update lists

readmes/frontendgis.md

@@ -4,7 +4,8 @@
     <img src="https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg" alt="Awesome" href="https://github.com/sindresorhus/awesome">
   </a></h2>
 
- Geographic Information Systems (GIS) for web browsers. For managing, analyzing, editing, and visualizing geographic data.
+ Geographic Information Systems (GIS) for web browsers. <br>
+ For managing, analyzing, editing, and visualizing geographic data.
   
 <div>
     <a href="https://github.com/eurostat/gridviz" target="_blank">
@@ -43,71 +44,72 @@
 ### Mapping 
 Libraries for creating web maps:
 
-- [Leaflet](https://leafletjs.com/) - The leading open-source JavaScript library for mobile-friendly interactive maps.
-- [OpenLayers](https://openlayers.org/) - A high-performance, feature-packed library for creating interactive maps on the web.
-- [Cesium.js](https://cesium.com) - An open-source JavaScript library for world-class 3D mapping of geospatial data.
-- [maplibre](https://github.com/maplibre/maplibre-gl-js) - It originated as an open-source fork of mapbox-gl-js, before their switch to a non-OSS license in December 2020.
-- [Deck.GL](https://github.com/uber/deck.gl) - WebGL2 powered geospatial visualization layers.
-- [MapTalks.js](https://github.com/maptalks/maptalks.js) - An open-source JavaScript library for integrated 2D/3D maps.
-- [antvis L7](https://github.com/antvis/L7) - Large-scale WebGL-powered Geospatial Data Visualization.
-- [Tangram](https://github.com/tangrams/tangram) - WebGL map rendering engine for creative cartography.
-- [TerriaJS](https://github.com/TerriaJS/terriajs) - TerriaJS is a library for building rich, web-based geospatial data explorers.
-- [gridviz](https://github.com/eurostat/gridviz) - A package for visualizing gridded data.
-- [Eurostat-map](https://github.com/eurostat/eurostat-map.js) - Create and customise web maps showing Eurostat data using D3.js.
-- [Bertin.js](https://github.com/neocarto/bertin) - A JavaScript library for visualizing geospatial data and making thematic maps for the web.
-- [regl-map-animation](https://github.com/eurostat/regl-map-animation) - Animate x/y point data using regl and categorize them into a bar chart.
-- [iTowns](https://github.com/iTowns/itowns) - A Three.js-based framework written in JavaScript/WebGL for visualizing 3D geospatial data.
-- [globe.gl](https://globe.gl/) - This library is a convenience wrapper around the three-globe plugin, and uses ThreeJS/WebGL for 3D rendering.
-- [d3-geo](https://github.com/d3/d3-geo) - A library for creating maps based on D3.js.
-- [d3-geo-projection](https://github.com/d3/d3-geo-projection) - Extended geographic projections.
-- [d3-geo-voronoi](https://github.com/Fil/d3-geo-voronoi) - Voronoi diagrams and Delaunay triangulation for the sphere.
-- [d3-inertia](https://github.com/Fil/d3-inertia) - An extension to d3-drag that continues the mouse movement with some inertia.
-- [datamaps](https://github.com/markmarkoh/datamaps) - Customizable map visualizations in one file.
-- [react-simple-maps](https://github.com/zcreativelabs/react-simple-maps) - An SVG mapping component library for React, built on top of d3-geo.
+- [antvis L7](https://github.com/antvis/L7) - Large-scale WebGL-powered Geospatial Data Visualization. ![GitHub stars](https://img.shields.io/github/stars/antvis/L7?style=social)
+- [ArcGIS Maps SDK for JavaScript](https://developers.arcgis.com/javascript/latest/) - Modern JavaScript API and web component library for building interactive 2D and 3D web apps for the browser.
+- [ArcGIS REST JS](https://github.com/Esri/arcgis-rest-js) - Compact, modular JavaScript wrappers for the ArcGIS REST API that run in Node.js and modern browsers. ![GitHub stars](https://img.shields.io/github/stars/Esri/arcgis-rest-js?style=social)
+- [Bertin.js](https://github.com/neocarto/bertin) - A JavaScript library for visualizing geospatial data and making thematic maps for the web. ![GitHub stars](https://img.shields.io/github/stars/neocarto/bertin?style=social)
+- [Cesium.js](https://github.com/CesiumGS/cesium) - An open-source JavaScript library for world-class 3D mapping of geospatial data. ![GitHub stars](https://img.shields.io/github/stars/CesiumGS/cesium?style=social)
+- [d3-geo](https://github.com/d3/d3-geo) - A library for creating maps based on D3.js. ![GitHub stars](https://img.shields.io/github/stars/d3/d3-geo?style=social)
+- [d3-geo-projection](https://github.com/d3/d3-geo-projection) - Extended geographic projections. ![GitHub stars](https://img.shields.io/github/stars/d3/d3-geo-projection?style=social)
+- [d3-geo-voronoi](https://github.com/Fil/d3-geo-voronoi) - Voronoi diagrams and Delaunay triangulation for the sphere. ![GitHub stars](https://img.shields.io/github/stars/Fil/d3-geo-voronoi?style=social)
+- [datamaps](https://github.com/markmarkoh/datamaps) - Customizable map visualizations in one file. ![GitHub stars](https://img.shields.io/github/stars/markmarkoh/datamaps?style=social)
+- [Deck.GL](https://github.com/visgl/deck.gl) - WebGL2 powered geospatial visualization layers. ![GitHub stars](https://img.shields.io/github/stars/visgl/deck.gl?style=social)
+- [Eurostat-map](https://github.com/eurostat/eurostat-map.js) - Create and customise web maps showing Eurostat data using D3.js. ![GitHub stars](https://img.shields.io/github/stars/eurostat/eurostat-map.js?style=social)
+- [globe.gl](https://github.com/vasturiano/globe.gl) - This library is a convenience wrapper around the three-globe plugin, using ThreeJS/WebGL for 3D rendering. ![GitHub stars](https://img.shields.io/github/stars/vasturiano/globe.gl?style=social)
 - [Google Maps](https://developers.google.com/maps/documentation/javascript) - Google Maps API for JavaScript.
-- [Wrld.js](https://github.com/wrld3d/wrld.js/) - Animated 3D city maps based on Leaflet.
-- [Mapbox GL JS](https://docs.mapbox.com/mapbox-gl-js/examples/) - JavaScript library that uses WebGL to render interactive maps from vector tiles.
-- [ArcGIS API for JS](https://developers.arcgis.com/javascript/3/) - A lightweight way to embed maps and tasks in web applications.
+- [gridviz](https://github.com/eurostat/gridviz) - A package for visualizing gridded data. ![GitHub stars](https://img.shields.io/github/stars/eurostat/gridviz?style=social)
 - [HERE maps API](https://developer.here.com/develop/javascript-api) - Build web applications with feature-rich and customizable HERE maps.
-- [Map Forecast API](https://github.com/windycom/API) - Simple-to-use library based on Leaflet 1.4.x. It allows you to show wind maps.
+- [iTowns](https://github.com/iTowns/itowns) - A Three.js-based framework written in JavaScript/WebGL for visualizing 3D geospatial data. ![GitHub stars](https://img.shields.io/github/stars/iTowns/itowns?style=social)
+- [Leaflet](https://github.com/Leaflet/Leaflet) - The leading open-source JavaScript library for mobile-friendly interactive maps. ![GitHub stars](https://img.shields.io/github/stars/Leaflet/Leaflet?style=social)
+- [Map Forecast API](https://github.com/windycom/API) - Simple-to-use library based on Leaflet 1.4.x. It allows you to show wind maps. ![GitHub stars](https://img.shields.io/github/stars/windycom/API?style=social)
+- [Mapbox GL JS](https://github.com/mapbox/mapbox-gl-js) - JavaScript library that uses WebGL to render interactive maps from vector tiles. ![GitHub stars](https://img.shields.io/github/stars/mapbox/mapbox-gl-js?style=social)
+- [maplibre](https://github.com/maplibre/maplibre-gl-js) - It originated as an open-source fork of mapbox-gl-js, before their switch to a non-OSS license in December 2020. ![GitHub stars](https://img.shields.io/github/stars/maplibre/maplibre-gl-js?style=social)
+- [MapTalks.js](https://github.com/maptalks/maptalks.js) - An open-source JavaScript library for integrated 2D/3D maps. ![GitHub stars](https://img.shields.io/github/stars/maptalks/maptalks.js?style=social)
+- [OpenLayers](https://github.com/openlayers/openlayers) - A high-performance, feature-packed library for creating interactive maps on the web. ![GitHub stars](https://img.shields.io/github/stars/openlayers/openlayers?style=social)
+- [react-simple-maps](https://github.com/zcreativelabs/react-simple-maps) - An SVG mapping component library for React, built on top of d3-geo. ![GitHub stars](https://img.shields.io/github/stars/zcreativelabs/react-simple-maps?style=social)
+- [Tangram](https://github.com/tangrams/tangram) - WebGL map rendering engine for creative cartography. ![GitHub stars](https://img.shields.io/github/stars/tangrams/tangram?style=social)
+- [TerriaJS](https://github.com/TerriaJS/terriajs) - TerriaJS is a library for building rich, web-based geospatial data explorers. ![GitHub stars](https://img.shields.io/github/stars/TerriaJS/terriajs?style=social)
+- [Wrld.js](https://github.com/wrld3d/wrld.js/) - Animated 3D city maps based on Leaflet. ![GitHub stars](https://img.shields.io/github/stars/wrld3d/wrld.js?style=social)
+
 
