Satellite Data Sources
Every data source behind the Map, the Watchfloor, and Delta Agent — what it is, how sharp it is, how often it refreshes, and how to credit it. All open data, all in your browser.
Quick answer — which data sources are available
Imagery — Sentinel-2 optical (10 m, 13 bands), Sentinel-1 C-band SAR (10 m, VV/VH), NISAR L-band SAR (10 m, HH/HV, provisional calibration), VIIRS nighttime lights (NASA Black Marble, ~500 m), and NASA FIRMS active fire (375 m, daily). Event intelligence — global news reporting (with links to the original articles) and official hazard feeds (USGS earthquakes, volcanic-ash SIGMETs), read and placed automatically with no human review. Reference — OpenStreetMap and Wikidata places, Copernicus DEM terrain, CelesTrak orbits, Open-Meteo weather and FRED market context. You can also upload your own GeoTIFF, COG, or GeoJSON data.
Satellite Imagery
Sentinel-2 Optical
OpticalESA Copernicus Programme
High-resolution multispectral optical imagery. Thirteen spectral bands from visible through near-infrared and shortwave infrared make it the workhorse for vegetation, land cover, and water analysis.
Resolution
10 m (visible/NIR)
Bands
13 spectral bands
Revisit
~5 days (constellation)
Level
L2A surface reflectance
Typical uses: True color and false color composites, NDVI / EVI / NDWI vegetation and water indices, crop and forest monitoring, land-cover change.
Attribution: Contains modified Copernicus Sentinel data [year]
Open Sentinel-2 ViewerSentinel-1 C-Band SAR
RadarESA Copernicus Programme
C-band Synthetic Aperture Radar that images the surface day or night and sees straight through cloud, smoke, and light rain. Delivered as GRD products in VV and VH polarizations.
Resolution
~10 m (IW mode)
Polarization
VV, VH
Revisit
6-day repeat cycle
Frequency
C-band, 5.405 GHz
Typical uses: Flood mapping, surface-change detection, vessel detection, and all-weather monitoring where optical imagery is blocked by clouds.
Attribution: Contains modified Copernicus Sentinel data [year]
Open Sentinel-1 SAR ViewerNISAR L-Band SAR
RadarNASA / ISRO, distributed by ASF DAAC
L-band Synthetic Aperture Radar from the joint NASA-ISRO mission. Its ~24 cm wavelength penetrates vegetation canopy that C-band radar only sees the top of, reaching branches, trunks, and the ground beneath. Delivered as geocoded covariance (GCOV) products in HH and HV polarizations.
Resolution
10 m (frequency A)
Polarization
HH, HV
Revisit
12-day repeat cycle
Frequency
L-band, 1.239 GHz
Typical uses: Forest structure and biomass, flooding under tall canopy, and change detection where C-band loses coherence over vegetation.
Note: The public NISAR collection is provisionally calibrated. Backscatter values should be read as indicative rather than measured.
Attribution: Contains NASA/ISRO NISAR data processed by ASF DAAC
Open NISAR L-Band ViewerVIIRS Nighttime Lights
NighttimeNASA Black Marble (VJ146A2 / VNP46A2)
The VIIRS Day/Night Band measures visible light at night. NASA Black Marble products are calibrated and atmospherically corrected, turning city lights into a proxy for human activity.
Resolution
~500 m
Product
Black Marble VJ146A2 (NOAA-20); VNP46A2 (Suomi NPP) before 2019-08-28
Revisit
Daily
Sensor
VIIRS Day/Night Band
Typical uses: Tracking urban development and electrification, estimating economic activity, and detecting power outages after disasters. The same product is the input to Night-Light Anomalies (/night-light-anomalies): nights on which a listed city’s measured lights were below half of its own usual level, recorded as events on the Watchfloor. Those records state that the light fell and never a cause.
Attribution: NASA Black Marble VJ146A2 (NOAA-20); VNP46A2 (Suomi NPP) for dates before 2019-08-28
Open Nighttime LightsNASA FIRMS Active Fire
Active FireNASA FIRMS
Near real-time thermal fire detections from VIIRS and MODIS. Hotspots are updated daily and overlaid directly on the map — no account or API key required to browse.
Resolution
375 m (VIIRS), 1 km (MODIS)
Latency
Near real-time, daily
Sensors
VIIRS, MODIS thermal
Cost
Free to browse
Typical uses: Wildfire situational awareness and monitoring fire spread. The same VIIRS detections are also the input to Thermal Anomalies (/thermal-anomalies): heat sources far above the recent level of the same spot, recorded as events next to reporting on the Watchfloor.
Attribution: NASA FIRMS
Open Active Fire MapYour Own Data
Bring Your OwnUploaded by you
Bring GeoTIFF, Cloud-Optimized GeoTIFF, or GeoJSON files and combine them with satellite imagery on a single map. Your data stays alongside the open sources for custom analysis.
