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HUTAN PENDIDIKAN PACCEKKE

Kawasan Hutan Dengan Tujuan Khusus (KHDTK) Universitas Muhammadiyah Makassar - Platform interaktif untuk monitoring, penelitian, dan pengelolaan hutan pendidikan menuju pengelolaan hutan berkelanjutan, terdepan dan inklusif.

229.18
Hektar
51
Grid Monitoring
LIVE
Platform Status: All Systems Operational
Educational Forest Monitoring System will send alerts automatically when there is Grid on Medium+ Fire Risk or LST > 38°C or Grid has Poor vegetation health
Last Updated:
Hutan Pendidikan UNISMUH Makassar
Location & Details

Location: Desa Paccekke, Soppeng Riaja, Kabupaten Barru, Sulawesi Selatan

Legal Standing: SK KEMENHUT 4528 Tahun 2025

Established: 2023

Elevation: 400-800 meters above sea level

Climate: Tropical monsoon climate

Research Focus Areas
  • Forest Growth Dynamics
  • Biodiversity Assessment
  • Watershed Management
  • Carbon Sequestration
  • Climate Adaptation and Mitigation
  • Community-Based Forest Management
  • Non-timber Forest Products Utilization
Cam 1 Temporary Disconnected
Forest Canopy
Cam 2 Temporary Disconnected
Wildlife Trail
--°C
Land Surface Temperature (LST) Checking... Loading...
0/51 Low
Fire Detection
VIIRS Monitoring
BM-1
Benchmark
Station Point
Position: Move mouse over map
Last Click: Click on map
Measurement: Use tools to measure
Vegetation Monitoring - GRID Hutan Pendidikan Layer Last 12 months data
Vegetation Health Monitoring Grid
NDVI Vegetation Health System
Primary Data Source:
Sentinel-2: COPERNICUS/S2_SR_HARMONIZED
Backup Source: LANDSAT/LC08/C02/T1_L2
Processing: Google Earth Engine
Health Classification:
HEALTHY: NDVI ≥ 0.6 (Dense vegetation)
MODERATE: NDVI 0.3-0.6 (Moderate vegetation)
POOR: NDVI < 0.3 (Sparse/stressed vegetation)
Spectral Bands:
• Red Band (B4): 664.5nm
• NIR Band (B8): 842.5nm
• NDVI = (NIR - Red) / (NIR + Red)
• Cloud Masking: QA60 band filtering
Technical Specifications:
• Spatial Resolution: 10m (Sentinel-2)
• Scale Factor: 0.0001 applied
• Cloud/Cirrus Masking: Automatic
• Grid System: 51 monitoring plots
Update Frequency: Weekly satellite analysis
Coverage: 51 forest monitoring plots
NDVI Active
0
Healthy Plots
0
Moderate Health
0
Poor Health
Loading...
Poor
Moderate
Healthy
Last Analysis: Loading...
Forest Fire Monitoring Grid
VIIRS/MODIS Fire Detection System
Primary Detection:
• VIIRS Suomi NPP (375m resolution)
• VIIRS NOAA-20 (375m resolution)
• Dual satellite coverage for reliability
Backup Detection:
• MODIS Terra (1km resolution)
• FireMask thermal anomaly detection
Data Sources:
NASA LANCE: NASA/LANCE/SNPP_VIIRS/C2
NASA LANCE: NASA/LANCE/NOAA20_VIIRS/C2
MODIS Collection 6.1: MODIS/061/MOD14A1
Risk Classification:
LOW: No fire detected
MEDIUM: Any fire detection found
HIGH: FRP > 20MW or confidence > 60%
CRITICAL: FRP > 50MW or confidence > 80%
Confidence Levels:
• 0% = No fire detected (normal)
• 20-100% = Fire confidence from satellites
• VIIRS: 20% (low), 60% (nominal), 100% (high)
• MODIS: 70-90% based on thermal signature
Monitoring Parameters:
• Fire Radiative Power (FRP)
• Brightness Temperature (VIIRS)
• Confidence Level (0-100%)
• Detection Date & Coordinates
Update Frequency: Real-time with 6-hour cache