 ### Data Processing 
 Libraries that help you analyse and process geospatial data:
-- [geolib](https://github.com/manuelbieh/geolib) - Library to provide basic geospatial operations like distance calculation, conversion of decimal coordinates to sexagesimal, etc.
-- [Turf.js](https://github.com/Turfjs/turf) - Turf is a JavaScript library for spatial analysis.
-- [JSTS](https://github.com/bjornharrtell/jsts) - JavaScript Topology Suite.
-- [flatten-js](https://github.com/alexbol99/flatten-js) - For manipulating geometrical shapes, finding intersections, checking inclusion, calculating distance, transformations and more.
-- [flatbush](https://github.com/mourner/flatbush) - A really fast static spatial index for 2D points and rectangles in JavaScript.
-- [rbush](https://github.com/mourner/rbush) - RBush is a high-performance JavaScript library for 2D spatial indexing of points and rectangles.
-- [Geometric.js](https://github.com/HarryStevens/geometric) - A JavaScript library for doing geometry.
-- [Euclid.ts](https://github.com/mathigon/euclid.js) - 2D Euclidean geometry classes, utilities, and drawing tools.
-- [Proj4js](https://github.com/proj4js/proj4js) - Transform coordinates from one coordinate system to another, including datum transformations.
-- [GeoTiff.js](https://github.com/geotiffjs/geotiff.js) - Parse TIFF files for visualization or analysis.
-- [Arc.js](https://github.com/springmeyer/arc.js) - Calculate great circles routes as lines in GeoJSON or WKT format.
-- [awesome-GeoJSON](https://github.com/tmcw/awesome-geojson) - Catalogue of GeoJSON tools.
-- [topoJSON](https://github.com/topojson/topojson) - Convert GeoJSON to TopoJSON for use in D3 maps.
-- [d3-geo-polygon](https://github.com/d3/d3-geo-polygon) - Clipping and geometric operations for spherical polygons.
-- [Wicket](https://github.com/arthur-e/Wicket) - A modest library for moving between Well-Known Text (WKT) and various framework geometries.
-- [koop](https://github.com/koopjs/koop) - Koop is a JavaScript toolkit for connecting incompatible spatial APIs.
-- [spl.js](https://github.com/jvail/spl.js) - Makes it possible to use SpatiaLite functionality in JavaScript. Behind the scenes, a WebAssembly port of SpatiaLite is used.
-- [geotoolbox](https://github.com/neocarto/geotoolbox) - Provides several GIS operations for use with geojson properties. Useful for thematic cartography.
-- [supercluster](https://www.npmjs.com/package/supercluster) - A very fast JavaScript library for geospatial point clustering for browsers and Node.
-- [geoblaze](https://github.com/GeoTIFF/geoblaze) - A blazing fast JavaScript raster processing engine. Using geoblaze, you can run computations ranging from basic statistics (min, max, mean, mode) to band arithmetic and histogram generation in either a web browser or a node application.
-- [geopackage-js](https://github.com/ngageoint/geopackage-js) - The GeoPackage JavaScript library currently provides the ability to read GeoPackage files.
-- [geojson-merge](https://github.com/mapbox/geojson-merge) - Merge multiple GeoJSON files into one FeatureCollection.
-- [Galton](https://github.com/urbica/galton) - Lightweight Node.js isochrone server. Build isochrones using OSRM, Turf and concaveman.
-- [geojson-vt](https://github.com/mapbox/geojson-vt) - A highly efficient JavaScript library for slicing GeoJSON data into vector tiles on the fly.
-- [geobuf](https://github.com/mapbox/geobuf) - Geobuf is a compact binary encoding for geographic data.
-- [geoparquet](https://github.com/opengeospatial/geoparquet) - Encoding geospatial data in Apache Parquet.
-- [statsbreaks](https://github.com/riatelab/statsbreaks) - Split (classify/discretize) a quantitative dataset into a (k) number of classes or thematic categories. Useful for creating a choropleth map.
-- [gdal3.js](https://github.com/bugra9/gdal3.js) - Convert raster and vector geospatial data to various formats and coordinate systems entirely in the browser.
-- [math.gl](https://github.com/uber-web/math.gl) - JavaScript math library focused on Geospatial and 3D use cases.
+- [Arc.js](https://github.com/springmeyer/arc.js) - Calculate great circles routes as lines in GeoJSON or WKT format. ![GitHub stars](https://img.shields.io/github/stars/springmeyer/arc.js?style=social)
+- [awesome-GeoJSON](https://github.com/tmcw/awesome-geojson) - Catalogue of GeoJSON tools. ![GitHub stars](https://img.shields.io/github/stars/tmcw/awesome-geojson?style=social)
+- [Euclid.ts](https://github.com/mathigon/euclid.js) - 2D Euclidean geometry classes, utilities, and drawing tools. ![GitHub stars](https://img.shields.io/github/stars/mathigon/euclid.js?style=social)
+- [flatbush](https://github.com/mourner/flatbush) - A really fast static spatial index for 2D points and rectangles in JavaScript. ![GitHub stars](https://img.shields.io/github/stars/mourner/flatbush?style=social)
