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Dawn Geopolitics

L'Aube Étoilée's watch institute

← Ground footage

Ground footage forecast

Where footage will likely be geolocated tomorrow and the following days, based on the last 4 weeks. With reliability measured on past days, filmed units and posting accounts.

Tomorrow · Nov 6 3 days · Nov 6 → Nov 8 7 days · Nov 6 → Nov 12

Situation note

  • Last 7 days: 6 geolocated images, about 7 once late geolocations arrive; stable on the previous 7 days.
  • Tomorrow (Fri, Nov 6, 2026): about 1 images expected, between 0 and 4 on an ordinary day.
  • Most likely sectors within 7 days: Maghazi (Palestine) (30 %), Zawtar El Charqiyeh (Lebanon) (12 %), Palestine (6 %).
  • Most filmed units this week: Free Homeland Forces (6).
  • Reliability measured over 24 past days: 2 of the 10 sectors announced were filmed within 7 days, against 8 for the “same as yesterday” rule. 32 % of images fall in a sector with no image in the previous 4 weeks: nothing can announce those.

This forecasts footage, not fighting: what GeoConfirmed volunteers will geolocate, based on what they already have. A sector without network or witnesses stays silent, and no past figure announces a new offensive.

images expected tomorrow

1

from 0 to 4 on an ordinary day

sectors above 50%

0

within 7 days

measured reliability

2.3 / 10

announced sectors filmed; “same as yesterday”: 7.5

unpredictable share

32 %

images in a sector with none in the previous 4 weeks

01Map of likely sectors

unlikelyvery likely

One circle per 8 km sector, redder when an image is more likely within 7 days. Click a circle for details.

02Most likely sectors

Sector Tomorrow3 d7 d Trend
Maghazi (Palestine) Palestine · filmed 3 d out of 28, last Nov 3 · Free Homeland Forces 7 %18 %30 % steady
Zawtar El Charqiyeh (Lebanon) Lebanon · filmed 2 d out of 28, last Oct 27 · Israel Defense Forces (IDF) 5 %13 %12 % falling
Gaza (Palestine) Palestine · filmed 4 d out of 28, last Oct 19 · Israeli Air Force 3 %8 %6 % falling
Palestine Palestine · filmed 2 d out of 28, last Oct 24 · Israel Defense Forces (IDF) 4 %10 %6 % falling
Palestine Palestine · filmed 1 d out of 28, last Oct 21 · Israel Defense Forces (IDF) 1 %5 %6 % falling
Seddiqine (Lebanon) Lebanon · filmed 1 d out of 28, last Oct 20 · Israeli Air Force 1 %5 %6 % falling
Palestine Palestine · filmed 1 d out of 28, last Oct 18 0 %5 %6 % falling
Palestine Palestine · filmed 1 d out of 28, last Oct 16 0 %4 %6 % falling
Palestine Palestine · filmed 1 d out of 28, last Oct 11 · Israeli Air Force 0 %3 %5 % falling

03Regions: images expected tomorrow

RegionExpectedOrdinary dayLast 7 days3 weeks before, per week
Palestine0.90 → 375
Lebanon0.20 → 002

“Ordinary day”: 10th to 90th percentile of the last 4 weeks' days. On replayed days, the actual figure of the main regions fell within this range 99 times out of 100.

04Measured reliability

The forecast was replayed for each day from Sep 6 to Oct 22, with only what was known the evening before. Probability recalibration is learnt on the first half (Sep 6 → Sep 28); figures below come from the second (Sep 29 → Oct 22, 24 days), unseen by the method.

Out of 10 announced sectors, how many filmed

next day0.7
“same as yesterday”1.2
within 3 days1.5
“same as yesterday”4.4
within 7 days2.3
“same as yesterday”7.5

Announced probability and observed frequency · 7 days

AnnouncedObservedSector-days
6 %0 %89
15 %18 %17
25 %27 %15
83 %89 %19

An honest forecast says 30% where about 30% is observed.

05Units filmed this week

Free Homeland ForcesCorps, armies, forces · Palestine6

6 images out of 6 name a unit this week.

06Who posts this week

X account (OSINT, individual)100 %
X @ItayBlumental · איתי בלומנטל 🇮🇱 Itay BlumentalX account (OSINT, individual) · Other Militant Factions6
X @Stinky915846091 · StinkyX account (OSINT, individual) · Other Militant Factions6

Share of images by type of the account that posted them first. Type inferred from the account name: an indication, not a check. 30-day detail →