Supplementary Datasets S1 and S2 for the paper “Spatio-temporal downscaling of gridded crop model yield estimates based on machine learning”

15490 21 85309 2 239534 document 85309 Dataset_S2.zip application/zip 21c610c29089b9d9049d9820b6d53214 MD5 8885 2018-10-02 08:18:02 https://pure.iiasa.ac.at/id/eprint/15490/1/Dataset_S2.zip 15490 1 1 application/zip archive en public cc_by_nc_4

Dataset_S2.zip

published 85310 2 239527 document 85310 Dataset_S1.zip application/zip 4d3a3739d888daaecd1188cdb1b0192a MD5 1318832766 2018-10-02 06:23:24 https://pure.iiasa.ac.at/id/eprint/15490/2/Dataset_S1.zip 15490 2 2 application/zip archive en public cc_by_nc_4

Dataset_S1.zip

published archive 353 disk0/00/01/54/90 2018-10-02 07:48:54 2021-08-27 17:30:48 2018-10-02 07:48:54 dataset show 1 Folberth C. 2033 0000-0002-6738-5238 Baklanov A. 2067 0000-0003-1599-3618 Balkovic J. 1977 0000-0003-2955-4931 Skalsky R. 1986 0000-0002-0983-6897 Khabarov N. 1850 0000-0001-5372-4668 Obersteiner M. 7255 0000-0001-6981-2769 Supplementary Datasets S1 and S2 for the paper “Spatio-temporal downscaling of gridded crop model yield estimates based on machine learning” pub prog_esm These supplementary datasets provide data and code for reproducing key results in the corresponding paper published in Agricultural and Forest Meteorology. Dataset S1 provides training data and covariates as data frames in binary R format. Dataset S2 provides R scripts for training random forests and extreme gradient boosting models to predict maize yields. The paper should be cited if the code is used. If data are used, the original databases for soil, climate, topography, and management need to be cited as well as referenced in the paper. 2018-10 published Dataset, program script 92 22 23 287 151 219 public http://pure.iiasa.ac.at/id/eprint/15505/ publ Effects of phosphorus limitations on Life, Earth system and Society (IMBALANCE-P, FP7 610028) FALSE yes info:eu-repo/grantAgreement/EC/FP7/610028/EU/Effects of phosphorus limitations on Life, Earth system and Society/IMBALANCE-P info:eu-repo/semantics/other info:eu-repo/semantics/openAccess