Data Points

🛰️ Satellite Imagery

Overhead imagery of an area of interest, used for change detection and site analysis.

Geospatial

Sources

0 no-auth

Disciplines

that use it

Mission domains

reach

Workbench

—

native tool

🔗 Analyst pivots

Search platform →OSINT pivot →Source catalog →

🔍 Lookup

📜 Playbook — Satellite Imagery exploitation

Direction — frame the requirement for Satellite Imagery: what decision does this support, by when?
Collection — pull the 0 mapped sources (0 free) and the native workbench; capture provenance and observe OPSEC.
Processing — normalize, de-duplicate and enrich the collected data.
Analysis — correlate against local holdings; apply ACH; assign confidence.
Dissemination — open a case, draft a report, share via STIX/MISP.
Feedback — set an alert rule / watchlist to monitor for change.

⚡ AI Skills & Automation

🤖 Copilot brief ⚡ AI Skills Resolve Enrich Auto-Collect Hunt Report Export

Automate unattended via the cron pipeline (collect → ingest → resolve → enrich → score → alert).

🗃 Data Management

+ Case + Campaign Watchlist Tag Save search Whitelist Export STIX/MISP Report

🧩 Advanced Capabilities

Link Analysis Pivot Explorer Timeline Threat Hunting Analytics Detection Rules Blockchain OSINT Pivot Passive DNS TAXII 2.1 MISP Feed Create Alert Rule NetFlow Coverage & Gaps

✨ Enrichment pathways

Enrichment Runner →Resolve locally →Enrichment → local →Integrations →

🎫 Satellite Imagery

Satellite imagery is remotely sensed raster data of a location captured by an earth-observation platform, carrying spectral, temporal, and spatial detail. It matters because it provides independent, timestamped ground truth for facilities, movement, damage, and change that no other source can verify.

Format: Georeferenced raster (GeoTIFF/COG/JP2) with bands (RGB, NIR, SWIR, SAR), acquisition timestamp, sensor/platform ID, resolution (GSD in m/px), and scene ID (e.g. Sentinel-2 tile, Landsat path/row).

📡 How it is collected

Query open EO archives by AOI and date
Tasking or browsing tile/scene catalogs
SAR acquisition for cloud/night coverage
Fire/thermal anomaly feed subscription
Basemap and historical imagery review
Download of analysis-ready COGs via STAC

📚 Enrichment & validation sources

Copernicus / Sentinel Hub →USGS EarthExplorer (Landsat) →NASA Worldview / GIBS →Sentinel Hub EO Browser →Maxar Open Data →NASA FIRMS →Planet basemaps (open) →STAC catalogs (Element84 Earth Search) →

🔗 Pivot to

GPS Coordinates →Facility / Site →Location / Coordinates →country-dashboard →change event / activity →actor-profile →

🧩 Analysis & hunting techniques

Multi-temporal change detection
NDVI/NDWI/NDBI spectral index computation
SAR interferometry and coherence change
Object detection and counting
Pan-sharpening and enhancement
Thermal/fire anomaly analysis
Cloud masking and mosaicking
Shadow-based height estimation

🔧 Tools

QGIS
SNAP (Sentinel Toolbox)
GDAL
Rasterio
Google Earth Engine
EO Browser
Orfeo Toolbox
STAC Browser

⚡ Workbench actions

Query imagery by AOI/date
Run change detection
Compute spectral indices
Detect and count objects
Load SAR for cloud-free view
Overlay FIRMS thermal hotspots
Measure and estimate heights
Export annotated scene

📊 Dashboard KPIs

Ground sample distance (m/px)Acquisition freshness (days)Cloud cover %Detected change magnitudeRevisit cadence

📂 Open

Data point profile →Satellite imagery →Facility profile →Coordinates profile →Country dashboard →OSINT workspace →

Workstation · Copilot · AI Skills · Automation · Playbooks · Lookups · Docs · Reports

🤖 AI Copilot

Cron: 0 * * * * php /home/zaptf0zdggll/public_html/threats/cron.php

📜 Playbook

Open Response Playbook