FEMA disaster declaration intelligence (monthly)
Monthly intelligence over FEMA disaster declarations: every Major Disaster (DR), Emergency (EM), and Fire Management (FM) declaration in the trailing 60 complete months (2021-09-01 → 2026-09-01 for this snapshot), deduplicated to one row per declaration (the API returns one row per designated area). Each row carries the normalized incident category (9-value closed taxonomy), incident-type raw value, declaration and incident dates, incident duration in days (elapsed-so-far for still-open incidents), days from governor request to declaration, the four assistance-program flags (IA/PA/HM/IH) with a program count, tribal-request flag, designated-area count, per-state 5-year declaration context, country_code USA + state code/name join keys, the canonical FEMA disaster page URL (DR records), and a documented 0-100 severity_score (45% declaration-type weight + 25% program profile + 20% log-scaled duration + 10% log-scaled area count) ranked as severity_rank with s1–s4 tiers. Primary key: (month, fema_declaration_string). Cadence: monthly. Nullability: incident_end_date null for open incidents; disaster_url null for EM/FM records; days_request_to_declaration null when the request date is absent. Caveats: severity is a triage heuristic, not a damage estimate (no obligation/cost input in the source); disaster closeout dates were omitted (only ~10% coverage). Agent-curated by intel-3 (2026-09-25): collection = keyless OpenFEMA API paged sweep; transformation = area-row collapse dedupe + incident taxonomy + date arithmetic + program profiling + severity scoring. FEMA records are U.S. federal government work under use-restricted terms (statistical research/reporting only) — commercial_use = unclear. Sample use: order by severity_rank for the most disruptive declarations of the last five years, or group by incident_category for the hazard mix.
Les titres et les descriptions proviennent des sources de données, en anglais.
- Lignes
- 660
- Colonnes
- 33
- Cadence de la source
- Mensuelle
- Dernière actualisation
- 25 sept. 2026
- Thème
- government
| Colonne | Type | Description |
|---|---|---|
| month | string | As-of month of the trailing 60-complete-month window (2026-09). (unit: YYYY-MM) |
| as_of | string | Fixed as-of date of the run; the window covers the 60 complete months ending this date. Fixed per run for hash stability. (unit: date) |
| fetched_at | string | As-of stamp of the fetch, pinned to the fixed window end (not wall-clock time) so same-window re-runs are byte-identical. ISO-8601 UTC. (unit: date-time) |
| fema_declaration_string | string | Canonical FEMA declaration id, e.g. DR-4612-MO. Primary key together with month. |
| disaster_number | integer | FEMA disaster number (numeric part of the declaration id). |
| declaration_type | string | DR = Major Disaster, EM = Emergency, FM = Fire Management. Closed enum. |
| declaration_date | string | Presidential declaration date. (unit: date) |
| declaration_title | string | Official FEMA declaration title (whitespace-normalized). |
| country_code | string | ISO alpha-3 join key; always USA. (unit: ISO alpha-3) |
| state_code | string | FEMA 2-letter postal state/territory code. |
| state_name | string | State/territory name from the connector's postal-code table. |
| region | integer | FEMA region (1-10). |
| incident_type_raw | string | Raw incidentType from the FEMA record, e.g. 'Severe Storm'. |
| incident_category | string | Closed 9-value taxonomy: tropical-cyclone, severe-storm, flood, winter-storm, wildfire, earthquake, landslide, coastal-storm, other. |
| incident_begin_date | string | Incident begin date. (unit: date) |
| incident_end_date | string | Incident end date; null for still-open incidents. (unit: date) |
| incident_duration_days | integer | Incident length in days; for open incidents, elapsed days up to as_of. (unit: days) |
| incident_open | boolean | True when incident_end_date is null. (unit: boolean) |
| declaration_request_date | string | Governor/tribal request date. (unit: date) |
| days_request_to_declaration | integer | Days from request to presidential declaration; null when the request date is absent. (unit: days) |
| ia_program | boolean | Individual Assistance program declared. (unit: boolean) |
| pa_program | boolean | Public Assistance program declared. (unit: boolean) |
| hm_program | boolean | Hazard Mitigation program declared. (unit: boolean) |
| ih_program | boolean | Individuals and Households program declared. (unit: boolean) |
| programs_count | integer | Number of declared assistance programs (0-4). (unit: count) |
| tribal_request | boolean | True for tribal-nation-requested declarations. (unit: boolean) |
| designated_area_count | integer | Number of designated areas collapsed into this declaration row. (unit: count) |
| state_declarations_5y | integer | Declaration count for the row's state over the 60-month window (concentration context). (unit: count) |
| disaster_url | string | Canonical FEMA disaster page (fema.gov/disaster/<n>), verified live for DR records; null for EM/FM. (unit: url) |
| severity_score | float | Documented 0-100 disruption heuristic: 45% declaration-type weight (DR=1.0, EM=0.55, FM=0.35) + 25% program profile + 20% log-scaled duration + 10% log-scaled area count. Not a damage estimate. (unit: score) |
| severity_tier | string | Severity bucket: s1 (>=75), s2 (>=55), s3 (>=35), s4 (below). |
| severity_rank | integer | 1-based rank within the window by severity_score desc, then disaster_number desc, then fema_declaration_string asc. (unit: rank) |
| row_hash | string | SHA-256 (16 hex chars) over the row's content fields; identical input yields an identical hash. (unit: hash) |
10 premières lignes d’exemple — un aperçu, pas le jeu de données complet.