+- [FlatGeoBuf](https://github.com/flatgeobuf/flatgeobuf) - A performant binary encoding for geographic data based on flatbuffers. ![GitHub stars](https://img.shields.io/github/stars/flatgeobuf/flatgeobuf?style=social)
+- [flatten-js](https://github.com/alexbol99/flatten-js) - For manipulating geometrical shapes, finding intersections, checking inclusion, calculating distance, transformations, and more. ![GitHub stars](https://img.shields.io/github/stars/alexbol99/flatten-js?style=social)
+- [Galton](https://github.com/urbica/galton) - Lightweight Node.js isochrone server. ![GitHub stars](https://img.shields.io/github/stars/urbica/galton?style=social)
+- [gdal3.js](https://github.com/bugra9/gdal3.js) - Convert raster and vector geospatial data to various formats. ![GitHub stars](https://img.shields.io/github/stars/bugra9/gdal3.js?style=social)
+- [geoblaze](https://github.com/GeoTIFF/geoblaze) - A blazing fast JavaScript raster processing engine. ![GitHub stars](https://img.shields.io/github/stars/GeoTIFF/geoblaze?style=social)
+- [geobuf](https://github.com/mapbox/geobuf) - Geobuf is a compact binary encoding for geographic data. ![GitHub stars](https://img.shields.io/github/stars/mapbox/geobuf?style=social)
+- [GeoTiff.js](https://github.com/geotiffjs/geotiff.js) - Parse TIFF files for visualization or analysis. ![GitHub stars](https://img.shields.io/github/stars/geotiffjs/geotiff.js?style=social)
+- [geolib](https://github.com/manuelbieh/geolib) - Library to provide basic geospatial operations. ![GitHub stars](https://img.shields.io/github/stars/manuelbieh/geolib?style=social)
+- [geopackage-js](https://github.com/ngageoint/geopackage-js) - The GeoPackage JavaScript library provides the ability to read GeoPackage files. ![GitHub stars](https://img.shields.io/github/stars/ngageoint/geopackage-js?style=social)
+- [geoparquet](https://github.com/opengeospatial/geoparquet) - Encoding geospatial data in Apache Parquet. ![GitHub stars](https://img.shields.io/github/stars/opengeospatial/geoparquet?style=social)
+- [geotoolbox](https://github.com/neocarto/geotoolbox) - Provides several GIS operations for use with geojson properties. ![GitHub stars](https://img.shields.io/github/stars/neocarto/geotoolbox?style=social)
+- [geojson-merge](https://github.com/mapbox/geojson-merge) - Merge multiple GeoJSON files into one FeatureCollection. ![GitHub stars](https://img.shields.io/github/stars/mapbox/geojson-merge?style=social)
+- [geojson-vt](https://github.com/mapbox/geojson-vt) - A highly efficient JavaScript library for slicing GeoJSON data. ![GitHub stars](https://img.shields.io/github/stars/mapbox/geojson-vt?style=social)
+- [Geometric.js](https://github.com/HarryStevens/geometric) - A JavaScript library for doing geometry. ![GitHub stars](https://img.shields.io/github/stars/HarryStevens/geometric?style=social)
+- [JSTS](https://github.com/bjornharrtell/jsts) - JavaScript Topology Suite. ![GitHub stars](https://img.shields.io/github/stars/bjornharrtell/jsts?style=social)
+- [koop](https://github.com/koopjs/koop) - A JavaScript toolkit for connecting incompatible spatial APIs. ![GitHub stars](https://img.shields.io/github/stars/koopjs/koop?style=social)
+- [math.gl](https://github.com/uber-web/math.gl) - JavaScript math library focused on Geospatial and 3D use cases. ![GitHub stars](https://img.shields.io/github/stars/uber-web/math.gl?style=social)
+- [Proj4js](https://github.com/proj4js/proj4js) - Transform coordinates from one coordinate system to another. ![GitHub stars](https://img.shields.io/github/stars/proj4js/proj4js?style=social)
+- [rbush](https://github.com/mourner/rbush) - RBush is a high-performance JavaScript library for 2D spatial indexing. ![GitHub stars](https://img.shields.io/github/stars/mourner/rbush?style=social)
+- [spl.js](https://github.com/jvail/spl.js) - Makes it possible to use SpatiaLite functionality in JavaScript. ![GitHub stars](https://img.shields.io/github/stars/jvail/spl.js?style=social)
+- [statsbreaks](https://github.com/riatelab/statsbreaks) - Split a quantitative dataset into classes for thematic mapping. ![GitHub stars](https://img.shields.io/github/stars/riatelab/statsbreaks?style=social)
+- [supercluster](https://www.npmjs.com/package/supercluster) - A very fast JavaScript library for geospatial point clustering. ![GitHub stars](https://img.shields.io/github/stars/mapbox/supercluster?style=social)
+- [Turf.js](https://github.com/Turfjs/turf) - A JavaScript library for spatial analysis. ![GitHub stars](https://img.shields.io/github/stars/Turfjs/turf?style=social)
+- [topoJSON](https://github.com/topojson/topojson) - Convert GeoJSON to TopoJSON for use in D3 maps. ![GitHub stars](https://img.shields.io/github/stars/topojson/topojson?style=social)
+- [Wicket](https://github.com/arthur-e/Wicket) - A modest library for moving between Well-Known Text (WKT) and various framework geometries. ![GitHub stars](https://img.shields.io/github/stars/arthur-e/Wicket?style=social)
+
 
