Free GIS Data: 50 Best Sources to Download Geospatial Data (2026)

Free GIS Data: 50 Best Sources to Download Geospatial Data (2026)

Last reviewed: October 22, 2026.

Whether you are a student, a researcher or a GIS professional, finding free GIS data you can trust is harder than it looks. Portals move, services shut down, and “free” sometimes hides a registration form or a licence condition. This guide brings together the 50 best free GIS data sources to download geospatial data, from free satellite imagery and elevation data (DEM and lidar) to OpenStreetMap data, climate data, shapefile downloads and administrative boundaries.

Most of these sources deliver open GIS data in formats such as shapefile, GeoTIFF, NetCDF and PBF that load straight into QGIS, ArcGIS and other GIS software. Entries were reviewed in October 2026 for current access, registration and licence conditions, so you can pick the right free GIS data download without wasting time on dead links. Use the comparison table to jump straight to the source you need.

Table of contents

  1. Quick comparison table
  2. Base maps, boundaries and administrative areas (sources 1–6)
  3. OpenStreetMap and open map data (sources 7–13)
  4. Satellite and aerial imagery (sources 14–22)
  5. Elevation and bathymetry (sources 23–26)
  6. Land cover, forests, water and soil (sources 27–32)
  7. Climate, weather and energy (sources 33–38)
  8. People, biodiversity and environment (sources 39–46)
  9. Agriculture and open data portals (sources 47–50)
  10. Choosing the right source
  11. A quick guide to file formats
  12. Licences, citation and data quality

Quick comparison

#SourceBest forTypical dataRegistration
1Natural EarthWorld and continent mapsVector, rasterNo
2DIVA-GISQuick country-level starter dataShapefile, gridNo
3GADMDetailed admin boundaries (non-commercial)VectorNo
4geoBoundariesOpen boundaries, commercial use allowedVectorNo
5Eurostat GISCOEU and NUTS boundariesVectorNo
6INSPIRE GeoportalEuropean national datasetsMixedVaries by country
7OpenStreetMapLocal detail: roads, buildings, servicesVectorNo
8GeofabrikOSM extracts by country or regionPBF, shapefileNo
9Overpass TurboCustom OSM queries and exportsVector (GeoJSON)No
10Overture MapsGlobal buildings, places, transportationGeoParquetNo
11Google Open BuildingsBuilding footprintsVectorNo
12OpenAddressesAddress pointsVector, CSVVaries by source
13GeoNamesPlace names with coordinatesTablesNo
14USGS EarthExplorerLandsat, MODIS, DEMs, lidarRasterFree account
15Copernicus Data Space EcosystemSentinel satellite imageryRasterFree account
16NASA EarthdataNASA Earth science dataRaster, gridded dataFree account
17ASF Data Search (Vertex)Radar (SAR) imageryRasterFree account
18NASA WorldviewDaily imagery and quick visual checksImage layersNo
19OpenAerialMapDrone and aerial imageryRasterNo
20Google Earth EngineCloud analysis of imagery and climate dataRaster, vectorFree account (billing on file)
21Microsoft Planetary ComputerCloud-optimized imagery via STACRasterFree (token for some assets)
22Registry of Open Data on AWSPublic datasets hosted on AWSMixedOften none
23OpenTopographyLidar and elevation modelsPoint cloud, DEMOptional (some data restricted)
24Copernicus DEMGlobal 30 m and 90 m surface modelDEMVaries by access route
25GEBCOGlobal elevation and ocean depthGridNo
26NOAA ETOPOGlobal relief, land and seafloorGridNo
27ESA WorldCover10 m global land coverRasterNo
28CORINE Land CoverEuropean land coverRaster, vectorFree account
29Global Forest WatchForest loss, fires, land useRaster, vectorVaries by dataset
30JRC Global Surface WaterSurface water since 1984RasterNo
31HydroSHEDSRivers and drainage basinsVector, rasterNo
32SoilGridsGlobal soil propertiesRasterNo
33WorldClimClimate surfaces and projectionsGeoTIFFNo
34CHELSAHigh-resolution climateRasterNo
35Copernicus Climate Data StoreERA5 reanalysis and climate dataNetCDF, GRIBFree account
36NASA POWERSolar and weather data for energy and agricultureGridded, APINo
37Global Climate MonitorExploring global climate patternsGridded climate dataNot stated
38Global Solar and Wind AtlasSolar and wind resource mapsRasterNo
39WorldPopGridded populationRasterNo
40GHSLBuilt-up areas and population over timeRasterNo
41NASA SEDAC dataSocioeconomic and environmental gridsRaster, tablesFree Earthdata Login
42GRID3Settlements, infrastructure, boundariesVectorVaries
43GBIFSpecies occurrence recordsTablesFree account (downloads)
44Protected Planet (WDPA)Protected areas (non-commercial)VectorAccept terms
45NASA FIRMSActive fire detectionsVector, CSVNo (key for some API use)
46UNEP WESREnvironmental indicators and monitoringMixedVaries by platform
47FAO Agro-Informatic Data CatalogAgriculture, land and waterMixedNo (most data)
48ArcGIS HubOpen data from governments and organizationsMixedVaries by publisher
49ArcGIS Living AtlasCurated ready-to-use maps and layersMixedVaries by item
50Humanitarian Data ExchangeHumanitarian and crisis dataTables, vectorNo

