LEAP AgriWatch
Climate Smart Agriculture Platform

Kismayo District Monitoring System

1,000 ha · 8,350 beneficiaries · Gu Season 2026. Powered by Sentinel-2 NDVI, Open-Meteo weather feeds, and offline-first mobile technology.

847
ha live
312
farmers
127
alerts
UN Women × Brider Group · Japan LEAP

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Demonstration prototype · UNW-ESA-2026-00012 · All data illustrative
LEAP AgriWatch Platform
Kismayo, Jubaland · UN Women × Brider · Demonstration Mode
LIVE · Gu 2026

Operations Dashboard

Kismayo District · Lower Juba · Gu Season 2026 · 8,350 direct beneficiaries

Sentinel-2 · 10m · 5d revisit
Hectares Monitored
847
of 1,000 ha target 84.7%
Active Farmers
312
+48 joined this week
Alerts Sent
127
3 unread require action
Staff Trained
5
ToT Session 1 complete · Session 2 at Month 4
Mean NDVI — Kismayo Agricultural Zone
Sentinel-2 · 10m · 5-day revisit · Last pass 10 May 2026
Mean NDVI
Threshold
Crop Distribution
847 ha · 4 crop types
Sorghum (Masago)
42%
Maize (Galley)
31%
Sesame (Simsim)
15%
Cowpea (Digir)
12%
Recent Alerts
NDVI Stress — Field F8 (Maize)
Critical
NDVI = 0.22, below 0.30 threshold. Drought stress confirmed. Immediate irrigation required.
13 May 2026 · 08:14 EATSMS → Luul Ahmed Warsame
Gu Season Peak Rainfall — Waterlogging Risk
Warning
22mm forecast 15 May. Fields F5, F7 at risk. Clear drainage channels before Thursday.
12 May 2026 · 16:30 EATSMS → 6 farmers
ToT Session 1 Complete — 5 Staff Certified
Done
Ministry extension officers trained. Average knowledge score 82%.
10 May 2026 · 09:00 EAT
NDVI Status
Healthy ≥ 0.60
Moderate 0.30–0.60
Stressed < 0.30
Sentinel-2 · 10 May 2026 · 10m
Select a Field
Click any coloured polygon on the map to load field details, NDVI values, and contextual advisory.

Crop Advisory — Gu Season 2026

Lower Juba · Sentinel-2 NDVI + Open-Meteo/NASA POWER · Updated 13 May 2026

Sorghum
Masago · 355 ha
Optimal
Growth Stage Wk 6 of 14
Vegetative Stage
Advisory
Conditions optimal. Maintain current irrigation. Apply nitrogen fertiliser within 5–7 days for maximum yield gain. Monitor leaf colour for early stress signals.
Estimated yield 1.8–2.2 t/ha
Maize
Galley · 263 ha
Watch
Growth Stage Wk 9 of 16
Tasseling Stage
Alert
NDVI below threshold in F8 and F2. Drought stress likely. Increase irrigation frequency. Scout for fall armyworm immediately — high risk at tasseling stage.
Revised yield estimate 1.2–1.6 t/ha ↓
Sesame
Simsim · 127 ha
Optimal
Growth Stage Wk 5 of 12
Flowering
Advisory
Flowering progressing well. Reduce irrigation to 60% to prevent waterlogging. Avoid pesticide application during peak flowering to protect pollinators.
Estimated yield 0.6–0.9 t/ha
Cowpea
Digir · 102 ha
Monitor
Growth Stage Wk 8 of 11
Pod Filling
Advisory
Pod filling — maintain steady soil moisture. Monitor closely for aphid infestation. Harvest window opens in approximately 15–18 days.
Estimated yield 0.7–1.0 t/ha

Weather — Kismayo District

Open-Meteo API · NASA POWER climate baseline · 0.35°S, 42.54°E

28°C
Partly Cloudy
Kismayo · 13 May 2026
Humidity
74%
Wind
12 km/h
Rainfall
4.2mm
UV Index
7 High
7-Day Forecast
Wed 14Heavy rain · Gu peak26°C
18mm
Thu 15Heavy rain25°C
22mm
Fri 16Moderate rain27°C
11mm
Sat 17Partly cloudy30°C
2mm
Sun 18Sunny32°C
0mm
Mon 19Sunny, hot33°C
0mm
Tue 20Partly cloudy31°C
3mm
Seasonal Advisory — Gu 2026 Peak Rainfall Period
Above-average Gu rainfall expected through 16 May. Waterlogging risk in low-lying fields (F5, F7). Clear drainage channels immediately. Sorghum sowing window is optimal — plant by 18 May to capture peak soil moisture before dry-down.

Field Scouting Report

Offline-first — data queued locally and syncs automatically on reconnection

Alerts & Notifications

NDVI threshold breaches · Weather events · System notifications

Critical · 1 Warning · 2 Info · 1
NDVI Stress Alert — Field F8 (Luul Ahmed Warsame)
Critical
NDVI = 0.22, below threshold 0.30. Maize at tasseling — critical water stress detected via Sentinel-2 pass 10 May. Immediate irrigation required.
13 May 2026 · 08:14 EATSMS dispatched → Luul Ahmed Warsame
Gu Season Peak Rainfall — Waterlogging Risk F5, F7
Warning
22mm forecast on 15 May. Low-lying fields F5 (Hodan Yuusuf) and F7 (Amina Jama) at waterlogging risk. Clear drainage channels before Thursday.
12 May 2026 · 16:30 EATSMS → 6 farmers
Fall Armyworm Risk — Maize Fields F2, F5, F8
Warning
Temperature-humidity profile matches fall armyworm outbreak conditions. Scout F2, F5, F8 within 48 hours. USSD advisory pushed to registered numbers.
12 May 2026 · 09:00 EAT
ToT Session 1 Complete — 5 Ministry Staff Certified
Info
5 Ministry of Agriculture and Irrigation of Jubaland extension officers trained. Average assessment score 82%. Session report and attendance register uploaded to platform.
10 May 2026 · 09:00 EAT

Mobile App Preview

How the platform looks on a smartphone — Android / iOS. Offline-first, Somali-language, icon-led navigation.

LEAP AgriWatch
LIVE
Dashboard
Hectares
847
84.7% of target
Farmers
312
+48 this week
Alerts
127
3 unread
Trained
5
ToT 1 complete
⚠ Critical Alert
NDVI Stress — Field F8 (Maize)
NDVI = 0.22 · Immediate irrigation required
Gu Season 2026 · Peak Rainfall
22mm forecast 15 May. Clear drainage channels.
Crop Advisory
Sorghum (Masago)
Wk 6/14 · Vegetative
Optimal
Conditions optimal. Apply nitrogen fertiliser within 5–7 days.
Maize (Galley)
Wk 9/16 · Tasseling
Watch
NDVI below threshold. Increase irrigation. Scout for fall armyworm.
Field Scouting
Offline-first · queues automatically
Field
Crop Condition
Good
Moderate
Poor
GPS (auto)
-0.3412, 42.5128
Observations
Alerts 3
Critical · F8 NDVI Stress
Immediate irrigation required
13 May 2026 · 08:14 EAT
Warning · Gu Peak Rainfall
22mm forecast 15 May · F5, F7 risk
12 May 2026 · 16:30 EAT
Warning · Fall Armyworm Risk
Scout F2, F5, F8 within 48h
12 May 2026 · 09:00 EAT
Info · ToT Session 1 Complete
5 staff certified · Score 82%
10 May 2026 · 09:00 EAT
SAFARICOM · 2G · 13:42
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