# WIA-ENE-057: Desertification Prevention ## PHASE 1 - Data Format Specification **Version:** 1.0.0 **Status:** Standard **Last Updated:** 2025-12-25 --- ## Overview This document defines the standardized data formats for monitoring land degradation, tracking vegetation health, measuring soil conditions, and recording restoration activities in the WIA-ENE-057 Desertification Prevention standard. **Philosophy:** 弘益人間 (홍익인간) - Benefit All Humanity --- ## 1. Vegetation Index Data Format ### 1.1 NDVI/EVI Monitoring ```json { "vegetationData": { "id": "VEG-20251225-SAHEL-001", "locationId": "SAHEL-REGION-001", "timestamp": "2025-12-25T10:00:00Z", "coordinates": { "latitude": 14.5, "longitude": -4.0, "datum": "WGS84" }, "indices": { "ndvi": { "value": 0.35, "scale": "0-1", "source": "MODIS", "resolution": "250m" }, "evi": { "value": 0.28, "scale": "0-1", "source": "MODIS", "resolution": "250m" }, "lai": { "value": 1.2, "unit": "m²/m²", "description": "Leaf Area Index" } }, "coverage": { "vegetationCover": 45.2, "bareGround": 42.8, "water": 2.0, "built": 10.0, "unit": "percentage" }, "biomass": { "aboveGround": { "value": 2.4, "unit": "tons/hectare" }, "belowGround": { "value": 1.8, "unit": "tons/hectare" } }, "trendAnalysis": { "monthlyChange": -0.05, "annualChange": -0.15, "fiveYearTrend": -0.42, "status": "declining", "confidence": 0.87 }, "metadata": { "sensorType": "satellite", "cloudCover": 5, "quality": "high" } } } ``` ### 1.2 Field Definitions | Field | Type | Required | Description | |-------|------|----------|-------------| | `id` | string | Yes | Unique identifier for this vegetation record | | `locationId` | string | Yes | Reference to monitored location | | `timestamp` | ISO8601 | Yes | Time of measurement | | `coordinates` | object | Yes | Geographic coordinates | | `indices.ndvi.value` | float | Yes | Normalized Difference Vegetation Index (0-1) | | `indices.evi.value` | float | Yes | Enhanced Vegetation Index (0-1) | | `coverage.vegetationCover` | float | Yes | Percentage of vegetation cover | | `trendAnalysis.status` | enum | Yes | One of: declining, stable, improving | --- ## 2. Soil Condition Data Format ### 2.1 Soil Moisture & Quality ```json { "soilData": { "id": "SOIL-20251225-SAHEL-001", "locationId": "SAHEL-REGION-001", "timestamp": "2025-12-25T10:00:00Z", "coordinates": { "latitude": 14.5, "longitude": -4.0 }, "moisture": { "surfaceLevel": 12.5, "unit": "percentage", "depthProfile": [ { "depth": "0-10cm", "moisture": 15.2, "temperature": 28.5 }, { "depth": "10-30cm", "moisture": 12.8, "temperature": 26.2 }, { "depth": "30-60cm", "moisture": 10.1, "temperature": 24.8 } ] }, "soilType": { "classification": "sandy-loam", "texture": { "sand": 65, "silt": 25, "clay": 10, "unit": "percentage" } }, "chemistry": { "ph": 7.2, "organicMatter": 1.8, "nitrogen": 0.08, "phosphorus": 12.5, "potassium": 145.2, "unit": "ppm for nutrients, percentage for organic matter" }, "degradationIndicators": { "erosionRisk": { "level": "high", "score": 7.5, "scale": "0-10" }, "compaction": { "level": "moderate", "bulkDensity": 1.45, "unit": "g/cm³" }, "salinization": { "level": "low", "ec": 0.8, "unit": "dS/m" }, "crusting": { "severity": "moderate", "thickness": 2.5, "unit": "cm" } }, "waterRetention": { "fieldCapacity": 18.5, "wiltingPoint": 8.2, "availableWater": 10.3, "unit": "percentage" } } } ``` ### 2.2 Erosion Assessment ```json { "erosionData": { "locationId": "SAHEL-REGION-001", "assessmentDate": "2025-12-25", "erosionType": "wind", "severity": { "rating": "severe", "soilLossRate": { "value": 