awesome-agriculture

agriculture toolkit

Curated collection of technologies and tools for supporting agriculture and farming

Open source technology for agriculture, farming, and gardening

GitHub
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last commit: over 1 year ago
Linked from 5 awesome lists

agriculturalagricultureawesomeawesome-listcropfarmfarminggardeninggrowerplantssoilweather

Awesome Agriculture / Automation and Robotics
Ant Robotics development from Ecoterra bot
Acorn Rover precision farming rover, Odrive, Python
Earth Rover Ag AGV ROS1 precision farming rover
EcoTerra Bot Delta & Rover
FarmBot Open source precision gardening project
Fields2Cover 522 2 months ago Robust and efficient coverage paths for autonomous agricultural vehicles
Romi project Europe-funded research project
ROS Agriculture Open Source community focusing on using Robot Operating System to empower farmers with robotics tools
Weedinator Line following weeding robot

Awesome Agriculture / Calculators
farm-calculators 18 over 7 years ago WordPress plugin for calculating various farming and crop related information

Awesome Agriculture / Climate, Environment and Weather
agroclimatology 18 over 7 years ago Ruby client for interacting with the NASA (POWER) Agroclimatology Web Resource
evapotranspiration 14 over 7 years ago Ruby library for calculating reference crop evapotranspiration (ETo)
frostline 151 about 1 year ago A dataset, API, and python parser for USDA plant hardiness zones
GSODR 92 about 2 months ago Global summary daily weather data in R
iem 143 about 2 months ago Code that makes the Iowa Environmental Mesonet run
PyETo 154 over 2 years ago Python package for calculating reference/potential evapotranspiration (ETo)
pyTSEB 138 2 months ago A python two source energy balance model for estimation of evapotranspiration with remote sensing data
soilDB 84 about 2 months ago R library for simplified access to NCSS soil databases

Awesome Agriculture / Crop Modeling, Phenotyping, and Pathology
Open Plant Pathology A community that values open data and computational tools for advancing epidemiology and pathogen population biology and ecology

Awesome Agriculture / Datasets
Growstuff Record keeping & crop database, nice API
CWFID 136 almost 10 years ago Dataset comprising field images, vegetation segmentation masks and crop/weed plant type annotations
TERRA REF 1PB public domain high resolution sensor data from sorghum breeding trials ( with large files available on )

Awesome Agriculture / Data Standardization, Interoperability and APIs
AgGateway’s ADAPT Toolkit Open Source project providing tools to simplify communication between growers, their machines, and their partners
Agstack Open-Source Digital Infrastructure for the Agriculture Ecosystem
agx-ruby 5 over 1 year ago Ruby client for Proagrica's agX platform APIs
API-Code-Samples 9 about 6 years ago Contains aWhere's API platform code samples
ClearAg-API-Examples 1 over 6 years ago A collection of code examples using the ClearAg APIs
JDLinkMachineDataAPI-OAuth2-CSharp-Example 0 3 months ago CSharp JDLink Machine Data API client example
Open Ag Data Alliance OADA is an open project designed to bring interoperability, security, and privacy to agricultural data
MyJohnDeereAPI-OAuth2-Java-Example 2 3 months ago Java MyJohnDeere API client example
MyJohnDeereAPI-OAuth2-NodeJS-Example 3 about 2 months ago Node.js MyJohnDeere API client example
MyJohnDeereAPI-OAuth2-Python-Example 18 8 months ago Python MyJohnDeere API client example
OpenTeam Open Technology Ecosystem for Agricultural Management
SampleData 29 almost 2 years ago Sample datacards, shapefiles, and other files you can use for testing
SencropAPI-JavaScript-Client 3 almost 2 years ago Sencrop API Javascript client implementation. Read and manage Sencrop weather stations

Awesome Agriculture / Farm Management Systems and Record Keeping
AgroSense Free and open source farm management suite built with Java
farmOS 1,007 2 months ago Web-based farm record keeping application built with Drupal and PHP
Ekylibre 424 11 months ago Farm management information system for farmers and small enterprises built with Ruby on Rails and PostgreSQL/PostGIS
Soil Mate 20 almost 4 years ago Helper app designed to assist the collection of soil data
Tania 773 8 months ago Free and open source farming management system for everyone built with Go and Vue.js

Awesome Agriculture / Geospatial and GIS / GIS Resources
Awesome GIS 4,576 4 months ago Awesome GIS is a list collecting abundant GIS related sources

Awesome Agriculture / Geospatial and GIS / GIS Platforms
QGIS QGIS is a free, open source, cross platform (lin/win/mac) geographical information system

Awesome Agriculture / Geospatial and GIS / Shapefiles
pyshp 1,110 3 months ago Reads and writes ESRI Shapefiles in pure Python
rgeo-shapefile 97 4 months ago RGeo Shapefile is an optional module for RGeo for reading geospatial data from ESRI shapefiles in Ruby

Awesome Agriculture / IoT, Hardware
AgOpenGPS 654 about 1 month ago Ag precision mapping and section control software
DRO-Matic 316 about 6 years ago Fully Automated Hydroponic OS for DIY DRO-Matic cabinets - Nutrient dosing, irrigation, topoffs, timers, EC & pH drift fixing
Farm-Data-Relay-System 528 about 2 months ago System using ESP-NOW, LoRa, and other protocols to transport sensor data in remote areas without relying on WiFi
Farm Hack Worldwide community of farmers that build and modify our own tools
Open Agriculture Foundation Open Source ecosystem of technologies that enable and promote transparency, networked experimentation, education, and hyper-local production
OpenMinder 37 over 6 years ago Open Source Rootzone Monitoring, API and open source hat for the RaspberryPi
OpenWeedLocator 354 about 2 months ago Open Source, low-cost, image-based weed detection device for in-crop and fallow scenarios

Awesome Agriculture / Knowledgebases and Learning Resources
Harvest Helper 86 over 1 year ago Provides growing, harvesting and recipe information for the 45 plants in the database as well as a JSON API
OpenFarm 1,578 7 months ago A free and open database for farming and gardening knowledge built with Ruby on Rails

Awesome Agriculture / Machine Learning and AI
AgML 189 about 2 months ago Centralized framework for agricultural machine learning
agridat 122 about 1 month ago R package providing an extensive collection of datasets from agricultural experiments
Crop Yield Prediction 378 over 1 year ago Deep gaussian process for crop yield prediction based on remote sensing data
Deep Learning for Biologists with Keras 105 over 5 years ago Tutorials for deep learning based analysis (mainly) on biological relavent themes
FarmVibes.AI 694 about 2 months ago Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability
PlantCV 671 about 2 months ago Plant phenotyping software using computer vision

Awesome Agriculture / Remote Sensing and Imagery
Awesome Sentinel 545 11 months ago A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites
Raster Vision 2,099 about 2 months ago Deep learning for aerial/satellite imagery
Sen2Agri 115 about 4 years ago Software system processing high resolution satellite images for agricultural purposes
Awesome Vegetation Index 67 almost 2 years ago List of reference, applications of common Vegetation Indices for Multi-spectral, hyper-spectral and UAV images

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