01 · Project question
How do rainfall, vegetation condition, and hotspot patterns relate across South Kalimantan?
02 · Data
Sources used in the study
Fire hotspots
NASA FIRMS
Hotspot distributionRainfall
CHIRPS / BMKG — needs confirmation
Rainfall conditionSatellite imagery
Sentinel-2
Vegetation and burn-scar exploration03 · Workflow
From source data to interpretation
- 01Data collection
- 02Temporal filtering
- 03Raster preparation
- 04Hotspot mapping
- 05Vegetation analysis
- 06Interpretation
04 · Methods
Analytical approach
Temporal analysis
To compare conditions through time.
Hotspot mapping
To examine the spatial distribution of detected fire activity.
Vegetation analysis
To explore changes in vegetation condition using satellite imagery.
05 · Result
Project output
Verified project output not suppliedDevelopment placeholder · no fabricated map
Result narrative will be added after the analysis and map output are verified.
06 · Interpretation
What the spatial pattern means
Needs confirmation after final analysis. No conclusion has been invented.
07 · Limitations
Boundaries of the analysis
- Dataset periods and final analytical method need confirmation.
- Cloud coverage and hotspot detection limitations must be documented after analysis.
08 · Related learning
Methods connected to structured learning
University of TorontoSpatial Analysis and Satellite Imagery in a GIS09 · WebGIS