GWDD V2, ICRAF Wood Density, TWDD (Chave et al.), and Xylodens Europe — collectively spanning 16,000+ species for robust above-ground biomass estimation.

TRY aggregates 15M+ plant trait records across 280K species. BAAD provides allometric equations for structural biomass estimation calibrated against destructive field harvests.

The Domestic Animal Diversity Information System (FAO) and Domestic Animal Genetic Resources Information System (ILRI) provide the global authoritative data on livestock breeds, traits, and critical biophysical limits.

Nutrient Network grassland biomass measurements from 130+ global sites. Smithsonian Coastal Carbon Atlas for blue carbon accounting in mangroves, salt marshes, and seagrasses.

IEC wind energy standards, ADE20K and iNaturalist taxonomies, OpenLandMap soil texture, Open-Meteo climate samples, and CIFAR-10 regression benchmarks.

ECOCROP defines thermal and moisture suitability envelopes for 2,300 crop species. GraS-DB provides pasture functional trait data for rangeland carrying-capacity modeling.

IPCC Emission Factor Database provides the regulatory backbone for Tier 3 agricultural GHG calculations. USDA GRACEnet delivers field-measured SOC and C:N ratios for carbon credit verification.

Global Agricultural Research Data Innovation & Acceleration Network — a federated repository of baseline field measurements, trial data, and model outputs for staple food crops.

Spatial-temporal patch framework bridging EO data cubes with ML pipelines — enabling tiled, time-aware satellite feature engineering at continental scale.

Zero-cost ingress of Sentinel-1 SAR, Sentinel-2 optical, Sentinel-3 LST, Sentinel-5P air quality, and Copernicus DEM 30m global elevation — all streamed as Cloud-Optimized GeoTIFFs.

ERA5 reanalysis at 0.25° resolution — the gold standard for historical temperature, precipitation, soil moisture, boundary-layer height, and wind shear spanning 1940–present.

NASA POWER Project

Daily point-based agro-climatology data covering surface solar irradiance, photosynthetically active radiation, and longwave emission — validated against 18,000+ ground stations.

NASA Earthdata & OB.DAAC

ICESat-2 ATL13 photon-counting lidar for sub-decimeter inland bathymetry, and OBDAAC for chlorophyll-a, turbidity, and sea-surface temperature from ocean color sensors.

Landsat Collection 2 multispectral imagery for 50-year land-use change, NOAA GOES-16/18 cloud-top heights for convective nowcasting, and MODIS Terra/Aqua NDVI time series.

CHIRPS v2.0 (UCSB), PERSIANN-CCS-CDR (UC Irvine), MSWEP V2.8 (GloH2O), and NASA GPM IMERG — blended for bias-corrected daily rainfall at 0.05° across Africa and Asia.

SoilGrids 2.0 delivers global pH, soil organic carbon, bulk density, and texture at 250m resolution via REST API and zero-download COG tiles — fully accessible without local storage.

SpaceEye cloud-removal fusion synthesizes gap-free optical imagery from Sentinel-2 and Landsat, enabling reliable land-use change detection under persistent cloud cover.

AW3D30 provides 1-arcsecond global DEM for terrain routing; PALSAR-2 L-Band SAR penetrates forest canopy for sub-canopy flood mapping; GSMaP delivers near-real-time rainfall.

High-resolution atmospheric weather forecasting delivering active wind stress and surface heat flux tensors to drive 3D ocean dynamics.

IBTrACS historical best-track records, UN GDACS real-time disaster feeds, CYGNSS ocean surface wind retrieval, and HURSAT storm-centered IR imagery for parametric trigger modeling.

High-resolution global satellite photography (0.3m–1m sub-meter), Esri Clarity (zero-cloud curated imagery for sharp building/infrastructure analysis), ArcGIS Streets vector building footprints, and World Topographic terrain layers. Integrated via platform-level pooled licensing. Sources: Esri, Maxar, Earthstar Geographics, USDA, USGS, AeroGRID, IGN, IGP, and the GIS User Community.

Global cloudless optical satellite mosaic at 10m native spatial resolution derived from ESA Copernicus Sentinel-2 multispectral imagery. Licensed under Creative Commons Attribution 4.0 International (CC BY 4.0) for unrestricted open commercial use with attribution.

USGS The National Map (High-Res 0.15m–1m Orthoimagery)

High-resolution sub-meter aerial and satellite orthoimagery (0.15m–1m resolution) across the United States from the USGS National Geospatial Program and USDA NAIP. Public Domain (US Government work, 17 U.S.C. § 105) — 100% free and unrestricted for commercial multi-tenant SaaS.

High-resolution nationwide seamless aerial photography and standardized digital cartography published by the Geospatial Information Authority of Japan (GSI).

High-precision transparent vector tile overlay delivering sovereign national borders, state/provincial boundaries, administrative divisions, water bodies, and global city labels without client-side vector payload overhead.

CARTO Basemaps & Reference Labels

High-performance open-source raster and vector label tiles (Dark Only Labels, Light Only Labels, Positron, Dark Matter) styled over OpenStreetMap data for dark-mode cartography and high-contrast night ops.

