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Land Use Map	Investment management Green Finance	Due Diligence and Monitoring Assets Monitoring Green Finance	Land use	Asset Accessibility Assessment Natural hazard risk analysis Natural assets time series analysis Climate resilient flood management Urban properties geolocations map
Crop Type and Acreage Mapping	Investment management Insurance management	Due Diligence and Monitoring Assets Validating Self Reports	Land use	Monitoring crop productivity Assessing Crop Types’ of impact on sustainable and environmental investments Crop damage map
Crop Phenology, Rotation, and Number of Seasons	Investment management Insurance management	Monitor opaque markets Due Diligence and Monitoring Assets Validating Self Reports	Land use	Monitoring crop productivity
Tillage, and Crop Residue Cover Practices	Investment management Insurance management	Monitor opaque markets Due Diligence and Monitoring Assets Validating Self Reports	Land use	Monitoring crop productivity
Green Biomass and Yield estimation	Investment management Risk analysis	Due Diligence and Monitoring Assets Forecasting to Manage Volatility	Land use	Monitoring crop productivity
Milk and Cattle (in weight) Productivity Estimation	Investment management	Due Diligence and Monitoring Assets	Land use
Monitoring Reforestation and Deforestation Activities	Green finance Risk analysis	Carbon Offsetting Environmental Due Diligence Measure Physical Risk	Land use	Natural assets time series analysis
Trees Counting	Investment management Green finance Risk analysis Insurance management	Due Diligence and Monitoring Assets Monitoring Green Finance Carbon Offsetting Climate Stress-Testing Parametric Insurance Products	Land use
Building Inventory	Investment management	Monitor Opaque Markets	Land use	Urban properties geolocations map
Mapping Travel Times to Assets	Investment management Risk analysis	Due Diligence and Monitoring Assets Socioeconomic Risk Measurement	Land use	Asset Accessibility Assessment
WorldPop – Population Counts	Investment management Green finance	Analyse Market Signals Monitor Opaque Markets Monitoring Green Finance	Land use	Business activities' impact on ecosystems and biodiversity
Monitoring Solar Panel Installations	Green finance Insurance management	Carbon Offsetting Validating Self Reports	Land use	Business activities' impact on ecosystems and biodiversity
Monitoring Changes in Port Activity Patterns	Investment management Green finance Risk analysis Insurance management	Analyse Market Signals Track Macro Economic Trend	Land use
Stock Changes in Oil Tanks	Investment management	Analyse Market Signals Track Macro Economic Trend	Land use
Lithology and Surficial Geology Mapping	Investment management	Monitor Opaque Markets Due Diligence and Monitoring Assets	Land use
Predicting Terrorism Hotspots	Investment management Risk analysis	Monitor Opaque Markets Socioeconomic Risk Measurement	Land use	Security risk analysis
Land Cover Maps	Investment management Green finance Risk analysis	Analyse Market Signals Due Diligence and Monitoring Assets Monitoring Green Finance Environmental Due Diligence Measure Physical Risk	Land cover	Natural assets time series analysis Climate resilient flood management
Crop Health (Diseases and Pests detection)	Investment management Risk analysis Insurance management	Monitor Opaque Markets Due Diligence and Monitoring Assets Forecasting to Manage Volatility Validating Self Reports	Land cover
Vegetation Height Estimation	Investment management	Due Diligence and Monitoring Assets	Land cover
Nighttime Light Monitoring	Investment management	Track Macro Economic Trend	Land cover
Drought Monitoring at the Assets Level	Risk analysis Insurance management	Measure Physical Risk Climate Stress-Testing Validating Self Reports	Natural disaster	Natural hazard risk analysis Client risk mapping
Post Wildfires Monitoring (Area and Severity)	Risk analysis Insurance management	Measure Physical Risk Climate Stress-Testing Assessing Claims Against Policies	Natural disaster
Wildfires Danger Forecasting	Risk analysis Insurance management	Measure Physical Risk Climate Stress-Testing Assessing Claims Against Policies	Natural disaster	Natural hazard risk analysis Client risk mapping Natural hazard prediction
Identification of Flood Hazard Areas	Risk analysis Insurance management	Measure Physical Risk Climate Stress-Testing Forecasting to Manage Volatility Assessing Claims Against Policies Parametric Insurance Products	Natural disaster	Natural hazard risk analysis Client risk mapping Natural hazard prediction Climate resilient flood management
Identification of Trends Related to Shifts in Rainfall Patterns	Risk analysis	Measure Physical Risk Climate Stress-Testing	Natural disaster	Natural hazard risk analysis Client risk mapping Climate resilient flood management
GHG Emissions Monitoring	Green finance	Monitoring Green Finance Carbon Offsetting Environmental Due Diligence	Climate change
Estimation of Above-Ground Carbon Stocks in Forests	Green finance	Monitoring Green Finance Carbon Offsetting Environmental Due Diligence	Climate change	Assessing tree health condition and forest carbon sequestration
Impact of increased temperatures on soil moisture and vegetation condition	Investment management Green finance Risk analysis Insurance management	Due Diligence and Monitoring Assets Carbon Offsetting Measure Physical Risk Parametric Insurance Products	Climate change	Monitor temperature increase on assets
Heat Hazard Map	Investment management Green finance Risk analysis	Due Diligence and Monitoring Assets Carbon Offsetting Measure Physical Risk	Climate change	Monitor temperature increase on assets
Satellite-Derived Bathymetry for Port and Coastal Monitoring	Investment management Risk analysis	Analyse Market Signals Measure Physical Risk	Coastal management
Coastal Erosion	Risk analysis Insurance management	Measure Physical Risk Parametric Insurance Products	Coastal management	Geohazards prediction
Fish Stock Assessment	Investment management	Due Diligence and Monitoring Assets	Marine
Oil Spill Detection	Risk analysis Insurance management	Measure Physical Risk Parametric Insurance Products	Marine
Ship Detection and Categorization	Investment management	Analyse Market Signals Monitor Opaque Markets	Marine
Monitoring Highway and Railway Networks	Investment management Risk analysis Insurance management	Analyse Market Signals Measure Physical Risk Validating Self Reports	Earth’s surface motion	Geohazards prediction
Dams’ Safety	Risk analysis Insurance management	Measure Physical Risk Validating Self Reports	Earth’s surface motion	Geohazards prediction Sea level risk monitoring
Surveillance of Oil and Gas Pipelines for Geohazard and Ground Subsidence Vulnerabilities	Risk analysis Insurance management	Measure Physical Risk Validating Self Reports	Earth’s surface motion	Geohazards prediction
Monitor Slow-Moving Subsidence	Risk analysis Insurance management	Measure Physical Risk Assessing Claims Against Policies Parametric Insurance Products	Earth’s surface motion	Geohazards prediction

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