Total Forest Cover
19,101
sq. km · Gujarat
Mangrove Area
1,103
sq. km monitored
Active Encroachments
43
Alerts pending action
Active Fire Alerts
3
Real-time detection
🗺️ Gujarat Forest Zone Map
🔔 Live Alerts
Past 6 hours — Auto-refreshing
🌳 Forest Cover by Density
Very Dense3,240 km²
Moderately Dense6,810 km²
Open Forest7,420 km²
Scrub1,631 km²
💨 Carbon Stock Summary
Biomass estimates via allometric models
Above-ground Biomass48.2 MT/ha
Soil Carbon22.7 MT/ha
Annual Sequestration3.4 MT CO₂
Potential Carbon Credits: ~1.2 Lakh units/yr
🚁 UAV Survey Status
| Zone | Type | Status |
|---|---|---|
| Bharuch RF | RGB | Done |
| Netrang | LiDAR | In Progress |
| Mangrove-1 | RGB | Scheduled |
| Shoolpaneshwar | RGB | Done |
🔔 Live Alert Management
All active alerts across Gujarat forest divisions —
🗺️ GIS Interactive Platform
Multilingual · Role-Based · API-Driven · Drill-down from State → Division → Range
🗺️ Interactive Forest GIS — Gujarat State
📐 Measurement Tools
📥 Data Export
🔗 Integrations
Connected systems
✅ e-Gujforest
✅ State SSO
✅ GSDC Hosting
🔄 Eco-tourism Portal
⏳ Forest Patrol App
🛰️ Satellite Data Repository
Multi-resolution imagery · GSDC hosted · CORS-corrected
📡 Data Sources
| Source | Resolution | Status |
|---|---|---|
| Multispectral (VIS/NIR/SWIR) | 3m | Live |
| High-detail (Priority Areas) | 0.3m | Live |
| SAR (Cloud cover) | 10m | Live |
| ISRO Baseline | 5m+ | Provided |
| Open-source (Sentinel) | 10m | Active |
🌡️ Weather Data
Temperature (Avg)31.4°C
Humidity68%
Soil Moisture42%
Wind Speed14 km/h
Historical coverage: 20 years · 19 IPCC bioclimatic variables
🗄️ Data Repository
📁 Satellite_Raw/ (4.2 TB)
📁 Processed_NDVI/ (1.8 TB)
📁 SAR_AllWeather/ (2.1 TB)
📁 Weather_Historical/ (340 GB)
📁 IoT_Sensor_Streams/ (Live)
📁 Ground_Truth_Surveys/ (89 GB)
🖼️ Recent Satellite Captures — Gujarat Forest Areas
NDVI
Bharuch RF · 15 Jun
SAR
Mangrove Coast · 14 Jun
FIRE RISK
Dangs RF · 12 Jun
SWIR
Valsad Div · 10 Jun
🤖 AI/ML Intelligence Modules
8 core analytical engines · Satellite + IoT + Ground Truth
Forest Type & Species Mapping
NDVI/EVI indices, ML classification, species-specific spectral signatures
● LIVE
Encroachment Detection
Multi-date change detection, hotspot alerts, real-time monitoring
● LIVE
Forest Fire Mapping
Active fire detection, burn severity (dNBR), early warning alerts
● LIVE
Deforestation Mapping
Change detection, driver analysis, trend forecasting & projections
● LIVE
Biomass & Carbon Stock
Allometric models, carbon sequestration, credit scenarios
● LIVE
Mangrove Mapping
Species mapping, health monitoring, degradation & carbon tracking
● LIVE
Legal Forest Boundary
Cadastral + satellite hybrid, DGPS field verification
● LIVE
Forest Cover Change
Multi-temporal AI analysis, real-time change alerts
⚙ TRAINING
Coral Bleaching Alerts
Thermal anomaly detection, bleaching event forecasting
⚙ IN DEV
📊 Model Performance Dashboard
| Module | Accuracy | Last Retrained | Coverage | Status |
|---|
🚁 UAV / Drone Survey Management
~1% of 19,000 sq. km per cycle · RGB twice/yr · LiDAR 3× over 5yr
