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Global Risks Index

The Global Risks Index · Geodata · 29 services

Maps, tiles, rasters and GeoAI

Real basemaps, vector tiles at country, subnational and hexagon resolution, satellite imagery, cloud-optimised rasters, open catalogues and spatial science, each with an honest state and a licence check.

Page GRX-GEOEdition Baseline Edition 2026Evidence close 2026-09-30Values not yet publishedMethod v1.0.0-draft
29
services
1
live on these pages
9
built and tested
28
sources checked

01நிலை

What runs today

29 services. 1 run on these pages now; the rest say what they wait on. A state comes from the platform’s code, routes and tests, never from a catalogue entry alone.

Live on these pages
1 · Runs in the visitor’s browser on risksindex.com now.
Built and tested in the platform
9 · Implemented in the Foundry with tests that name it; reaches these pages or the enterprise API when its condition is met.
Built in the platform
7 · Implemented in the Foundry; no test naming it was found.
Waiting on a deployment or licence
11 · Code exists, but it needs a deployed engine, a data build or a licence admission before it can serve.
Held by the licence register
0 · The licence register does not admit the source for this use.
Not built
1 · Registered as a capability only; no implementation exists.
Open on these pages
No sign-in and no key; runs in the browser.
Open public API
The open, read-only NXS-GRX (canonical data, provenance and risk) public API.
Enterprise and public-sector plans
Through the enterprise API with a the Foundry account and an entitled plan; vector tiles need the Enterprise or public-sector plan.
The Foundry tenants
Inside the Foundry for tenants; reached from enterprise plans as the platform admits them.
02வரைபடங்கள்

Maps and basemaps

4 services. Interactive maps on real basemaps, in globe and 2D views.

Service இது என்ன செய்கிறது Access நிலை Licence register
Risk Observatory mapMapLibre style spec · GeoJSON Country values, hazard fields and context facts on one map in globe and 2D views, with inspector, time scrubber and legend. Live events and imagery connect through NXS-GRX.Open the observatory Open on these pages Live on these pages naturalearth.admin0.110mapproved
Self-hosted vector basemapPMTiles · MVT · OpenMapTiles OpenStreetMap basemap in the OpenMapTiles profile, served as PMTiles from the platform’s own map data. Open public API Waiting on a deployment or licenceNeeds the platform map-data build. osm.planet.omt.self-hostedapproved with conditions
Terrain and elevationTerrarium · COG Copernicus DEM GLO-30 terrain tiles in Terrarium encoding, and point elevation sampling. Open public API Waiting on a deployment or licenceNeeds the platform map-data build. copernicus.dem.glo30approved with conditions
Administrative boundariesGeoJSON · ISO 3166 · UN M49 Country, ADM1 and ADM2 boundaries with a per-country licence gate and parent-child hierarchy. The Foundry tenants Built and tested in the platform geoboundaries.gbopenapproved with conditionsocha.cod-abapproved with conditions
03Tiles

Vector tiles

4 services. Risk products as vector tiles at country, subnational and hexagon resolution.

Service இது என்ன செய்கிறது Access நிலை Licence register
NXS-GRX risk product tilesMVT · H3 · ETag Published risk products as vector tiles keyed to ISO3, geoBoundaries ADM1 and ADM2, or H3 cells, with withheld features counted in response headers and strong ETags.GET /api/v1/public/grix/risk-products/tiles/{metric}/{z}/{x}/{y}.mvt Open public API Built and tested in the platformReaches these pages when the public API admits risksindex.com. –
Tenant risk product tilesMVT · H3 Your scope’s spatial risk products as tiles, with product history and replay after a correction. Enterprise and public-sector plans Built and tested in the platform –
Hexagon lens tilesMVT · TileJSON 3.0 · H3 Factor values on H3 cells or support polygons as tiles, with TileJSON descriptors. The Foundry tenants Built and tested in the platform –
Tile enginesPMTiles · MVT · TileJSON 3.0 PMTiles range serving and Martin vector tiles from governed tables, behind a tile product catalogue. The Foundry tenants Waiting on a deployment or licenceNeeds the tile engines deployed. –
04Raster

Raster and imagery

4 services. Satellite imagery, cloud-optimised rasters and Earth-observation datacubes.