Base maps, boundaries and administrative areas

1. Natural Earth

naturalearthdata.com

Natural Earth is a public domain dataset built for small-scale mapping, available at 1:10m, 1:50m and 1:110m. It pairs vector layers (countries, first-order administrative boundaries, rivers, disputed areas) with raster backgrounds such as shaded relief. The layers are designed to line up with each other, so shared borders and rivers match.

Good to know: no permission or credit is required. It suits world, continent and country maps, not detailed local analysis.

2. DIVA-GIS

diva-gis.org/Data

DIVA-GIS lets you download data country by country: administrative boundaries, roads, railroads, altitude, land cover and population density, plus climate data derived from WorldClim. Vector layers are shapefiles and rasters are DIVA grid files, which can be exported to other formats. It is popular for biodiversity and agricultural work.

Good to know: several layers are old (elevation from SRTM at 30 arc-seconds, land cover derived from GLC2000, a 2011 global boundaries file). It is handy for teaching and quick prototypes, but get current versions from the original providers for serious work, and check the site’s terms of use.

3. GADM

gadm.org

GADM maps the administrative areas of every country, from national borders down to provinces, districts and municipalities, with consistent names and level hierarchies. You can download a single country or the whole world, in formats including shapefile and GeoPackage (current version 4.1).

Good to know: GADM is free for academic and other non-commercial use, but commercial use is not allowed without permission. For commercial projects, use geoBoundaries instead.

4. geoBoundaries

geoboundaries.org

geoBoundaries provides open political boundary data for every country, from national borders to subnational levels, in standard GIS formats.

Good to know: its open CC BY licence allows commercial use with attribution, which makes it the safer choice when GADM’s non-commercial terms are a problem.

5. Eurostat GISCO

ec.europa.eu/eurostat/web/gisco

GISCO is the geographic information service of Eurostat, the EU’s statistical office. It publishes EU reference data such as country boundaries and administrative units, including the NUTS statistical regions, designed to be joined with Eurostat statistics.

Good to know: check the licence and attribution conditions on each dataset, because some boundary data comes from third-party providers.

6. INSPIRE Geoportal

inspire-geoportal.ec.europa.eu

The INSPIRE Geoportal is the European entry point to standardized geospatial data published under the EU’s INSPIRE framework, with themes such as administrative boundaries, environmental monitoring and transport networks.

