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-awesome-agriculture

Open source technology for agriculture, farming, and gardening
https://github.com/eric-erki/-awesome-agriculture

Last synced: 1 day ago
JSON representation

  • Calculators

    • farm-calculators - WordPress plugin for calculating various farming and crop related information.

  • Climate, Environment and Weather

    • agroclimatology - Ruby client for interacting with the NASA (POWER) Agroclimatology Web Resource.
    • bomrang - Australian Government Bureau of Meteorology Data from R.
    • evapotranspiration - Ruby library for calculating reference crop evapotranspiration (ETo).
    • frostline - A dataset, API, and python parser for USDA plant hardiness zones.
    • GSODR - Global summary daily weather data in R.
    • iem - Code that makes the Iowa Environmental Mesonet run.
    • PyETo - Python package for calculating reference/potential evapotranspiration (ETo).
    • pyTSEB - A python two source energy balance model for estimation of evapotranspiration with remote sensing data.
    • soilDB - R library for simplified access to NCSS soil databases.

  • Datasets, Machine Learning and AI

    • agridat - R package providing an extensive collection of datasets from agricultural experiments.
    • Crop Yield Prediction - Deep gaussian process for crop yield prediction based on remote sensing data.
    • CWFID - Dataset comprising field images, vegetation segmentation masks and crop/weed plant type annotations.
    • Deep Learning for Biologists with Keras - Tutorials for deep learning based analysis (mainly) on biological relavent themes.
    • PlantCV - Plant phenotyping using computer vision.

  • Data Standardization, Interoperability and APIs

  • Farm Management Systems and Record Keeping

    • farmOS - Web-based farm record keeping application built with Drupal and PHP.
    • Ekylibre - Farm management information system for farmers and small enterprises built with Ruby on Rails and PostgreSQL/PostGIS.
    • AgroSense - Free and open source farm management suite built with Java.
    • Tania - Free and open source farming management system for everyone built with Go and Vue.js.

  • Geospatial and GIS

    • GIS Resources

      • Awesome GIS - Awesome GIS is a list collecting abundant GIS related sources.

    • Shapefiles

      • pyshp - Reads and writes ESRI Shapefiles in pure Python.
      • rgeo-shapefile - RGeo Shapefile is an optional module for RGeo for reading geospatial data from ESRI shapefiles in Ruby.

  • IoT, Hardware, Automation and Robotics

    • Shapefiles

      • AgOpenGPS - Ag precision mapping and section control software.
      • DRO-Matic - Fully Automated Hydroponic OS for DIY DRO-Matic cabinets - Nutrient dosing, irrigation, topoffs, timers, EC & pH drift fixing.
      • OpenMinder - Open Source Rootzone Monitoring, API and open source hat for the RaspberryPi.
      • FarmBot - Open source precision agriculture CNC farming project.
      • Open Agriculture Foundation - Open Source ecosystem of technologies that enable and promote transparency, networked experimentation, education, and hyper-local production.

  • Knowledgebases and Learning Resources

    • Shapefiles

      • Harvest Helper - Provides growing, harvesting and recipe information for the 45 plants in the database as well as a JSON API.
      • OpenFarm - A free and open database for farming and gardening knowledge built with Ruby on Rails.

  • Remote Sensing and Imagery

    • Shapefiles

      • Awesome Sentinel - A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites.
      • Raster Vision - Deep learning for aerial/satellite imagery.
      • Sen2Agri - Software system processing high resolution satellite images for agricultural purposes.
Programming Languages
Python 8 Ruby 7 R 4 Go 2 JavaScript 2 C# 2 PHP 2 HTML 1 C++ 1 Jupyter Notebook 1
Categories
Data Standardization, Interoperability and APIs 14 Climate, Environment and Weather 9 IoT, Hardware, Automation and Robotics 5 Datasets, Machine Learning and AI 5 Farm Management Systems and Record Keeping 4 Remote Sensing and Imagery 3 Geospatial and GIS 3 License 2 Knowledgebases and Learning Resources 2 Calculators 1
Sub Categories
Shapefiles 14 GIS Resources 1
Keywords
agriculture 11 farming 4 ruby 4 soil 3 plants 3 farm 3 weather 3 rstats 3 r 3 rails 2 classification 2 science 2 geospatial 2 r-package 2 satellite-imagery 2 mapping 2 weather-data 2 agtech 2 evapotranspiration 2 open-source 2 usda 2 irrigation 2 deep-learning 2 kssl 1 nasis 1 nrcs 1 cran 1 source-energy-balance 1 biologists 1 radiometric-temperatures 1 soil-data-access 1 soil-survey 1 soilweb 1 sql 1 weed 1 data 1 segmentation 1 annotations 1 paper 1 mask 1 discrimination 1 crop 1 calculator 1 wordpress-plugin 1 climate 1 nasa 1 solar-radiation 1 australia 1 australia-bureau-of-meteorology 1 bom 1