| month | as_of | fetched_at | fema_declaration_string | disaster_number | declaration_type | declaration_date | declaration_title | country_code | state_code | state_name | region | incident_type_raw | incident_category | incident_begin_date | incident_end_date | incident_duration_days | incident_open | declaration_request_date | days_request_to_declaration | ia_program | pa_program | hm_program | ih_program | programs_count | tribal_request | designated_area_count | state_declarations_5y | disaster_url | severity_score | severity_tier | severity_rank | row_hash |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-09 | 2026-09-01 | 2026-09-01T00:00:00Z | DR-4827-NC | 4 827 | DR | 2024-09-28 | TROPICAL STORM HELENE | USA | NC | North Carolina | 4 | Tropical Storm | tropical-cyclone | 2024-09-25 | 2024-12-18 | 84 | false | 2024-09-27 | 1 | false | true | true | true | 3 | false | 40 | 13 | https://www.fema.gov/disaster/4827 | 86,12 | s1 | 1 | 60eec3242d0cec48 |
| 2026-09 | 2026-09-01 | 2026-09-01T00:00:00Z | DR-4781-TX | 4 781 | DR | 2024-05-17 | SEVERE STORMS, STRAIGHT-LINE WINDS, TORNADOES, AND FLOODING | USA | TX | Texas | 6 | Flood | flood | 2024-04-26 | 2024-06-05 | 40 | false | 2024-05-15 | 2 | false | true | true | true | 3 | false | 83 | 27 | https://www.fema.gov/disaster/4781 | 85,06 | s1 | 2 | 762d81d237832bd8 |
| 2026-09 | 2026-09-01 | 2026-09-01T00:00:00Z | DR-4830-GA | 4 830 | DR | 2024-09-30 | HURRICANE HELENE | USA | GA | Georgia | 4 | Hurricane | tropical-cyclone | 2024-09-24 | 2024-10-30 | 36 | false | 2024-09-30 | 0 | false | true | true | true | 3 | false | 94 | 9 | https://www.fema.gov/disaster/4830 | 84,96 | s1 | 3 | 76767e120a829b3d |
| 2026-09 | 2026-09-01 | 2026-09-01T00:00:00Z | DR-4652-NM | 4 652 | DR | 2022-05-04 | WILDFIRES, STRAIGHT-LINE WINDS, FLOODING, MUDFLOWS, AND DEBRIS FLOWS | USA | NM | New Mexico | 6 | Fire | wildfire | 2022-04-05 | 2022-07-23 | 109 | false | 2022-05-04 | 0 | false | true | true | true | 3 | false | 7 | 22 | https://www.fema.gov/disaster/4652 | 83,77 | s1 | 4 | ba0f7a13efafe970 |
| 2026-09 | 2026-09-01 | 2026-09-01T00:00:00Z | DR-4834-FL | 4 834 | DR | 2024-10-11 | HURRICANE MILTON | USA | FL | Florida | 4 | Hurricane | tropical-cyclone | 2024-10-05 | 2024-11-02 | 28 | false | 2024-10-11 | 0 | false | true | true | true | 3 | false | 52 | 22 | https://www.fema.gov/disaster/4834 | 82,98 | s1 | 5 | f0570212139c11d2 |
| 2026-09 | 2026-09-01 | 2026-09-01T00:00:00Z | DR-4675-FL | 4 675 | DR | 2022-09-30 | HURRICANE IAN - SEMINOLE TRIBE OF FLORIDA | USA | FL | Florida | 4 | Hurricane | tropical-cyclone | 2022-09-23 | 2022-11-04 | 42 | false | 2022-09-29 | 1 | false | true | true | true | 3 | true | 6 | 22 | https://www.fema.gov/disaster/4675 | 81,89 | s1 | 6 | 1abc354a40636170 |
| 2026-09 | 2026-09-01 | 2026-09-01T00:00:00Z | DR-4699-CA | 4 699 | DR | 2023-04-03 | SEVERE WINTER STORMS, STRAIGHT-LINE WINDS, FLOODING, LANDSLIDES, AND MUDSLIDES | USA | CA | California | 9 | Severe Storm | severe-storm | 2023-02-21 | 2023-07-10 | 139 | false | 2023-03-28 | 6 | false | true | true | false | 2 | false | 46 | 46 | https://www.fema.gov/disaster/4699 | 81,83 | s1 | 7 | 69cffe0a51cabe92 |