15.2, "unit": "tons/hectare/year" } }, "factors": { "windSpeed": { "average": 25.5, "gusts": 45.2, "unit": "km/h" }, "vegetationCover": 35.2, "soilMoisture": 8.5, "surfaceRoughness": "low" }, "interventions": [ "windbreak-establishment", "cover-crop-planting", "mulching" ] } } ``` --- ## 3. Rainfall Pattern Data Format ### 3.1 Precipitation Monitoring ```json { "rainfallData": { "id": "RAIN-2025-SAHEL-001", "locationId": "SAHEL-REGION-001", "period": { "start": "2025-01-01", "end": "2025-12-31", "type": "annual" }, "totals": { "annualTotal": 325.4, "unit": "mm" }, "seasonalDistribution": { "wetSeason": { "months": ["Jun", "Jul", "Aug", "Sep"], "total": 285.2, "percentage": 87.6 }, "drySeason": { "months": ["Oct", "Nov", "Dec", "Jan", "Feb", "Mar", "Apr", "May"], "total": 40.2, "percentage": 12.4 } }, "intensityMetrics": { "averageEventSize": 18.5, "maxSingleEvent": 65.3, "daysWithRain": 42, "heavyRainDays": 8, "heavyRainThreshold": 25.0 }, "historicalComparison": { "10yearAverage": 425.8, "30yearAverage": 485.2, "deviation": -23.6, "trend": "decreasing", "droughtIndex": { "spi": -1.8, "category": "moderate-drought", "description": "Standardized Precipitation Index" } }, "eventRecords": [ { "date": "2025-07-15", "amount": 65.3, "duration": 4.5, "intensity": "high", "unit": "mm for amount, hours for duration" } ] } } ``` --- ## 4. Land Use & Management Data Format ### 4.1 Land Use Classification ```json { "landUseData": { "locationId": "SAHEL-REGION-001", "timestamp": "2025-12-25T10:00:00Z", "area": { "total": 10000, "unit": "hectares" }, "classification": { "agriculture": { "area": 4500, "percentage": 45.0, "type": "subsistence-farming", "intensity": "moderate", "crops": ["millet", "sorghum", "peanuts"] }, "grazing": { "area": 3200, "percentage": 32.0, "intensity": "high", "animalUnits": 2400, "stockingRate": 0.75 }, "forest": { "area": 1200, "percentage": 12.0, "canopyCover": 35.5, "condition": "degraded" }, "barren": { "area": 800, "percentage": 8.0, "type": "degraded-land" }, "water": { "area": 200, "percentage": 2.0, "type": "seasonal" }, "built": { "area": 100, "percentage": 1.0 } }, "managementPractices": { "tillage": "conventional", "irrigation": "none", "fertilization": "minimal", "pestManagement": "traditional", "soilConservation": ["none"] }, "pressure": { "populationDensity": 85, "livestockDensity": 240, "fuelwoodCollection": "high", "overallPressure": "high" } } } ``` --- ## 5. Restoration Activity Data Format ### 5.1 Restoration Project Record ```json { "restorationProject": { "projectId": "REST-2025-SAHEL-001", "projectName": "Sahel Green Belt Initiative", "organization": "Great Green Wall Foundation", "location": { "locationId": "SAHEL-REGION-001", "coordinates": { "latitude": 14.5, "longitude": -4.0 }, "area": { "total": 1000, "unit": "hectares" } }, "timeline": { "startDate": "2023-03-15", "plannedEndDate": "2028-03-15", "currentPhase": "implementation" }, "objectives": [ "soil-stabilization", "vegetation-recovery", "biodiversity-enhancement", "livelihood-improvement" ], "interventions": { "reforestation": { "area": 450, "species": [ { "name": "Acacia senegal", "quantity": 25000, "survivalRate": 78.5 }, { "name": "Balanites aegyptiaca", "quantity": 15000, "survivalRate": 82.3 } ], "plantingMethod": "direct-seeding-and-nursery", "spacing": "3x3 meters" }, "soilConservation": { "measures": [ { "type": "half-moon-technique", "area": 200, "quantity": 5000 }, { "type": "stone-bunds", "length": 15.5, "unit": "km" } ] }, "waterManagement": { "techniques": [ { "type": "rainwater-harvesting", "structures": 45, "capacity": 2250, "unit": "cubic-meters" } ] } }, "progress": { "completion": 