Tooling

This GitHub repository serves as a comprehensive collection point for open-source resources dedicated to agriculture. It aims to centralize access to datasets, software tools, and deployment platforms that support open-source agricultural practices and research. The initiative provides a valuable hub for developers, researchers, and practitioners in the agri-tech community.

OpenLayers is a powerful, open-source JavaScript library designed to embed dynamic maps into any web page. It supports displaying map tiles, vector data, and markers from various sources, making it versatile for diverse geographic information needs. Released under the 2-clause BSD License, it provides a free and flexible solution for web mapping development.

s2geometry is a powerful open-source library developed by Google for performing computational geometry and spatial indexing on the surface of a sphere. It provides a robust framework for tasks such as proximity searches, geometric operations, and efficient storage of spherical data.

This platform is designed for managing and analyzing geospatial trajectory data efficiently. Built on top of PostgreSQL and PostGIS, it extends their capabilities to handle complex moving object data, enabling advanced spatiotemporal queries and analysis.

The force framework offers an open-source solution for operational radiometric correction, essential for accurate environmental monitoring. It processes satellite imagery to mitigate atmospheric and sensor effects, ensuring reliable data for analysis. This framework supports consistent, high-quality data generation for long-term environmental assessments and research.

OpenAerialMap is an open collection and database for aerial imagery, fostering collaboration and accessibility. It provides a platform for mappers to store, share, and discover imagery, particularly from UAV efforts. Users can browse, filter, and obtain the imagery they need for various applications, including crisis response.

This website offers an interactive web mapping application displaying the Ecoregions 2017 dataset. Users can navigate and zoom across a global map to visualize and understand the distribution of terrestrial ecoregions. It provides a visual tool for environmental research and conservation efforts.

CDrone introduces the CARLA Drone dataset, expanding camera perspectives for monocular 3D object detection benchmarks. It also develops GroundMix, an effective data augmentation pipeline that significantly boosts detection accuracy. This work aims to encourage progress in 3D detection frameworks.

displaz is an open-source, hackable lidar viewer designed for visualizing point cloud data. Hosted on GitHub, it encourages community contributions for its development and enhancement, providing a flexible platform for geospatial professionals and enthusiasts.

libpostal is a C library that leverages statistical Natural Language Processing (NLP) and open geospatial data to parse and normalize street addresses from around the world. It converts free-form human addresses into clean, machine-comparable formats, serving as a crucial preprocessing step for geocoding applications.

This GitHub repository serves as a central hub for information on the ECOsystem Spaceborne Thermal Radiometer Experiment on Space Station (ECOSTRESS) mission. It provides essential resources and guidance for users to effectively locate, retrieve, and process ECOSTRESS data products for various scientific analyses and applications.

The Alaska Open Data Geoportal is a cooperative project coordinated by the Alaska Geospatial Office, providing access to a wide array of geospatial data and services. These resources are hosted by various public agencies across the state, fostering collaboration and data sharing.

PyTorch Wildlife is an AI platform designed for the AI for Conservation community. It allows users to create, modify, and share powerful AI conservation models, directly loading various models like MegaDetector, DeepFaune, and HerdNet from its expanding model zoo for animal detection and classification. The framework aims to provide a unified and straightforward experience for building and deploying conservation AI.

geodiff is a powerful open-source library designed to compare two geospatial datasets and generate change sets, or 'diffs'. It supports various data formats including GeoPackage files, PostGIS, SQLite, and PostgreSQL databases. The library allows users to apply these generated diffs to update existing datasets, making it an essential tool for managing changes in spatial data.

Protected Planet provides comprehensive and current data on protected areas and OECMs globally. It is updated monthly with submissions from governments, NGOs, landowners, and communities, offering vital information for conservation efforts. The platform showcases global statistics and allows exploration by regional, country, or individual area levels.

async-tiff is an open-source library designed for asynchronously reading TIFF files, specifically catering to geospatial applications. It provides robust capabilities for handling large TIFF datasets efficiently in both Rust and Python environments, making it suitable for modern data processing workflows. This project facilitates the integration of TIFF data into high-performance computing and cloud-native architectures.

The Florida Geographic Data Library (FGDL) offers a centralized collection of geospatial data for the state of Florida. It provides users with access to current and archived data through various catalogs and a dedicated explorer. This resource is maintained by the University of Florida GeoPlan Center, supporting a wide range of GIS applications and research needs within the region.

