Artificial Intelligence Group (AIN), Wageningen University and Research
- 68 followers
- Netherlands
- ioannis.athanasiadis@wur.nl
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AgML-CY-Bench
AgML-CY-Bench PublicCY-Bench (Crop Yield Benchmark) is a comprehensive dataset and benchmark to forecast crop yields at subnational level. CY-Bench standardizes selection, processing and spatio-temporal harmonization …
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MLforCropYieldForecasting
MLforCropYieldForecasting PublicImplementation of Machine learning baseline for large-scale crop yield forecasting
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Repositories
- sinn Public
- M3 Public
- AgML-CY-Bench-Modeling Public
Modeling and evaluation code for benchmarking AI crop yield forecasting on CY-Bench (paper companion). Results: https://wur-ai.github.io/AgML-CY-Bench-dashboard/
- AgML-CY-Bench Public
CY-Bench (Crop Yield Benchmark) is a comprehensive dataset and benchmark to forecast crop yields at subnational level. CY-Bench standardizes selection, processing and spatio-temporal harmonization of public subnational yield statistics with relevant predictors. Contributors include agronomers, climate scientists and machine learning researchers.
- PCSE-Gym Public
CropGym is a highly configurable Python gymnasium environment to conduct Reinforcement Learning (RL) research for crop management. CropGym is built around PCSE, a well established python library that includes implementations of a variety of crop simulation models
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