Raster
GeoTIFF, COG
Vector
GeoJSON
Use
Overlay with satellite layers
Reference
OpenStreetMap basemaps
Typical uses: Overlaying field boundaries, custom AOIs, survey results, or third-party rasters together with Sentinel and VIIRS imagery.
Attribution: You retain ownership of uploaded data
Upload Your DataEvent, Weather & Context Data
What powers the Watchfloor, Delta Agent, and Reports — the news-event stream, its original sources, hazards and weather, the reference basemap, and how signals are enriched and geolocated.
Global News Reporting
Event IntelligenceGlobal news media (discovered through the GDELT Project)
Worldwide news articles, read for what happened, where and when, and folded into one record per real-world event. This is the backbone of the Watchfloor, the Watchlist, the Reports and the API.
Update
Continuous
Coverage
Global, multilingual
Unit
One record per event, not per article
Record starts
September 2026
Typical uses: Discovering emerging events, screening a region or topic, and deciding what to confirm with satellite imagery. Each event keeps when it happened (with the precision and basis the reporting gives) apart from when it was first and last reported.
Attribution: Event discovery via the GDELT Project (CC BY 4.0)
Open the WatchfloorOfficial Hazard Feeds
Event IntelligenceU.S. Geological Survey · NOAA/NWS Aviation Weather Center
Events that news coding does not capture well come straight from the agencies that measure them: significant earthquakes from the USGS, and volcanic-ash advisories (SIGMETs) issued by the responsible flight information region.
Earthquakes
USGS significant earthquakes feed
Volcanic ash
International SIGMETs
Location
Coordinates from the issuing agency
License
USGS public domain · NOAA public data
Typical uses: Seeing a large earthquake or an ash cloud on the same map and timeline as the reporting about it, with the agency's own time and location.
Attribution: U.S. Geological Survey · Volcanic ash advisories issued by the responsible flight information region, via NOAA/NWS Aviation Weather Center
Earthquake Records Near Registered Facilities
RecordU.S. Geological Survey
Moderate earthquakes from the USGS feed of magnitude 4.5 and larger that have a registered facility close to the epicentre. Off-Nadir Delta makes the match by distance; the earthquake record itself is the USGS one.
Source
USGS earthquake feed (M4.5+)
Kept
A registered facility within a magnitude-dependent distance
Depth
70 km or less; unknown depth left out
License
USGS public domain
Typical uses: Knowing that an earthquake was recorded close to a port, dam, plant or base, with the distance to each. It does not say how strongly a facility was shaken or that it was damaged.
Attribution: U.S. Geological Survey
About Earthquakes Near FacilitiesSentinel-5P Sulfur Dioxide
MeasurementCopernicus Sentinel-5P (TROPOMI)
Near-real-time sulfur dioxide measured by Sentinel-5P, read around volcanoes that have a current volcanic ash advisory. Off-Nadir Delta does not provide the gas measurements themselves: it records, as SO2 Anomalies, the days on which the gas around a volcano is clearly above the local background.
Sensor
TROPOMI on Sentinel-5P
Quantity
Sulfur dioxide total column
Checked
Volcanoes with a current volcanic ash advisory
License
Copernicus Sentinel data legal notice
Typical uses: A second, independent line of evidence next to a volcanic ash advisory. It does not give the size of an eruption, the height of a plume or whether ash was present.
Attribution: Contains modified Copernicus Sentinel-5P data
About SO2 AnomaliesTropical Cyclone Forecast Advisories
Official forecastNOAA National Hurricane Center
The wind radii of National Hurricane Center forecast advisories, matched to the registered facilities and straits inside them. Off-Nadir Delta is not affiliated with NOAA, and the record is not an official forecast or warning.
Area
Atlantic, eastern Pacific and central Pacific
Wind field
34-knot radii, per quadrant
Horizon
Now and forecast positions within 48 hours
License
NOAA/NWS public domain
Typical uses: Seeing which registered ports, plants, bases and straits lie inside a storm’s forecast tropical-storm-force wind field. It is a forecast, not an observation of wind or damage.
Attribution: NOAA National Hurricane Center
About Cyclone Wind ExposureShip Transits at Straits and Canals
MeasurementUN Global Platform · IMF PortWatch
Published measurements of how many ships pass each strait and canal, derived from ship-tracking (AIS) signals. Off-Nadir Delta does not provide the measurements themselves: it records when a place leaves its own usual level, as Transit Anomalies, and gives each place an index against that level.
Coverage
28 straits and canals
Update
Weekly; a change shows 4 to 11 days later
Ships counted
Container, dry bulk, general cargo, ro-ro, tanker
Not counted
Ships that do not broadcast; other kinds of vessel
Typical uses: Seeing that ship traffic through a strait or canal has moved away from its usual level, next to the reporting about that place. It is a measurement and never states a cause.
