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Independent prototype using public data; not affiliated with or endorsed by the U.S. Army or USACE.

Resilience Early Warning

Public-data decision support for water, food and energy stability

Resilience risk watchlist

13 areas scored on water, food, energy and acute-hazard stress. Climate data through 2026-09-29; snapshot 851409c92c71 built 2026-10-02 08:04 UTC.

Checking live hazard feeds...

Areas by risk

Tiers: Low under 30, Elevated 30 to 49, High 50 to 69, Severe 70 and over. Each score traces to the indicators in the detail panel.

  • Low area
  • Elevated area
  • High area
  • Severe area
  • GDACS alert: orange or red, or scored for an area
  • USGS streamgage

Maricopa County, AZ, United States

Phoenix metro: extreme heat, Colorado and Salt River water supply, peak power demand.

US community · 50 km analysis footprint · data completeness 100%

Composite risk

72 / 100

Severe

Pillar scores

  • Water29
  • Food21
  • Energy36
  • Acute hazard98

Why this score

  1. 7-day mean flow of 2,005 cfs is at the 99th percentile for the date at USGS 09498500: high water. Acute hazard · USGS
  2. FEMA NRI heat wave risk score of 100.0 for Maricopa County, AZ. Energy · FEMA NRI
  3. FEMA National Risk Index drought risk score for Maricopa County, AZ is 97.7 (national percentile score). Water · FEMA NRI
  4. 30-day rainfall 117.8 mm is +3.1 SD above normal (21.2 mm median): saturated ground raises flood potential. Acute hazard · NASA POWER
  5. Community resilience score of 18.0 for Maricopa County, AZ (higher is more resilient). Energy · FEMA NRI

Anomalies flagged

  • Rainfall surplus: 30-day index +3.1 SD
  • Cold anomaly: 14-day Tmax -1.9 SD
  • High streamflow: 99th percentile

All indicators

Water: 4 indicators
IndicatorValueStressWeightSource
Drought risk (FEMA NRI)98/100980.15FEMA NRI
Drought Monitor coverage83% D1+580.25Drought Monitor
90-day rainfall+3.1 SD00.35NASA POWER
Streamflow, SALT RIVER NEAR ROOSEVELT, AZ99th pct00.25USGS
Food: 4 indicators
IndicatorValueStressWeightSource
Agricultural drought (Drought Monitor)83% D1+580.25Drought Monitor
Social vulnerability (FEMA NRI)27/100270.15FEMA NRI
Growing-period rainfall (30/90-day blend)+3.1 SD00.30NASA POWER
Heat stress on crops and livestock-1.9 SD00.20NASA POWER
Energy: 5 indicators
IndicatorValueStressWeightSource
Heat wave risk (FEMA NRI)100/1001000.20FEMA NRI
Low community resilience (FEMA NRI)18/100820.15FEMA NRI
Cooling-demand heat anomaly-1.9 SD00.30NASA POWER
Hot days in the last 300 days00.15NASA POWER
Low flow (hydropower and plant cooling)99th pct00.10USGS
Acute hazard: 4 indicators
IndicatorValueStressWeightSource
High streamflow99th pct81maxUSGS
Excess 30-day rainfall (flood potential)+3.1 SD70maxNASA POWER
Tropical cyclone: Tropical Cyclone POLO-26Red, 505 km9maxGDACS
Drought: Drought in Mexico, United StatesGreen, 690 km5maxGDACS
90-day rainfall index, observed and 30-day outlook

Standardized against 1991-2020 for the same dates (SPI-style; below -1.5 is severe deficit). Today +3.1 SD; 2026-10-29: median +1.5 SD, 80% interval +1.5 SD to +2.5 SD.

  • Observed
  • Forecast median
  • 80% interval (P10 to P90)
-3.20.0+3.2severe dryvery wettoday04-0307-0109-2910-29
Data table
DateObserved or median80% interval
2026-05-02-1.5
2026-06-01-1.3
2026-07-01-0.4
2026-07-31+0.9
2026-08-30+0.5
2026-09-29+3.1
2026-10-06+3.1+3.1 to +3.1
2026-10-13+3.1+3.1 to +3.1
2026-10-20+1.5+1.5 to +1.9
2026-10-29+1.5+1.5 to +2.5
Composite risk, 30-day outlook

Composite recomputed under each forecast member; hazards and structural indicators held at current values. 2026-10-29: median 62, 80% interval 62 to 65.

  • Current score
  • Forecast median
  • 80% interval (P10 to P90)
050100ElevatedHighSeveretoday09-2910-29
Data table
DateObserved or median80% interval
2026-09-2972
2026-10-067272 to 72
2026-10-136565 to 67
2026-10-206262 to 65
2026-10-296262 to 65

Forecast check: in 138 hindcasts since 2021, the 30-day rainfall-index error was 0.42 SD vs 0.62 SD for a no-change forecast (32% better). Spread inflation 1.05x; held-out interval coverage 79% raw, 84% calibrated (target 80%). Heat outlook: AR(1), phi 0.759.

Analyst brief

Demo mode: built from templates, no language model. Every statement cites the data pull behind it.

Export

Machine access: OGC API - Features items, GeoJSON export, brief (Markdown). Exports and briefs are recorded in the audit log.