Thumbnail Interpretation

The Epoch API generates diagnostic thumbnails for each processed plot and supply shed. These visual outputs help analysts quickly assess deforestation risk, biomass trends, and biodiversity without loading raw raster data in a GIS tool.


EUDR Deforestation Thumbnails

Three-Panel Layout

Each deforestation thumbnail consists of three vertically stacked panels:

  1. Top — Before: Satellite imagery from the start of the monitoring period (typically the EUDR cut-off date, December 31, 2020)
  2. Middle — After: Satellite imagery from the end of the monitoring period. Taken from the same time of year as the "before" image for seasonal comparability.
  3. Bottom — Overlay: Color-coded analytical overlay combining deforestation alerts, commodity presence, and natural forest baseline.

Three-panel deforestation thumbnail

Color Channel System

The overlay panel encodes three independent data layers as RGB color channels. Where layers overlap, colors blend additively.

Color channel breakdown

Primary channels:

ChannelLayerData Sources
RedChange detectionUnion of CCDC (Dynamic World), GFW-GLAD, and JRC-TMF deforestation signals
GreenNatural forest baselineNature Trace Forest Typology 2020 (FORTY) — Primary Forest + Naturally Regenerating Forest classes, FDP Forest Persistence
BlueCommodity layerFDP commodity probability models for the target crop

Color combinations and their meaning:

ColorChannelsMeaningEUDR Relevance
Red onlyRedChange detected outside natural forest and commodity areasLow — may be agricultural rotation or non-forest clearing
Green onlyGreenStable natural forest, no change, no commodityNone — healthy forest
Blue onlyBlueStable commodity area, no change, no natural forestNone — existing plantation
YellowRed + GreenDeforestation detected in natural forestHigh — primary EUDR signal
MagentaRed + BlueForest loss in a commodity areaMedium — may indicate replanting cycles or on-farm management
CyanBlue + GreenCommodity in former natural forest (no active change)Medium — historical conversion, flagged for due diligence
WhiteRed + Blue + GreenChange + commodity + natural forest all overlapCritical — active conversion of natural forest to commodity

Example: Yellow and Magenta

Yellow and magenta example

Yellow patches within the plot boundary indicate deforestation in natural forest. Magenta patches indicate forest loss in areas where the commodity is detected. Both require investigation — yellow is the higher EUDR priority.

Supply Shed Thumbnails

Supply shed thumbnails cover a wider area (the travel-time isochrone around a facility) and show aggregated deforestation patterns across all probabilistic commodity plots.

Supply shed thumbnail

Common Scenarios

Clean plot — Overlay shows predominantly green (stable forest) or no color (non-forest land). No red, yellow, or white. Before/after panels show consistent land cover.

Border detections — Thin strips of yellow/red along plot edges. Usually caused by GPS inaccuracy or digitization error. Check before/after panels: if vegetation is consistent across the boundary, the detection is likely an artifact.

Internal deforestation — Solid patches of yellow or white within the plot interior. Before panel shows canopy; after panel shows cleared land. This is a genuine detection.

Cyan (commodity in natural forest) — Historical conversion that predates the monitoring window. No active change (no red), but flagged for due diligence.

Best Practices

  • Always compare the overlay with the before/after panels — the overlay is algorithmic, the imagery is ground truth.
  • For plots with confidence medium or lower, manual thumbnail inspection is strongly recommended.
  • Yellow and white pixels are the most EUDR-relevant — focus review time there.
  • Border artifacts are common with approximate geometries. If detections are confined to edges, improve the boundary data.

Biomass Emissions Thumbnails

Biomass emission thumbnails show above-ground biomass (AGB) density change over the monitoring period.

Biomass emissions thumbnail

AGB trend (bottom panel) uses a red-blue diverging scale:

ColorMeaning
Deep redLarge biomass loss (high emissions)
WhiteNo significant change
Deep blueLarge biomass gain (sequestration)

Emission category mask uses distinct colors:

ColorCategoryDescription
PurpleNon-LUCEmissions in areas where land cover remained stable (no land use change)
RedLUC emissionsBiomass loss where land cover changed (e.g. forest to cropland)
TurquoiseRemovalsBiomass gain from regrowth or restoration

The accompanying land cover thumbnail shows the Dynamic World classification, helping distinguish forested pixels from cropland when interpreting biomass changes:

Land cover context thumbnail


Biodiversity Thumbnails

Biodiversity thumbnails display the Rao's Q diversity index computed from canopy height heterogeneity.

Biodiversity thumbnail

Color scale (blue-to-yellow diverging):

ColorInterpretation
Blue (low values, < 0.5)Low structural diversity — typically monocultures, plantations, uniform-age stands
White (around 0.5)Intermediate diversity
Yellow (high values, > 0.5)High structural diversity — characteristic of fragmented, biodiverse landscapes with heterogeneous canopy structure

Interpretation notes:

  • Rao's Q measures expected dissimilarity in canopy height between randomly selected pixel pairs. Higher = more structural variation.
  • Sudden drops between annual snapshots may indicate selective logging even when canopy cover appears intact.
  • Very low values in natural forest areas should prompt further investigation — may indicate degraded or secondary forest.
  • Interpret alongside deforestation and emissions metrics for a complete picture of forest health.