Surveys Completed
14
This cycle
In Progress
2
Active flights
Scheduled
6
Next 30 days
Ortho-Mosaics
38
GeoTIFF generated
🚁 Active UAV Fleet
UAV-GJ-01
🔋 72%
LIVE
UAV-GJ-03
🔋 54%
LIVE
UAV-GJ-05
🔋 100%
STANDBY
📋 Survey Specifications
| Parameter | Specification |
|---|---|
| Pixel Resolution | ≤ 10 cm |
| Max Flight Height | 300 ft (90 m) |
| Camera | 20 MP+ (B/G/R/NIR) |
| Forward Overlap | ≥ 80% |
| Side Overlap | ≥ 70% |
| LiDAR Vertical Accuracy | ±5 cm |
| LiDAR Point Density | ≥ 100 pts/m² |
📦 Recent Deliverables
| Area | Type | Date | Deliverable | Download |
|---|---|---|---|---|
| Bharuch RF Block 5 | RGB | 2024-06-12 | Ortho-Mosaic, DSM, DTM | |
| Shoolpaneshwar WLS | RGB | 2024-06-08 | Ortho-Mosaic, QA Report | |
| Netrang Division | LiDAR | 2024-05-25 | DSM, DTM, Point Cloud |
🌳 Tree Count Results — by Survey Block DEMO DATA — NOT A REAL SURVEY
This is a placeholder layout for when real drone-survey output (orthomosaic + CHM → crown-detection model) is processed.
Numbers below are illustrative only. Each row will populate from an actual processed flight, with a stated error margin from field-plot validation — not shown as a single "exact" number, since detection accuracy varies by canopy density.
| Survey Block | Forest Density | Flight Date | Detected Trees | Est. Error Margin | Method | Status |
|---|---|---|---|---|---|---|
| Bharuch RF Block 5 | Open Forest | 2024-06-12 | 4,812 | ± 6% | RGB + crown detection | Validated |
| Bharuch RF Block 14 | Very Dense | 2024-06-12 | 11,940 | ± 22% | RGB + crown detection | Needs field check |
| Netrang RF Block 2 | Moderately Dense | 2024-05-25 | 8,305 | ± 14% | LiDAR + CHM segmentation | Validated |
| Shoolpaneshwar WLS (sample plot) | Very Dense | 2024-06-08 | 2,140 | ± 25% | RGB + crown detection | Needs field check |
Note: error margin rises sharply with canopy density — overlapping crowns in dense natural forest are the main source of undercount, not a tooling limitation. No whole-division "exact" total is shown, because wall-to-wall counting at this density isn't reliable with current methods.
🌱 Nursery Sapling Tracker DEMO DATA — NOT CONNECTED YET
Nursery counts are far more tractable to make genuinely "live" than forest-wide tree counts — beds are small, top-down, and controlled.
This layout is ready to connect to your existing Google Sheets nursery data, with manual updates or periodic drone-photo bed counts.
| Nursery | Species | Saplings (current) | Capacity | Last Updated | Source |
|---|---|---|---|---|---|
| Bharuch Central Nursery | Teak | 18,400 | 22,000 | 2024-06-19 | Manual count |
| Bharuch Central Nursery | Bamboo | 6,250 | 8,000 | 2024-06-19 | Manual count |
| Jhagadia Range Nursery | Mixed Native | 9,870 | 12,000 | 2024-06-15 | Manual count |
| Netrang Range Nursery | Mangrove (Avicennia) | 14,300 | 15,000 | 2024-06-17 | Manual count |
To make this genuinely live: connect this table to your nursery Google Sheet (same data source as your chatbot project) so "Last Updated" reflects real entries, not a fixed demo date.
