Chapter 5

Phase 2 - API Interface Specification

The Power of Programmatic Access

While Phase 1 established standardized data formats, Phase 2 defines how systems expose that data through Application Programming Interfaces (APIs). APIs transform drought monitoring from manual data retrieval to automated integration, enabling real-time decision support, alert systems, and seamless connection with agricultural management tools.

The WIA API specification follows RESTful design principles, making it familiar to developers while incorporating drought-specific requirements like temporal queries, spatial filtering, and alert subscriptions.

Core API Design Principles

The WIA Drought Monitoring API adheres to several fundamental principles:

Base URL Structure

All WIA-compliant APIs follow a consistent URL structure:

https://{domain}/wia/drought/v1/{resource}

Examples:
https://api.droughtmonitor.org/wia/drought/v1/pdsi
https://climate.gov/wia/drought/v1/spi
https://data.agriculture.gov/wia/drought/v1/soil-moisture
Component Purpose Example
Domain Service provider api.droughtmonitor.org
/wia/drought WIA drought standard namespace Fixed for all implementations
/v1 API version v1, v2, v3, etc.
Resource Specific data endpoint pdsi, spi, ndvi, etc.

Authentication and Authorization

The WIA standard supports multiple authentication methods to balance security with accessibility:

API Key Authentication (Required for All Implementations)

GET /wia/drought/v1/pdsi?lat=40.7128&lon=-74.0060
Headers:
  X-WIA-API-Key: your-api-key-here
  Accept: application/json

OAuth 2.0 (Optional, for Advanced Implementations)

GET /wia/drought/v1/pdsi?lat=40.7128&lon=-74.0060
Headers:
  Authorization: Bearer eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9...
  Accept: application/json

Public Access (Limited)

Basic data access without authentication for educational and research purposes:

GET /wia/drought/v1/pdsi?lat=40.7128&lon=-74.0060&public=true

Response includes rate limit notice and attribution requirements
Access Level Authentication Rate Limit Features
Public None 100 requests/day Basic current data
Registered API Key 10,000 requests/day Historical data, alerts
Premium OAuth 2.0 100,000 requests/day All features, priority support
Research/Gov OAuth 2.0 Unlimited Bulk download, streaming

Current Drought Status Endpoints

Get PDSI by Location

GET /wia/drought/v1/pdsi

Query Parameters:
  lat (required): Latitude (-90 to 90)
  lon (required): Longitude (-180 to 180)
  date (optional): ISO 8601 date, defaults to most recent

Example Request:
GET /wia/drought/v1/pdsi?lat=40.7128&lon=-74.0060&date=2025-12-26

Example Response:
{
  "wia_version": "1.0",
  "data_type": "pdsi",
  "timestamp": "2025-12-26T00:00:00Z",
  "location": {
    "type": "Point",
    "coordinates": [-74.0060, 40.7128],
    "properties": {
      "region": "Northeast US",
      "climate_division": "NJ-02"
    }
  },
  "pdsi": {
    "value": -2.5,
    "classification": "moderate_drought",
    "percentile": 15.3
  },
  "metadata": {
    "source_organization": "NOAA NCEI",
    "quality_flag": "good"
  }
}

Get SPI by Location and Time Scale

GET /wia/drought/v1/spi

Query Parameters:
  lat (required): Latitude
  lon (required): Longitude
  scale (required): Time scale in months (1, 3, 6, 12, 24)
  date (optional): ISO 8601 date

Example Request:
GET /wia/drought/v1/spi?lat=36.7783&lon=-119.4179&scale=12

Example Response:
{
  "wia_version": "1.0",
  "data_type": "spi",
  "timestamp": "2025-12-26T00:00:00Z",
  "location": {
    "type": "Point",
    "coordinates": [-119.4179, 36.7783]
  },
  "spi": {
    "value": -1.8,
    "time_scale_months": 12,
    "classification": "moderate_drought",
    "percentile": 3.6
  }
}

Get Soil Moisture Data

GET /wia/drought/v1/soil-moisture

Query Parameters:
  lat (required): Latitude
  lon (required): Longitude
  depth (optional): Specific depth in cm, or "all" for all layers
  date (optional): ISO 8601 date

