Track Awesome Agriculture Updates Weekly

Open source technology for agriculture, farming, and gardening

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[ Daily / Weekly / Overview ]

Jul 03 - Jul 09, 2023

Data Standardization, Interoperability and APIs

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

• JDLinkMachineDataAPI-OAuth2-CSharp-Example (⭐0) - CSharp JDLink Machine Data API client example.

• MyJohnDeereAPI-OAuth2-Java-Example (⭐2) - Java MyJohnDeere API client example.

• MyJohnDeereAPI-OAuth2-NodeJS-Example (⭐2) - Node.js MyJohnDeere API client example.

• MyJohnDeereAPI-OAuth2-Python-Example (⭐11) - Python MyJohnDeere API client example.

IoT, Hardware / Shapefiles

• Farm-Data-Relay-System (⭐379) - System using ESP-NOW, LoRa, and other protocols to transport sensor data in remote areas without relying on WiFi.

• OpenWeedLocator (⭐181) - Open Source, low-cost, image-based weed detection device for in-crop and fallow scenarios.

Machine Learning and AI / Shapefiles

• AgML (⭐79) - Centralized framework for agricultural machine learning.

• FarmVibes.AI (⭐504) - Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability.

Sep 12 - Sep 18, 2022

Automation and Robotics

• Fields2Cover (⭐222) - Robust and efficient coverage paths for autonomous agricultural vehicles.

Mar 28 - Apr 03, 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 (⭐96) - R package providing an extensive collection of datasets from agricultural experiments.

• Crop Yield Prediction (⭐305) - Deep gaussian process for crop yield prediction based on remote sensing data.

• Deep Learning for Biologists with Keras (⭐97) - Tutorials for deep learning based analysis (mainly) on biological relavent themes.

• PlantCV (⭐548) - Plant phenotyping software using computer vision.

Feb 21 - Feb 27, 2022

Data Standardization, Interoperability and APIs

• OpenTeam - Open Technology Ecosystem for Agricultural Management

Feb 14 - Feb 20, 2022

Datasets

• Growstuff Record keeping & crop database, nice API

• CWFID (⭐122) - 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)

Jan 25 - Jan 31, 2021

Farm Management Systems and Record Keeping

• Soil Mate (⭐11) - Helper app designed to assist the collection of soil data.

Sep 28 - Oct 04, 2020

Remote Sensing and Imagery / Shapefiles

• Awesome Vegetation Index (⭐44) - List of reference, applications of common Vegetation Indices for Multi-spectral, hyper-spectral and UAV images.

Sep 14 - Sep 20, 2020

IoT, Hardware / Shapefiles

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

Aug 17 - Aug 23, 2020

Calculators

• farm-calculators (⭐15) - WordPress plugin for calculating various farming and crop related information.

Climate, Environment and Weather

• agroclimatology (⭐16) - Ruby client for interacting with the NASA (POWER) Agroclimatology Web Resource.

• evapotranspiration (⭐13) - Ruby library for calculating reference crop evapotranspiration (ETo).

Data Standardization, Interoperability and APIs

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

Jun 03 - Jun 09, 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 13 - May 19, 2019

Data Standardization, Interoperability and APIs

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

Mar 04 - Mar 10, 2019

Climate, Environment and Weather

• frostline (⭐126) - A dataset, API, and python parser for USDA plant hardiness zones.

• GSODR (⭐82) - Global summary daily weather data in R.

• iem (⭐124) - Code that makes the Iowa Environmental Mesonet run.

• PyETo (⭐130) - Python package for calculating reference/potential evapotranspiration (ETo).

• pyTSEB (⭐115) - A python two source energy balance model for estimation of evapotranspiration with remote sensing data.

• soilDB (⭐67) - 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.

• 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.

• SampleData (⭐26) - 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 (⭐632) - Web-based farm record keeping application built with Drupal and PHP.

• Ekylibre (⭐315) - Farm management information system for farmers and small enterprises built with Ruby on Rails and PostgreSQL/PostGIS.

• Tania (⭐653) - Free and open source farming management system for everyone built with Go and Vue.js.

Geospatial and GIS / GIS Resources

• Awesome GIS (⭐3.6k) - 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 (⭐1k) - Reads and writes ESRI Shapefiles in pure Python.

• rgeo-shapefile (⭐95) - RGeo Shapefile is an optional module for RGeo for reading geospatial data from ESRI shapefiles in Ruby.

IoT, Hardware / Shapefiles

• AgOpenGPS (⭐450) - Ag precision mapping and section control software.

• DRO-Matic (⭐215) - Fully Automated Hydroponic OS for DIY DRO-Matic cabinets - Nutrient dosing, irrigation, topoffs, timers, EC & pH drift fixing.

• OpenMinder (⭐30) - Open Source Rootzone Monitoring, API and open source hat for the RaspberryPi.

Knowledgebases and Learning Resources / Shapefiles

• Harvest Helper (⭐77) - Provides growing, harvesting and recipe information for the 45 plants in the database as well as a JSON API.

• OpenFarm (⭐942) - A free and open database for farming and gardening knowledge built with Ruby on Rails.

Remote Sensing and Imagery / Shapefiles

• Awesome Sentinel (⭐492) - A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites.

• Raster Vision (⭐1.9k) - Deep learning for aerial/satellite imagery.

• Sen2Agri (⭐110) - Software system processing high resolution satellite images for agricultural purposes.