Build an OpenFEMA Agricultural Flood Declaration Tracker

Track repetitive agricultural disaster declarations across farming counties using OpenFEMA historical endpoints. Identify chronically vulnerable cropland and formulate structured soil drainage adaptation plans.

Agricultural Extension Risk Officer

Poll OpenFEMA DisasterDeclarationsSummaries filtered by incidentType Flood and designated area.

Map declarations to regional USDA agricultural soil classification zones.

Compute repeat flood return rates across multi-decade farming histories.

Draft tailored agricultural drainage and crop diversification adaptation recommendations.

Web dashboard with county-level agricultural flood recurrence graphs, soil type overlays, and printable adaptation briefs.

Access OpenFEMA API via HTTP queries using $filter and $select parameters. Cache sample county disaster declarations locally. Starter examples below are synthetic. They are not downloaded records.

FEMA OpenFEMA Utilizes OpenFEMA API URI parameters $select, $filter=incidentType eq 'Flood', and $orderby=declarationDate.

haystack, requests, pydantic. Constructs document processing pipelines that integrate tabular disaster statistics into retrieval-augmented adaptation briefs. Local or hosted LLM compatible with Haystack OpenAIChatGenerator or HuggingFace pipelines.

Submit runnable source, pinned dependencies, setup commands, a working interface, example outputs, and a recorded end-to-end demo. Include tests and an action log.

Executes OpenFEMA queries with compliant ISO-8601 date filters.

Aggregates flood disaster frequencies per agricultural county.

Synthesizes soil drainage adaptation proposals matching local crop conditions.

```json [ { "input": { "county_fips": "19001", "state": "IA", "crop_type": "Corn", "flood_declarations_count": 5, "soil_drainage_class": "POORLY_DRAINED" }, "expected_output": { "county_fips": "19001", "recurrence_tier": "HIGH_FREQUENCY", "drainage_intervention_required": true, "recommended_practice": "PATTERN_TILE_DRAINAGE_AND_COVER_CROPS", "adaptation_readiness_score": 0.88 } }, { "input": { "county_fips": "19003", "state": "IA", "crop_type": "Soybeans", "flood_declarations_count": 0, "soil_drainage_class": "WELL_DRAINED" }, "expected_output": { "county_fips": "19003", "recurrence_tier": "LOW_FREQUENCY", "drainage_intervention_required": false, "recommended_practice": "STANDARD_CONSERVATION_TILLAGE", "adaptation_readiness_score": 0.22 } } ] ```

Supplies advisory agronomic recommendations; does not furnish engineering warranties for drainage installations. Use mock external writes. Require human review before any real deployment.