Service இது என்ன செய்கிறது Access நிலை Licence register
Satellite imagery overlaysWMTS · XYZ tiles Six NASA GIBS layers: VIIRS true colour, GOES-East GeoColor every 10 minutes, IMERG precipitation every 30 minutes, night lights, TROPOMI nitrogen dioxide and MODIS vegetation index. Open on these pages Waiting on a deployment or licenceConnects through NXS-GRX when its public API admits risksindex.com; pages never call providers directly. nasa-gibsapproved with conditions
Cloud-optimised raster tilesCOG · WebMercatorQuad · TiTiler Tiles, previews and statistics from COGs, including Sentinel-2 Level-2A and Copernicus DEM. The Foundry tenants Waiting on a deployment or licenceNeeds the raster engine deployed. copernicus.sentinel2.l2a.cogsapproved with conditionscopernicus.dem.glo30.cogsapproved with conditions
STAC mosaic tilesSTAC · COG · WebMercatorQuad Tiles from a STAC search, mosaicked on the fly. The Foundry tenants Waiting on a deployment or licenceNeeds the raster engine deployed. –
Earth-observation datacubesSTAC · COG Temporal composites over versioned EO datasets. The Foundry tenants Built and tested in the platform –
05APIs

Catalogues and standard APIs

4 services. Open standards for finding, processing and indexing geodata.

Service இது என்ன செய்கிறது Access நிலை Licence register
STAC APISTAC API Core Collections, items and search over the platform’s spatial catalogue. No STAC conformance claim is made. The Foundry tenants Built in the platform –
OGC API ProcessesOGC API Processes Processes and asynchronous jobs. No OGC conformance claim is made. The Foundry tenants Built in the platform –
OGC API DGGSOGC API DGGS 1.0 · H3 Zones and zone data on discrete global grids, including H3. The Foundry tenants Built in the platform –
3D Tiles and point clouds3D Tiles · COPC 3D tilesets and range-streamed COPC point clouds. The Foundry tenants Waiting on a deployment or licenceNeeds 3D data built for the platform. –
06Science and GeoAI

Spatial science and GeoAI

9 services. Exposure, geostatistics, change detection and machine learning on geodata, each a registered model registry method.

Service இது என்ன செய்கிறது Access நிலை Licence register
Exposure on H3 cellsH3 · GeoJSON Gridded or feature exposure (population, assets) aggregated to H3 cells, conserving totals.Method risk.capability.exposure-asset-intelligence.population.exposure.v1 · kernel exposure.grid_to_h3_cells Enterprise and public-sector plans Built and tested in the platform worldpop.populationapproved with conditionsjrc.ghslapproved with conditions
Geostatistical interpolation Ordinary kriging from point measurements to a surface, with prediction variance.Method risk.capability.universal-mathematics-statistics.geostatistics.v1 · kernel geostatistics.ordinary_kriging Enterprise and public-sector plans Built and tested in the platform –
Spatial autocorrelation Moran’s I for clustering in a mapped variable.Method risk.capability.universal-mathematics-statistics.spatial.statistics.v1 · kernel spatial.morans_i Enterprise and public-sector plans Built in the platform –
Spatially blocked validation Blocked cross-validation metrics with a leakage check, so a model is not scored on its neighbours.Method risk.capability.scientific-assurance.cross.validation.v1 · kernel spatial_validation.blocked_metrics Enterprise and public-sector plans Built and tested in the platform –
Conflict exposure on H3 cellsH3 Population and assets within reach of conflict events, on H3 cells.Method risk.capability.geopolitical-conflict-human-security.conflict.exposure.v1 · kernel conflict.exposure_h3 Enterprise and public-sector plans Built in the platform –
Change detection from imageryCOG Spectral-index differencing and damage classes between two comparable scenes. The Foundry tenants Built and tested in the platform –
GeoAI labellingGeoJSON Label projects with prompt-based segmentation, review and export. The Foundry tenants Built in the platform –
Earth-observation foundation models Fine-tuned foundation models for segmentation and detection. The licence register admits no model weights today, so requests are refused. The Foundry tenants Waiting on a deployment or licenceNeeds model weights admitted by the licence register. –
Spatial risk fieldsH3 Recipes that compile hazard, exposure and vulnerability into H3 fields you can query. The Foundry tenants Built in the platform –
07Live

Live feeds and nowcasting

4 services. Events and near-real-time observations, shown with their source and fetch time.