 ### LiDAR
 Tools for visualizing point clouds with web browsers:
 
-- [Potree](https://github.com/potree/potree) - WebGL point cloud viewer for large datasets.
 - [Plasio](https://github.com/verma/plasio) - Drag-n-drop In-browser LAS/LAZ point cloud viewer.
+- [Potree](https://github.com/potree/potree) - WebGL point cloud viewer for large datasets.
 - [Potree & Cesium.js](https://potree.org/potree/examples/cesium_retz.html) - Rezt, Austria LIDAR viewer.
 - [Three.js](https://threejs.org/examples/#webgl_loader_pcd) - Point cloud data loader.
 
@@ -115,11 +117,11 @@ Tools for visualizing point clouds with web browsers:
 
 Resources for frontend earth observation and remote sensing:
 
-- [Google Earth Engine](https://developers.google.com/earth-engine/tutorials/tutorial_api_01) - Geospatial processing service.
-- [sentinelhub-js](https://github.com/sentinel-hub/sentinelhub-js/) - Download and process satellite imagery in JavaScript or TypeScript using Sentinel Hub services.
-- [Sentinel Hub custom scripts](https://github.com/sentinel-hub/custom-scripts) - A repository of custom scripts to be used with Sentinel Hub.
-- [Spectral](https://github.com/awesome-spectral-indices) - Awesome Spectral Indices for the Google Earth Engine JavaScript API (Code Editor).
 - [EOSDIS Worldview](https://github.com/nasa-gibs/worldview) - Interactive interface for browsing global, full-resolution satellite imagery.
+- [Google Earth Engine](https://developers.google.com/earth-engine/tutorials/tutorial_api_01) - Geospatial processing service.
+- [Sentinel Hub custom scripts](https://github.com/sentinel-hub/custom-scripts) - A repository of custom scripts to be used with Sentinel Hub.
+- [sentinelhub-js](https://github.com/sentinel-hub/sentinelhub-js/) - Download and process satellite imagery using Sentinel Hub services.
+- [Spectral](https://github.com/awesome-spectral-indices) - Awesome Spectral Indices for the Google Earth Engine JavaScript API.
 
