# A flexible and efficient knowledge-guided machine learning data assimilation (KGML-DA) framework for agroecosystem prediction in the US Midwest

> Research article (Remote Sensing of Environment, 2023) · cited 42× · AI/ML

**Wikidata**: [openalex:W4387936386](https://www.wikidata.org/wiki/openalex:W4387936386)  
**Source**: https://4ort.xyz/entity/a-flexible-and-efficient-knowledge-guided-machine-learning-data-assimilation-kgml-da-framework-for-agroecosystem-predict