
Amazon SageMaker geospatial capabilities enable monitoring and analysis of rodent infestations by visualizing rodent sightings, correlating them with vegetation and water bodies, and linking them to monkeypox cases using satellite imagery and built-in ML models.


<div><p>This article demonstrates using Amazon SageMaker geospatial capabilities to analyze rodent infestations and correlate them with disease spread.</p><ul><li>Use Vector Enrichment Jobs to convert rodent coordinates to human-readable addresses</li><li>Visualize rodent sightings on interactive maps with Foursquare Studio integration</li><li>Apply pre-trained Land Use Land Cover model to analyze vegetation and water impacts</li><li>Create Earth Observation Jobs to process satellite imagery from Sentinel-2</li><li>Correlate rodent sightings with monkeypox cases across NYC boroughs (r=0.714)</li><li>Manhattan shows highest rodent concentration and monkeypox cases</li></ul><p>SageMaker geospatial capabilities streamline large-scale geospatial analysis, eliminating manual data collection and processing challenges for pest control and public health planning.</p></div>


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