Doria · Field Intelligence Module 02

Site Analysis &
Habitat Degradation

Doria's spatial analysis engine gives conservation commanders a real-time, multilayered view of their reserves — tracking deforestation, human encroachment, and critical ecological resources without requiring specialist GIS expertise.

© Doria 2026 royalesirandula@gmail.com Satellite and field layers on one map Scroll for data ↓
Intro Targets Detection Impact Approach 02
Introduction
10M
hectares of critical wildlife habitat lost annually to illegal logging and agricultural encroachment
80%
of terrestrial biodiversity depends on forests experiencing rapid fragmentation and corridor severance
$15B
estimated annual value lost to illegal timber harvesting in Sub-Saharan Africa and Southeastern Asia

Habitat loss is the leading driver of species extinction globally — outpacing even direct poaching in its long-term impact. Vast protected areas are frequently "paper parks" in practice: gazetted in law, but actively degraded by illegal logging, charcoal burning, and agricultural expansion that goes undetected for months because no spatial monitoring infrastructure exists at the reserve level.

Doria's Site Analysis module provides rangers, wardens, and regional analysts with a continuous, layered spatial view of their protected areas — integrating satellite-derived change detection, decentralised ground-truthing by field teams, and version-controlled collaborative mapping. Complex spatial queries that once required dedicated GIS analysts can now be answered in seconds from the field.

* Habitat figures based on Global Forest Watch, FAO, and IUCN assessments cross-referenced with Doria's reserve monitoring dataset.
• How Doria Responds

Four pillars of spatial intelligence
for reserve operations

←
→
🌐
On-Demand Environmental Layers
Draw or load any area of interest and stack live Earth Engine layers over it — vegetation health (NDVI), surface water, elevation, land cover, rainfall and temperature — with zonal statistics computed on that exact boundary in seconds, no GIS specialist required.
Environmental Layers
📍
Buffer & Proximity Analysis
Anchor a point and sweep a buffer of any radius to instantly count the sightings, incidents, and assets that fall inside it — answering questions like "what wildlife activity is within 5 km of this waterhole?" without writing a single spatial query.
Buffer Zone
🗺️
Sector & Patrol Grid Management
Divide million-acre reserves into tactically manageable patrol grids. Assign sectors to teams, track coverage efficiency, and identify blind spots in patrol deployment — turning vast wilderness into structured operational zones.
Sector Grid
💧
Ecological Resource Mapping
Dynamically plot and monitor dry-season water sources, salt licks, and historical wildlife migration corridors to anticipate movement patterns, predict HWC flashpoints, and deploy resources proactively before a crisis escalates.
Resource Map
The Crisis

Spatial
Blindspots

Swipe to explore the four spatial blindspots →

The GIS Bottleneck
Too complex. Too expensive.
Paper Parks & Silent Loss
Degraded long before detection
01
The GIS Bottleneck
Traditional GIS platforms (ArcGIS, QGIS) require specialist-level training. In most reserves, a single GIS analyst handles spatial queries for dozens of rangers — creating a bottleneck where urgent requests like "how many vehicles have crossed this boundary in 30 days?" take 24–72 hours to answer.
02
Cost Barriers to Entry
Enterprise-grade spatial platforms cost $10,000–$50,000 per licence annually — completely inaccessible to the community conservancies, small NGOs, and ranger units that protect the majority of Africa's biodiversity. Without spatial tools, they patrol blind.
03
Encroachment Goes Undetected
In reserves without active change-detection infrastructure, illegal logging and agricultural clearing frequently goes unnoticed for 6–18 months. By the time a ground team identifies it, the deforestation front has already penetrated several kilometres into the protected zone.
04
Fragmented Corridor Data
Wildlife migration corridors that span multiple conservancies and national parks are rarely monitored holistically. Each entity holds their own data in incompatible formats, meaning the cross-boundary picture is effectively invisible to any one manager.
01
The GIS Bottleneck
Traditional GIS platforms (ArcGIS, QGIS) require specialist-level training. In most reserves, a single GIS analyst handles spatial queries for dozens of rangers — creating a bottleneck where urgent requests like "how many vehicles have crossed this boundary in 30 days?" take 24–72 hours to answer.
02
Cost Barriers to Entry
Enterprise-grade spatial platforms cost $10,000–$50,000 per licence annually — completely inaccessible to the community conservancies, small NGOs, and ranger units that protect the majority of Africa's biodiversity. Without spatial tools, they patrol blind.
↗
03
Encroachment Goes Undetected
In reserves without active change-detection infrastructure, illegal logging and agricultural clearing frequently goes unnoticed for 6–18 months. By the time a ground team identifies it, the deforestation front has already penetrated several kilometres into the protected zone.
04
Fragmented Corridor Data
Wildlife migration corridors that span multiple conservancies and national parks are rarely monitored holistically. Each entity holds their own data in incompatible formats, meaning the cross-boundary picture — essential for understanding species movement — is effectively invisible to any one manager.
How it Works

The Site
Study

Swipe to explore the site study lifecycle →

Initiation & Layering
From blank canvas to live map
Collaboration & Approval
Version-controlled ground truth
01
Study Initiation
An analyst creates a new Site Study, defines the geographic boundary, and layers in the latest Sentinel-2 imagery. The study is automatically assigned a unique Membership ID, which all contributing rangers and collaborators use to reference and contribute to the shared spatial record.
02
Ground-Truth by Rangers
Rangers in the field open the study offline and mark suspected logging camps, illegal boreholes, and fence breaches directly onto the map from GPS. All contributions are tagged with the ranger's membership ID, timestamp, and device-captured evidence.
03
Version-Controlled Approval
Each ranger's spatial contribution is pushed as a "branch" to the group study. The Chief Analyst reviews all proposed additions, accepts or rejects each contribution with documented reasoning, and merges approved data into the canonical reserve map.
04
Export to Policy & Research
Finalised studies are exportable to government enforcement agencies, IUCN reports, and university research platforms. Multi-year composite analyses form the backbone of biodiversity case studies and academic publications on biome health.
1
Study Initiation
An analyst creates a new Site Study, defines the geographic boundary, and layers in the latest Sentinel-2 imagery. The study is automatically assigned a unique Membership ID, which all contributing rangers and collaborators use to reference and contribute to the shared spatial record.
2
Ground-Truth by Rangers
Rangers in the field open the study offline and mark suspected logging camps, illegal boreholes, and fence breaches directly onto the map from GPS. All contributions are tagged with the ranger's membership ID, timestamp, and device-captured evidence.
↗
3
Version-Controlled Approval
Each ranger's spatial contribution is pushed as a "branch" to the group study. The Chief Analyst reviews all proposed additions, accepts or rejects each contribution with documented reasoning, and merges approved data into the canonical reserve map — creating a full audit trail for governance and legal use.
4
Export to Policy & Research
Finalised studies are exportable to government enforcement agencies, IUCN reports, and university research platforms. Multi-year composite analyses form the backbone of biodiversity case studies, encroachment litigation evidence, and academic publications on biome health.