🌊 Sea Level Rise Response Simulator

WIA-ENE-055 Interactive Testing Environment WIA-ENE-055 λŒ€ν™”ν˜• ν…ŒμŠ€νŠΈ ν™˜κ²½

Sea Level Data Format ν•΄μˆ˜λ©΄ 데이터 ν˜•μ‹

Tide Gauge Data μ‘°μœ„κ³„ 데이터 

{
  "station_id": "NOAA-8638610",
  "location": {
    "name": "Virginia Key, FL",
    "latitude": 25.7314,
    "longitude": -80.1606
  },
  "measurement": {
    "timestamp": "2025-12-25T14:30:00Z",
    "water_level_msl": 1.847,
    "datum": "MLLW",
    "unit": "meters"
  },
  "trend": {
    "annual_rate": 0.0031,
    "confidence": 0.95
  }
}

Satellite Altimetry Data μœ„μ„± 고도계 데이터 

{
  "satellite": "Jason-3",
  "orbit": 24856,
  "region": {
    "bounds": {
      "north": 26.5,
      "south": 25.0,
      "east": -79.5,
      "west": -81.0
    }
  },
  "measurement": {
    "timestamp": "2025-12-25T12:00:00Z",
    "sea_surface_height": 0.456,
    "significant_wave_height": 1.2,
    "accuracy": 0.033,
    "unit": "meters"
  }
}

Coastal Elevation Profile μ—°μ•ˆ 고도 ν”„λ‘œνŒŒμΌ 

{
  "survey_id": "COASTAL-2025-001",
  "location": "Miami Beach Waterfront",
  "survey_date": "2025-11-15",
  "elevation_points": [
    { "distance_m": 0, "elevation_msl": 0.8 },
    { "distance_m": 50, "elevation_msl": 1.2 },
    { "distance_m": 100, "elevation_msl": 1.8 },
    { "distance_m": 200, "elevation_msl": 2.5 }
  ],
  "flood_threshold": 1.5,
  "datum": "NAVD88"
}

Sea Level Rise Algorithms ν•΄μˆ˜λ©΄ μƒμŠΉ μ•Œκ³ λ¦¬μ¦˜

Rise Prediction Model μƒμŠΉ 예츑 λͺ¨λΈ

Predicts future sea level based on current trends, thermal expansion, and ice melt projections.

ν˜„μž¬ μΆ”μ„Έ, μ—΄νŒ½μ°½ 및 λΉ™ν•˜ μš©ν•΄ μ˜ˆμΈ‘μ„ 기반으둜 미래 ν•΄μˆ˜λ©΄μ„ μ˜ˆμΈ‘ν•©λ‹ˆλ‹€. 

SLR(year) = Current_Level +
  (Linear_Trend Γ— Years) +
  (Thermal_Expansion Γ— Temp_Rise) +
  (Ice_Melt_Contribution)

Flood Risk Assessment ν™μˆ˜ μœ„ν—˜ 평가

Calculates flood probability based on elevation, storm surge, and sea level rise scenarios.

고도, 폭풍 해일 및 ν•΄μˆ˜λ©΄ μƒμŠΉ μ‹œλ‚˜λ¦¬μ˜€λ₯Ό 기반으둜 ν™μˆ˜ ν™•λ₯ μ„ κ³„μ‚°ν•©λ‹ˆλ‹€. 

Risk_Score =
  (SLR_Height - Ground_Elevation) Γ—
  Storm_Surge_Probability Γ—
  Asset_Vulnerability Γ—
  Adaptation_Factor

Infrastructure Impact 인프라 영ν–₯

Assesses vulnerability of roads, buildings, and utilities to sea level rise scenarios.

ν•΄μˆ˜λ©΄ μƒμŠΉ μ‹œλ‚˜λ¦¬μ˜€μ— λŒ€ν•œ λ„λ‘œ, 건물 및 μœ ν‹Έλ¦¬ν‹°μ˜ 취약성을 ν‰κ°€ν•©λ‹ˆλ‹€. 

Impact_Index =
  Infrastructure_Value Γ—
  Exposure_Probability Γ—
  Replacement_Cost Γ—
  (1 - Protection_Level)

API Protocol API ν”„λ‘œν† μ½œ

Get Sea Level Data ν•΄μˆ˜λ©΄ 데이터 쑰회 

GET /api/v1/sea-level/{station_id}

Response:
{
  "station": "NOAA-8638610",
  "current_level": 1.847,
  "timestamp": "2025-12-25T14:30:00Z",
  "trend": {
    "rate": 0.0031,
    "unit": "m/year"
  }
}

Submit Monitoring Data λͺ¨λ‹ˆν„°λ§ 데이터 제좜 

POST /api/v1/sea-level/monitor

{
  "station_id": "COASTAL-2025-A",
  "measurements": [
    {
      "timestamp": "2025-12-25T14:00:00Z",
      "water_level": 1.82,
      "datum": "MLLW"
    }
  ]
}

