Urban Leaf MonitoringRemote sensing planning workspace
Decision Support

Optimized Spatial Planning & Ecological Sensitivity Matrix

This operational layer ranks peripheral Hasdeo zones by environmental fragility, core proximity, and evidence confidence to dictate where development pressure carries the lowest ecological tax.

Strategic DirectiveHasdeo East emerges as the lower-impact candidate search area.

This ranking favors peripheral zones with lower overlap into the dense forest core while keeping the evidence trail visible.

Disturbance Signal20.8%Canopy collapse in the March-April 2022 window.
Surface Exposure+119.2%BSI surge against the pre-event baseline.
Thermal Pressure+38.0%Radiometric heat rise mapped to the disruption sector.

Hasdeo Topology Map

Select a perimeter zone to audit its scoring telemetry.

Hasdeo East
EastBufferWestSouthNorthCore
Preferred Zone Conditional Avoid

Sector Ranking Matrix

Higher baseline scores correlate to reduced ecological disruption under the current planning heuristic.

Methodology & Cautions

This layer is engineered for preliminary spatial filtering, not as a replacement for formal ground-truth clearance.

40% WeightCore overlap

Zones overlapping the dense forest core are treated as environmentally sensitive.

25% WeightCentrality

Zones nearer the center of the Hasdeo block are penalized because they fragment interior forest.

20% WeightPeriphery advantage

Outer-edge zones are favored because they avoid cutting through the center of the block.

15% WeightEvidence confidence

Monthly export coverage is used only as a confidence signal for the recommendation, not as ecological risk.

Current Evidence Note: March-April 2022 shows the strongest exposed-land and thermal stress in the feature timeline. Later periods recover some vegetation signal, but the disturbance window still marks the critical planning caution.