Good to know: it is a gateway to datasets and services published by EU member states, so availability, formats and licences differ from country to country.

OpenStreetMap and open map data

7. OpenStreetMap (OSM)

openstreetmap.org

A crowdsourced map of the world built by volunteers, with detailed local data on roads, buildings and services. In QGIS, the QuickOSM plugin lets you pull data through the Overpass API using simple key/value queries, or open local .osm and .pbf files.

Good to know: OSM data is licensed under the ODbL, which requires crediting OpenStreetMap contributors and sharing derived databases under the same terms. Completeness and accuracy vary from place to place, so check your area before relying on it.

8. Geofabrik (OSM data extracts)

download.geofabrik.de

Geofabrik’s free download server offers OpenStreetMap extracts by continent, country and many sub-regions, normally refreshed every day. Files come as .osm.pbf (the recommended format) and .osm.bz2, with simple free shapefiles also available. Daily update files let you keep a local PBF current.

Good to know: the free public files omit some metadata fields, and Geofabrik’s richer shapefile exports are a paid service. All derived data is under the ODbL.

9. Overpass Turbo

overpass-turbo.eu

Overpass Turbo is a web front-end for the Overpass API. You write a query for specific OpenStreetMap features (for example, all hospitals in a city), preview them on a map and export the result, including as GeoJSON. The QGIS plugin QuickOSM does the same thing inside QGIS.

Good to know: queries over very large areas can time out. For bulk regional data, download an extract from Geofabrik instead.

10. Overture Maps

overturemaps.org

Overture Maps is a collaborative project that publishes open global map data in standardized themes: base layers, buildings, places of interest, transportation and administrative divisions. Its building footprints combine OpenStreetMap, Esri Community Maps, Microsoft and Google Open Buildings data. Releases are monthly, and the data is distributed as cloud-native GeoParquet files.

Good to know: licensing depends on the theme. Overture data is under the CDLA Permissive 2.0 licence unless it derives from OpenStreetMap, in which case the ODbL applies (this covers the buildings theme). GeoParquet needs reasonably recent GIS or data tools to read.

11. Google Open Buildings

sites.research.google/gr/open-buildings

Open Buildings is a dataset of building footprints detected from satellite imagery with machine learning, with a confidence score for each footprint. It is also one of the sources that feed Overture’s buildings theme.

Good to know: footprint quality varies with the confidence score, so filter by it for sensitive analyses, and check the dataset terms and the regions covered before you plan around it.

12. OpenAddresses

openaddresses.io

OpenAddresses collects address data that governments and other organizations have released openly and makes it available as a global collection for download, with an API and a download tool. It is used to build geocoders and for address-level analysis.

Good to know: the data is not relicensed. Each source keeps its own licence (most only require attribution), and coverage is uneven, strongest where governments publish open address data.

13. GeoNames

geonames.org

GeoNames is a gazetteer: a large database of place names with coordinates, available as downloadable tables by country or for the whole world, plus web services.

Good to know: the data is shared under a Creative Commons Attribution licence and is community-edited, so quality varies by place.

Satellite and aerial imagery

14. USGS EarthExplorer

earthexplorer.usgs.gov

EarthExplorer is the USGS search and download portal for satellite images, aerial photographs and cartographic products. It covers the Landsat archive (which reaches back to 1972), MODIS land products from NASA’s Terra and Aqua satellites, ASTER Level-1B data over the U.S. and its territories, digital elevation models and lidar. You can narrow searches by date range and other criteria.

Good to know: you need a free account to download. For large orders, USGS provides a bulk download application and APIs.

15. Copernicus Data Space Ecosystem

dataspace.copernicus.eu

This is now the main access point for Copernicus Sentinel data. It replaced the Copernicus Open Access Hub, which stopped operating on November 2, 2023. It provides the full archive and new acquisitions from Sentinel-1 (radar), Sentinel-2 (optical), Sentinel-3 (land products) and Sentinel-5P (atmosphere). The Copernicus Browser handles search and visualization, and APIs such as Sentinel Hub and openEO support automation.