Example Request:
GET /wia/drought/v1/soil-moisture?lat=32.7767&lon=-96.7970&depth=all

Get NDVI Vegetation Data

GET /wia/drought/v1/ndvi

Query Parameters:
  bbox (required): Bounding box [west,south,east,north]
  date (optional): ISO 8601 date
  resolution (optional): meters (250, 500, 1000)

Example Request:
GET /wia/drought/v1/ndvi?bbox=-96.8050,32.7680,-96.7890,32.7850

Example Response:
{
  "wia_version": "1.0",
  "data_type": "ndvi",
  "timestamp": "2025-12-20T10:30:00Z",
  "location": {
    "type": "Polygon",
    "coordinates": [[[-96.8050,32.7850],[-96.7890,32.7850],
                     [-96.7890,32.7680],[-96.8050,32.7680],
                     [-96.8050,32.7850]]]
  },
  "ndvi": {
    "value": 0.45,
    "anomaly": -0.15,
    "drought_indicators": {
      "vegetation_stress": "moderate"
    }
  }
}

Historical Data Queries

Access time series of drought indices for trend analysis and comparison:

Time Series Endpoint

GET /wia/drought/v1/{index}/timeseries

Query Parameters:
  lat (required): Latitude
  lon (required): Longitude
  start_date (required): ISO 8601 date
  end_date (required): ISO 8601 date
  interval (optional): daily, weekly, monthly (default: monthly)

Example Request:
GET /wia/drought/v1/pdsi/timeseries?lat=40.7128&lon=-74.0060
    &start_date=2024-01-01&end_date=2025-12-26&interval=monthly

Example Response:
{
  "wia_version": "1.0",
  "data_type": "pdsi_timeseries",
  "location": {
    "type": "Point",
    "coordinates": [-74.0060, 40.7128]
  },
  "time_series": [
    {
      "timestamp": "2024-01-01T00:00:00Z",
      "pdsi": {"value": 1.2, "classification": "slightly_wet"}
    },
    {
      "timestamp": "2024-02-01T00:00:00Z",
      "pdsi": {"value": 0.8, "classification": "near_normal"}
    },
    ...
    {
      "timestamp": "2025-12-01T00:00:00Z",
      "pdsi": {"value": -2.5, "classification": "moderate_drought"}
    }
  ],
  "statistics": {
    "count": 24,
    "mean": -0.45,
    "min": -2.8,
    "max": 1.5,
    "trend": "declining"
  }
}

Spatial Query Endpoints

Retrieve drought data for regions rather than single points:

Bounding Box Query

GET /wia/drought/v1/{index}/bbox

Query Parameters:
  bbox (required): west,south,east,north (decimal degrees)
  date (optional): ISO 8601 date
  format (optional): geojson, json (default: geojson)

Example Request:
GET /wia/drought/v1/pdsi/bbox?bbox=-125,25,-66,50&date=2025-12-26

Returns GeoJSON FeatureCollection with PDSI data for the region

Administrative Region Query

GET /wia/drought/v1/{index}/region

Query Parameters:
  region_id (required): Country, state, or county code
  date (optional): ISO 8601 date

Example Request:
GET /wia/drought/v1/pdsi/region?region_id=US-CA

Example Response:
{
  "wia_version": "1.0",
  "data_type": "pdsi_regional",
  "region": {
    "id": "US-CA",
    "name": "California",
    "type": "state"
  },
  "timestamp": "2025-12-26T00:00:00Z",
  "summary": {
    "mean_pdsi": -1.8,
    "drought_area_percent": 67.5,
    "severity_distribution": {
      "extreme_drought": 12.3,
      "severe_drought": 28.4,
      "moderate_drought": 26.8,
      "mild_drought": 18.2,
      "near_normal": 14.3
    }
  }
}

Alert Subscription Services

Register for automated notifications when drought conditions change:

