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1 to 10 of 39 Results
gpboost_example.R
15 juil. 2024 - Data and Rscripts for: "Hierarchizing multiscale environmental effects on agricultural pest population dynamics: a case study on the annual onset of Bactrocera dorsalis population growth in Senegalese orchards"
R Syntax - 16,5 KB - MD5: 04313d70dd47569246569fa98331fb20
Code
From one replicate of the dataset, this script presents the main steps in using of GPboost in the article (i.e. tuning the hyperparameters, training the model and prediction).
popfit_t0_estimation.r
15 juil. 2024 - Data and Rscripts for: "Hierarchizing multiscale environmental effects on agricultural pest population dynamics: a case study on the annual onset of Bactrocera dorsalis population growth in Senegalese orchards"
R Syntax - 14,7 KB - MD5: d3225aedcddec994de85fefbb6634bb0
Code
This script was used to estimate the demographic variable t0.
siland_example.R
15 juil. 2024 - Data and Rscripts for: "Hierarchizing multiscale environmental effects on agricultural pest population dynamics: a case study on the annual onset of Bactrocera dorsalis population growth in Senegalese orchards"
R Syntax - 9,1 KB - MD5: de1e48610199323bf1db26158daa99bf
Code
This script allows to estimate the landscape influence on a replicate of t0 estimates of the land use categories from the land use map.
1.1.prepareCHELSAdata.R
23 avr. 2024 - Multi-scale analyses of past climate change and management impacts on desert locust gregarization risk.
R Syntax - 1,9 KB - MD5: 094d618e2ceac95c15c94ecd14f1c89f
1.2.rename CHELSA file.R
23 avr. 2024 - Multi-scale analyses of past climate change and management impacts on desert locust gregarization risk.
R Syntax - 992 B - MD5: 84e2f0a71a6c9da6168bae060bfaa0fd
1.3.modifCHELSAresolution (with mygridref res50 ).R
23 avr. 2024 - Multi-scale analyses of past climate change and management impacts on desert locust gregarization risk.
R Syntax - 1,3 KB - MD5: 39af7a2bd31184d5e0eea60f4c9ef72e
1.creation clcpro_base_recession.R
23 avr. 2024 - Multi-scale analyses of past climate change and management impacts on desert locust gregarization risk.
R Syntax - 4,6 KB - MD5: abcf8c71d75a5f85f95540e8cb8a0a2b
1.Global trend summary (clim + locust + control)-1.R
23 avr. 2024 - Multi-scale analyses of past climate change and management impacts on desert locust gregarization risk.
R Syntax - 11,1 KB - MD5: 0aec00f0dd1c60cbc748b585db795d11
1.Global trend summary (clim + locust + control).R
23 avr. 2024 - Multi-scale analyses of past climate change and management impacts on desert locust gregarization risk.
R Syntax - 11,3 KB - MD5: 1adce79512e69bf262289ae962bb21d4
2.1.cellsMensualMeanClim.R
23 avr. 2024 - Multi-scale analyses of past climate change and management impacts on desert locust gregarization risk.
R Syntax - 2,5 KB - MD5: 59278ee4d553a5b1554ad9394f4ae6a2
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