Good to know: registration is free but required, and old Open Access Hub accounts do not carry over. Basic use is free under a fair-use policy, while some contributing-mission data and extra services are paid. Tools built for the old Hub, such as the sentinelsat Python library, no longer work.

16. NASA Earthdata

earthdata.nasa.gov · Earthdata Search

NASA’s Earth science archive holds more than 100 petabytes of open data. Earthdata Search lets you discover and access over 50,000 Earth observation data collections, including products such as MODIS and ASTER. The earthaccess Python library can search, download or stream NASA data in a few lines of code.

Good to know: data is free, but you need an Earthdata Login account to download it.

17. ASF Data Search (Vertex)

search.asf.alaska.edu

Vertex is the search portal of the Alaska Satellite Facility, a NASA data center that specializes in radar (SAR) imagery, including Sentinel-1. Radar sees through clouds, which makes it valuable for floods, ice and ground deformation.

Good to know: downloads need a free NASA Earthdata Login account. SAR data takes some learning before it is analysis-ready.

18. NASA Worldview

worldview.earthdata.nasa.gov

Worldview is a browser-based viewer for daily satellite imagery layers. You can compare dates, overlay layers such as fires or aerosols, and save image snapshots.

Good to know: it is best for quick visual checks (storms, fires, smoke) rather than analysis. For analysis-ready data, use Earthdata Search (see NASA Earthdata).

19. OpenAerialMap

openaerialmap.org

OpenAerialMap is a set of tools for searching, sharing and using openly licensed satellite and drone imagery, run on the Humanitarian OpenStreetMap Team’s Open Imagery Network. It is especially useful for disaster response and humanitarian mapping, and all imagery can be traced in OpenStreetMap.

Good to know: imagery is licensed CC-BY 4.0, so attribution is required. New imagery appears as contributors upload it, so coverage depends on what has been shared for your area.

20. Google Earth Engine

earthengine.google.com

Earth Engine combines a multi-petabyte catalog of satellite imagery and geospatial datasets (Landsat, Sentinel, MODIS, climate, terrain and more) with cloud computing. You analyze data through the Code Editor or Python and JavaScript APIs instead of downloading whole archives.

Good to know: noncommercial use is free, with a monthly compute quota (EECU-hours) since April 27, 2026. You need a Google Cloud project with a billing account on file (it is not charged for noncommercial use), and noncommercial projects must be re-verified every year. Commercial use requires a paid plan.

21. Microsoft Planetary Computer

planetarycomputer.microsoft.com

The Planetary Computer provides a free data catalog of petabytes of cloud-optimized geospatial data on Azure, searchable through a STAC API by place, date and other metadata. You can stream just the tiles and bands you need from Python, R or QGIS.

Good to know: the free interactive Hub was retired on June 6, 2024, so you now work from your own environment. Some assets need a token or signed URL, which the API provides.

22. Registry of Open Data on AWS

registry.opendata.aws

A searchable catalog of public datasets hosted on AWS, including geospatial collections such as OpenAerialMap and Overture Maps. Many datasets sit in public buckets you can browse and download from the command line.

Good to know: for many datasets no AWS account is needed (use the CLI’s no-sign-request option), but licences and update schedules are set by each dataset’s publisher.

Elevation and bathymetry

23. OpenTopography

opentopography.org

OpenTopography distributes high-resolution topographic data (meter to sub-meter) and regional to global datasets (roughly 1 to 500 m) derived from lidar, radar and photogrammetry. It also offers on-demand processing, so you can turn lidar into a DEM without handling raw point clouds yourself. This makes it useful for hydrology, infrastructure and geomorphology work.

Good to know: you can access and process many lidar datasets without an account, though registering has advantages. Some collections, including USGS 3DEP and NOAA coastal lidar services, are restricted: they are free for the U.S. academic community, and non-academic users can apply through the OpenTopography+ (OT+) pilot.

