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Awesome Agriculture

Open source technology for agriculture, farming, and gardening

Here you can see meta information about this topic like the time we last updated this page, the original creator of the awesome list and a link to the original GitHub repository.

Last Update: Nov. 26, 2021, 7:05 p.m.

Thank you brycejohnston & contributors
View Topic on GitHub:
brycejohnston/awesome-agriculture

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Calculators

Farm Calculators WordPress Plugin

7
5
4y 7m
GPL-3.0

Climate, Environment and Weather

Ruby client for interacting with the NASA (POWER) Agroclimatology Web Resource

13
2
4y 90d
MIT

Australian government Bureau of Meteorology (BOM) data client for R

94
22
5m
n/a

Ruby library for calculating reference crop evapotranspiration (ETo)

10
4
4y 90d
BSD-3-Clause

A dataset, API, and parser for USDA plant hardiness zones.

108
20
9m
MIT

API Client for Global Surface Summary of the Day ('GSOD') Weather Data Client in R

75
14
45d
n/a

Code that makes the Iowa Environmental Mesonet run, or run into the ground.

94
54
23d
MIT

Python package for calculating reference/potential evapotranspiration (ETo).

90
57
1y 108d
BSD-3-Clause

A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data

78
46
44d
GPL-3.0

soilDB: Simplified Access to NCSS Soil Databases

39
9
23d
n/a

Crop Modeling, Phenotyping, and Pathology

Datasets, Machine Learning and AI

Agricultural datasets

73
28
36d
n/a

Crop Yield Prediction with Deep Learning

242
171
9m
n/a

Crop/Weed Field Image Dataset

109
41
6y 7m
n/a

tutorials made for biologists to learn deep learning

81
25
2y 6m
n/a

Plant phenotyping with image analysis

409
194
23d
MIT

Data Standardization, Interoperability and APIs

Example Agworld Ruby client library that is compliant with specification defined by jsonapi.org

4
0
5y 95d
n/a

Ruby client for Proagrica's agX Platform APIs

5
3
1y 4m
MIT

Get jumpstarted with aWhere's API platforms using these code samples. More languages and samples will be coming, feel free to fork and contribute!

9
18
2y 10m
MIT

A collection of code examples using the ClearAg APIs

1
0
3y 42d
n/a

Sample datacards, shapefiles, and other files you can use for testing

22
3
1y 6m
MIT

The Sencrop JavaScript API client

3
1
9m
n/a

Farm Management Systems and Record Keeping

farmOS: A web-based farm record keeping application.

452
141
24d
n/a

Open source Farm management Information System (FMIS)- Connecting farms to the world

261
116
43d
AGPL-3.0

The soil mate app provides a simple and convenient way to collect soil data at sample locations in the field. The Soil Mate app is targeted across multiple industries, including agriculture, environmental science, geology, and mining. The current version of the app collects soil texture data.

5
0
7m
GPL-3.0

Tania is a farm management software to help farmers manage their farm operations.

490
124
28d
Apache-2.0

GIS Resources

๐Ÿ˜ŽAwesome GIS is a collection of geospatial related sources, including cartographic tools, geoanalysis tools, developer tools, data, conference & communities, news, massive open online course, some amazing map sites, and more.

2.5K
509
25d
MIT

GIS Platforms

Shapefiles

This library reads and writes ESRI Shapefiles in pure Python.

879
235
87d
MIT

RGeo component for reading ESRI shapefiles

90
30
8m
n/a

IoT, Hardware, Automation and Robotics

Ag Precision Mapping, Section Control and Guidance Software

253
159
23d
n/a

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

172
60
2y 11m
n/a

Open Source Rootzone Monitoring

23
2
3y 5m
n/a

Knowledgebases and Learning Resources

Provides growing, harvesting and recipe information for the 45 plants in the database as well as a json api so that people can hopefully use this data to build other apps.

58
16
61d
MIT

A free and open database for farming and gardening knowledge. You can grow anything!

835
197
61d
MIT

Remote Sensing and Imagery

curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data

387
56
99d
CC-BY-4.0

An open source framework for deep learning on satellite and aerial imagery.

1.4K
302
26d
n/a

Sentinel-2 for Agriculture (Sen2Agri) is a software system processing high resolution satellite images for agricultural purposes funded by ESA (European Space Agency). Please register on the Sen2Agri webpage for Sen2Agri system updates and information.

89
37
1y 4d
n/a

A curated list of the best Vegetation Index papers by category

23
2
6m
n/a