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 |
📢 Human-Animal Conflict Citizen Reporting Portal
Submit conflict reports and monitor verification status — RFP §4.3.3.7
📝 Log Human-Animal Conflict Incident
📋 Human-Animal Conflict Reports & Status
| ID | Species / Type | Location | Date/Time | Status |
|---|
🔔 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 · API-first architecture (RFP §4.3.6)
✅ e-Gujforest
✅ State SSO
✅ GSDC Hosting
✅ Forest Fire Portal (MoEFCC)
🔄 Eco-tourism Portal
✅ Forest Patrol App (Van Prahari)
🔬 Advanced GIS Analysis (RFP §4.3.4.8)
🛰️ 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
🛰️ CORS Reference Network & Correction Alignment
Positional data derived from satellite imagery, UAV surveys, and remote sensing are processed using Continuously Operating Reference Stations (CORS) post-processing. Targets: Horizontal < 10cm, Vertical < 5cm.
Station Health & Tracking
| Station ID | Division / Area | Latency | H-Offset | V-Offset | Status |
|---|---|---|---|---|---|
| GNDN-CORS-01 | Gandhinagar Circle | 45ms | ±1.2 cm | ±2.4 cm | Online |
| BHRC-CORS-02 | Bharuch South | 58ms | ±1.8 cm | ±3.1 cm | Online |
| VLSD-CORS-03 | Valsad Coast | 62ms | ±2.2 cm | ±3.7 cm | Online |
| DANG-CORS-04 | Dangs Ridge | 75ms | ±3.1 cm | ±4.5 cm | High Jitter |
CORS Correction Post-Processing Audit
| Data Product | Source | CORS Ref | Processed Date | Verification |
|---|---|---|---|---|
| Bharuch Orthomosaic | UAV Flight GJ-03 | BHRC-CORS-02 | 2026-06-25 | Passed (H:6.2cm, V:3.4cm) |
| Netrang LiDAR DTM | UAV Flight GJ-01 | BHRC-CORS-02 | 2026-06-24 | Passed (H:4.8cm, V:2.1cm) |
| Valsad SWIR composite | Sentinel-2 + CORS | VLSD-CORS-03 | 2026-06-23 | Passed (H:8.1cm, V:4.2cm) |
| Dangs Forest Boundary | DGPS Field Survey | DANG-CORS-04 | 2026-06-22 | Passed (H:9.2cm, V:4.9cm) |
🤖 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
Plantation Monitoring (SO-8)
KML-based plantation validation · 90% (±5%) accuracy target
● LIVE
Nursery Health & Soil Moisture
NDVI/EVI health indices, IoT moisture, irrigation AI scheduling
● LIVE
All deployed models must exceed the RFP minimum accuracy threshold of 80% (RFP §4.3.3.10). Plantation monitoring target: 90% (±5%) per Standing Order No. 8.
📊 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 · DGCA compliant
🔭 LiDAR Survey Budget Tracker
Contract: 3 LiDAR surveys over 5-year tenure (RFP §4.3.2.2) · RGB optical twice yearly
1
2
3
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
📡 Body Worn Cameras — 18 Active
🌡️ Thermal Railway Cameras — 12 Online
📱 Field Mobile App
Android & iOS · GPS anti-spoofing · Live photo only · OTP · Gujarati + English (RFP §4.3.5)
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)
📱 RFP Mobile Features
✅ GPS capture with anti-spoofing
✅ Live photo only (gallery upload blocked)
✅ KML upload — Standing Order No. 8
✅ GT Officer registration (Aadhaar QR)
✅ Events/Training with geo-tagging
✅ Invasive species reporting forms
✅ Field team KPI scoring (distance, surveys)
✅ OTP login · No concurrent sessions
✅ Gujarati + English UI
✅ Supervisor Approval Queue
🌿 Approved Invasive Species Mapped
| Species | Stage | Area (ha) | Eradication | Status |
|---|
📊 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 |
🌲 Department Verticals — Forest · Wildlife · Social Forestry
RFP deliverables by vertical · Drill-down State → Division → Taluka → Range
Recorded Forest Area
14,872
sq. km · Gujarat
Reserved Forest
9,240
sq. km
Protected Forest
4,108
sq. km
Unclassified
1,524
sq. km
📊 Forest Cover in RFA (FSI Methodology)
| Density Class | Area (km²) | % of RFA |
|---|---|---|
| Very Dense (>0.7) | 3,240 | 17% |
| Moderately Dense | 6,810 | 36% |
| Open Forest | 7,420 | 39% |
| Scrub (<0.1) | 1,631 | 8% |
📁 Coupe Maps & Management Plans
Upload coupe maps and approved management plan GIS layers per division (RFP deliverable).
| Division | Coupe Maps | Mgmt Plans | Action |
|---|---|---|---|
| Bharuch | 12 uploaded | 2024–29 | |
| Netrang | 8 uploaded | 2023–28 | |
| Dangs | 3 pending | 2024–29 |
🦁 Protected Areas — Digitized Boundaries
| PA Type | Count | Area (km²) | Status |
|---|---|---|---|
| National Parks | 4 | 1,872 | Digitized |
| Wildlife Sanctuaries | 23 | 5,340 | Digitized |
| Conservation Reserves | 6 | 412 | Digitized |
| Eco-sensitive Zones | 18 | — | In review |
🏥 Rescue · Veterinary · Breeding Centres
| Facility | Location | Capacity | Status |
|---|---|---|---|
| Rescue Centre | Sasan Gir | 48 animals | Operational |
| Veterinary Hospital | Vadodara WLS | 24 beds | Operational |
| Breeding Centre | Vansda NP | 12 enclosures | Active |
| Rescue Centre | Shoolpaneshwar | 18 animals | Renovation |
🏕️ Eco-tourism Sites
| Site | Division | Visitors (YTD) | Portal Integration |
|---|---|---|---|
| Shoolpaneshwar WLS | Bharuch | 12,400 | Pending Go-Live |
| Vansda NP | Dangs | 8,920 | Pending Go-Live |
| Nalsarovar | Ahmedabad | 24,100 | Live |
🌿 Tree Cover Outside Forest (TOF)
| Category | Area (ha) | Monitoring |
|---|---|---|
| Gram Van | 42,800 | KML + Satellite |
| Roadside Plantation | 18,400 | Active |
| Van Kavach / NAMO Van | 9,200 | Active |
| Urban Forest / Panchvati | 6,100 | Active |
| Agroforestry (dept.) | 31,500 | Sampling |
Plantation monitoring per Standing Order No. 8 — minimum 90% (±5%) accuracy target on sampling basis.