24. Copernicus DEM

spacedata.copernicus.eu

The Copernicus DEM is a global digital elevation model at 30 m (GLO-30) and 90 m (GLO-90) resolution, derived from TanDEM-X radar data. It can be reached through several routes, including the Copernicus Data Space Ecosystem and OpenTopography.

Good to know: it is a surface model, so it includes buildings and vegetation canopy rather than bare ground. Access terms depend on the platform you use.

25. GEBCO

gebco.net

GEBCO publishes a global grid of elevation and seafloor depth (bathymetry) covering land and ocean, released in periodic versions.

Good to know: much of the ocean floor is estimated from sparse soundings and satellite gravity data, so detail varies a lot by area.

26. NOAA ETOPO Global Relief Model

ncei.noaa.gov/products/etopo-global-relief-model

ETOPO is NOAA’s global relief model, integrating land topography and ocean bathymetry in a single grid offered at several resolutions.

Good to know: it overlaps with GEBCO. Pick one, note the version, and cite it consistently.

Land cover, forests, water and soil

27. ESA WorldCover

esa-worldcover.org

WorldCover is a free global land cover map at 10 m resolution, built from Sentinel-1 and Sentinel-2 data and classifying 11 land cover types. It is available for 2020 and 2021.

Good to know: the data is openly licensed (CC BY 4.0). With only two reference years, it is not a long time series for change analysis.

28. CORINE Land Cover

land.copernicus.eu

CORINE Land Cover is the standard European land cover inventory from the Copernicus Land Monitoring Service, covering 39 countries with change tracking since 1990.

Good to know: its minimum mapping unit is 25 hectares, so it suits regional studies rather than local detail. A free EU Login account is needed to download.

29. Global Forest Watch

globalforestwatch.org

Global Forest Watch is a forest monitoring platform that provides satellite-based data and alerts on tree cover loss, deforestation, fires and land use, with interactive maps.

Good to know: each dataset has its own resolution, time span and licence, so read the metadata before combining layers.

30. JRC Global Surface Water

global-surface-water.appspot.com

The Global Surface Water Explorer maps where and when surface water has occurred worldwide since 1984, based on Landsat imagery, and lets you download the data.

Good to know: Landsat’s 30 m resolution means small streams and ponds can be missed.

31. HydroSHEDS

hydrosheds.org

HydroSHEDS provides hydrographic data derived from elevation models: river networks, flow direction and drainage basins, at global and regional scales.

Good to know: the data is free to use under HydroSHEDS licence terms, so read them before redistributing. Related products such as HydroBASINS and HydroRIVERS are available.

32. SoilGrids

soilgrids.org

SoilGrids, from ISRIC, offers global maps of soil properties at 250 m resolution and several standard depths, produced with machine learning.

Good to know: these are modelled predictions with uncertainty layers, good for regional estimates but not a substitute for field measurements.

Climate, weather and energy

33. WorldClim

worldclim.org

WorldClim 2.1 provides global climate surfaces for the 1970–2000 period: monthly minimum, mean and maximum temperature, precipitation, solar radiation, wind speed and water vapor pressure, plus 19 bioclimatic variables. Resolutions run from 30 arc-seconds (about 1 km) to 10 arc-minutes, and downloads are GeoTIFF files. Future projections are downscaled CMIP6 data from 23 climate models and four emissions pathways (SSP 126, 245, 370 and 585), averaged over 20-year periods through 2100.

Good to know: the baseline is a 1970–2000 average, not current conditions. Cite Fick and Hijmans (2017) when you use it.

34. CHELSA

chelsa-climate.org

CHELSA provides high-resolution (about 1 km) global climate data, including temperature, precipitation, bioclimatic variables and future projections. It is a common alternative to WorldClim.