Get Flood Risk Assessment ν™μˆ˜ μœ„ν—˜ 평가 쑰회 

POST /api/v1/flood-risk/assess

{
  "location": {
    "latitude": 25.7314,
    "longitude": -80.1606
  },
  "elevation": 1.5,
  "scenario": "RCP8.5",
  "years": 30
}

Response:
{
  "risk_level": "HIGH",
  "probability": 0.78,
  "projected_inundation": 2.3,
  "recommendations": [...]
}

Request Adaptation Plan 적응 κ³„νš μš”μ²­ 

POST /api/v1/adaptation/plan

{
  "region": "Miami-Dade County",
  "infrastructure_types": ["roads", "buildings", "utilities"],
  "budget": 50000000,
  "timeline_years": 10
}

Response:
{
  "plan_id": "ADAPT-2025-001",
  "strategies": [
    {
      "type": "seawall",
      "cost": 20000000,
      "protection_level": 0.85
    },
    {
      "type": "elevation",
      "cost": 15000000,
      "properties_protected": 450
    }
  ]
}

System Integration μ‹œμŠ€ν…œ 톡합

πŸ™οΈ Coastal Citiesμ—°μ•ˆ λ„μ‹œ

Integration with urban planning systems, GIS platforms, and zoning databases for comprehensive coastal management.

포괄적인 ν•΄μ•ˆ 관리λ₯Ό μœ„ν•œ λ„μ‹œ κ³„νš μ‹œμŠ€ν…œ, GIS ν”Œλž«νΌ 및 ꡬ역 λ°μ΄ν„°λ² μ΄μŠ€μ™€μ˜ 톡합.

  • ArcGIS / QGIS
  • City Planning Databases
  • Property Assessment Systems

🚨 Disaster Agenciesμž¬λ‚œ κΈ°κ΄€

Real-time alerts and coordination with emergency management systems for flood warnings and evacuation planning.

ν™μˆ˜ 경보 및 λŒ€ν”Ό κ³„νšμ„ μœ„ν•œ 비상 관리 μ‹œμŠ€ν…œκ³Όμ˜ μ‹€μ‹œκ°„ 경보 및 μ‘°μ •.

  • FEMA Systems
  • Emergency Alert Networks
  • Evacuation Route Planning

🌑️ Climate ModelsκΈ°ν›„ λͺ¨λΈ

Integration with IPCC climate projections, NOAA data, and regional climate models for accurate predictions.

μ •ν™•ν•œ μ˜ˆμΈ‘μ„ μœ„ν•œ IPCC κΈ°ν›„ 예츑, NOAA 데이터 및 지역 κΈ°ν›„ λͺ¨λΈκ³Όμ˜ 톡합.

  • CMIP6 Models
  • NOAA Sea Level Rise Viewer
  • Regional Climate Centers

βš“ Port Authoritiesν•­λ§Œ λ‹Ήκ΅­

Maritime infrastructure monitoring and upgrade planning for harbors, docks, and shipping facilities.

항ꡬ, 뢀두 및 μ„ λ°• μ‹œμ„€μ— λŒ€ν•œ ν•΄μ–‘ 인프라 λͺ¨λ‹ˆν„°λ§ 및 μ—…κ·Έλ ˆμ΄λ“œ κ³„νš.

  • Port Management Systems
  • Maritime Traffic Control
  • Infrastructure Asset Management

Integration Code Example 톡합 μ½”λ“œ 예제 

// Integrate with City Planning System
import { SeaLevelRiseAPI } from '@wia/ene-055';

const slrClient = new SeaLevelRiseAPI({
  apiKey: process.env.WIA_API_KEY
});

// Get flood risk for coastal zone
const risk = await slrClient.assessFloodRisk({
  zone: 'downtown-waterfront',
  scenarios: ['RCP4.5', 'RCP8.5'],
  timeHorizons: [2030, 2050, 2100]
});

// Update zoning regulations
await cityPlanningDB.updateZoning({
  zone: risk.zone,
  restrictions: risk.buildingRestrictions,
  elevationRequirements: risk.minElevation
});

QR Code & Verifiable Credentials QR μ½”λ“œ 및 검증 κ°€λŠ₯ 자격증λͺ…

Generate coastal resilience certificates and compliance verification for properties, infrastructure, and adaptation measures.

뢀동산, 인프라 및 적응 μ‘°μΉ˜μ— λŒ€ν•œ μ—°μ•ˆ 볡원λ ₯ μΈμ¦μ„œ 및 κ·œμ • μ€€μˆ˜ 검증을 μƒμ„±ν•©λ‹ˆλ‹€.