Create Alert Subscription

POST /wia/drought/v1/alerts/subscribe

Request Body:
{
  "locations": [
    {
      "lat": 40.7128,
      "lon": -74.0060,
      "name": "Farm Field A"
    },
    {
      "lat": 41.8781,
      "lon": -87.6298,
      "name": "Farm Field B"
    }
  ],
  "indices": ["pdsi", "spi", "soil_moisture"],
  "thresholds": {
    "pdsi": {
      "warning": -2.0,
      "alert": -3.0,
      "emergency": -4.0
    },
    "soil_moisture": {
      "warning": 25.0,
      "alert": 20.0
    }
  },
  "notification_methods": [
    {
      "type": "webhook",
      "url": "https://myapp.com/drought-alert"
    },
    {
      "type": "email",
      "address": "farmer@example.com"
    }
  ],
  "frequency": "daily"
}

Response:
{
  "subscription_id": "sub_a1b2c3d4e5f6",
  "status": "active",
  "created_at": "2025-12-26T14:30:00Z",
  "locations_count": 2,
  "next_check": "2025-12-27T00:00:00Z"
}

Webhook Alert Format

When subscribed thresholds are exceeded, the system POSTs to your webhook:

POST https://myapp.com/drought-alert

Request Body:
{
  "alert_id": "alert_x1y2z3",
  "subscription_id": "sub_a1b2c3d4e5f6",
  "timestamp": "2025-12-27T08:15:00Z",
  "location": {
    "name": "Farm Field A",
    "lat": 40.7128,
    "lon": -74.0060
  },
  "trigger": {
    "index": "pdsi",
    "value": -3.2,
    "threshold": "alert",
    "threshold_value": -3.0
  },
  "current_conditions": {
    "pdsi": -3.2,
    "spi_12": -2.1,
    "soil_moisture": 18.5
  },
  "severity": "high",
  "recommended_actions": [
    "Activate irrigation systems immediately",
    "Monitor soil moisture daily",
    "Consider crop protection measures"
  ]
}

Forecast Data Access

Access drought predictions based on weather forecasts and models:

GET /wia/drought/v1/forecast

Query Parameters:
  lat (required): Latitude
  lon (required): Longitude
  days (required): Forecast period (7, 14, 30, 90)
  model (optional): Specific forecast model

Example Request:
GET /wia/drought/v1/forecast?lat=40.7128&lon=-74.0060&days=30

Example Response:
{
  "wia_version": "1.0",
  "data_type": "drought_forecast",
  "location": {
    "type": "Point",
    "coordinates": [-74.0060, 40.7128]
  },
  "forecast_period": {
    "start": "2025-12-27T00:00:00Z",
    "end": "2026-01-26T00:00:00Z",
    "days": 30
  },
  "predictions": [
    {
      "date": "2026-01-03T00:00:00Z",
      "pdsi_forecast": {
        "mean": -2.8,
        "confidence_low": -3.4,
        "confidence_high": -2.2,
        "probability_drought": 0.85
      }
    },
    ...
  ],
  "outlook": {
    "trend": "worsening",
    "confidence": 0.72,
    "summary": "Drought conditions expected to intensify over next 30 days"
  }
}

Batch Export Endpoints

For research and large-scale analysis, bulk data export capabilities:

POST /wia/drought/v1/export

Request Body:
{
  "region": {
    "type": "bbox",
    "coordinates": [-125, 25, -66, 50]
  },
  "indices": ["pdsi", "spi", "ndvi"],
  "time_range": {
    "start": "2020-01-01",
    "end": "2025-12-26"
  },
  "format": "netcdf",
  "email": "researcher@university.edu"
}

Response:
{
  "export_id": "exp_abc123",
  "status": "processing",
  "estimated_completion": "2025-12-26T18:00:00Z",
  "estimated_size_mb": 2450,
  "download_url": null
}

// Check export status
GET /wia/drought/v1/export/exp_abc123

// When complete:
{
  "export_id": "exp_abc123",
  "status": "complete",
  "completed_at": "2025-12-26T17:45:00Z",
  "size_mb": 2385,
  "download_url": "https://exports.api.drought.org/exp_abc123.nc",
  "expires_at": "2025-12-29T17:45:00Z"
}

