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Data and code from the journal article "Synergistic effects of warming and elevated CO2 intensify drought impacts on grassland carbon and water fluxes"

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DataCite Commons2026-05-05 更新2026-05-07 收录
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https://zenodo.org/doi/10.5281/zenodo.19598089
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This file contains all data and code needed to reproduce the analyses and figures of the article "Synergistic effects of warming and elevated CO2 intensify drought impacts on grassland carbon and water fluxes" (published 2026, Science Advances). CONTENTS OF FOLDER "ClimGrass_FunctionalProperties_DataCode" Scripts included- 1_environmental_overview: aims to provide an overview of environmental data (uses environmental_df to produces Figs. 1 and S1)- 2_flux_overview: aims to provide an overview of ecosystem functional properties (uses fluxes_df to produce Figs. 2, 3, S2, S4 and information for Tables S1-S2, fluxes_treateffs_df to produce Fig. S4, and ET_df to produce Fig S8)- 3_RF_SHAP_analyses: aims to establish drivers of ecosystem functional properties (uses drivers_df to produce Figs. 4 and S5-7)- 4_effect_attribution: aims to attribute treatment effects on ecosystem functional properties to drivers (uses drivers_df to produce Figs. 5 and S9) Datasets included (Subfolder "Datasets")- environmental_df: contains environmental and canopy parameters over two growing seasons- fluxes_df: contains ecosystem functional properties over two growing seasons- fluxes_treateffs_df: similar to fluxes_df, but with drought effects calculated separately in each climate- ET_df: contains evapotranspiration data- drivers_df: contains ecosystem functional properties in wide format, with accompanying environmental and canopy parameters- importances_100bootstraps_df: included to allow users to skip the computationally intensive analysis step in 3_RF_SHAP_analyses- SHAPvalues_100bootstraps_df: included to allow users to skip the computationally intensive analysis step in 3_RF_SHAP_analyses Figures included (Subfolder "Figures")- Fig. 1- Fig. 2- Fig. 3- Fig. 4- Fig. 5- Fig. S1- Fig. S2- Fig. S3- Fig. S4- Fig. S5- Fig. S6- Fig. S7- Fig. S8- Fig. S9: a small fix in the legend which could not be resolved by code was performed externally in the program Inkscape
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Zenodo
创建时间:
2026-05-05
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