| 2026-09 | 2026-09-01 | 2026-09-01T00:00:00Z | DR-4795-NM | 4 795 | DR | 2024-06-20 | SOUTH FORK FIRE, SALT FIRE, AND FLOODING | USA | NM | New Mexico | 6 | Fire | wildfire | 2024-06-17 | 2024-08-20 | 64 | false | 2024-06-19 | 1 | false | true | true | true | 3 | false | 5 | 22 | https://www.fema.gov/disaster/4795 | 81,42 | s1 | 8 | 0a35fabae754b056 |
| 2026-09 | 2026-09-01 | 2026-09-01T00:00:00Z | DR-4844-FL | 4 844 | DR | 2024-11-05 | HURRICANE MILTON | USA | FL | Florida | 4 | Hurricane | tropical-cyclone | 2024-10-05 | 2024-11-02 | 28 | false | 2024-10-25 | 11 | false | true | true | true | 3 | true | 7 | 22 | https://www.fema.gov/disaster/4844 | 80,82 | s1 | 9 | 7b1e3169914f3bf2 |
| 2026-09 | 2026-09-01 | 2026-09-01T00:00:00Z | DR-4828-FL | 4 828 | DR | 2024-09-28 | HURRICANE HELENE | USA | FL | Florida | 4 | Hurricane | tropical-cyclone | 2024-09-23 | 2024-10-07 | 14 | false | 2024-09-28 | 0 | false | true | true | true | 3 | false | 47 | 22 | https://www.fema.gov/disaster/4828 | 80,55 | s1 | 10 | d2a6866c34624a06 |
Profilé le 25 sept. 2026 à partir de l’instantané 20260925T221314Z-d9f3471e9391
Mesuré- Complétude
- 98 %
- Lignes
- 660
- Colonnes
- 33
- Colonnes incomplètes
- 2
| Colonne | Manquant | Distinctes | Plage | Distribution |
|---|---|---|---|---|
| monthvarchar | 0 % | 1 | — |
|
| as_ofvarchar | 0 % | 1 | — |
|
| fetched_atvarchar | 0 % | 1 | — |
|
| fema_declaration_stringvarchar | 0 % | 633 | — |
|
| disaster_numberbigint | 0 % | 643 | 3 571 → 5 675médiane 4 863 | 14 hors du 1er–99e centile |
| declaration_typevarchar | 0 % | 3 | — |
|
| declaration_datevarchar | 0 % | 482 | — |
|
| declaration_titlevarchar | 0 % | 315 | — |
|
| country_codevarchar | 0 % | 1 | — |
|
| state_codevarchar | 0 % | 62 | — |
|
| state_namevarchar | 0 % | 65 | — |
|
| regionbigint | 0 % | 11 | 1 → 10médiane 6 | |
| incident_type_rawvarchar | 0 % | 17 | — |
|
| incident_categoryvarchar | 0 % | 9 | — |
|
| incident_begin_datevarchar | 0 % | 401 | — |
|
| incident_end_datevarchar | 14,5 % | 462 | — |
|
| incident_duration_daysbigint | 0 % | 132 | 0 → 1 394médiane 7 | 6 hors du 1er–99e centile |
| incident_openboolean | 0 % | 2 | — |
|
| declaration_request_datevarchar | 0 % | 597 | — |
|
| days_request_to_declarationbigint | 0 % | 81 | -1 → 251médiane 1 | 8 hors du 1er–99e centile |
| ia_programboolean | 0 % | 1 | — |
|
| pa_programboolean | 0 % | 2 | — |
|
| hm_programboolean | 0 % | 2 | — |
|
| ih_programboolean | 0 % | 2 | — |
|
| programs_countbigint | 0 % | 3 | 1 → 3médiane 2 | |
| tribal_requestboolean | 0 % | 2 | — |
|
| designated_area_countbigint | 0 % | 69 | 1 → 159médiane 2 | 7 hors du 1er–99e centile |
| state_declarations_5ybigint | 0 % | 27 | 1 → 46médiane 16 | 4 hors du 1er–99e centile |
| disaster_urlvarchar | 51,2 % | 349 | — |
|