 
 ## 💾 Data sources 
@@ -128,70 +130,73 @@ A collection of geospatial open data sources:
 ### Downloads 
 Data available for download:
 
-- [OpenMapTiles](https://openmaptiles.org/) - Free OpenStreetMap Vector Tiles.
-- [OpenStreetMap](https://www.geofabrik.de/data/download.html) - A free, world-wide geographic data set.
-- [Natural Earth](https://www.naturalearthdata.com/) - Free vector and raster map data at 1:10m, 1:50m, and 1:110m scales.
-- [World Atlas TopoJSON](https://github.com/topojson/world-atlas) - A convenient redistribution of Natural Earth's vector data as TopoJSON.
-- [Copernicus global DEM](https://ec.europa.eu/eurostat/web/gisco/geodata/reference-data/elevation/copernicus-dem/elevation) - Global elevation tiles.
-- [ETOPO1](https://www.ngdc.noaa.gov/mgg/global/) - 1 arc-minute global relief model of Earth's surface that integrates land topography and ocean bathymetry.
-- [HydroSHEDS](https://www.hydrosheds.org/) - Hydrographic information in a consistent and comprehensive format for regional and global-scale applications.
-- [geoboundaries](https://www.geoboundaries.org/) - The world's largest open, free and research-ready database of political administrative boundaries.
-- [Global power plant database](https://datasets.wri.org/dataset/globalpowerplantdatabase) - A comprehensive, global, open source database of power plants.
-- [Ookla internet speed data](https://github.com/teamookla/ookla-open-data) - Provides global network performance metrics. Data is provided in both Shapefile format as well as Apache Parquet.
-- [European population grids - GISCO](https://ec.europa.eu/eurostat/web/gisco/geodata/reference-data/grids) - These datasets contain grid cells covering the European land territory, for various resolutions from 1km to 100km. Base statistics such as population figures are provided for these cells.
-- [Healthcare Services in Europe](https://ec.europa.eu/eurostat/web/gisco/geodata/reference-data/healthcare-services) - The locations of healthcare services across Europe.
-- [European Postcodes Point Data](https://ec.europa.eu/eurostat/web/gisco/geodata/reference-data/postal-codes) - The postal code point dataset shows the location of postal codes, NUTS codes and the Degree of Urbanisation classification across the EU, EFTA and candidate countries from a variety of sources.
-- [WorldPop](https://www.worldpop.org/) - Open access spatial demographic datasets built using transparent approaches. 
-- [World Bank](https://data.worldbank.org/) - Free and open access to global development data.
-- [USGS Earth Explorer](https://earthexplorer.usgs.gov/) - Query and order satellite images, aerial photographs, and cartographic products through the U.S. Geological Survey.
-- [Open Topography](https://opentopography.org/) - OpenTopography facilitates community access to high-resolution, Earth science-oriented, topography data, and related tools and resources.
-- [NASA Earth Observations](https://neo.gsfc.nasa.gov/) - Here you can browse and download imagery of satellite data from NASA's constellation of Earth Observing System satellites.
-- [Geodata.gov.gr](https://geodata.gov.gr/en/dataset) - Open geospatial data for Greece.
 - [ArcGIS Hub](https://hub.arcgis.com/) - Over 380,000 open datasets.
-- [DIVA-GIS](https://www.diva-gis.org/Data) - Free spatial data. Includes country and global level boundaries, climate, species occurence, crop and elevation data.
-- [OpenAerialMap](https://openaerialmap.org/) - An open service to provide access to a commons of openly licensed imagery and map layer services.
-- [Global Climate Monitor](https://www.globalclimatemonitor.org/) - Global open climate data available for download.
-- [Copernicus open access hub](https://scihub.copernicus.eu) - Copernicus satellite imagery download.
+- [Copernicus global DEM](https://ec.europa.eu/eurostat/web/gisco/geodata/digital-elevation-model/copernicus#Elevation) - Global elevation tiles.
+- [Copernicus open access hub](https://www.copernicus.eu/en/access-data/conventional-data-access-hubs) - Copernicus satellite imagery download.
+- [ETOPO1](https://www.ngdc.noaa.gov/mgg) - 1 arc-minute global relief model of Earth's surface.
+- [European population grids - GISCO](https://ec.europa.eu/eurostat/web/gisco/geodata/grids) - Population figures in grid cells.
+- [European Postcodes Point Data](https://ec.europa.eu/eurostat/web/gisco/geodata/administrative-units/postal-codes) - Location of postal codes across Europe.
+- [Geoboundaries](https://www.geoboundaries.org/) - The world's largest open, free political boundaries database.
+- [Global Biodiversity Information Facility (GBIF)](https://www.gbif.org/) - Open access to biodiversity data.
+- [Global Climate Monitor](https://kerdoc.cica.es/) - Global open climate data.
+- [Global power plant database](https://datasets.wri.org/dataset/globalpowerplantdatabase) - Open source database of power plants.
+- [Galileo](https://galileo.gisdata.io/) - Geospatial data discovery and management platform.
+- [Healthcare Services in Europe](https://ec.europa.eu/eurostat/web/gisco/geodata/basic-services#Healthcare) - Locations of healthcare services in Europe.
+- [HydroSHEDS](https://www.hydrosheds.org/) - Consistent hydrographic data for global applications.
+- [NASA Earth Data](https://search.earthdata.nasa.gov/search) - Search, discover, visualize, refine, and access NASA Earth Observation data in your browser with Earthdata Search.
+- [NASA Earth Observations](https://neo.gsfc.nasa.gov/) - Browse and download satellite data imagery.
+- [Natural Earth](https://www.naturalearthdata.com/) - Free vector and raster map data.
+- [OpenAerialMap](https://openaerialmap.org/) - Open service for accessing licensed imagery.
+- [OpenMapTiles](https://openmaptiles.org/) - Free OpenStreetMap Vector Tiles.
+- [OpenStreetMap](https://www.geofabrik.de/data/download.html) - Free, world-wide geographic data set.
+- [Open Topography](https://opentopography.org/) - High-resolution topography data and tools.
+- [Ookla internet speed data](https://github.com/teamookla/ookla-open-data) - Global network performance metrics.
+- [Sentinel Hub custom scripts](https://github.com/sentinel-hub/custom-scripts) - Repository of custom scripts for Sentinel Hub.
+- [USGS Earth Explorer](https://earthexplorer.usgs.gov/) - Query and order satellite images and more.
+- [World Atlas TopoJSON](https://github.com/topojson/world-atlas) - Natural Earth's vector data as TopoJSON.
+- [World Bank](https://data.worldbank.org/) - Free access to global development data.
+- [WorldPop](https://www.worldpop.org/) - Open access spatial demographic datasets.
+
 