Attribution: Sources: UN Global Platform; IMF PortWatch (portwatch.imf.org)
About Transit AnomaliesOriginal News Sources
Source LinksGlobal news media
Every event links the reporting it was built from — the latest article from each outlet that carried it on every plan, and every article with the report behind each stated fact on plans that include source detail. When an article names a place only coarsely, other reporting of the same event found by web search can supply a finer place; it is kept with the excerpt it came from.
Update
Per event
Sources
One or more outlets per event
Access
Public article URLs
Rights
Held by each publisher
Typical uses: Verifying a signal against its origin, and following a Key Judgment to the reporting behind it. Link availability and source reliability vary by event.
Attribution: Article rights held by their publishers
Places, Facilities & Reference
ReferenceOpenStreetMap · Wikidata · Wikipedia
A registry of airports, ports, military bases, power plants, dams, bridges, chokepoints and named seas from OpenStreetMap and Wikidata, used to resolve the places reporting names and to link events to facilities. Short reference summaries of named places come from Wikipedia, quoted with attribution.
Registry
OpenStreetMap + Wikidata
Reference
Wikipedia summaries
Use
Place resolution, facility links
License
ODbL · CC0 · CC BY-SA
Typical uses: Finding a facility by name in many languages, and seeing which events were linked to it and how.
Attribution: © OpenStreetMap contributors (ODbL); Wikidata (CC0); reference text from Wikipedia (CC BY-SA)
Terrain Elevation
ReferenceCopernicus DEM GLO-30
Terrain height at a point or over an area, SAR layover and shadow, and line of sight between two points, from the Copernicus 30 m digital elevation model.
Resolution
~30 m
Model
Surface model (buildings and canopy included)
Coverage
Land only
Use
Map terrain layer, measurement, API
Typical uses: Reading relief around a site, and judging whether terrain hides a target from a radar look direction.
Attribution: Elevation produced using Copernicus WorldDEM-30 © DLR e.V. 2010-2014 and © Airbus Defence and Space GmbH 2014-2018 provided under COPERNICUS by the European Union and ESA; all rights reserved.
Satellite Orbits
Collection PlanningCelesTrak
Current orbital elements for 13 satellite families, propagated to predict when a place can next be imaged — free systematic missions separated from commercial satellites that must be tasked.
Families
13
Horizon
Up to 7 days
Nature
Geometric access, not a scheduled collect
Refresh
Daily
Typical uses: Deciding whether to wait for the next free pass or task a commercial satellite.
Attribution: Orbital elements (TLE/GP) from CelesTrak (https://celestrak.org), sourced from the US Space Force 18 SDS public catalog.
Weather Outlook
WeatherOpen-Meteo
Cloud-cover and visibility forecast that Delta Agent uses when advising between optical and radar for a place. It is a forecast, not an observation, and it does not feed the event records.
Update
Hourly forecast
Type
Cloud cover, visibility
Nature
Forecast, not observation
License
CC BY 4.0 (Open-Meteo)
Typical uses: Deciding between optical and all-weather radar for a target.
Attribution: Weather data by Open-Meteo.com (https://open-meteo.com/), CC BY 4.0, using DWD ICON and NOAA GFS models.
Market Context
MarketsFRED (Federal Reserve Bank of St. Louis)
Daily energy prices and market volatility shown beside the World Brief for context. Informational only — not investment advice.
Update
Daily
Series
Energy spot prices, volatility
Use
World Brief context
Nature
Informational
Typical uses: Reading a day's events next to the energy and volatility moves around them.
Attribution: Source: FRED, Federal Reserve Bank of St. Louis
Basemap, Browse Tiles, Coastline & Flood Extent
ReferenceOpenStreetMap · NASA GIBS · Copernicus GFM
OpenStreetMap provides the basemap and place context; NASA GIBS serves daily global browse layers (VIIRS, active fire, and the recent Sentinel-1 and Sentinel-2 passes on the public viewer pages); OpenStreetMap land polygons (Natural Earth as a fallback) mask land in ship detection; and Copernicus Global Flood Monitoring supplies the observed flood extent the AI assessment uses to frame a flood that spans several regions.
Basemap
OpenStreetMap
Coastline
OSM land polygons · Natural Earth fallback
Browse tiles
NASA GIBS
Flood extent
Copernicus GFM
Typical uses: Orienting a signal to nearby places and coastlines, excluding land from vessel detection, and framing a flood on its mapped extent.
Attribution: © OpenStreetMap contributors · NASA GIBS · Flood extent from Copernicus Emergency Management Service — Global Flood Monitoring (GFM), derived from Copernicus Sentinel-1, CC BY 4.0 (https://global-flood.emergency.copernicus.eu/).
