PEcAn Project

Projects by year

4 acceptedShow

LLM-Assisted Extraction of Agronomic and Ecological Experiments into Structured Data
Accepted project · by Abhishek Kumar Rai
Archive
An LLM-assisted, human-supervised pipeline to extract, interpret, and reconstruct agronomic and ecological experiment data from scientific papers...
Benchmarking and Validation Framework
Accepted project · by Ayushman1210
Archive
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
Accepted project · by Om Kapale
Archive
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
Accepted project · by Tejas Dahiya
Archive
PEcAn's North American carbon reanalysis assimilates satellite and ground observations into SIPNET at 1km resolution, but has never been directly...

3 acceptedShow

Development of Data Preparation Workflows for Ensemble-Based Modeling
Accepted project · by Akash B V
Archive Code
This project focuses on developing modular data preparation workflows within the PEcAn ecosystem to support ecological modeling.It targets the...
Development of Notebook-based PEcAn Workflows
Accepted project · by Aritra Dey
Archive Code
This project aims to develop Quarto notebooks as an accessible yet flexible interface for running PEcAn workflows, bridging the gap between the...
Database and data improvements
Accepted project · by Harsh Agrawal70
Archive Code
This project aims to decouple PEcAn’s dependency on BETYdb—a centralised PostgreSQL database used for storing trait data, yield data, and provenance...