GeoRetina AI turns satellite imagery, gridded forecasts, hazard surfaces, and environmental datasets into risk, exposure, conservation, and monitoring outputs. You describe the decision question in chat, attach or select the region, then inspect the result on the map and in the artifacts panel.
Supported Workflows
| Workflow | Use it for | Typical outputs |
|---|---|---|
| Land Use/Land Cover Mapping | Current land-cover composition and class area summaries. | Landscape baseline, class chart, class area metrics. |
| Land-Use/Land-Cover Change | Multi-year or period-to-period landscape change. | Trend charts, timeline maps, change summaries for planning or conservation review. |
| Vegetation Monitoring | NDVI/EVI trends, vegetation stress, and inspection priorities. | Index maps, trend charts, hotspot polygons. |
| Remote Sensing Flood Risk Assessment | Globally available first-pass relative flood susceptibility screening. | Risk index map, risk-class composition, component drivers. |
| Physics-Based Flood Risk & OSM Feature Exposure | Prepared-location flood depth, risk classes, and exposure for requested OSM features where coverage exists. | Flood-depth surfaces, exposed OSM features, attribute tables. |
| Wildfire Susceptibility | Current or specified wildfire susceptibility probability and exposed features. | Susceptibility maps, class charts, exposure summaries. |
| Physical Risk Screening | Property, site, or investment screening across hazards such as flood, wildfire, drought stress, and heat. | Risk score, dominant hazard, hazard evidence, caveats. |
| Forest Loss & Driver Attribution | Forest-loss extent and likely disturbance drivers. | Loss maps, driver charts, summaries. |
| Urban Heat Island Analysis | Surface-temperature hotspots and urban heat trends. | Heat maps, time-series summaries, hotspot interpretation. |
| Weather Forecasting | Medium-range forecast layers and atmospheric context. | Forecast maps, charts, weather summaries. |
| Air Pollution Analysis | Pollutant concentration mapping and temporal summaries. | Pollution maps, statistics, hotspot summaries. |
Standard Workflow
- Select or draw a region of interest.
- Choose Core for fast map-layer output or Super for deeper report and follow-up-ready output.
- Ask for the risk, exposure, conservation, or monitoring output with the relevant time period, return period, pollutant, or index.
- Inspect the map layer, legend, chart, or table.
- Reuse the generated asset for follow-up questions, reports, or exports.
Prompt Examples
Land-cover trend
Show land-cover composition for @study_area from 2018 to 2025.
Vegetation stress
Analyze NDVI trends for @forest_blocks and identify stress hotspots.
Global flood screen
Run remote-sensing flood risk assessment for @site_boundary.
Wildfire
Map current wildfire susceptibility for @wildfire_audit.
Interpreting Results
Risk and conservation outputs should be read with the layer legend, chart, and source context together. A color on the map tells you where a condition appears; the chart or table tells you how much of it exists; the chat response explains the result and limitations.
For decision-grade work, use Super mode to create a report, then ask follow-up questions against the generated analysis assets.