📡 ICCC — Integrated Command & Control Centre
Physical nerve center · Real-time monitoring · Emergency response coordination
CCTV Feeds Live
48
Check posts integrated
Active Incidents
5
Being monitored
Teams Deployed
3
Field response
Sensor Nodes
124
IoT network active
📹 CCTV Live Feed Monitor
📹
Bharuch CP-1
● LIVE
📹
Netrang CP-3
● LIVE
📹
Dangs Gate
● LIVE
📹
Valsad HQ
● ALERT
🚨 Incident Response Console
Fire — Bharuch Block 14
Encroachment — Netrang
🏗️ Infrastructure Status
🖥️ Video Wall — Online
🔌 UPS / Power Backup — Active (Battery 94%)
🌐 Network Redundancy — Dual Link Active
🎤 Public Address System — Standby
📱 Field Mobile App
Android & iOS · GPS-enabled · Offline mode · OTP-secured
Recent Field Submissions
🌳
Forest Type Survey · Beat 7
Sal+Teak mixed · Canopy 70% · by Ramesh V.
2h ago · GPS ±3m · Photo attached
📷
Encroachment Photo · Beat 12
Geo-tagged · 3 images · by Suresh K.
4h ago · GPS ±2m
📁
KML Upload · Plantation Block 3
Standing Order No. 8 compliant · 4.2 ha
Offline — Pending sync (no signal)
📊 Reports & MIS
Drill-down by State → Division → Taluka → Range · Export-ready
📈 Forest Cover Trend
+2.8% net gain vs 2022
🔥 Fire Incidents (Q2 2026)
🚧 Encroachment Summary
📋 Scheduled Reports
| Report | Frequency | Next Due | Action |
|---|---|---|---|
| Project Status Presentation | Weekly / Fortnightly | 2026-06-26 | |
| SLA Compliance Report | Monthly | 2026-06-30 | |
| CERT-In Security Audit | 6-Monthly | 2026-09-01 | |
| Forest Cover Change | Quarterly / Annual | 2026-07-01 |
🎓 Training & LMS
Learning Management System · All users trained before FAT
GIS Fundamentals
Basics of GIS, spatial data, coordinate systems
✅ Available
AI/ML for Forestry
Using AI models for species & encroachment detection
✅ Available
Mobile App Usage
GPS capture, KML upload, offline sync
✅ Available
Fire & ICCC Operations
Fire alert response, ICCC console, dispatch protocols
⚙ Coming Soon
Carbon Credits
Biomass calculation, sequestration, credit mechanisms
⚙ Coming Soon
Reports & MIS
Report generation, data export, dashboard usage
✅ Available
👥 User Training Progress
| User Group | Total Users | Trained | Progress |
|---|---|---|---|
| DFO / ACF Officers | 24 | 24 | |
| Range Forest Officers | 68 | 52 | |
| Field Beat Guards | 312 | 180 | |
| GIS / IT Staff | 18 | 18 |
⚙️ Admin & System Settings
RBAC · Security · SLA · Contract Management
👤 User Management (RBAC)
| Role | Users | Access Level |
|---|---|---|
| CCF / CF (Admin) | 4 | Full Access |
| DFO / ACF | 24 | Division Level |
| Range Forest Officer | 68 | Range Level |
| Beat Guard (Field) | 312 | Mobile App Only |
| GIS Analyst | 18 | Data + Analytics |
| View Only (MIS) | 12 | Reports Only |
🔒 Security & Compliance
✅ OTP-based login (SMS & Email)
✅ No concurrent sessions per user
✅ Data encrypted in transit (TLS 1.3)
✅ Data encrypted at rest (AES-256)
✅ State SSO integrated
🔄 CERT-In audit — Next: Sep 2024
✅ NeSDA, GIGW, STQC compliant
✅ Hosted at GSDC · DR site active
📋 Contract & SLA Status
| Parameter | Value | Status |
|---|---|---|
| Contract Period | 5 Years + 2 Years ext. | Active |
| Performance Bank Guarantee | 5% of contract value | Submitted |
| Application Uptime (SLA) | 99.5% — Achieved: 99.8% | ✓ Met |
| Bug Fix SLA (Critical) | 4 hours — Avg: 2.3 hrs | ✓ Met |
| IP / Data Ownership | 100% Forest Dept / GIL | Confirmed |
| Sub-contracting | Not Permitted | Compliant |
| Exit Management Plan | Submitted within 3 months | Due: Sep 2024 |
| Penalty Accumulated | ₹0 (0% of contract) | Clean |