Earth System Science Data
Earth System Science Data
Earth System Science Data
Articles | Volume 18, issue 7
Articles | Volume 18, issue 7
https://doi.org/10.5194/essd-18-5601-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-18-5601-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 18, issue 7
Data description article
 | 
30 Jul 2026
Data description article |  | 30 Jul 2026

Mapping complex cropping patterns in China (2018–2021) at 10 m resolution: a data-driven framework based on multi-product integration and Google satellite embedding

Xiyu Li and Le Yu

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Short summary
We created detailed maps showing where different crops are grown in China and how planting changes over time. By combining existing maps with information learned from satellite images, we produced nationwide maps at 10 m resolution from 2018 to 2021. The maps agree well with local statistics and clearly reveal shifting crop patterns. These results can support better agricultural planning, farm management, and climate-smart decisions.
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