Service இது என்ன செய்கிறது Access நிலை Licence register
Natural eventsGeoJSON Open NASA EONET events from the past 20 days: wildfires, storms, volcanoes and floods. Open on these pages Waiting on a deployment or licenceConnects through NXS-GRX when its public API admits risksindex.com; pages never call providers directly. nasa.eonet.eventsapproved with conditions
EarthquakesGeoJSON USGS summary feeds of magnitude 4.5 and above. Open on these pages Waiting on a deployment or licenceConnects through NXS-GRX when its public API admits risksindex.com; pages never call providers directly. usgs.earthquake.summary-feedsapproved with conditions
Precipitation and cloud nowcast imageryWMTS IMERG precipitation every 30 minutes and GOES-East GeoColor every 10 minutes, as imagery. Open on these pages Waiting on a deployment or licenceConnects through NXS-GRX when its public API admits risksindex.com; pages never call providers directly. nasa-gibsapproved with conditions
Nowcasting models Short-range forecasts from observations. Only a health nowcasting capability is registered; no kernel exists.Method risk.capability.health-epidemiology.health.nowcasting.v1 Enterprise and public-sector plans Not built –
08A run

From imagery to a mapped risk product

Imagery passes the licence gate before analysis, scenes are made comparable before differencing, and no-data stays no-data all the way to the tiles.

on: area of interest submitted

From satellite imagery to a mapped risk product

In progressTriggered by You9 jobs2 approval gates1 matrix job5 checks1 deployment

Graph
01Find
02Find
03Find
04Prepare
05Analyse
06Analyse
07Check
08Check
09Deliver

100%
Timeline
Job0 h5 h10 h15 h20 h25 hTarget
Area and questionYouinstant
Search the catalogueNXS-GRX run serviceinstant
Licence gateNXS-GRX run serviceinstant
Make scenes comparableNXS-GRX run service1 h
Detect changeNXS-GRX run service1 h
Exposure on H3 cellsNXS-GRX run service1 h
Spatial checksNXS-GRX run serviceinstant
Analyst reviewAnalyst1 d
Publish as tiles and mapNXS-GRX Platforminstant

End to end on the longest path: about 1.1 d of proposed target service levels. Gates wait for the people named; bars with a fading end have no fixed length.

Steps
  1. Area and question

    Find · You · instant
    Draw or upload an area, or pick ADM units · Event window and baseline window · Question: what changed, who and what is exposed
    Geocoder and entity matcher
  2. Search the catalogue

    Find · NXS-GRX run service · instant
    STAC search by area, time and cloud cover · Scenes from the same sensor and processing level · Scene list kept with its query
    Earth-observation pipelineGeocoder and entity matcher
  3. Licence gate approval

    Find · NXS-GRX run service · automatic
    Each source checked in the licence register for the use · Rows under legal review are refused · Attribution and obligations attached
    Licence register
  4. Make scenes comparable

    Prepare · NXS-GRX run service · 1 hour
    Same grid, CRS and resolution · Cloud, shadow and no-data masked · Processing-baseline offsets corrected
    Earth-observation pipeline
  5. Detect change

    Analyse · NXS-GRX run service · 1 hour
    Spectral-index differencing · Damage or change classes with thresholds stated · Masked pixels stay no-data, never zero
    Earth-observation pipelineTested model kernels
  6. Exposure on H3 cells matrix ·

    Analyse · NXS-GRX run service · 1 hour
    Population and assets aggregated to H3 · Totals conserved across resolutions · Change overlaid on exposure
    H3 exposure kernelsTested model kernels
  7. Spatial checks

    Check · NXS-GRX run service · automatic
    CRS and units checked end to end · Withheld features counted · Accuracy assessed on held-out areas
    Verification engineProvenance (W3C PROV)
  8. Analyst review approval

    Check · Analyst · 1 day
    Map and figures reviewed · Limits and confidence written · Approve or send back
    Usage and SLO monitoring
  9. Publish as tiles and map