 ### Web APIs 
 Restful APIs for consuming geospatial data on the fly:
 
-- [GISCO data distribution API](https://gisco-services.ec.europa.eu/distribution/v2/) - Official European Commission data source for administrative regions, Coastal lines, Communes, Countries, Local Administrative Units, NUTS, Urban Audit.
-- [Address API](https://gisco-services.ec.europa.eu/addressapi/docs/) - Pan-european address data. Supports geocoding, reverse-geocoding and lists of address components (e.g. all roads in a city).
-- [USGS earthquake data](https://earthquake.usgs.gov/fdsnws/event/1/) - Allows custom searches for earthquake information using a variety of parameters.
-- [movebank-api](https://github.com/movebank/movebank-api-doc) - Movebank is a free, online database and research platform for animal tracking and other on-animal sensor data. 
+- [Address API](https://gisco-services.ec.europa.eu/addressapi/docs/) - Pan-European address data with geocoding and reverse-geocoding.
+- [API Geo](https://api.gouv.fr/les-api/api-geo) - Official French geographical data API.
+- [ArcGIS location services](https://developers.arcgis.com/rest/location-based-services/) - Basemaps, Geocoding, Places, routing, and GeoEnrichment.
+- [bng2latlong](https://www.getthedata.com/bng2latlong) - Converts British National Grid to latitude and longitude.
+- [breezometer](https://docs.breezometer.com/api-documentation/introduction/) - Air Quality, Weather, Pollen, and Environmental data.
+- [Country State City API](https://countrystatecity.in/) - Database of city, state, and country data.
+- [Geoapify](https://apidocs.geoapify.com/) - Geospatial services such as maps, geocoding, and routing.
+- [geonames](http://www.geonames.org/export/web-services.html) - Supports placename lookup and reverse geocoding.
+- [Geocode.xyz](https://geocode.xyz/) - Reverse geocoding, forward geocoding, and geoparsing API.
+- [GISCO data distribution API](https://gisco-services.ec.europa.eu/distribution/v2/) - European Commission data source for administrative regions and boundaries.
+- [GraphHopper Route Optimization API](https://www.graphhopper.com/route-optimization/) - Solves various vehicle routing problems.
+- [movebank-api](https://github.com/movebank/movebank-api-doc) - Platform for animal tracking data.
+- [OpenAQ](https://openaq.org/) - Largest open-source air quality data platform.
+- [Open Charge Map API](https://openchargemap.org) - Public registry of electric vehicle charging locations.
+- [OpenCage](https://opencagedata.com/api) - Forward and reverse geocoding API using open data.
+- [Open-Meteo](https://open-meteo.com/) - Global weather forecast API.
+- [Open Notify](http://open-notify.org/Open-Notify-API/) - ISS location and number of people in space.
+- [Open Postcode Geo API](https://www.getthedata.com/open-postcode-geo-api) - British postcodes with geospatial data.
+- [OpenSky API](https://openskynetwork.github.io/opensky-api/rest.html) - Retrieve live airspace information.
+- [openrouteservice](https://openrouteservice.org/dev/#/api-docs) - Directions, isochrones, and geocoding services.
+- [OpenStreetMap](https://wiki.openstreetmap.org/wiki/Overpass_API) - Retrieve OpenStreetMap data via Overpass API.
+- [opentopodata API](https://www.opentopodata.org/) - Open Topography Data API.
 - [Overpass API](https://wiki.openstreetmap.org/wiki/Overpass_API) - Retrieve OpenStreetMap data.
-- [REST countries](https://restcountries.com/) - Get information about countries via a RESTful API.
-- [OSMNames](https://osmnames.org/api/) - The OSMNames open-source project provides raw place data in an easy-to-index form.
-- [Open Notify](http://open-notify.org/Open-Notify-API/) - Get the current location of the International Space Station (ISS) and current number of people in space!
-- [OpenAQ](https://docs.openaq.org/docs) - OpenAQ is the largest open-source air quality data platform.
-- [openrouteservice](https://openrouteservice.org/dev/#/api-docs) - Directions, Isochrones, Time-Distance Matrix, Pelias Geocoding, POIs, Elevation, Optimization.
-- [GraphHopper Route Optimization API](https://www.graphhopper.com/route-optimization/) - Solves a variety of vehicle routing problems, including the classical “traveling salesman problem”.
-- [Geoapify](https://apidocs.geoapify.com/) - Maps, address and location search, route optimization, reachability analysis, geodata access, and more.
-- [OpenCage](https://opencagedata.com/api) - Forward and reverse worldwide geocoding API using open data.
-- [breezometer](https://docs.breezometer.com/api-documentation/introduction/) - API endpoints for Air Quality, Pollen, Weather, Wildfire, Cleanest Routes and Environmental Alerts. Serves current conditions, forecasts, and historical data.
-- [ipfind](https://ipfind.io/) - Geographic location of an IP address or any domain name along with some other useful information.
-- [bng2latlong](https://www.getthedata.com/bng2latlong) - Simple API to convert an OSGB36 easting and northing (British National Grid) to WGS84 latitude and longitude.
-- [Open Postcode Geo API](https://www.getthedata.com/open-postcode-geo-api) - British postcodes with easting, northing, latitude, and longitude.
-- [Country State City API](https://countrystatecity.in/) - Full Database of city state country available in JSON, SQL, XML, YAML & CSV format.
-- [API Geo](https://api.gouv.fr/les-api/api-geo) - 	Official French geographical data API.
-- [geonames](http://www.geonames.org/export/web-services.html) - Supports placename lookup, postal Code Search, reverse geocoding, nearby populated place and nearby toponym searches.
-- [opentopodata API](https://www.opentopodata.org/) - Open Topo Data is a REST API server for your elevation data.
-- [what3words](https://developer.what3words.com/public-api) - Convert 3 word addresses to coordinates and vice versa.
-- [TomTom](https://developer.tomtom.com/api-explorer-index/documentation/product-information/introduction) - Charging stations, fuel prices, routing, geocoding, parking availability, traffic and waypoint optimization endpoints.
-- [Open Charge Map API](https://openchargemap.org/site/develop/api) - Non-commercial, non-profit global public registry of electric vehicle charging locations.
-- [OpenSky API](https://openskynetwork.github.io/opensky-api/rest.html) - Retrieve live airspace information for research and non-commerical purposes.
-- [Open-Meteo](https://open-meteo.com/) - Global weather forecast API for non-commercial use.
-- [RainViewer](https://www.rainviewer.com/api.html) - Free weather API. Offers the past (2 hours) and forecast (30 minutes) weather radar data and the past infrared satellite data.
-- [Sunrise and sunset](https://sunrise-sunset.org/api) - Sunset and sunrise times for a given latitude and longitude.
-- [Geocode.xyz](https://geocode.xyz/) - Reverse Geocoding, Forward Geocoding, Geoparsing API. Free requests throttled at 1 request per second.
+- [RainViewer](https://www.rainviewer.com/api.html) - Free weather radar and satellite data API.
+- [REST countries](https://restcountries.com/) - Get country information via a RESTful API.
+- [Sunrise and sunset](https://sunrise-sunset.org) - Provides sunset and sunrise times for locations.
+- [TomTom](https://developer.tomtom.com/api-explorer-index/documentation/product-information/introduction) - Geocoding, routing, traffic, and more.
+- [USGS earthquake data](https://earthquake.usgs.gov/fdsnws/event/1/) - Search earthquake data by various parameters.
+- [what3words](https://developer.what3words.com/public-api) - Converts 3-word addresses to coordinates.
 
