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ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
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IIASA PURE
Dataset . 2025
Data sources: IIASA PURE
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
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Sample data for training EPIC-IIASA global gridded crop model emulators

Authors: Folberth, C.; Baklanov, A.; Khabarov, N.; Oberleitner, T.; Balkovič, J.; Skalský, R.;

Sample data for training EPIC-IIASA global gridded crop model emulators

Abstract

This repository provides intermediary and output data required to reproduce the study Folberth et al. (submitted) "CROMES v1.0: A flexible CROp Model Emulator Suite for climate impact assessment". Associated code is provided in a separate repository at https://doi.org/10.5281/zenodo.14901127. Raw data can be obtained from the references. The below folder structure shows how the project should be orgainzed to match the code repository. Herein, we provide separate zipped folders for the lowest level, e.g., processed, auxiliary. project_name/ ### Main folder, by default labelled cromes in the associated code repository+-- data/ ## All input and auxiliary data¦ +-- raw/ # Immutable raw data. Not included here but referenced in the publication¦ +-- processed/ # Cleaned and processed data. I.e., explanatory and target features for¦ +-- auxiliary/ # Data required for evaluations and visualization¦ +-- temp/ # Temporary storage of train/predict-ready feature files+-- src/ ## All code required for training and evaluating emulators¦ +-- features/ # Feature engineering scripts (included in separate repository)¦ +-- models/ # Model training and evaluation scripts (included in separate repository)¦ +-- visualization/ # Scripts for generating visualizations (included in separate repository)+-- output/ ## Target folder for all outputs, here pre-populated +-- models/ # Emulator model files +-- feature_importance # Feature importances for pre-trained emulator models +-- figures/ # Generated plots and figures (selected plots from the publication) +-- tables/ # Generated tables (performance metrics, etc.) +-- predictions/ # Generated crop yield predictions +-- evals/ # Evaluations

Country
Austria
  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average