    Deliver · NXS-GRX Platform · instant
    Vector tiles at ADM and H3 · Map, legend and attribution with the product UNI · Lineage to every scene and source
    Vector tilesPublic cut APINS-1 UNI catalogue
Artefacts
Artefact Job Who Stage
Area of interest Area and question You Find
Scene list Search the catalogue NXS-GRX run service Find
Licence decision Licence gate NXS-GRX run service Find
Analysis-ready pair Make scenes comparable NXS-GRX run service Prepare
Change raster Detect change NXS-GRX run service Analyse
Exposure cells Exposure on H3 cells NXS-GRX run service Analyse
Check report Spatial checks NXS-GRX run service Check
Review record Analyst review Analyst Check
Spatial risk product Publish as tiles and map NXS-GRX Platform Deliver
Tiles Publish as tiles and map NXS-GRX Platform Deliver
DoneIn progressWaiting for approvalQueuedApproval gateMatrix jobTest jobDeploymentYou are here
Search imagery, pass the licence gate, make scenes comparable, detect change, put exposure on H3 cells and publish a spatial risk product as tiles, with every scene and source in its lineage. The canvas shows where a request stands at the marked job; it is illustrative, not the status of a real request. Durations are proposed target service levels. Select a job for its steps, the people who act, the technology it runs on and what it produces.
09மூலங்கள்

Geospatial sources and their licences

Public availability is not permission. Live data reaches these pages only through NXS-GRX, which admits a source only when the licence register approves it; rows under legal review or prohibited stay off.

