Command Center

Real-time farm monitoring overview
Farm Health Score Excellent
94.2 / 100
Trees Monitored Live
8,247
Healthy 7,735
Watch 289
Suspect 157
Infested 66
Active Alerts
2 Critical
5 Warning
12 Info
Quick Stats
47.3 Fiber km
6 Drone Sorties
1,350 AI Inferences/s

Detection Activity — Last 30 Days

Detections Alerts

Recent Activity

Live Feed
5m ago 🔍 DAS scan completed — Zone B2
13m ago 🌡️ DTS anomaly flagged — Tree #1005
8m ago 🛸 Drone sortie #42 — D1 coverage complete
18m ago 🤖 AI inference batch — 1146 trees processed
24m ago ✅ Tree #1189 cleared — status: Healthy
22m ago ⚠️ Watch upgrade — Tree #1047 in B1
24m ago 📊 Spectral analysis — NDVI update for B1
29m ago 🔄 Model checkpoint saved — epoch 1138
39m ago 🔍 DAS scan completed — Zone C1
42m ago 🌡️ DTS anomaly flagged — Tree #1146
41m ago 🛸 Drone sortie #50 — A2 coverage complete
50m ago 🤖 AI inference batch — 1007 trees processed
48m ago ✅ Tree #1197 cleared — status: Healthy
55m ago ⚠️ Watch upgrade — Tree #1161 in B2
1h ago 📊 Spectral analysis — NDVI update for A2

DAS Acoustic Analysis

Distributed Acoustic Sensing - Real-time fiber optic monitoring

Real-Time Acoustic Waveform

Monitoring

Frequency Spectrum (FFT)

RPW larval feeding: 1–5 kHz range highlighted

Signal Classification

Healthy
12%
Suspect
82%
Infested
6%
CNN Classification: SUSPECT — Confidence: 82%

7-Day Acoustic Trend

Fiber Loop Status

DTS Thermal Monitoring

Distributed Temperature Sensing - Anomaly detection via fiber optic

Thermal Heatmap — Zone B3

22°C
42°C

24-Hour Temperature Profile

Anomaly Detection

🔴
Tree #4721: +3.8°C above baseline Zone B3, Segment 47.2m | 14 min ago
🟡
Tree #4733: +2.1°C above baseline Zone B3, Segment 48.8m | 32 min ago
🟡
Tree #2108: +1.9°C above baseline Zone A1, Segment 12.4m | 1 hr ago
🔵
Tree #6554: +1.2°C above baseline Zone C2, Segment 31.6m | 2 hrs ago

Comparison: Healthy vs Suspect

Healthy Baseline Suspect Tree #4721

Fiber Segment Temperature

Hyperspectral Imagery

UAV-based 224-band spectral analysis

Spectral Composite View

Hyperspectral imagery

Vegetation Index Comparison

Healthy Trees Stressed Trees

Spectral Signature

Healthy Infested

Drone Flight Log

Sortie Date Area Resolution Status
#DRN-047 Today 06:15 Zone A-B 5cm/px Complete
#DRN-046 Today 05:30 Zone C-D 5cm/px Complete
#DRN-045 Yesterday 17:00 Zone A-B 5cm/px Complete
#DRN-044 Yesterday 06:20 Zone C-D 5cm/px Complete
#DRN-043 Feb 25, 06:10 Full Farm 10cm/px Complete

AI Fusion Engine

Proprietary multi-sensor deep learning pipeline

Fusion Pipeline

Processing
DAS
Acoustic
Input
→
DTS
Thermal
Input
→
HSI
Spectral
Input
→
AI
Feature
Extraction
→
⚡
Sensor
Fusion
→
✓
Classification
Output

