LLM-Assisted Extraction of Agronomic and Ecological Experiments into Structured Data
Abhishek Kumar Rai
An LLM-assisted, human-supervised pipeline to extract, interpret, and reconstruct agronomic and ecological experiment data from scientific papers...
Benchmarking and Validation Framework
Ayushman1210
To validate ecological models against new data sources, PEcAn researchers currently bypass the rigid, database-dependent benchmarking module, instead...
Increasing PEcAn Modularity - Refactoring the Trait-Meta-analysis-Configuration Pipeline
Om Kapale
This project aims to refactor the core PEcAn workflow by decoupling heavy computational logic from disk I/O. Currently, data is passed via hidden...
Benchmarking PEcAn Carbon Reanalysis Against TRENDY and CMIP Using ILAMB
Tejas Dahiya
PEcAn's North American carbon reanalysis assimilates satellite and ground observations into SIPNET at 1km resolution, but has never been directly...