This website serves as a portal to various web mapping applications developed by The Nature Conservancy (TNC). These tools provide spatial data and analysis capabilities for environmental planning, conservation efforts, and understanding ecological patterns across different regions. Users can explore topics ranging from forest health and carbon sequestration to coastal flood risk and wildlife movement.

The Finnish Meteorological Institute publishes a significant portion of its meteorological and oceanographic datasets as Open Data. This documentation serves as a guide for developers to build applications using weather and oceanographic information through the institute's open data web services.

This geoportal provides comprehensive access to environmental data for Ireland, enabling users to view WebGIS applications, download spatial datasets, and consume Web Mapping Services (WMS). It serves as a central point for discovering and utilizing the Environmental Protection Agency's geospatial information. The platform also offers metadata access and resources to help users learn about the available data.

This open-source application, developed by NASA-IMPACT, provides a tool for visualizing and exploring fire event data. It aims to facilitate understanding and analysis of wildfire occurrences across the United States.

This service provides current, historical, and projected climate data for North America, South America, Europe, and Africa. Users can download interpolated data grids at 1km and 5km resolution or utilize software packages to query specific point locations. The platform also offers numerous derived variables like drought indices and growing degree days.

F´ (F Prime) is an open-source flight software and embedded systems framework created by NASA. It provides a component-based architecture designed for building robust and reusable software applications for spacecraft and other critical embedded systems, facilitating efficient development and deployment.

This website provides free access to the Ordnance Survey New Popular Edition maps, covering Great Britain from the 1940s. It integrates these historic basemaps with modern, crowdsourced UK postcode data, allowing users to view and contribute to a comprehensive geographic dataset. The platform emphasizes open data principles, offering postcode data for download.

HELIOS++ is developed and maintained by the 3DGeo Research Group at Heidelberg University. This C++11-written package provides robust capabilities for simulating various LiDAR operations, making it a valuable resource for researchers and practitioners in geospatial science. It supports detailed simulations of laser scanning surveys, essential for planning and analysis in 3D geographic data acquisition.

This platform provides access to extensive open datasets, digital tools, and interactive maps for exploring New York City's demographics, land use, housing, and economic trends. It serves as a central hub for official geocoding technology and various data explorers to support urban planning and environmental review.

Marxan is a widely used, free, and open-source software suite designed to assist decision-makers in finding optimal solutions for conservation planning problems. It is applicable to various challenges, including reserve design and natural resource management across terrestrial, freshwater, and marine systems. The software helps generate efficient and repeatable solutions to complex environmental issues.

The Copernicus Browser offers a comprehensive platform for exploring and acquiring high-resolution images from the entire suite of Copernicus missions. Users can easily navigate to areas of interest, specify time ranges and data collections, and visualize the resulting data directly within the browser. It supports various visualisations, high-resolution image downloads, timelapse creation, and raw data access for local processing.

This open-source software library provides highly efficient and precise capabilities for performing zonal statistics on raster data. It is designed to extract aggregated information from raster datasets based on defined polygonal zones, offering critical functionality for various geospatial analyses.

GeoServer is an open source server designed for sharing geospatial data. It enables interoperability by publishing data from any major spatial data source using open standards.

GNSS-SDR is an open-source software-defined receiver capable of processing various Global Navigation Satellite System (GNSS) signals. It performs essential functions such as signal detection, synchronization, demodulation, decoding of navigation messages, computation of observables, and ultimately, position fixes. The software supports a wide array of radio frequency front-ends and raw sample file formats, generating outputs in standard formats.

sits is an open-source R/Python package designed for satellite image time series analysis. It enables users to apply machine learning techniques for classifying image time series obtained from Earth observation data cubes, providing a complete workflow.

POI Factory has been a friendly online community since 2006, where users can share and discuss GPS files. The website provides access to over 1,000,000 free POI locations, covering a wide array of categories from retail and dining to outdoor activities and attractions. It serves as a valuable resource for GPS users looking to enhance their navigation with custom datasets.

This platform generates standardized, computer-generated predictions of marine and freshwater species ranges globally. It serves as a resource for exploring aquatic biodiversity and species distribution for research and non-commercial applications.

This API enables users to convert human-readable location text into geographic coordinates (forward geocoding) and transform geographic coordinates into descriptive place names (reverse geocoding). It supports various geographic feature types for granular location searches and contextual information.

SunCalc is an online application providing comprehensive calculations for sun movement and phases. Users can interact with a map to ascertain sunrise, sunset, shadow length, and solar position for any given date and time, including future and past events.