Reference layer

Sources and briefings

External sources, update cadences, and confidence labels. This page is a source matrix, not an endorsement of every number as directly comparable.

Datasets 8External links 11

Source matrix

Dataset confidence and cadence

DatasetSourceCadenceType
War context and projectionsSite-derived from daily losses, territory pace, and labelled external baselinesDerived on page loadMechanical context modelOpen
Russian-loss daily reportsUkrainian official estimates / machine-readable exportDailyOfficial estimateOpen
Territory controlRussia Matters / DeepState / ISW / War Mapper-style entriesWeekly or monthlyMap-estimate basedOpen
Civilian casualtiesOHCHR / HRMMU verified minimumsMonthlyVerified minimumOpen
Visual-confirmed lossesWarSpotting and Oryx-style evidence linksIrregular / API snapshotVisual-confirmed minimumOpen
Stockpile pressureExternal stockpile percentage baselines, editable in adminManual reviewModelled estimateOpen
Strategic strikesATPGeo/OSINT/manual source linksManual / irregularSource-cited event logOpen
Air alertsalerts.in.ua server-side API fetchEvery few minutes if cron enabledCivilian threat-pressure alert statusOpen

External briefings

Useful external pages

ATPGeo

Geopolitical commentary, Hits & Losses posts, AI summaries, and map links.

Open external →

JMSP / ATPGeo Front Line Map

Front-line map reference and external map context.

Open external →

Minfin Russian losses

Backup/reference for official Ukrainian-loss-estimate numbers.

Open external →

Oryx

Visual-confirmed equipment-loss reference; link out rather than mirror evidence by default.

Open external →

Russia Matters report cards

Weekly territory-control and war context summaries.

Open external →

War Mapper Ukraine stats

Historical territory-control charts and map context.

Open external →