 ### Collections 
 Compilations and repositories of open geospatial datasets:
 - [awesome-public-datasets](https://github.com/awesomedata/awesome-public-datasets) - An awesome repository full of open datasets from an abundance of different categories.
 - [Free GIS data](https://freegisdata.rtwilson.com/) - Links to over 500 sites providing freely available geographic datasets.
-- [WRI](https://www.wri.org/data) - World resources institute.
 - [Public APIs](https://github.com/public-apis-dev/public-apis) - A collective list of free APIs for use in software and web development.
+- [WRI](https://www.wri.org/data) - World Resources Institute.
 
 ## 📒 Notebooks 
 Some JavaScript notebooks to help you code:
@@ -234,35 +239,46 @@ A compilation of interesting web maps:
 - [Map of every building in the United States](https://www.nytimes.com/interactive/2018/10/12/us/map-of-every-building-in-the-united-states.html) - New York Times.
 - [Map of the Roman transport network](https://orbis.stanford.edu/) - The Stanford Geospatial Network Model of the Roman World.
 - [Webgl Wind](https://github.com/mapbox/webgl-wind) - A WebGL-powered visualization of wind power. Capable of rendering up to 1 million wind particles at 60fps.
+- [Statistical Atlas](https://ec.europa.eu/statistical-atlas/viewer) - A leaflet-powered atlas showcasing Eurostat's statistics.
+- [ShadeMap](https://shademap.app/) - Every mountain, building and tree shadow in the world simulated for any date and time.
+- [ClimateArchive](https://climatearchive.org/) - An interactive visualisation of climate model data across time and space.
+- [Old Maps Online](https://www.oldmapsonline.org/) - Browse historical places and search for old maps with timeline.
+- [chronotrains](https://www.chronotrains.com) - Where can you go by train in 8h?
 