மூலம் Title Licence state Commercial use First obligation
naturalearth.admin0.110m Natural Earth 1:110m Admin 0 Countries (bundled same-origin GeoJSON) approved allowed Courtesy attribution "Made with Natural Earth"
osm.planet.omt.self-hosted Nexus self-hosted OpenStreetMap planet basemap (Planetiler OpenMapTiles profile, PMTiles) approved with conditions allowed OSM attribution must remain visible (© OpenStreetMap contributors)
osm.versatiles.shortbread VersaTiles OSM Shortbread vector tiles (OSM-derived COP catalogue) approved with conditions allowed OSM attribution must remain visible
osm.openfreemap.liberty OpenFreeMap Liberty / planet vector tiles (OSM-derived style lineage; public host not used at runtime) approved with conditions allowed OSM attribution (OpenFreeMap credit only where its style assets are redistributed)
overture.buildings Overture Maps buildings theme (GeoParquet) approved with conditions allowed Attribution on every use: © OpenStreetMap contributors, Overture Maps Foundation, plus the per-source credits the release lists (Esri Community Maps contributors CC BY 4.0, Google Open Buildings CC BY 4.0)
overture.divisions Overture Maps divisions theme (administrative divisions and boundaries; GeoParquet, ODbL family) approved with conditions allowed © OpenStreetMap contributors. Available under the Open Database License. (and Overture Maps Foundation)
microsoft.global-ml-building-footprints Microsoft Global ML Building Footprints (permissive family) approved with conditions allowed Keep the CDLA-Permissive-2.0 licence text with redistributed data
google.open-buildings.v3 Google Open Buildings v3 polygons (used under CC BY 4.0, permissive family) approved with conditions allowed Attribution: Google Open Buildings (CC BY 4.0); cite Sirko et al. 2021
geoboundaries.gbopen geoBoundaries gbOpen administrative boundaries API (ADM0-ADM5) approved with conditions allowed Cite geoBoundaries (Runfola et al. 2020) and each boundary’s original source (boundarySource)
ocha.cod-ab UN OCHA Common Operational Datasets, Administrative Boundaries (COD-AB, P-codes) on HDX approved with conditions allowed Attribution: OCHA COD-AB via HDX, the dataset_source and the licence on every product (CC BY-IGO: credit, link, indicate changes)
copernicus.dem.glo30 Copernicus DEM GLO-30 (30 m global DSM), self-hosted Terrarium terrain archive approved with conditions allowed Attribution line required where the data paints (see the register row).
copernicus.sentinel2.l2a.cogs Sentinel-2 Level-2A surface reflectance COGs (AWS Open Data, Earth Search catalogue) approved with conditions allowed Attribution: Contains modified Copernicus Sentinel data [year]
esa.worldcover.10m ESA WorldCover 10 m land cover (2020 / 2021) COGs approved with conditions allowed Attribution: (c) ESA WorldCover project [year] / Contains modified Copernicus Sentinel data [year] processed by ESA WorldCover consortium
copernicus.clms.land Copernicus Land Monitoring Service products (CORINE, high-resolution layers, global land products) approved with conditions allowed Attribution: Generated using European Union’s Copernicus Land Monitoring Service information (add the dataset DOI where one exists)
copernicus.ems.rapid-mapping Copernicus Emergency Management Service rapid mapping activations and products approved with conditions allowed Attribution: Contains modified Copernicus Emergency Management Service information [Year] (or: Generated using Copernicus Emergency Management Service information [Year] when not modified)
copernicus.glofas GloFAS global flood forecasts and reanalysis (CEMS-Floods, Early Warning Data Store) approved with conditions allowed Attribution: Generated using Copernicus Emergency Management Service information [Year] (or: Contains modified Copernicus Emergency Management Service information [Year])
ecmwf.era5.cds ERA5 reanalysis via the Copernicus Climate Data Store (C3S / ECMWF) approved with conditions allowed Attribution: Contains modified Copernicus Climate Change Service information [Year]
jrc.ghsl Global Human Settlement Layer (GHSL, European Commission JRC) approved with conditions allowed Attribution: GHSL – Global Human Settlement Layer, European Commission JRC, [release] (cite the release reference publication)
worldpop.population WorldPop gridded population and REST API (University of Southampton) approved with conditions allowed Attribution: WorldPop (www.worldpop.org), University of Southampton
nasa.eonet.events NASA Earth Observatory Natural Event Tracker (EONET) v3 events approved with conditions allowed Attribution: NASA Earth Observatory Natural Event Tracker (EONET)
noaa.goes.aws NOAA GOES-16/18/19 ABI and GLM on AWS (NOAA Open Data Dissemination) approved with conditions allowed Attribution: Source: NOAA
noaa.mrms.aws NOAA Multi-Radar/Multi-Sensor System (MRMS) on AWS (NOAA Open Data Dissemination) approved with conditions allowed Attribution: Source: NOAA
usgs.earthquake.summary-feeds USGS Earthquake Hazards Program GeoJSON summary feeds for the Maps live earthquake layer approved with conditions allowed Acknowledge "U.S. Geological Survey" wherever events are shown
nasa.firms.area-active-fires NASA FIRMS near-real-time active fire detections (area API, VIIRS / MODIS) for the Maps live fire layer legal review required legal review required Cite NASA FIRMS (LANCE / EOSDIS) wherever detections are shown
jrc.global-river-flood-hazard-maps JRC global river flood hazard maps (flood depth by return period, European Commission JRC) legal review required legal review required Legal/IP records licence name, version, URL, attribution text and allowed channels before any use
ucsb-chc.chirps CHIRPS quasi-global gridded precipitation (UC Santa Barbara Climate Hazards Center) legal review required legal review required Legal/IP records licence name, version, URL, attribution text and allowed channels before any use
gadm.boundaries GADM database of Global Administrative Areas prohibited prohibited Never ingest, render or redistribute
eox.sentinel2-cloudless EOxCloudless / Sentinel-2 cloudless mosaics (all years), BLOCKED (commercial use needs an EOX licence) prohibited prohibited Never use without an EOX commercial licence
Map service வழங்குநர் Review state Terms
nasa-gibs NASA (Global Imagery Browse Services) approved with conditions Terms

Connects through NXS-GRX when the public API admits risksindex.com; pages never call providers directly.

10வடிவங்கள்

Open formats and standards

MVT

Vector tiles of risk products, boundaries and basemaps.

PMTiles

Single-file tile archives served by range request

TileJSON 3.0

Tile set descriptors

COG

Cloud-optimised GeoTIFF rasters read by range

STAC

Catalogues of scenes, items and assets

H3

Hexagonal cells for exposure, fields and tiles

OGC API

Processes and DGGS

GeoJSON

Features, events and boundaries

3D Tiles and COPC

3D tilesets and point clouds

WMTS and XYZ

Imagery tiles

11Honesty

What these states do not mean

  • Built and tested means code and tests exist in the platform; it is not a claim that the service is deployed or operating.
  • The STAC and OGC APIs make no conformance claim to STAC or OGC.
  • No GeoAI model runs today: the licence register admits no model weights.
  • Live feeds are indicative events with their source links; they are not authority warnings.

Bring your own areas and assets

Enterprise and public-sector plans run exposure, change and fields on your scope, and publish them as tiles.