OpenStreetMap (OSM) Foundation

Open global cartographic, street, address, and building vector basemap data maintained by the OpenStreetMap community. Distributed under the Open Database License (ODbL). Cartography licensed under CC-BY-SA.

OpenAerialMap (OAM) & Humanitarian OpenStreetMap Team (HOT)

Open global repository of high-resolution 10cm–30cm drone and aerial photography curated by Humanitarian OpenStreetMap Team (HOT), Development Seed, Azavea, and Stamen. Dynamic Tile Map Services (TMS) generated on the fly via TiTiler. Licensed under Creative Commons Attribution 4.0 (CC-BY 4.0) for open commercial use.

Nationwide high-resolution aerial imagery down to 5cm in urban areas and 10m satellite coverage across New Zealand. Licensed under Creative Commons Attribution 4.0 (CC BY 4.0).

Gold-standard Swiss national orthophoto mosaic (10cm–50cm resolution) published by swisstopo under Swiss Open Government Data (OGD) terms.

High-resolution nationwide aerial orthophotography (20cm–50cm) and LiDAR digital surface models published by the French National Institute of Geographic and Forest Information (IGN). Open public data (Licence Ouverte).

National Plan for Aerial Orthophotography (PNOA) delivering 25cm high-resolution aerial photography covering the Spanish territory under CC-BY 4.0.

Open Source Geospatial Foundation (OSGeo) standards, QGIS Server Web Client (QWC2), and GRASS GIS topology engines powering high-fidelity spatial data stream generation, coordinate transformations, and geospatial boundary validation.

Live yield and total-value-locked API feeds pegging RWA NAVs to on-chain protocol performance — enabling automated daily interest rebasing without centralized custodians.

MEV-resistant Dutch Auction routing delivers tokenized assets to KYC-verified institutional solvers — ensuring best-execution pricing with identity-bound settlement.

Global benchmark commodity futures and publicly accessible World Bank Development Indicators power the parametric trigger engine for RWA valuation adjustments.

The premier identity-bound smart-contract compliance standard ensuring every RWA transfer enforces on-chain AML/KYC rules, investor whitelisting, and jurisdictional transfer restrictions.

Chainlink Decentralized Oracle Networks (DONs) and CCIP for cross-chain routing. Web3Auth Multi-Party Computation (MPC) enclaves for Zero-Knowledge BYOK wallet generation.

Pluggable Bring-Your-Own-Provider (BYOP) and Bring-Your-Own-Key (BYOK) architecture. Institutional operators integrate their own licensed API keys and private risk scoring models; Celestial Aetheris does not hold direct commercial ties with credit bureaus.

Publicly accessible commodity market data ingested from USDA MARS, FAOSTAT, IMF Primary Commodities, World Bank WDI, WFP VAM, CEPEA Brazil, and AMIS G20 open portals.

Software adapters supporting standardized turbulent flux data formats (e.g. LI-COR, Campbell Scientific) allowing tenants to connect their own deployed flux towers for Net Ecosystem Exchange (NEE) carbon verification.

Standardized edge connectors for tenant-owned solar inverters, battery management systems, and wind turbine PLCs to ingest and cryptographically sign metered kWh generation data.

Open data ingestion drivers for tenant-operated acoustic Doppler and digital flow meters, allowing water authorities and agricultural operators to stream discharge telemetry directly.

Publicly accessible Common Operational Datasets (COD) administrative boundaries and population indicators accessed from the open HDX repository under open-access (CC-BY / ODC-BY) licenses for non-commercial risk modeling.

Publicly published famine early warning reports, food security outlooks, and IPC Phase classification reference tables accessed strictly via open web portals for macro baseline reference.

Historical monthly bulletins and public early warning reports published openly on public government web portals, used solely as baseline calibration data. Celestial Aetheris has no direct ministerial contact, commercial affiliation, or formal partnership.

Real-time planetary K-index, GOES X-ray flux, and solar proton flux feeds powering heliophysics risk analytics (geomagnetic G-scale, radio blackout R-scale, solar radiation S-scale). U.S. Government public data, consumed keyless from the public SWPC JSON services.

Bird observation data enriching avian collision-risk scoring (species richness and seasonal presence near infrastructure sites). Consumed via the eBird API under the Cornell Lab Terms of Use with attribution; a keyless coarse mode (BirdLife/CMS flyway corridors with seasonal windows) applies when no platform or tenant eBird key is provisioned (BYOP).

Published migration flyway corridor geometry (9 global corridors) and documented peak migration seasons from BirdLife International and the CMS (Bonn Convention), staged as the keyless coarse-mode baseline for avian risk. Reference data only — not species observations.

Global 30m digital surface model (ESA/Copernicus) streaming as keyless cloud-optimized GeoTIFFs from the public AWS Open Data mirror — powering drone terrain profiles, above-ground-level limits, and slope/aspect flight-safety analytics inside the eo_learn engine.

European actual-total-load series (BYOP): when a platform or tenant ENTSO-E token is provisioned, energy demand forecasts calibrate from normalized degree-day indices into absolute MWh via regression against real transmission-level load. Keyless mode discloses index-only output.