🏠 Nurseries · Van Chetna · Van Kutir
| Facility | Count | Integration |
|---|---|---|
| Department Nurseries | 86 | Linked |
| Van Chetna Kendra | 142 | In progress |
| Van Kutir | 58 | In progress |
| Panchvati Sites | 210 | Mapped |
📁 Plantation KML Upload Status
Blocks with SO-8 KML847 / 920
Validated (90% target)712 / 847
Total Mangrove Cover
1,103
sq. km · Gujarat
In Notified RF
892
sq. km
Plantation Blocks
34
KML monitored
Coral Alerts
2
Gulf of Kutch
🌊 Mangrove Density Classes (District-wise)
📍 Ground Truth Survey Management
Continuous field validation · Mobile + Web · ±5 m GPS accuracy target
Survey Points (YTD)
4,218
GPS-tagged
Active Surveyors
42
Field + GT officers
Validated
3,840
91% of submissions
Pending Approval
18
Supervisor review
🗺️ Survey Progress Map
📋 Active Survey Campaigns
📥 Recent Ground Truth Submissions
🌱 Nursery Plant Health & Soil Moisture
IoT sensors · NDVI/EVI · Irrigation scheduling · Threshold alerts (SMS/Email)
AVG NDVI (Nurseries)
0.72
Healthy range
Soil Moisture (Avg)
58%
Optimal
Active Alerts
3
2 moisture · 1 health
🌡️ IoT Sensor Network — Nurseries
💧 Irrigation Schedule (AI-Predicted)
🌱 Sapling Inventory by Nursery
🌊 Mangrove Seed Bed GPS Tracking & Displacement Monitoring (IoT GPS-Tagged)
Tidally active seed beds are monitored in real-time. If GPS displacement exceeds 0.5 meters from its original anchored coordinate, an automated critical warning is dispatched.
| Seed Bed ID | Mangrove Species | Original Location | Current Location | Displacement | Status | Simulation |
|---|
🔔 Nursery Alert Feed
🚶 Forest Patrolling Application
Integration with platform · Beat-wise patrol tracking · Van Prahari check posts
Patrols Today
186
Across Gujarat
Beats Covered
78%
Of scheduled
Check Posts Live
48
Van Prahari integrated
Missed Beats
24
Alert sent to RFO
🗺️ Live Patrol Tracks — Bharuch Division
📋 Beat Patrol Status
🔗 Integrations
✅ Van Prahari Check Post API — Live
✅ Forest Fire Portal (MoEFCC) — Integrated
✅ e-Gujforest Patrol Sync — Active
🔄 Body Worn Camera relay — 18 units streaming
📡 IoT & Edge Devices
Body-worn cameras · Thermal animal detection · PhenoMet · Forest IoT network
Body Worn Cameras
18
Active · 2 GB/day each
Thermal Cameras
12
Railway wildlife corridor
PhenoMet Towers
8
AWS + phenology cam
IoT Sensor Nodes
124
Forest + nursery
📹 Body Worn Cameras — Field Officers
🚂 Thermal Animal Detection — Railway Corridors
AI thermal imaging for animal detection near railway tracks · 640×480 · 750 m range · SMS/alert to train operators (RFP §4.4.1.2).
Live Infrared Camera Simulation
Active Detections & System Override Log
[SYSTEM READY] Monitoring sectors...
🌡️ PhenoMet & Environmental Sensors
⚙️ 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 |
🔔 Alert Notification Settings (SMS / Email)
| Alert Type | SMS | Recipients | |
|---|---|---|---|
| Forest Fire | On | On | RFO, DFO, ICCC |
| Encroachment | On | On | RFO, Beat Guards |
| Nursery Moisture | On | Off | Nursery staff |
| Animal (Railway) | On | On | Railway + Forest |
🔗 API Gateway & Integrations (RFP §4.3.6)
| API / System | Status | Version |
|---|---|---|
| Authorization & License Keys | Active | v2.1 |
| e-Gujforest | Live | v3.0 |
| Van Prahari Check Posts | Live | v1.4 |
| Forest Fire Portal (MoEFCC) | Live | v1.0 |
| ISRO Global Classification | Integrated | — |
📋 Workflow & Approval Chains
| Workflow | Steps | Status |
|---|---|---|
| Field Survey Approval | Beat Guard → RFO → DFO | Active |
| KML Plantation Validation | Field → GIS Analyst → DFO | Active |
| Ground Truth Verification | GT Officer → RFO | Active |
| Report Publication | Analyst → DFO → CCF | Active |
📜 Audit Trail (Recent)
💾 Backup & High Availability (RFP §4.3.8)
2×/week
Full DB backup
3×/day
Log backup
99.8%
Uptime (SLA 99.5%)