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awesome_crop_models

🌾🌽 Awesome lists about all crop simulation models
https://github.com/EDSEL-skoltech/awesome_crop_models

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  • Crop simulation models

    • DNDC - DNDC (i.e., DeNitrification-DeComposition) is a computer simulation model of carbon and nitrogen biogeochemistry in agro-ecosystems.
    • EPIC - Environmental Policy Integrated Climate (EPIC) Model.
    • CropSyst - CropSyst is a is a user-friendly, conceptually simple but sound multi-year multi-crop daily time step simulation model.
    • AquaCrop - AquaCrop is a crop growth model developed by the Land and Water Division of FAO to address food security and to assess the effect of environment and management on crop production.
    • DSSAT - The Decision Support System for Agrotechnology Transfer (DSSAT).
    • WOFOST - FORTRAN version of the WOrld FOod STudies (WOFOST) crop simulation model.
    • ApsimX - ApsimX is the next generation of APSIM.
    • MONICA - MONICA is a dynamic, process-based simulation model which describes transport and bio-chemical turn-over of carbon, nitrogen and water in agro-ecosystems.
    • Daisy-model - Daisy crop model.
    • AgroTool - AgroTool crop model.
    • LPJmL - The model LPJmL ("Lund-Potsdam-Jena managed Land") is designed to simulate vegetation composition and distribution as well as stocks and land-atmosphere exchange flows of carbon and water, for both natural and agricultural ecosystems.
    • CropSyst - CropSyst is a is a user-friendly, conceptually simple but sound multi-year multi-crop daily time step simulation model.

  • Organizations

    • AgMIP - Agricultural Model Intercomparison and Improvement Project
    • ISRIC - World Soil Information.
    • Quantitative Plant - Website presenting image analysis software tools and models for plants

  • Python

    • PCSE - Python Crop Simulation Environment (PCSE/WOFOST).
    • pyDSSAT - Python Interface for Crop Model DSSAT.
    • AquaCrop - AquaCrop-OSPy: Python implementation of AquaCrop-OS.
    • ProSail - PROSAIL combines the leaf optical properties model PROSPECT with the turbid medium canopy radiative transfer model SAIL.
    • EPIC - Framework to create EPIC input files, run the model and extract outputs.
    • PyAEZ - Python package consisted of many algorithms related to Agro-ecological zoning (AEZ) framework.

  • R

    • AquaCrop - R Tools for crop simulations with Aquacrop V6.
    • DSSAT-R - R Interface for Crop Model DSSAT.
    • Apsim - R package for APSIM-X.
    • epicrop - Simulation Modelling of Crop Diseases Using a Susceptible-Exposed-Infectious-Removed (SEIR) Model.
    • CropWatR - Implementation of FAO 56 (similar to CropWat, but with expanded features) in R.

  • Soil Database

    • SoilGrids - Global spatial predictions of soil properties and classes at 250 m resolution.
Programming Languages
R 6 Python 6 Fortran 2 Jupyter Notebook 1 C 1 Gnuplot 1 C++ 1 C# 1
Categories
Crop simulation models 12 Python 6 R 5 Organizations 3 Soil Database 1
Sub Categories
Keywords
r 2 rstats 2 agriculture-research 1 crop-model 1 crop-simulation-models 1 apsim 1 apsimx 1 cran 1 r-package 1 agricultural-modeling 1 agricultural-modelling 1 agricultural-research 1 botanical-epidemiology 1 crop-protection 1 disease 1 epirice-model 1 model 1 modeling 1 modelling 1 rice 1 rice-diseases 1 seir 1 seir-model 1