Model Performance

99.6 Accuracy
99.3 Precision
98.9 Recall
99.1 F1 Score

Processing Throughput

1,247
inferences / second

Detection Log

Timestamp Tree ID Zone DAS DTS HSI Fused Status
08 Jul, 01:32 #1019 B1 0.9% 0.7% 0.6% 79.3% Under Review
07 Jul, 23:59 #1027 B1 0.7% 0.8% 0.9% 60.1% Cleared
07 Jul, 23:24 #1028 D2 0.7% 0.7% 0.8% 63.3% Cleared
07 Jul, 21:44 #1047 C3 0.9% 0.9% 0.9% 61.6% Under Review
07 Jul, 17:47 #1051 C3 0.9% 0.9% 0.7% 69.3% Cleared
07 Jul, 15:52 #1053 B1 0.7% 0.9% 0.6% 60.9% Under Review
07 Jul, 18:27 #1067 C2 0.8% 0.9% 0.7% 70.9% Under Review
07 Jul, 15:35 #1070 B3 0.9% 0.9% 0.9% 75.1% Treatment Pending
07 Jul, 13:15 #1117 B1 1.0% 0.6% 0.9% 77.1% Under Review
07 Jul, 08:03 #1121 B1 0.7% 1.0% 0.7% 69.5% Monitoring
07 Jul, 13:35 #1140 B2 0.8% 0.6% 0.8% 72.5% Monitoring
07 Jul, 07:59 #1175 D2 0.8% 0.6% 0.6% 86.2% Treatment Pending
07 Jul, 03:09 #1178 C3 0.9% 0.6% 0.7% 90.1% Treatment Pending
07 Jul, 12:15 #1191 D2 1.0% 0.8% 0.6% 81.7% Under Review
06 Jul, 23:11 #1192 B2 0.6% 0.6% 0.8% 61.4% Monitoring
07 Jul, 00:02 #1263 B1 1.0% 0.6% 0.8% 61.2% Under Review
06 Jul, 18:01 #1274 D1 0.7% 0.6% 0.9% 92.2% Treatment Pending
06 Jul, 17:19 #1317 B3 0.7% 0.5% 0.8% 90.4% Treatment Pending
07 Jul, 02:53 #1330 A3 0.9% 0.7% 0.6% 72.8% Treatment Pending
06 Jul, 15:39 #1374 A1 0.9% 1.0% 0.6% 77.0% Under Review

Farm Map & Tree Health

Interactive tree monitoring - Al Ain Date Palm Estate

Tree Health Map

Healthy (93.8%) Watch (3.5%) Suspect (1.9%) Infested (0.8%)

Alerts & Notifications

System-wide alert management

Alert Feed

🔴

RPW Infestation Confirmed

DAS + DTS + HSI all confirm active larval presence.

Tree #1175 · Zone D2 · 5 min ago · Sensors: DAS, DTS, HSI
🟡

Acoustic Anomaly Detected

DAS signal shows irregular noise patterns in RPW frequency range.

Tree #1019 · Zone B1 · 15 min ago · Sensors: DAS
🔴

Severe Thermal Anomaly

Temperature +4.2°C above baseline sustained for 6+ hours.

Tree #1178 · Zone C3 · 25 min ago · Sensors: DAS, DTS, HSI
🔵

Drone Sortie Complete

Full farm spectral scan completed successfully.

Zone A4 · 30 min ago
🟡

Temperature Deviation

DTS recording +2.1°C above normal for selected tree.

Tree #1027 · Zone B1 · 1 hr ago · Sensors: DAS
🟡

Spectral Stress Markers

Hyperspectral analysis indicates chlorophyll degradation.

Tree #1028 · Zone D2 · 1 hr ago · Sensors: DAS
🔵

Model Updated

AI fusion model retrained with latest labeled data. Accuracy: 99.6%.

Zone B4 · 2 hrs ago
🟡

Neighboring Tree At Risk

Adjacent trees showing early stress indicators.

Tree #1047 · Zone C3 · 2 hrs ago · Sensors: DTS, HSI
🟡

Watch Zone Expansion

3 trees in zone B3 upgraded from healthy to watch status.

Tree #1051 · Zone C3 · 3 hrs ago · Sensors: DTS, HSI
🔵

Fiber Loop Maintenance

Segment 12-15 going offline for scheduled calibration.

Zone A3 · 3 hrs ago
🔵

New Tree Added

12 new trees added to monitoring in Zone D2.

Zone C2 · 5 hrs ago
🔵

Weekly Report Generated

PDF report ready for download.

Zone C1 · 6 hrs ago
🔵

Treatment Verified

Tree #3291 post-treatment scan shows recovery to healthy status.

Zone C1 · 8 hrs ago
🔵

Drone Sortie Complete

Full farm spectral scan completed successfully.

Zone C2 · 9 hrs ago
🔵

Model Updated

AI fusion model retrained with latest labeled data. Accuracy: 99.6%.

Zone B2 · 11 hrs ago
🔵

Fiber Loop Maintenance

Segment 12-15 going offline for scheduled calibration.

Zone A1 · 12 hrs ago
🔵

New Tree Added

12 new trees added to monitoring in Zone D2.

Zone C2 · 14 hrs ago
🔵

Weekly Report Generated

PDF report ready for download.

Zone A4 · 15 hrs ago
🔵

Treatment Verified

Tree #3291 post-treatment scan shows recovery to healthy status.

Zone A1 · 17 hrs ago

Alert Distribution

Alert Trend (7 Days)

Analytics & Reporting

Performance metrics and detection trends

Detection Trend — 30 Days

Sensor Coverage Over Time

ROC Curve — Fusion Model

Report Summary

Smart Oasis 2.0 - Monthly Report
PeriodFebruary 2026
FarmAl Ain Date Palm Estate
Trees Scanned8,247
Detections23
Treated18
Recovery Rate94.4%
Crop Loss Prevented$2.1M est.