Off-Nadir Delta
Reference

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

Optical

ESA 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 Viewer

Sentinel-1 C-Band SAR

Radar

ESA 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 Viewer

NISAR L-Band SAR

Radar

NASA / 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 Viewer

VIIRS Nighttime Lights

Nighttime

NASA 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 Lights

NASA FIRMS Active Fire

Active Fire

NASA 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 Map

Your Own Data

Bring Your Own

Uploaded 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 Data

Event, 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 Intelligence

Global 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 Watchfloor

Official Hazard Feeds

Event Intelligence

U.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

Record

U.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 Facilities

Sentinel-5P Sulfur Dioxide

Measurement

Copernicus 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 Anomalies

Tropical Cyclone Forecast Advisories

Official forecast

NOAA 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 Exposure

Ship Transits at Straits and Canals

Measurement

UN 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 Anomalies

Original News Sources

Source Links

Global 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

Reference

OpenStreetMap · 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

Reference

Copernicus 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 Planning

CelesTrak

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

Weather

Open-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

Markets

FRED (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

Reference

OpenStreetMap · 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

Processing

Off-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 & limitations

Attribution & 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?▼
Delta Signals are built from global news media (discovered through the GDELT Project) and official hazard feeds — significant earthquakes from the USGS and volcanic-ash advisories — then automatically read, placed, folded into one record per event, source-linked, and assessed for satellite collection. Each event keeps when it happened apart from when it was reported.
Is the event and weather data AI-verified?▼
Classification, geolocation, and sensor recommendations are produced automatically with no human in the loop, so they can mis-classify or mis-locate. Each event states how precisely its place is known (reported, localized or pinpointed) and why it stopped there, and a weather outlook is a forecast, not an observation. Treat everything as decision support — see the Methodology & Limitations page.
Is the satellite data free?▼
The underlying data — Sentinel-1, Sentinel-2, NISAR, VIIRS, and NASA FIRMS — comes from free and open programmes (ESA Copernicus, NASA, and the NASA-ISRO NISAR mission). Browsing events and the map is free; tokens are only spent when you load satellite imagery tiles or run analysis.
What is the difference between Sentinel-1 and Sentinel-2?▼
Sentinel-1 is radar (SAR): it works through clouds, day or night, and is ideal for flood and surface-change detection. Sentinel-2 is optical: it captures natural-looking, high-resolution imagery in 13 bands, best for vegetation and land-cover analysis. They are highly complementary.
How often is each source updated?▼
Sentinel-2 revisits roughly every 5 days, Sentinel-1 every 6 days, NISAR has a 12-day repeat cycle (about 6 days on average combining ascending and descending passes), and VIIRS and NASA FIRMS provide daily coverage. Actual availability over a given location depends on orbit passes and, for optical imagery, cloud cover.
Do I need to credit the data sources?▼
Yes. When you export or publish imagery, include the attribution listed for each source — for example, "Contains modified Copernicus Sentinel data" for Sentinel-1/2, "NASA Black Marble (VJ146A2 / VNP46A2)" for VIIRS nighttime lights, and "NASA FIRMS" for active fire data.
Can I add my own data?▼
Yes. Upload GeoTIFF, Cloud-Optimized GeoTIFF, or GeoJSON files and overlay them with the satellite sources on a single map. Reference layers such as OpenStreetMap basemaps are also available for context.

Start Exploring These Sources

Open Sentinel-1, Sentinel-2, NISAR, VIIRS, and NASA FIRMS data with a free account.

From headline to satellite evidence

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