Coverage: 51 forest grid cells, ~7-day detection window
VIIRS Active
0
Active Alerts
0
Hot Spots
LOW
Risk Level
Last Scan: Loading...
Normalized Difference Vegetation Index (NDVI) (Last 3 months)
NDVI - Vegetation Health Indicator
Data Source:
Sentinel-2: COPERNICUS/S2_SR_HARMONIZED
Processing: Google Earth Engine
Coverage: Entire KHDTK polygon (average)
Formula & Bands:
NDVI = (NIR - Red) / (NIR + Red)
• Red Band (B4): 664.5nm
• NIR Band (B8): 842.5nm
Health Classification:
HEALTHY: NDVI ≥ 0.6 (Dense vegetation)
MODERATE: NDVI 0.3-0.6 (Moderate vegetation)
POOR: NDVI < 0.3 (Sparse/stressed vegetation)
Technical Specifications:
• Spatial Resolution: 10m (Sentinel-2)
• Scale Factor: 0.0001 applied
• Cloud/Cirrus Masking: Automatic
• Time Series: Last 12 months
Current layer shows: Loading...
Enhanced Vegetation Index (EVI) (Last 3 months)
EVI - Enhanced Vegetation Analysis
Data Source:
Sentinel-2: COPERNICUS/S2_SR_HARMONIZED
Processing: Google Earth Engine
Coverage: Entire KHDTK polygon (average)
Formula & Bands:
EVI = 2.5 × ((NIR - Red) / (NIR + 6×Red - 7.5×Blue + 1))
• Blue Band (B2): 492.1nm
• Red Band (B4): 664.5nm
• NIR Band (B8): 842.5nm
Enhanced Features:
• Atmospheric correction included
• Canopy background noise reduction
• More sensitive to vegetation changes
• Range: -1.0 to +1.0
Technical Specifications:
• Spatial Resolution: 10m (Sentinel-2)
• Scale Factor: 0.0001 applied
• Cloud/Cirrus Masking: Automatic
• Time Series: Last 12 months
Current layer shows: Loading...
Normalized Difference Moisture Index (NDMI) (Last 3 months)
NDMI - Vegetation Water Content
Data Source:
Sentinel-2: COPERNICUS/S2_SR_HARMONIZED
Processing: Google Earth Engine
Coverage: Entire KHDTK polygon (average)
Formula & Bands:
NDMI = (NIR - SWIR1) / (NIR + SWIR1)
• NIR Band (B8): 842.5nm
• SWIR1 Band (B11): 1613.7nm
Moisture Analysis:
• Vegetation water content detection
• Drought stress monitoring
• Higher values = higher water content
• Range: -1.0 to +1.0
Technical Specifications:
• Spatial Resolution: 10m (Sentinel-2)
• Scale Factor: 0.0001 applied
• Cloud/Cirrus Masking: Automatic
• Time Series: Last 12 months
Current layer shows: Loading...
Combined Vegetation Indices (Last 12 months)
Combined Vegetation Analysis
Data Source:
Sentinel-2: COPERNICUS/S2_SR_HARMONIZED
Processing: Google Earth Engine
Coverage: Entire KHDTK polygon (average)
Combined Analysis:
• NDVI: Overall vegetation health & greenness
• EVI: Enhanced sensitivity with atmospheric correction
• NDMI: Vegetation water content & drought stress
Comprehensive Assessment:
• Multi-spectral vegetation monitoring
• Cross-validation of vegetation indices
• Temporal trend analysis capability
• Integrated health & moisture status
Technical Specifications:
• Spatial Resolution: 10m (Sentinel-2)
• Scale Factor: 0.0001 applied
• Cloud/Cirrus Masking: Automatic
• Time Series: Last 12 months
Comparative view: Loading...
Grid Vegetation Monthly Data
Grid Date Latitude Longitude NDVI EVI NDMI SAVI Observations
Avg Min Max Avg Min Max Avg Min Max Avg Min Max
Loading monthly vegetation data...
Data Source: Sentinel-2 COPERNICUS/S2_SR_HARMONIZED
Updates: Monthly Aggregation Realtime (Automatically)
Ready to load data

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