EDK-1

Elements

Data our model is built and trained on.

Solar

We bring sunlight and solar potential into the picture of a place.

  • How much sunlight reaches the ground
  • Direct and diffuse sunlight throughout the day
  • Potential for generating solar power
  • The angle that makes best use of the sun

Wind

We include wind conditions at different heights to help describe the energy in the air.

  • Typical wind speeds
  • Wind at ground level and above
  • The strength of the wind resource
  • How conditions change with height

Geology

We include the rock and terrain beneath a place to give it physical context.

  • The kinds of rock at the surface
  • Elevation and the shape of the land
  • How steep the ground is
  • The direction a slope faces

Ecology

We bring together ecological regions and land cover to describe the living landscape.

  • Biomes and ecological regions
  • Forests, grasslands, and other land cover
  • Tree canopy across the landscape
  • How much land is covered by hard surfaces

Water & flooding

We include surface water, coastlines, and modeled flooding to help explain a place’s relationship with water.

  • How close a place is to water
  • Permanent and seasonal surface water
  • River and coastal flood depths
  • Distance from the coast

Climate & hazards

We include long-term climate patterns and environmental hazards that shape conditions on the ground.

  • Temperature and rainfall patterns
  • Climate zones and seasons
  • Wildfire weather and hazard potential
  • Fine particles in the air

Agriculture & soils

We include agricultural land and soil characteristics to help describe how land is used and what lies beneath it.

  • Crops and nearby agricultural land
  • How soil drains and holds water
  • Depth to bedrock and the water table
  • Soil properties across mapped land

Demographics

We include population and community characteristics to understand the people and places around a location.

  • Population and settlement patterns
  • Household income and housing
  • Age and education
  • How people travel to work

Built environment

We include the buildings and land uses that give a place its built character.

  • Patterns of urban and rural settlement
  • Building heights and built-up land
  • Residential and nonresidential development
  • How land is used

Jobs & access

We include employment and travel measures to understand how places connect to opportunities and services.

  • Employment and local job sectors
  • The concentration of jobs nearby
  • Travel time to cities
  • Access to healthcare by road and on foot

Industrial activity

We include information about industrial facilities and reported releases around a place.

  • Registered industrial facilities
  • How close facilities are
  • The concentration of facilities nearby
  • Reported releases to the environment

Distance

We take real-world measurements between places to understand how things relate across the world.

  • Distance between places and features
  • The closest places to a chosen location
  • Places within a given distance
  • How distances compare across locations

Coverage and dates vary by dataset. Values may describe a sampled point, a raster cell, or a census area, depending on the source.

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