_Ct_from_Ensemble_for_30_50_soil.tif
29.6 MB
DSM_EC_from_QRF_for_30_50_soil.tif
10.4 MB
DSM_MWD_from_QRF_for_30_50_soil.tif
9.2 MB
DSM_Nt_from_Knn_for_30_50_soil.tif
14.1 MB
DSM_Sand_for_30_50_soil.tif
30.6 MB
DSM_Silt_for_30_50_soil.tif
29.5 MB
DSM_alr.Sand_from_QRF_for_30_50_soil.tif
9.6 MB
DSM_alr.Silt_from_QRF_for_30_50_soil.tif
11.2 MB
DSM_pH_from_QRF_for_30_50_soil.tif
9.4 MB
50_70
DSM_CaCO3_from_SVM_for_50_70_soil.tif
31.4 MB
DSM_Clay_for_50_70_soil.tif
26.8 MB
DSM_Corg_from_Cubist_for_50_70_soil.tif
22.3 MB
DSM_Ct_from_QRF_for_50_70_soil.tif
9.9 MB
DSM_EC_from_Cubist_for_50_70_soil.tif
30.6 MB
DSM_MWD_from_CART_for_50_70_soil.tif
1.6 MB
DSM_Nt_from_QRF_for_50_70_soil.tif
6.7 MB
DSM_Sand_for_50_70_soil.tif
27.1 MB
DSM_Silt_for_50_70_soil.tif
26.5 MB
DSM_alr.Sand_from_CART_for_50_70_soil.tif
2.5 MB
DSM_alr.Silt_from_QRF_for_50_70_soil.tif
9.5 MB
DSM_pH_from_QRF_for_50_70_soil.tif
8.0 MB
70_100
DSM_CaCO3_from_Ensemble_for_70_100_soil.tif
30.2 MB
DSM_Clay_for_70_100_soil.tif
31.2 MB
DSM_Corg_from_Ensemble_for_70_100_soil.tif
22.5 MB
DSM_Ct_from_CART_for_70_100_soil.tif
1.3 MB
DSM_EC_from_CART_for_70_100_soil.tif
1.8 MB
DSM_MWD_from_QRF_for_70_100_soil.tif
8.4 MB
DSM_Nt_from_Ensemble_for_70_100_soil.tif
20.5 MB
DSM_Sand_for_70_100_soil.tif
32.6 MB
DSM_Silt_for_70_100_soil.tif
30.7 MB
DSM_alr.Sand_from_Cubist_for_70_100_soil.tif
34.0 MB
DSM_alr.Silt_from_QRF_for_70_100_soil.tif
9.4 MB
DSM_pH_from_Knn_for_70_100_soil.tif
15.0 MB
models
Final_models_selected.txt
436 Bytes
Linear_regression_of_best_models_for_0_10_soil.pdf
19.8 kB
Linear_regression_of_best_models_for_10_30_soil.pdf
17.6 kB
Linear_regression_of_best_models_for_30_50_soil.pdf
17.4 kB
Linear_regression_of_best_models_for_50_70_soil.pdf
16.5 kB
Linear_regression_of_best_models_for_70_100_soil.pdf
15.3 kB
Models_metrics_for_0_10_soil.csv
4.3 kB
Models_metrics_for_10_30_soil.csv
6.1 kB
Models_metrics_for_30_50_soil.csv
6.0 kB
Models_metrics_for_50_70_soil.csv
6.3 kB
Models_metrics_for_70_100_soil.csv
6.2 kB
save
Models_0_10_DSM.RData
14.4 MB
Models_10_30_DSM.RData
13.3 MB
Models_30_50_DSM.RData
12.8 MB
Models_50_70_DSM.RData
11.6 MB
Models_70_100_DSM.RData
10.9 MB
Pre_process.RData
232.5 kB
Selected_cov_0_10.RData
34.3 MB
Selected_cov_10_30.RData
31.6 MB
Selected_cov_30_50.RData