Error Handling

Standardized error responses help developers debug integration issues:

Standard Error Format

{
  "error": {
    "code": "INVALID_COORDINATES",
    "message": "Latitude must be between -90 and 90",
    "details": {
      "parameter": "lat",
      "provided": "95.5",
      "valid_range": [-90, 90]
    },
    "request_id": "req_xyz789",
    "documentation_url": "https://docs.wia.org/errors#INVALID_COORDINATES"
  }
}
HTTP Status Error Code Meaning Solution
400 INVALID_PARAMETERS Query parameters incorrect Check parameter format and ranges
401 UNAUTHORIZED Missing or invalid API key Provide valid authentication
404 DATA_NOT_FOUND No data for location/date Try different location or date
429 RATE_LIMIT_EXCEEDED Too many requests Wait before retrying
500 INTERNAL_ERROR Server processing error Contact support with request_id

Rate Limiting and Quotas

All API responses include rate limit headers:

HTTP/1.1 200 OK
X-RateLimit-Limit: 10000
X-RateLimit-Remaining: 9847
X-RateLimit-Reset: 1735257600
X-RateLimit-Window: daily

Chapter Summary

This chapter detailed Phase 2 of the WIA standard: API Interface Specification. We explored RESTful endpoint design for accessing current drought status, historical time series, spatial queries, and forecast data. The chapter covered authentication methods from public access to premium OAuth, alert subscription services with webhook notifications, and bulk export capabilities for research. Standardized error handling and rate limiting ensure reliable, fair access to drought information.

Key Takeaways

Review Questions

  1. Explain how the WIA API's tiered access levels (Public, Registered, Premium, Research) balance open data principles with sustainable service operation. What specific use cases does each tier enable?
  2. Compare point-based queries (GET /pdsi?lat=...&lon=...) with spatial queries (GET /pdsi/bbox). In what scenarios would each approach be more appropriate?
  3. Describe how the alert subscription system works from registration through webhook notification. What advantages does this push-based approach offer over applications repeatedly polling for data?
  4. Analyze the standardized error response format. How do fields like request_id and documentation_url improve the developer experience when debugging integration issues?
  5. Discuss the forecast endpoint's confidence intervals (confidence_low, confidence_high). Why is it important to communicate prediction uncertainty rather than just providing a single forecast value?
  6. Evaluate the batch export functionality. How does requiring email notification and providing temporary download URLs address both user convenience and server resource management?

Looking Ahead

With data formats (Phase 1) and API interfaces (Phase 2) established, Chapter 6 explores Phase 3: Protocol Standards. We'll examine how raw satellite imagery and sensor data are processed into standardized drought indices, covering atmospheric correction, cloud masking, NDVI calculation, evapotranspiration modeling, and quality control procedures that ensure consistent, reliable drought information across all WIA-compliant systems.