Good to know: its downscaling method differs from WorldClim’s, so results can differ. State which one you used.

35. Copernicus Climate Data Store (ERA5)

cds.climate.copernicus.eu

The Climate Data Store gives free access to climate and weather datasets, including the ERA5 and ERA5-Land reanalyses, in GRIB and NetCDF. You can use the web form or the cdsapi Python client.

Good to know: you need a free account and a personal access token, and you must accept the licence of each dataset. The legacy CDS has been shut down, so older tutorials and API keys no longer work.

36. NASA POWER

power.larc.nasa.gov

POWER provides global meteorological and solar data prepared for energy, building and agricultural applications, available through a web interface and an API.

Good to know: the data is gridded at a coarse resolution, so it suits regional estimates rather than microclimate work.

37. Global Climate Monitor

globalclimatemonitor.org

Global Climate Monitor is a web mapping viewer developed at the University of Seville that makes global climate data and indicators easy to explore. Its published description says it was built on CRU TS data (half-degree resolution, monthly, 1901–2012) and, from 2013, on the GHCN-CAMS temperature and GPCC precipitation datasets.

Good to know: at half-degree resolution it is better for understanding global patterns and teaching than for local analysis. Check the site for the download options and data coverage currently offered.

38. Global Solar Atlas and Global Wind Atlas

globalsolaratlas.info

Two free web tools for renewable energy mapping: the Global Solar Atlas (globalsolaratlas.info) and the Global Wind Atlas (globalwindatlas.info). Both let you explore resource maps and download GIS layers.

Good to know: check each tool’s terms and attribution requirements before using the layers in publications.

People, biodiversity and environment

39. WorldPop

worldpop.org

WorldPop publishes open, high-resolution gridded population data and related demographic datasets, usually downloadable country by country.

Good to know: these are modelled estimates. Check each dataset’s metadata for its reference year, method and licence.

40. Global Human Settlement Layer (GHSL)

human-settlement.emergency.copernicus.eu

The GHSL, produced by the European Commission’s Joint Research Centre, maps built-up areas, population and settlement types from satellite imagery for several time epochs.

Good to know: it is free and open, and the multi-year layers make it useful for urban growth studies. Pick the product and epoch that match your question.

41. NASA SEDAC data (now in Earthdata Search)

NASA announcement on SEDAC data

SEDAC curated socioeconomic and environmental datasets such as gridded population, urban extent and climate-risk layers. Its contract was terminated on April 30, 2025, and all its datasets (over 350 collections) have since been relocated to NASA’s Earthdata Cloud and can be found in Earthdata Search.

Good to know: an Earthdata Login is required, and the datasets are complete but will no longer be updated. A CIESIN subcollection is also available on the Harvard Dataverse.

42. GRID3

data.grid3.org

GRID3 works with countries to generate, validate and publish geospatial data on population, settlements, infrastructure and boundaries, mainly to support development and humanitarian planning.

Good to know: coverage depends on the countries GRID3 works in, so check your area before planning around it.

43. GBIF

gbif.org

GBIF is the largest open network for biodiversity data, with species occurrence records that include coordinates, which you can map in any GIS.

Good to know: downloads require a free account. Records carry different licences (CC0, CC BY or CC BY-NC), and each download gets a DOI you should cite. Sampling is uneven, since observations cluster where people look.

44. Protected Planet (WDPA)

protectedplanet.net

Protected Planet hosts the World Database on Protected Areas, the most comprehensive global dataset of marine and terrestrial protected areas, managed by UNEP-WCMC with IUCN and updated monthly.

Good to know: the terms prohibit commercial use without permission, and you must cite the dataset and the version you downloaded. Download only after accepting the terms.

45. NASA FIRMS

firms.modaps.eosdis.nasa.gov

FIRMS (Fire Information for Resource Management System) provides near-real-time active fire detections from satellite sensors such as MODIS and VIIRS, with archives you can download for GIS use.

