Land & Fire Monitoring

Deforestation-free monitoring, buffer zones, encroachment and peat fire riskAll operations

Prototype satellite analytics — synthetic scenario.Layers simulate optical/thermal change detection. Not real imagery, hotspot data or concession boundaries.

Satellite analytics map

Estate C · 10 blocks · layer: Fire risk

Focus

Fire hotspots Riparian buffer

Loading map…

< 40 Low 40–59 Moderate 60–79 High ≥ 80 Very high Hotspot ≤ 72 h Older hotspot Riparian buffer

Map alerts

5 change-detection signals · last 30 days

highBuffer zone26 Sep

Riparian buffer alert — Estate D north boundary (0.8 ha)

highFire hotspot27 Sep

2 hotspots within 5 km of peat Block B24 (72 h)

mediumEncroachment risk24 Sep

Encroachment risk — Estate C west boundary

lowVegetation loss22 Sep

Canopy stress in Block B27 — pest defoliation, not clearing

lowLand cover change28 Sep

No deforestation detected — Sumatra estates (30 days)

Fire Risk Intelligence

Fire Risk Score — 7-day outlook by block Fire Risk v1.1.0

Top 12 in-scope blocks · score 0–100 · click a cell to explain

Logistic GAM · AUC 0.88

	Today	29 Sep	30 Sep	01 Oct	02 Oct	03 Oct	04 Oct
B24	81	84	82	86	84	70	58
B38	74	77	75	78	77	64	53
B22	68	71	69	72	71	58	49
B17	63	61	64	59	57	60	55
B36	58	60	59	61	60	50	42
B08	57	55	58	53	51	54	50
B32	43	45	43	46	45	37	31
B39	42	44	42	45	44	36	30
B01	34	33	35	32	31	32	30
B33	33	34	33	35	34	28	24
B27	31	32	31	33	32	27	22
B11	30	29	31	28	27	29	26

< 20 20–39 40–59 60–79 ≥ 80Features: rainfall, temperature, humidity, soil moisture, hotspot history, vegetation dryness

Why is Block B24 at risk?

Estate C · Shallow peat · SHAP contributions (points)

Confidence80%

Today

7-day peak

Very high

Base rate 22 → score 81

Rainfall deficit (30 d)

+18 pts

Peat soil

+13 pts

Soil moisture

+12 pts

Hotspot history (5 km, 72 h)

+9.4 pts

Vegetation dryness (NDVI)

+7.9 pts

Relative humidity

−5.0 pts

Max temperature

+4.2 pts

◀ lowers predictionraises ▶

Today

35°

51%

29 Sep

35°

47%

30 Sep

34°

55%

01 Oct

35°

46%

02 Oct

35°

50%

03 Oct

32°

68%

04 Oct

31°

74%

Forecast rain (mm) · max temp · min RH — Kalimantan synthetic weather feed.

Recommended fire-prevention actions

Confidence80%

Patrol every 4 h on peat blocks B24 and B38 through the dry spell (rain not expected until 03 Oct); ERT on standby with pumps at canal points.
Raise canal blocks to keep the peat water table ≤ 40 cm below surface; log piezometer readings daily.
Hotspot ground-truthing of HS-2609-01 (3.4 km NE of B24) with the village fire-care community (MPA-style) within 24 h.
No burning reminder to contractors and neighbouring smallholders; check fire-tower staffing and extinguisher readiness.

Decision support — ERT lead validates before deployment.

mediumAssignedACT-010 · SustainabilityConfidence80%

Increase fire patrol on peat blocks B24 & B38

What happened: Fire risk score 81 (B24) and 74 (B38).
Why it matters: Dry season peat fire risk; regulatory and reputational exposure.
Expected impact: Risk reduction — compliance
Recommended action: Patrol every 4 h; raise canal blocks to keep water table ≤ 40 cm.

Owner: Estate C ERTDue: 28 Sep 18:00Evidence

	Today	29 Sep	30 Sep	01 Oct	02 Oct	03 Oct	04 Oct
B24	81	84	82	86	84	70	58
B38	74	77	75	78	77	64	53
B22	68	71	69	72	71	58	49
B17	63	61	64	59	57	60	55
B36	58	60	59	61	60	50	42
B08	57	55	58	53	51	54	50
B32	43	45	43	46	45	37	31
B39	42	44	42	45	44	36	30
B01	34	33	35	32	31	32	30
B33	33	34	33	35	34	28	24
B27	31	32	31	33	32	27	22
B11	30	29	31	28	27	29	26

	Today	29 Sep	30 Sep	01 Oct	02 Oct	03 Oct	04 Oct
B24	81	84	82	86	84	70	58
B38	74	77	75	78	77	64	53
B22	68	71	69	72	71	58	49
B17	63	61	64	59	57	60	55
B36	58	60	59	61	60	50	42
B08	57	55	58	53	51	54	50
B32	43	45	43	46	45	37	31
B39	42	44	42	45	44	36	30
B01	34	33	35	32	31	32	30
B33	33	34	33	35	34	28	24
B27	31	32	31	33	32	27	22
B11	30	29	31	28	27	29	26

	Today	29 Sep	30 Sep	01 Oct	02 Oct	03 Oct	04 Oct
B24	81	84	82	86	84	70	58
B38	74	77	75	78	77	64	53
B22	68	71	69	72	71	58	49
B17	63	61	64	59	57	60	55
B36	58	60	59	61	60	50	42
B08	57	55	58	53	51	54	50
B32	43	45	43	46	45	37	31
B39	42	44	42	45	44	36	30
B01	34	33	35	32	31	32	30
B33	33	34	33	35	34	28	24
B27	31	32	31	33	32	27	22
B11	30	29	31	28	27	29	26