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Map soil erosion patterns in @midwest_plains over the last 5 years ending 2025 using comparative imagery.
7 months ago

script.py

ubuntu@sandbox:~$python script.py
Report saved: executive_summary.mdWord count: 5515 

Soil Erosion Patterns in the Midwest Plains: A Five-Year Comparative Satellite Imagery Analysis (2020-2025)

Key Events

10 insights

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Key Metrics

Regional NDVI Improvement9.5% increase in vegetation cover from 2020 to 2025 (0.3664 to 0.4014)
Annual Precipitation Increase18.7% increase from 541.8mm (2020) to 643.0mm (2025)
Erosive Rainfall Events Surge55% increase in erosive days (>25mm), from 2.91 to 4.46 events per year
Soil Loss Rate 20256.15 tons/ha/year, representing 54.9% of USDA tolerance threshold

Vector Files

1 vector available

Midwest Plains Study Area Boundary

Vector Dataset

Gallery

5 images

NDVI Time Series 2020-2025 - Regional Trend

State-by-State NDVI Comparison 2020 vs 2025

NDVI Change by State - Percentage Improvement

Precipitation and Erosive Events Analysis 2020-2025

Comprehensive Erosion Dashboard - RUSLE Analysis

Satellite Images

10 satellite imagess available

NDVI Summer 2020 - Vegetation Density

NDVI Summer 2025 - Vegetation Density

NDVI Change 2020-2025 - Vegetation Recovery

Landsat True Color 2020 - Summer Composite

Landsat True Color 2025 - Summer Composite

Erosion Risk Map 2025 - Multi-Factor Composite

Erosion Risk Composite - Integrated Analysis

Land Cover Classification - MODIS MCD12Q1

Terrain Slope Analysis - SRTM DEM

Annual Precipitation 2025 - CHIRPS

Files

34 files available

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