crop-modeling
CommunityModel crop growth and yield gaps.
Education & Research#crop modeling#yield gap analysis#woFOST#nasa power api#climate scenarios#agronomy simulation#python pcse
Authorxjtulyc
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Crop growth simulation and yield-gap decomposition are difficult to run consistently because they require combining crop physiology models with gridded weather time series and scenario perturbations.
Core Features & Use Cases
- WOFOST/AquaCrop simulation via PCSE: Runs daily phenology, biomass/LAI development, and water balance to estimate potential and water-limited yields.
- Automatic weather ingestion from NASA POWER: Fetches site-specific daily meteorology and converts it into a PCSE-compatible weather provider for end-to-end runs.
- Yield gap analysis across production levels: Decomposes potential (Yp), water-limited (Yw), and actual/management-limited (Ya) gaps and summarizes exploitation and sensitivities.
- Climate scenario comparison: Applies temperature and precipitation perturbations to compare projected impacts on yields.
Quick Start
Use the crop-modeling skill to simulate WOFOST potential and water-limited production for winter wheat at a chosen latitude/longitude, using NASA POWER weather for a specified sowing-to-harvest window, then compute the yield gap decomposition versus an observed actual yield.
Dependency Matrix
Required Modules
pcsepandasnumpymatplotlibrequests
Components
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: crop-modeling Download link: https://github.com/xjtulyc/awesome-rosetta-skills/archive/main.zip#crop-modeling Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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