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Satellite Crop Type Mapping
This tutorial provides guidance on creating a machine learning model to identify crop types from satellite imagery and other earth observation data. It follows a process refined... -
Radiance Calibrated Nighttime Lights Tutorial
Satellite imagery of nighttime lights provides a unique perspective on the spread of electric lighting across the globe. While these data are often used to track development,... -
Population-Weighted Wealth Mapping
This tutorial will guide the user through the creation of population-weighted wealth maps and statistics for administrative areas of interest. After an explanation of... -
Global Subway Systems Learning Module
Subways are a popular form of public transportation worldwide, given their speed, capacity, and lack of reliance on road infrastructure and conditions. Proponents argue that the... -
Deforestation and Land Cover Learning Module
Vegetation Continuous Fields Datasource for Calculating Deforestation Information about vegetation coverage of the earth's surface - particularly changes in coverage - enables... -
AWS Registry of Open Data
This registry exists to help people discover and share datasets that are available via AWS resources. Learn more about sharing data on AWS. See all usage examples for datasets... -
World Pop
WorldPop was initiated in October 2013 to combine the AfriPop, AsiaPop and AmeriPop population mapping projects. It aims to provide an open access archive of spatial demographic... -
Maps with AI roads
Country exports contain only the AI predicted roads that are missing from OpenStreetMap. Some countries contain only partial data or may be combined with other countries into... -
VIIRS DNB Elvidge composites
The Earth Observations Group (EOG) is producing a version 1 suite of average radiance composite images using nighttime data from the Visible Infrared Imaging Radiometer Suite... -
Humanitarian Data Exchange
The Humanitarian Data Exchange (HDX) is an open platform for sharing data across crises and organisations. Launched in July 2014, the goal of HDX is to make humanitarian data... -
EarthExplorer
Query and order satellite images, aerial photographs, and cartographic products through the U.S. Geological Survey. -
GDELT Project
Supported by Google Jigsaw, the GDELT Project monitors the world's broadcast, print, and web news from nearly every corner of every country in over 100 languages and identifies... -
GADM
GADM wants to map the administrative areas of all countries, at all levels of sub-division. We use a high spatial resolution, and of a extensive set of attributes. This is a... -
Open Topography
OpenTopography facilitates community access to high-resolution, Earth science-oriented, topography data, and related tools and resources. -
NASA Earthdata
NASA's Earth Science Data Systems (ESDS) program oversees the life cycle of NASA’s Earth science data—from acquisition through processing and distribution. The primary goal of... -
SEDAC
SEDAC, the Socioeconomic Data and Applications Center, is one of the Distributed Active Archive Centers (DAACs) in the Earth Observing System Data and Information System... -
World Bank Data Catalog
World Bank Open Data - Free and open access to global development data -
IMF
The International Monetary Fund (IMF) is an organization of 189 countries, working to foster global monetary cooperation, secure financial stability, facilitate international... -
USGS
Created by an act of Congress in 1879, USGS has evolved over the ensuing 125 years, matching its talent and knowledge to the progress of science and technology. USGS is the sole... -
USDA NRCS
The Geospatial Data Gateway (GDG) provides access to a map library of over 100 high resolution vector and raster layers in the Geospatial Data Warehouse. It is the One Stop...