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Drone Surveys & Geospatial Dashboards

High-resolution drone photogrammetry outputs, flood survey data, and agricultural dashboards for Andhra Pradesh — all served from the BigKahuna tile server.

~17,000
Drone images processed
8
Survey areas
2 cm
Best ortho resolution
9
Live web pages
Drone Orthophotos & 3D Outputs
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IITT Campus Orthophoto
Guntur · IIT Tirupati Temporary Campus

True orthophoto of the IITT p5–p6 campus area at 2 cm/pixel resolution. Includes opacity slider and live tile server status. Overlaid on OpenStreetMap base.

Leaflet COG · 1.76 GB Ortho DEM
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Mangalgiri LULC Survey Map
Mangalgiri, Andhra Pradesh · Jan 2025

Flight coverage map for the Mangalgiri Land Use / Land Cover drone survey. Shows all 5 survey areas and ~17,000 image footprints across 3 flight days (18–20 Jan 2025).

Leaflet 17,467 images 5 areas LULC
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Mangalgiri 3D Viewer
Potree 2.0 · CesiumJS · All 5 areas

Full-screen 3D point cloud and textured mesh viewer for the Mangalgiri survey. Fly-through the 4.9 GB dense cloud and 258 MB photorealistic GLB mesh. Parts 1B–2A still processing.

Potree 2.0 CesiumJS EPT · COPC · GLB
APSDMA Flood Survey — Sep 2024 · Vijayawada / Krishna District
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Flood DEM Viewer
Bhavanipuram · Jakkampudi · Singhnagar

Digital elevation models for 3 Vijayawada flood-affected areas rendered as a terrain colormap. Side panel with zoom-to buttons per area. Shows inundation depth and terrain gradient clearly.

Leaflet DSM · DTM Terrain colormap 4.5 GB DEMs
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Flood Orthophoto Viewer
Bhavanipuram · Jakkampudi · Singhnagar

High-resolution drone orthophotos for 3 flood-affected zones as processed by student teams. Full-colour aerial imagery showing flood damage, infrastructure, and recovery zones.

Leaflet 3 orthos · 8.8 GB Sep 2024
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Drone Photo Index Map
18,502 geotagged photos · 12 areas

Interactive map of every geotagged drone photo from the Sep 2024 flood response. 18,502 photos across 12 survey areas — click any dot to preview the photo. Covers Singhnagar, RK Puram, Jakkampudi, Kandrika, Nunna and more.

Leaflet 18,502 photos 12 areas Photo preview
Agricultural Dashboards — Andhra Pradesh
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e-Panta Agricultural Dashboard
AP Districts · Irrigation & Crop Data

District-level agricultural dashboard for Andhra Pradesh showing crop coverage, irrigation group boundaries, and land use across all mandals. Full geometry, unsimplified boundaries, MapLibre rendering.

MapLibre All AP districts Irrigation groups Crop data
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e-Panta — Irrigation Groups
Reduced geometry · Fast load

Simplified version of the e-Panta dashboard focused on irrigation group boundaries. Reduced geometry for faster loading. Useful for district-level overview without full mandal detail.

MapLibre Simplified geometry Irrigation groups
GeoServer WMS Layers — AP Land Parcels · PostGIS
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AP All-State Land Parcels
Full Andhra Pradesh · 90 Million Polygons

Complete AP land parcel dataset covering all districts — 90 million cadastral polygons served via GeoServer WMS/WFS from PostGIS. Bounding box: 76.77°E–84.76°E, 12.62°N–19.17°N.

WMS · WFS 90M polygons EPSG:4326 PostGIS
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District 755 — AP Land Parcels
Single District · Detailed Cadastral Layer

Detailed land parcel layer for District 755. Covers 77.65°E–78.69°E, 14.90°N–16.07°N. Useful for mandal-level and village-level parcel inspection via WMS or WFS.

WMS · WFS District 755 EPSG:4326 PostGIS
Infrastructure
TiTiler — Raster Tile Server
tiles.samrath-research.net · Port 8000

FastAPI-based Cloud Optimized GeoTIFF tile server. Serves all orthophotos, DEMs, and COGs. Supports dynamic band combination, colormap, rescaling, and statistics. CORS open for all origins.

TiTiler 0.24.2 COG GDAL Cloudflare
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GeoServer — Vector Services
tiles.samrath-research.net/geoserver · Port 8080

OGC-compliant WMS/WFS server backed by PostGIS 3.6.2 (PostgreSQL 17). Serving 90 million AP land parcel polygons across 2 live layers. Supports WMS, WFS, WMTS and vector tile endpoints.

GeoServer 2.28.3 PostGIS 3.6.2 WMS · WFS · WMTS 90M polygons