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Open source technology for agriculture, farming, and gardening

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[ Daily / Weekly / Overview ]

Sep 13, 2022

Automation and Robotics

• Fields2Cover (⭐49) - Robust and efficient coverage paths for autonomous agricultural vehicles.

Mar 30, 2022

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.

• 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

Machine Learning and AI / Shapefiles

• agridat (⭐85) - R package providing an extensive collection of datasets from agricultural experiments.

• Crop Yield Prediction (⭐277) - Deep gaussian process for crop yield prediction based on remote sensing data.

• Deep Learning for Biologists with Keras (⭐93) - Tutorials for deep learning based analysis (mainly) on biological relavent themes.

• PlantCV (⭐484) - Plant phenotyping software using computer vision.

Feb 22, 2022

Data Standardization, Interoperability and APIs

• OpenTeam - Open Technology Ecosystem for Agricultural Management

Feb 19, 2022

Datasets,

• Growstuff Record keeping & crop database, nice API

• CWFID (⭐120) - 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 (data publication with large files available on globus.org at ncsa#terra-public)

May 11, 2021

Data Standardization, Interoperability and APIs

• Agstack - Open-Source Digital Infrastructure for the Agriculture Ecosystem

Jan 29, 2021

Farm Management Systems and Record Keeping

• Soil Mate (⭐8) - Helper app designed to assist the collection of soil data.

Sep 22, 2020

Remote Sensing and Imagery / Shapefiles

• Awesome Vegetation Index (⭐29) - List of reference, applications of common Vegetation Indices for Multi-spectral, hyper-spectral and UAV images.

Sep 09, 2020

IoT, Hardware / Shapefiles

• Farm Hack - Worldwide community of farmers that build and modify our own tools.

Aug 11, 2020

Calculators

• farm-calculators (⭐12) - WordPress plugin for calculating various farming and crop related information.

Climate, Environment and Weather

• agroclimatology (⭐15) - Ruby client for interacting with the NASA (POWER) Agroclimatology Web Resource.

• evapotranspiration (⭐11) - Ruby library for calculating reference crop evapotranspiration (ETo).

Data Standardization, Interoperability and APIs

• agx-ruby (⭐5) - Ruby client for Proagrica's agX platform APIs.

May 31, 2019

IoT, Hardware / Shapefiles

• Open Agriculture Foundation - Open Source ecosystem of technologies that enable and promote transparency, networked experimentation, education, and hyper-local production.

May 10, 2019

Data Standardization, Interoperability and APIs

• SencropAPI-JavaScript-Client (⭐3) - Sencrop API Javascript client implementation. Read and manage Sencrop weather stations.

Feb 26, 2019

Climate, Environment and Weather

• bomrang (⭐101) - Australian Government Bureau of Meteorology Data from R.

• frostline (⭐115) - A dataset, API, and python parser for USDA plant hardiness zones.

• GSODR (⭐80) - Global summary daily weather data in R.

• iem (⭐109) - Code that makes the Iowa Environmental Mesonet run.

• PyETo (⭐114) - Python package for calculating reference/potential evapotranspiration (ETo).

• pyTSEB (⭐96) - A python two source energy balance model for estimation of evapotranspiration with remote sensing data.

• soilDB (⭐60) - R library for simplified access to NCSS soil databases.

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.

Data Standardization, Interoperability and APIs

• AgGateway’s ADAPT Toolkit - Open Source project providing tools to simplify communication between growers, their machines, and their partners.

• agworld_api_client (⭐4) - Example Agworld API Ruby client library that is compliant with specification defined by jsonapi.org.

• API-Code-Samples (⭐9) - Contains aWhere's API platform code samples.

• ClearAg-API-Examples (⭐0) - A collection of code examples using the ClearAg APIs.

• Open Ag Data Alliance - OADA is an open project designed to bring interoperability, security, and privacy to agricultural data.

• MyJohnDeereAPI-OAuth-CS-Client - C Sharp MyJohnDeere API client implementation.

• MyJohnDeereAPI-OAuth-Java-Client - Java MyJohnDeere API client implementation.

• MyJohnDeereAPI-OAuth-NodeJS-Client - Node.js MyJohnDeere API client implementation.

• MyJohnDeereAPI-OAuth-PHP-Client - PHP MyJohnDeere API client implementation.

• MyJohnDeereAPI-OAuth-Python-Client - Python MyJohnDeere API client implementation.

• MyJohnDeereAPI-OAuth-Python3-Client - Python3 MyJohnDeere API client implementation.

• MyJohnDeereAPI-OAuth-Ruby-Client - Ruby MyJohnDeere API client implementation.

• SampleData (⭐25) - Sample datacards, shapefiles, and other files you can use for testing.

Farm Management Systems and Record Keeping

• AgroSense - Free and open source farm management suite built with Java.

• farmOS (⭐550) - Web-based farm record keeping application built with Drupal and PHP.

• Ekylibre (⭐294) - Farm management information system for farmers and small enterprises built with Ruby on Rails and PostgreSQL/PostGIS.

• Tania (⭐586) - Free and open source farming management system for everyone built with Go and Vue.js.

Geospatial and GIS / GIS Resources

• Awesome GIS (⭐3.1k) - Awesome GIS is a list collecting abundant GIS related sources.

Geospatial and GIS / GIS Platforms

• QGIS - QGIS is a free, open source, cross platform (lin/win/mac) geographical information system.

Geospatial and GIS / Shapefiles

• pyshp (⭐974) - Reads and writes ESRI Shapefiles in pure Python.

• rgeo-shapefile (⭐92) - RGeo Shapefile is an optional module for RGeo for reading geospatial data from ESRI shapefiles in Ruby.

IoT, Hardware / Shapefiles

• AgOpenGPS (⭐369) - Ag precision mapping and section control software.

• DRO-Matic (⭐202) - Fully Automated Hydroponic OS for DIY DRO-Matic cabinets - Nutrient dosing, irrigation, topoffs, timers, EC & pH drift fixing.

• OpenMinder (⭐26) - Open Source Rootzone Monitoring, API and open source hat for the RaspberryPi.

Knowledgebases and Learning Resources / Shapefiles

• Harvest Helper (⭐68) - Provides growing, harvesting and recipe information for the 45 plants in the database as well as a JSON API.

• OpenFarm (⭐900) - A free and open database for farming and gardening knowledge built with Ruby on Rails.

Remote Sensing and Imagery / Shapefiles

• Awesome Sentinel (⭐438) - A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites.

• Raster Vision (⭐1.7k) - Deep learning for aerial/satellite imagery.

• Sen2Agri (⭐103) - Software system processing high resolution satellite images for agricultural purposes.