30.8 MB
Selected_cov_50_70.RData
28.1 MB
Selected_cov_70_100.RData
26.7 MB
uncertainty
0_10
Uncertainty_QRF_CaCO3_for_0_10_soil.tif
24.1 MB
Uncertainty_QRF_Corg_for_0_10_soil.tif
21.4 MB
Uncertainty_QRF_Ct_for_0_10_soil.tif
26.3 MB
Uncertainty_QRF_EC_for_0_10_soil.tif
20.1 MB
Uncertainty_QRF_MWD_for_0_10_soil.tif
20.1 MB
Uncertainty_QRF_Nt_for_0_10_soil.tif
23.3 MB
Uncertainty_QRF_alr.Sand_for_0_10_soil.tif
23.3 MB
Uncertainty_QRF_alr.Silt_for_0_10_soil.tif
23.5 MB
Uncertainty_QRF_pH_for_0_10_soil.tif
19.8 MB
10_30
Uncertainty_QRF_CaCO3_for_10_30_soil.tif
24.1 MB
Uncertainty_QRF_Corg_for_10_30_soil.tif
20.3 MB
Uncertainty_QRF_Ct_for_10_30_soil.tif
23.7 MB
Uncertainty_QRF_EC_for_10_30_soil.tif
23.3 MB
Uncertainty_QRF_MWD_for_10_30_soil.tif
18.6 MB
Uncertainty_QRF_Nt_for_10_30_soil.tif
22.8 MB
Uncertainty_QRF_alr.Sand_for_10_30_soil.tif
25.1 MB
Uncertainty_QRF_alr.Silt_for_10_30_soil.tif
26.7 MB
Uncertainty_QRF_pH_for_10_30_soil.tif
22.4 MB
30_50
Uncertainty_QRF_CaCO3_for_30_50_soil.tif
24.4 MB
Uncertainty_QRF_Corg_for_30_50_soil.tif
14.7 MB
Uncertainty_QRF_Ct_for_30_50_soil.tif
22.1 MB
Uncertainty_QRF_EC_for_30_50_soil.tif
23.5 MB
Uncertainty_QRF_MWD_for_30_50_soil.tif
22.6 MB
Uncertainty_QRF_Nt_for_30_50_soil.tif
15.7 MB
Uncertainty_QRF_alr.Sand_for_30_50_soil.tif
23.0 MB
Uncertainty_QRF_alr.Silt_for_30_50_soil.tif
27.9 MB
Uncertainty_QRF_pH_for_30_50_soil.tif
22.2 MB
50_70
Uncertainty_QRF_CaCO3_for_50_70_soil.tif
22.2 MB
Uncertainty_QRF_Corg_for_50_70_soil.tif
17.4 MB
Uncertainty_QRF_Ct_for_50_70_soil.tif
22.3 MB
Uncertainty_QRF_EC_for_50_70_soil.tif
20.9 MB
Uncertainty_QRF_MWD_for_50_70_soil.tif
21.9 MB
Uncertainty_QRF_Nt_for_50_70_soil.tif
14.2 MB
Uncertainty_QRF_alr.Sand_for_50_70_soil.tif
21.3 MB
Uncertainty_QRF_alr.Silt_for_50_70_soil.tif
20.8 MB
Uncertainty_QRF_pH_for_50_70_soil.tif
18.6 MB
70_100
Uncertainty_QRF_CaCO3_for_70_100_soil.tif
24.1 MB
Uncertainty_QRF_Corg_for_70_100_soil.tif
12.1 MB
Uncertainty_QRF_Ct_for_70_100_soil.tif
23.0 MB
Uncertainty_QRF_EC_for_70_100_soil.tif
19.1 MB
Uncertainty_QRF_MWD_for_70_100_soil.tif
20.6 MB
Uncertainty_QRF_Nt_for_70_100_soil.tif
16.4 MB
Uncertainty_QRF_alr.Sand_for_70_100_soil.tif
24.9 MB
Uncertainty_QRF_alr.Silt_for_70_100_soil.tif
22.3 MB
Uncertainty_QRF_pH_for_70_100_soil.tif
19.5 MB