| severity_scoredouble | 0 % | 381 | 23,37 → 86,12médiane 50,98 | 14 hors du 1er–99e centile |
| severity_tiervarchar | 0 % | 4 | — |
|
| severity_rankbigint | 0 % | 770 | 1 → 660médiane 330,5 | 14 hors du 1er–99e centile |
| row_hashvarchar | 0 % | 593 | — |
|
- Actuelle
20260925T221314Z-d9f3471e9391 · sha256 d9f3471e9391…
660 lignes · premier instantané
Dirigez n’importe quel LLM vers le point d’accès des métadonnées — la documentation ci-dessus est aussi lisible par machine (JSON-LD + Croissant).
curl "https://datazimuts.com/v1/datasets/fema_disaster_signals/fema_disaster_declarations_monthly" | jq '{title, rows, columns_count, license}'import requests
ds = requests.get("https://datazimuts.com/v1/datasets/fema_disaster_signals/fema_disaster_declarations_monthly").json()
print(ds["title"], ds["rows"], "rows")
# Sample rows for an LLM context window
for row in ds.get("sample_rows", [])[:5]:
print(row)Point d’accès API : https://datazimuts.com/v1/datasets/fema_disaster_signals/fema_disaster_declarations_monthly
Astuce : récupérez /llms.txt pour le catalogue complet lisible par machine.
D’où viennent ces données et ce qui en a été fait. Le travail des autres apparaît sous forme de décomptes ; seuls les projets partagés sont nommés.
Citer cet instantané
Épinglé à l’instantané 20260925T221314Z-d9f3471e9391 et à son empreinte, pour que vos lecteurs obtiennent exactement les données utilisées.
FEMA disaster declarations (agent-curated). (2026). FEMA disaster declaration intelligence (monthly) [Data set, snapshot 20260925T221314Z-d9f3471e9391, sha256 d9f3471e9391]. Datazimuts. Retrieved 2026-09-25, from https://datazimuts.com/fr/datasets/fema_disaster_signals/fema_disaster_declarations_monthly?snapshot=20260925T221314Z-d9f3471e9391
@misc{dz_fema_disaster_signals_fema_disaster_decl_d9f3471e,
title = {{FEMA disaster declaration intelligence (monthly)}},
author = {{FEMA disaster declarations (agent-curated)}},
year = {2026},
publisher = {Datazimuts},
howpublished = {\url{https://datazimuts.com/fr/datasets/fema_disaster_signals/fema_disaster_declarations_monthly?snapshot=20260925T221314Z-d9f3471e9391}},
note = {Snapshot 20260925T221314Z-d9f3471e9391, sha256 d9f3471e93919ffa9bd31befacf6f21a83dc0c16c6263db3fb495ad7584a78a3; accessed 2026-09-25}
}Intégrer un tableau ou un graphique
Collez ce code dans n’importe quelle page. L’intégration est épinglée au même instantané, suit le thème clair ou sombre du lecteur et affiche toujours la source, la licence et un lien de retour.
<iframe src="https://datazimuts.com/embed/chart?dataset=fema_disaster_signals%2Ffema_disaster_declarations_monthly&lang=fr&theme=auto&snapshot=20260925T221314Z-d9f3471e9391&x=declaration_date&y=disaster_number&agg=avg" title="FEMA disaster declaration intelligence (monthly)" width="100%" height="380" style="border:0" loading="lazy"></iframe>
Posez une question sur ce jeu de données. Les réponses viennent uniquement de sa fiche, de son profil mesuré et de son historique, et citent les faits utilisés.