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Korea operates a comprehensive industrial cluster system. Korea Top 12 National Strategic Technologies (5th Science and Technology Master Plan 2023-2027): (1) Semiconductors and Displays (2) Secondary Batteries (3) Advanced Mobility (autonomous driving, UAM) (4) Next-Generation Nuclear (SMR) (5) Advanced Bio (6) Aerospace and Marine (7) Hydrogen (8) Cybersecurity (9) Artificial Intelligence (10) Next-Generation Communications (11) Advanced Robotics and Manufacturing (12) Quantum. 12 fields receive direct investment of 5 trillion KRW annually, cumulative 30 trillion KRW by 2030. Korea Major Industrial Clusters: Pangyo IT Cluster (1,300+ companies, 100 trillion KRW revenue), Gangnam Fintech (200+ companies), Songdo BT Bio Cluster, Daegu Medical Cluster, Ulsan Industry (shipbuilding, petrochemicals, automotive), Changwon Machinery, Changwon National Industrial Complex, Siheung and Banwol (SME manufacturing), Yeosu Petrochemicals, Pyeongtaek Semiconductor (Samsung Electronics Pyeongtaek Campus), Icheon and Cheongju Semiconductor (SK hynix Icheon and Cheongju Campuses), Asan Display (Samsung Display Asan Campus), Gumi Mobile (Samsung Gumi Campus), Pohang Steel (POSCO Pohang Steel Mill), Gwangyang Steel (POSCO Gwangyang Steel Mill), Dangjin Steel (Hyundai Steel Dangjin), Ulsan Automotive (Hyundai Motor Ulsan Plant), Asan Automotive (Hyundai Asan Plant), Kia Gwangju and Sohari, POSCO Gwangyang and Pohang Steel Mills, SK hynix Icheon and Cheongju, Samsung Electronics Hwaseong, Giheung, Pyeongtaek, Onyang, Cheonan, Asan Semiconductor Facilities. Major Industrial Complexes and Techno Valleys: Pangyo Techno Valley (1st 800 companies, 2nd 600 companies, 3rd 1,200 companies), Dongtan Techno Valley, Gwanggyo Techno Valley, Songdo IBD, Yeouido Financial District, Gangnam Teheran-ro Valley, Sihwa, Banwol, Gumi, Ulsan, Changwon, Geoje, Yeosu, Ulsan Mipo, Onsan, Cheongju, Iksan, Gwangyang, Yeosu, POSCO Gwangyang Steel Mill, Asan Bay, Seosan, Songdo, Incheon Airport, Sejong, Cheongna, Geomdan, Pyeongtaek Automotive Industrial Complex, Giheung Semiconductor Complex, Icheon Semiconductor Complex, Asan Display Complex, Gumi Mobile Complex, Changwon National Industrial Complex, Ulsan Mipo National Industrial Complex, Yeosu National Industrial Complex, Onsan National Industrial Complex. Korea Workforce Statistics: STEM undergraduate students 700,000 (26% of all university students), STEM graduate students 170,000, PhD researchers 140,000, STEM doctorates conferred 8,000 annually (Seoul National University 1,200, KAIST 800, POSTECH 400, Yonsei University 700, Korea University 600, UNIST 250, DGIST 100, GIST 200, KISTI 50, KIST and ETRI postdoctoral programs 1,000), information security experts 300,000 (KISA-trained and private), AI experts 50,000 (NIA, IITP, NIPA, Samsung, LG, SK, NAVER, Kakao trained), semiconductor experts 260,000 (Samsung Electronics 60,000, SK hynix 30,000, DB HiTek, SK siltron). National R&D Project Operation: National R&D projects 100,000+ annually (MSIT 35,000, MOTIE 25,000, MSS 20,000, MOE 15,000, others 5,000), R&D participating institutions 25,000+, R&D participating researchers 530,000, National R&D output (papers, patents) 540,000 annually. Korea Corporate R&D Investment Top 10 (2024): Samsung Electronics 28 trillion KRW, LG Electronics 9 trillion KRW, SK hynix 8 trillion KRW, Hyundai Motor 6 trillion KRW, Kia 4 trillion KRW, LG Chem 3.5 trillion KRW, LG Display 3.2 trillion KRW, POSCO 3 trillion KRW, Samsung SDI 2.7 trillion KRW, SK Innovation 2.5 trillion KRW.