AI Enrichment & Placement
ProcessingOff-Nadir Delta (automated)
Articles are read for what happened, where and when, classified (category, severity, GEOINT relevance), placed only as far as the reporting names the place, linked to their sources, and — for events that could reach a shortlist — matched to a recommended sensor and resolution. There is no human in the loop.
Steps
Read · place · fold · assess · link
Review
Automated, no human review
Placement
Reported · localized · pinpointed
Limits
Can mis-classify / mis-locate
Typical uses: Turning reporting into a decision-ready signal with a sensor recommendation. Treat outputs as decision support, not confirmed fact.
Attribution: Enrichment by Off-Nadir Delta
Read the methodology & limitationsAttribution & Licensing
All satellite sources come from free and open programmes. When you export or publish imagery, include the relevant attribution below.
Sentinel-2 Optical
ESA Copernicus Programme
"Contains modified Copernicus Sentinel data [year]"
Sentinel-1 C-Band SAR
ESA Copernicus Programme
"Contains modified Copernicus Sentinel data [year]"
NISAR L-Band SAR
NASA / ISRO, distributed by ASF DAAC
"Contains NASA/ISRO NISAR data processed by ASF DAAC"
VIIRS Nighttime Lights
NASA Black Marble (VJ146A2 / VNP46A2)
"NASA Black Marble VJ146A2 (NOAA-20); VNP46A2 (Suomi NPP) for dates before 2019-08-28"
NASA FIRMS Active Fire
NASA FIRMS
"NASA FIRMS"
Your Own Data
Uploaded by you
"You retain ownership of uploaded data"
Global News Reporting
Global news media (discovered through the GDELT Project)
"Event discovery via the GDELT Project (CC BY 4.0)"
Official Hazard Feeds
U.S. Geological Survey · NOAA/NWS Aviation Weather Center
"U.S. Geological Survey · Volcanic ash advisories issued by the responsible flight information region, via NOAA/NWS Aviation Weather Center"
Earthquake Records Near Registered Facilities
U.S. Geological Survey
"U.S. Geological Survey"
Sentinel-5P Sulfur Dioxide
Copernicus Sentinel-5P (TROPOMI)
"Contains modified Copernicus Sentinel-5P data"
Tropical Cyclone Forecast Advisories
NOAA National Hurricane Center
"NOAA National Hurricane Center"
Ship Transits at Straits and Canals
UN Global Platform · IMF PortWatch
"Sources: UN Global Platform; IMF PortWatch (portwatch.imf.org)"
Original News Sources
Global news media
"Article rights held by their publishers"
Places, Facilities & Reference
OpenStreetMap · Wikidata · Wikipedia
"© OpenStreetMap contributors (ODbL); Wikidata (CC0); reference text from Wikipedia (CC BY-SA)"
Terrain Elevation
Copernicus DEM GLO-30
"Elevation produced using Copernicus WorldDEM-30 © DLR e.V. 2010-2014 and © Airbus Defence and Space GmbH 2014-2018 provided under COPERNICUS by the European Union and ESA; all rights reserved."
Satellite Orbits
CelesTrak
"Orbital elements (TLE/GP) from CelesTrak (https://celestrak.org), sourced from the US Space Force 18 SDS public catalog."
Weather Outlook
Open-Meteo
"Weather data by Open-Meteo.com (https://open-meteo.com/), CC BY 4.0, using DWD ICON and NOAA GFS models."
Market Context
FRED (Federal Reserve Bank of St. Louis)
"Source: FRED, Federal Reserve Bank of St. Louis"
Basemap, Browse Tiles, Coastline & Flood Extent
OpenStreetMap · NASA GIBS · Copernicus GFM
"© OpenStreetMap contributors · NASA GIBS · Flood extent from Copernicus Emergency Management Service — Global Flood Monitoring (GFM), derived from Copernicus Sentinel-1, CC BY 4.0 (https://global-flood.emergency.copernicus.eu/)."
AI Enrichment & Placement
Off-Nadir Delta (automated)
"Enrichment by Off-Nadir Delta"
Frequently Asked Questions
Where do the Watchfloor signals come from?▼
Is the event and weather data AI-verified?▼
Is the satellite data free?▼
What is the difference between Sentinel-1 and Sentinel-2?▼
How often is each source updated?▼
Do I need to credit the data sources?▼
Can I add my own data?▼
Related Resources
Sentinel-2 Viewer
Free optical imagery
Learn moreSentinel-1 SAR
All-weather radar
Learn moreNighttime Lights
VIIRS Black Marble
Learn moreActive Fire Map
NASA FIRMS hotspots
Learn moreMethodology & Limitations
How signals are made
Learn moreGlossary
Satellite terminology
Learn morePricing
Browse free, pay for depth
Learn moreStart Exploring These Sources
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