Good to know: detections are thermal anomalies, not confirmed fires. Some API access requires a free key.

46. UNEP World Environment Situation Room (WESR)

wesr.unep.org

WESR is UNEP’s environmental data and knowledge platform. It works as a federated system, linking specialized platforms for areas such as air quality, water, chemicals and waste, climate, oceans and mountains, and it supports tracking of environment-related Sustainable Development Goals.

Good to know: this replaces the older UNEP GeoData portal (geodata.grid.unep.ch, also called the Environmental Data Explorer), which was shut down in June 2016. Access terms depend on each linked platform.

Agriculture and open data portals

47. FAO Agro-Informatic Data Catalog (formerly GeoNetwork)

FAO Geospatial Unit: data catalog

The Food and Agriculture Organization’s catalog of national, regional and global thematic datasets covers agriculture, fisheries, forestry, land and water resources and climate-related topics. Each dataset has ISO-compliant metadata, and many can be viewed dynamically through Web Map Service (WMS) links.

Good to know: the platform was previously known as GeoNetwork or the FAO Map Catalog, so older tutorials may use those names. Read each dataset’s metadata for its terms of use.

48. ArcGIS Hub

hub.arcgis.com/search

ArcGIS Hub aggregates open data published by governments, universities and other organizations worldwide, with search, downloads and APIs. You can filter results by data type (dataset, feature layer, table, file) and by licence, which is handy when you need data that is clearly open.

Good to know: Hub is a catalog, not a single dataset, so quality, currency and licensing are set by each publisher. It works best for niche or local data that larger portals do not carry.

49. ArcGIS Living Atlas of the World

livingatlas.arcgis.com

Living Atlas is a collection of ready-to-use geographic information from Esri, its partners and the user community, including maps, layers and apps that you can add straight to ArcGIS projects.

Good to know: access and reuse terms vary by item, and some content needs an ArcGIS subscription. Check each item’s terms.

50. Humanitarian Data Exchange (HDX)

data.humdata.org

HDX is an open platform run by the UN’s OCHA for sharing humanitarian data, including administrative boundaries, population statistics and datasets about specific crises.

Good to know: licences and update frequency vary by dataset, so read each dataset’s metadata.

Choosing the right source

A quick guide to file formats

  • Shapefile: a widely supported vector format stored as several files that must stay together.
  • GeoPackage: a modern single-file alternative for vector (and some raster) data.
  • GeoTIFF: the standard raster format for imagery, elevation and climate surfaces.
  • PBF: a compact binary format used for OpenStreetMap extracts, which QGIS can open directly.
  • NetCDF and GRIB: multi-dimensional gridded formats used for climate and weather data such as ERA5.
  • GeoParquet: a cloud-native columnar format used for large vector datasets such as Overture Maps.

Licences, citation and data quality

Free does not mean unconditional. Natural Earth is public domain, OpenStreetMap data (and Overture’s building footprints) carries the ODbL with attribution and share-alike, OpenAerialMap imagery is CC-BY 4.0, and several well-known datasets restrict commercial use, including GADM and Protected Planet, while Earth Engine’s free tier is for noncommercial work only. Catalogs such as ArcGIS Hub, HDX and OpenAddresses leave licensing to each publisher. Registration is a separate matter: NASA, USGS, Copernicus and GBIF are free but need an account.

Also watch the age, resolution and nature of what you download. A 1970–2000 climate baseline, a half-degree climate grid or a 2011 boundaries file may be fine for a classroom map and wrong for a planning decision, and population grids, soil maps and reanalyses are modelled estimates, not direct observations. Record the source, version and download date, and cite the original publication where one exists.

Final thoughts

Good spatial analysis starts with good data, and the best source depends on your question, your area and your tolerance for registration and licence conditions. Bookmark the sources you use most, and re-check them from time to time, because portals change faster than most tutorials.

sciencedz

Leave a Reply