Korea Global Standards Cooperation — Quantum, Bio, Aerospace, AI

Korea leads global standardization cooperation in 4th industrial revolution technologies. Korea Quantum Technology Standards: "Quantum Science and Technology Comprehensive Development Plan 2024-2030" (8 trillion KRW R&D), National Quantum Science and Technology Committee, MSIT Quantum Technology Bureau, KIST Quantum Information Research Division, KAIST Quantum Graduate School, POSTECH Quantum Science and Technology Division, KAIST IQC, Seoul National University Quantum Information Center, Korea Institute for Advanced Study Quantum Computing Division, KRISS Quantum Measurement Standards Center, SK Telecom QKD, KT QKD, LG U+ QKD, Samsung SDS PQC, Easy Security, CryptoLab Quantum-Resistant Cryptography, KS X ISO/IEC 18033-3, NIST PQC ML-KEM/ML-DSA/SLH-DSA Korean adoption, QKD ETSI GS QKD series Korean Profile. Korea Next-Generation Communications (5G/6G) Standards: 5G subscribers 35 million, 5G base stations 350,000, 5G dedicated networks 16 operators, 6G Acceleration Council (MSIT 2024), 6G commercialization target 2028, 3GPP Release 18/19/20 Korean participation, KS X 3GPP, Samsung Research 6G, LG Electronics 6G, KT 6G, SK Telecom 6G, LG U+ 6G, NIA, ETRI, KAIST, POSTECH, Seoul National University 6G Research Division, O-RAN ALLIANCE Korean Chair Company, M-CORD, OpenRAN Korean Cooperation. Korea AI Standards: KS X ISO/IEC 22989 (AI Concepts and Terminology), KS X ISO/IEC 23053 (AI System Framework), KS X ISO/IEC 5338 (AI System Lifecycle), KS X ISO/IEC 24029 (AI Trustworthiness and Robustness), KS X ISO/IEC 24028 (AI Trustworthiness), KS X ISO/IEC 23894 (AI Risk Management), KS X ISO/IEC 38507 (AI Governance), KS X ISO/IEC 42001 (AIMS Operations System), KS X ISO/IEC 42005 (AI Impact Assessment), AI Framework Act (effective July 2026) Enforcement Decree, Mandatory ex-ante impact assessment for high-impact AI, Samsung Research HyperCLOVA X, LG AI Research EXAONE, SK Telecom A., KT Media AI, NAVER Clova, Kakao i Korean foundation models. Korea Bio Standards: KS X ISO 20387 (Biobanking), KS X ISO 21709, KS X HL7 FHIR R5, SNOMED CT, LOINC, KCD-8, ICD-11, OMOP CDM v5.4, CDISC SDTM, DICOM, HL7 V2, HL7 CDA, MFDS GMP, MFDS Good Tissue Practice, MFDS AI Medical Device Guidelines (50+ approvals), KRIBB, KRICT, KFRI, KIST, KAIST, POSTECH Bio R&D Centers, Samsung Biologics, Celltrion, SK Bioscience, GC Biopharma, LG Chem, Chong Kun Dang, Yuhan Korean Bio Pharmaceuticals, 6 Major Hospitals (Seoul National University, Samsung, Asan, Severance, Bundang Seoul National University, Korea University) Clinical Trial Infrastructure. Korea Aerospace Standards: Korea AeroSpace Administration (KASA, established May 27 2024), MSIT, Ministry of National Defense, KARI, KASI, KIGAM, ETRI, KAI, Hanwha Aerospace, Hanwha Systems, LIG Nex1, CCSDS, ITU, NORAD, IADC, NASA, ESA, JAXA, CNSA, ISRO Korean Cooperation, KS W ISO 14620, KS W ISO 11227, KS W ISO 27026, Nuri Rocket KSLV-II, KSLV-III, Danuri KPLO, Next-Generation Reconnaissance Satellite 425 Project, Arirang, Cheollian, KOMPSAT, CAS500 series. Korea Secondary Battery Standards: "3rd Secondary Battery Industry Development Strategy 2024-2030", MOTIE Secondary Battery Bureau, LG Energy Solution, Samsung SDI, SK On, POSCO Future M, EcoPro BM, L&F, DI Dongil, Samsung SDI Korean Secondary Battery 6 Companies, KS C IEC 62660, KS C IEC 62619, KS C IEC 62133, UN ECE R100, UN/ECE R136 Korean Adoption. Korea Semiconductor Standards: Samsung Electronics (HBM3E, HBM4, DDR5, LPDDR5X), SK hynix (HBM3E 12-Hi, HBM4), DB HiTek, SK siltron, SK Enpulse, Dongjin Semichem, Seoul Semiconductor, Simmtech, Samsung Display, LG Display, JEDEC, SEMI, IEEE, KS C IEC 60068, UCIe 1.1/2.0, CXL 3.0/3.1, HBM4 Standardization, DDR6 Standardization, LPDDR6 Standardization, MRAM, ReRAM, PCRAM Korean Standards Adoption.