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6 août 2024 -
TropGene Sugarcane
Plain Text - 283,6 KB -
MD5: 2132ab8ccaa19430a4821fd11cc0d9fe
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6 août 2024 -
TropGene Sugarcane
Plain Text - 351,1 KB -
MD5: d63367b8026142b91ea42fdc4349646c
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6 août 2024 -
TropGene Sugarcane
Plain Text - 1,7 MB -
MD5: 6336ef40fff08b39d0d6c336f52d030d
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6 août 2024 -
TropGene Sugarcane
Plain Text - 1,1 MB -
MD5: 8e7349b22668169db6bbcf5da0507375
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6 août 2024 -
TropGene Sugarcane
Plain Text - 24,9 KB -
MD5: e8af3134786a449b67730966024db802
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6 août 2024 -
TropGene Sugarcane
Plain Text - 89,3 KB -
MD5: ae347944dac31bcbd21a3311c80cc2f4
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Comma Separated Values - 71,3 KB -
MD5: ec74f77b9ce3bea5dcb4a80682528049
t0 estimates (one replicate) associated with the values of the 28 environmental predictors, for each orchard and year. The site of the orchards is also included as it is used as a random effect in the model. |
Comma Separated Values - 12,4 KB -
MD5: 1479b68b3efb3ea6c5a64a520e379ffe
t0 estimates for each orchard and year (one replicate), the orchard site, as well as the orchard coordinates (X and Y columns, coordinates in WGS84/UTM 28N). |
Comma Separated Values - 26,5 MB -
MD5: 5b4fd6d6ef0845f0ddef138b290fff50
The 500 replicates of t0 estimates used in the analyses presented in the article, and the associated lc values estimated with Siland. |
R Syntax - 16,5 KB -
MD5: 04313d70dd47569246569fa98331fb20
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). |