65.0, "milestones": [ { "name": "Site preparation", "status": "completed", "completionDate": "2023-06-30" }, { "name": "Tree planting", "status": "completed", "completionDate": "2024-09-15" }, { "name": "Monitoring & maintenance", "status": "in-progress", "progress": 40.0 } ] }, "outcomes": { "environmental": { "vegetationCoverIncrease": 35.2, "soilErosionReduction": 60.5, "carbonSequestration": { "value": 1250, "unit": "tons-CO2" }, "biodiversityImprovement": { "speciesCount": 42, "increase": 25.0 } }, "social": { "beneficiaries": 2500, "jobsCreated": 145, "incomeIncrease": 18.5 } }, "funding": { "totalBudget": 500000, "spent": 325000, "currency": "USD", "sources": [ { "name": "Green Climate Fund", "amount": 300000 }, { "name": "Local Government", "amount": 200000 } ] } } } ``` --- ## 6. Composite Monitoring Report ### 6.1 Integrated Assessment ```json { "monitoringReport": { "reportId": "REPORT-2025-Q4-SAHEL-001", "locationId": "SAHEL-REGION-001", "reportingPeriod": { "start": "2025-10-01", "end": "2025-12-31", "quarter": "Q4", "year": 2025 }, "desertificationRisk": { "overallScore": 68.5, "category": "high-risk", "factors": { "vegetation": { "score": 35.0, "weight": 0.30, "status": "degraded" }, "soil": { "score": 72.0, "weight": 0.25, "status": "severely-degraded" }, "climate": { "score": 85.0, "weight": 0.25, "status": "adverse" }, "humanActivity": { "score": 90.0, "weight": 0.20, "status": "high-pressure" } } }, "keyIndicators": { "vegetation": { "ndvi": 0.35, "trend": "declining", "change": -0.05 }, "soil": { "moisture": 12.5, "organicMatter": 1.8, "erosionRisk": "high" }, "rainfall": { "annual": 325.4, "deviation": -23.6, "trend": "decreasing" } }, "alerts": [ { "severity": "high", "type": "rapid-vegetation-decline", "message": "NDVI decreased by 15% in 3 months", "date": "2025-11-15" }, { "severity": "medium", "type": "soil-moisture-low", "message": "Soil moisture below critical threshold", "date": "2025-12-10" } ], "recommendations": [ "Implement immediate soil conservation measures", "Establish green belt with drought-resistant species", "Reduce grazing intensity by 40%", "Introduce water harvesting techniques" ], "certifications": { "ldnCompliant": true, "unccdReported": true, "verificationStatus": "blockchain-anchored" } } } ``` --- ## 7. Data Quality & Validation ### 7.1 Quality Assurance ```json { "qualityMetrics": { "dataCompleteness": 95.5, "accuracy": 92.3, "timeliness": 98.7, "consistency": 94.1, "validationMethod": "automated-and-expert-review", "lastValidation": "2025-12-25T10:00:00Z" } } ``` ### 7.2 Validation Rules | Field | Validation Rule | Error Handling | |-------|----------------|----------------| | NDVI | Must be between -1 and 1 | Reject if outside range | | Soil Moisture | Must be 0-100% | Flag for review if >60% | | Rainfall | Non-negative values | Flag negative values | | Coordinates | Valid lat/long | Reject invalid coordinates | --- ## 8. Versioning & Compatibility - **Current Version:** 1.0.0 - **Backwards Compatibility:** Maintained for v0.9.x - **Breaking Changes:** None in 1.0.0 - **Migration Path:** Automated conversion tools available --- ## 9. Standards Compliance - **ISO 19115:** Geographic Information - Metadata ✓ - **OGC Standards:** WMS, WFS, WCS ✓ - **UNCCD LDN:** Land Degradation Neutrality Reporting ✓ - **W3C VC:** Verifiable Credentials for Certifications ✓ --- **Document Control:** - **Author:** WIA Standards Committee - **Review Date:** 2025-12-25 - **Next Review:** 2026-06-25 - **Philosophy:** 弘益人間 (홍익인간) - Benefit All Humanity © 2025 SmileStory Inc. / WIA