 ## 🌐 Web apps 
 Plug-and-play geospatial web apps:
 
 - [city roads](https://anvaka.github.io/city-roads/) - Render every single road in any city at once.
-- [Kepler](https://kepler.gl/demo) - A powerful open source geospatial analysis tool for large-scale data sets.
-- [Plasio](https://github.com/verma/plasio) - Drag-n-drop In-browser LAS/LAZ point cloud viewer.
-- [mapshaper](https://mapshaper.org/) - Online editor for map data.
-- [geotiff.io](http://app.geotiff.io/) - GeoTIFF.io provides quick access to easy-to-use raster processing.
-- [IMAGE](https://gisco-services.ec.europa.eu/image/) - An easy-to-use tool for generating thematic maps.
-- [magrit](https://magrit.cnrs.fr/) - Magrit is an online application for thematic mapping (cartography).
-- [StoryMap JS](https://storymap.knightlab.com/) - The Open source alternative to ESRI's Story map application.
 - [Datawrapper](https://github.com/datawrapper/datawrapper) - Create charts, maps, and tables.
-- [Maputnik](https://github.com/maputnik/editor) - A free and open visual editor for the Mapbox GL styles targeted at developers and map designers.
-- [Fantasy Map Generator](https://github.com/Azgaar/Fantasy-Map-Generator) - Free web application that helps fantasy writers, game masters, and cartographers create and edit fantasy maps.
-- [uMap](https://github.com/umap-project/umap) - Lets you create a map with OpenStreetMap layers and embed it in your site.
-- [Peak Map](https://github.com/anvaka/peak-map) - Allows you to visualize elevation of any area on the map with filled area charts (also known as a ridgeline).
-- [mapus](https://github.com/alyssaxuu/mapus) - Mapus is a tool to explore and annotate collaboratively on a map.
-- [MapOnShirt](https://maponshirt.com) - A fun tool for creating colorful designs from maps and turning them into T-shirts, Posters, Cushions and more.
+- [Fantasy Map Generator](https://github.com/Azgaar/Fantasy-Map-Generator) - Free web application for creating and editing fantasy maps.
+- [geotiff.io](http://app.geotiff.io/) - Provides quick access to easy-to-use raster processing.
+- [IMAGE](https://gisco-services.ec.europa.eu/image/) - Tool for generating thematic maps.
+- [Kepler](https://kepler.gl/demo) - A powerful open-source geospatial analysis tool for large-scale datasets.
+- [magrit](https://magrit.cnrs.fr/) - An online application for thematic mapping.
+- [mapshaper](https://mapshaper.org/) - Online editor for map data.
+- [MapOnShirt](https://maponshirt.com) - Create colorful designs from maps and turn them into products.
+- [Maputnik](https://github.com/maputnik/editor) - Free and open visual editor for Mapbox GL styles.
+- [mapus](https://github.com/alyssaxuu/mapus) - Tool for collaboratively exploring and annotating maps.
+- [Peak Map](https://github.com/anvaka/peak-map) - Visualizes elevation of any area on the map with filled area charts.
+- [Plasio](https://github.com/verma/plasio) - Drag-n-drop in-browser LAS/LAZ point cloud viewer.
+- [StoryMap JS](https://storymap.knightlab.com/) - Open-source alternative to ESRI's Story Map application.
+- [TopoExport](https://topoexport.com) - Export 2D contour lines and 3D topography using open-source datasets.
+- [uMap](https://github.com/umap-project/umap) - Create maps with OpenStreetMap layers and embed them in your site.
+- [bboxFinder](http://bboxfinder.com/) - Helper page for finding bbox values from a map.
+- [geojson.io](https://geojson.io/) - A quick, simple tool for creating, viewing, and sharing spatial data.
+- [GeoJSONLint](https://geojsonlint.com/) - Use this site to validate and view your GeoJSON.
+
 
 ## 🎨 Colour advice 
 Colour usage is very important in data visualisation and cartography. Here are some tools to help you choose the best colours for your maps:
 
-- [ColorBrewer](https://colorbrewer2.org/) - Colour advice for maps, based on the research of Dr. Cynthia Brewer.
-- [viz-palette](https://www.susielu.com/data-viz/viz-palette) - This project is optimized for tweaking, copying, and pasting colors in and out of JavaScript.
-- [Chroma.js Color Palette Helper](https://gka.github.io/palettes/#/9) - This chroma.js-powered tool is here to help us mastering multi-hued, multi-stops color scales.
-- [Dicopal.js](https://github.com/riatelab/dicopal.js) - Discrete color palettes (hundreds of them!) for JavaScript.
-- [Textures.js](https://github.com/riccardoscalco/textures) - JavaScript library for creating SVG patterns. Made on top of d3.js, it is designed for data visualization. Textures are useful for the
-selective perception of different categories.
+- [CartoColor](https://github.com/CartoDB/CartoColor) - A set of custom color palettes built on top of standards for color use on maps.
+- [Chroma.js Color Palette Helper](https://gka.github.io/palettes/#/9) - Chroma.js-powered tool for mastering multi-hued, multi-stop color scales.
+- [ColorBrewer](https://colorbrewer2.org/) - Colour advice for maps, based on Dr. Cynthia Brewer's research.
+- [Dicopal.js](https://github.com/riatelab/dicopal.js) - Discrete color palettes for JavaScript.
+- [Textures.js](https://github.com/riccardoscalco/textures) - JavaScript library for creating SVG patterns, designed for data visualization.
+- [viz-palette](https://www.susielu.com/data-viz/viz-palette) - Tool optimized for tweaking, copying, and pasting colors in and out of JavaScript.
+
 
 ## 📍 Icons
 Icons to add to your GIS websites:
@@ -285,6 +301,7 @@ Videos of web mapping presentations and tutorials:
 - [A Workbook for Interactive Cartography and Visualization on the Open Web](https://github.com/uwcartlab/webmapping) - Robert Roth, Carl Sack, Gareth Baldrica-Franklin, Yuying Chen, Rich Donohue, Lily Houtman, Tim Prestby, Robin Tolochko, Nick Underwood.
 - [Thematic Mapping: 101 Inspiring Ways to Visualise Empirical Data](https://www.esri.com/en-us/esri-press/browse/thematic-mapping) - Kenneth Field.
 - [Color use guidelines for mapping and visualization](https://colorbrewer2.org/learnmore/schemes_full.html#qualitative) - Cynthia A. Brewer.
+- [Geospatial Network Visualization](https://geonetworks.github.io/) - A collection of visualization techniques for geospatial network data.
 
 
 ## Contributing
@@ -297,3 +314,6 @@ Contributions of any kind are welcome, just follow the [guidelines](./CONTRIBUTI
 ---
 
 If you have any questions about this list, please don't hesitate to contact me [@joewdavies](https://twitter.com/joewdavies) on X (formerly Twitter) or [open a GitHub issue](https://github.com/joewdavies/awesome-frontend-gis/issues/new).
+
+[frontendgis.md Github](https://github.com/joewdavies/awesome-frontend-gis
+)