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  1. Home
  2. Climate Change Indicators
  3. View the Indicators
  4. Snow and Ice

Collecting Snow and Ice Data

From “low-tech” backyard observations made by citizens in their own neighborhood to “high-tech” global satellite images of some of the most remote places in the world, scientists use a variety of techniques to track climate change. Below are some examples of the data collection methods used to create the indicators in this chapter.

Satellites

Satellites provide an efficient way to collect the kind of data that would be difficult to measure in person, such as measurements that need to be made at regular intervals over large areas or in remote locations. For example, the Arctic Sea Ice indicator is derived from data-rich images taken by satellites that orbit the Earth every day, using instruments that can tell the difference between sea ice and open water.

Field Measurements

Photograph of scientists making measurements in the snow.

Sometimes going out in the field and measuring by hand is the best way to collect precise information and maintain a long-running dataset. For the Glaciers indicator, scientists visit the same glaciers twice a year at locations marked with a network of stakes, where they measure snow depth and density.

Citizen Science

You don’t need a Ph.D. to be a scientist. Many citizen scientists have helped to create high-quality datasets of climate indicators that date back further than some modern climate monitoring programs. The Lake Ice indicator includes local observations made from the same vantage point throughout the year. Some lakes have multiple observers, such as residents on both sides of a lake who can compare notes.

Observation Stations

Photograph of a scientists checking an observation station, surrounded by snowy mountains.

Automated observation stations make it possible to collect data continuously from places that may be difficult or expensive to reach. For example, scientists once had to travel to remote snowpack measurement sites by ski, snowshoe, snowmobile, or helicopter. Now, the Snowpack indicator uses hundreds of snow telemetry stations that automatically record and relay data back to a central computer every 15 minutes.

Climate Change Indicators

  • View the Indicators
    • Greenhouse Gases
      • U.S. Greenhouse Gas Emissions
      • Global Greenhouse Gas Emissions
      • Atmospheric Concentrations of Greenhouse Gases
      • Climate Forcing
    • Weather and Climate
      • U.S. and Global Temperature
      • Seasonal Temperature
      • High and Low Temperatures
      • Heat Waves
      • U.S. and Global Precipitation
      • Heavy Precipitation
      • Tropical Cyclone Activity
      • River Flooding
      • Drought
      • A Closer Look: Temperature and Drought in the Southwest
    • Oceans
      • Ocean Heat
      • Sea Surface Temperature
      • Marine Heat Waves
      • Sea Level
      • A Closer Look: Land Loss Along the Atlantic Coast
      • Coastal Flooding
      • Ocean Acidity
    • Snow and Ice
      • Arctic Sea Ice
      • Antarctic Sea Ice
      • Ice Sheets
      • Glaciers
      • Arctic Glaciers
      • A Closer Look: Glaciers in Glacier National Park
      • Lake Ice
      • Great Lakes Ice Cover
      • Community Connection: Ice Breakup in Three Alaskan Rivers
      • Snowfall
      • Snow Cover
      • Snowpack
      • Permafrost
      • Freeze-Thaw Conditions
    • Health and Society
      • Heat-Related Deaths
      • A Closer Look: Heat-Related Workplace Deaths
      • Heat-Related Illnesses
      • Cold-Related Deaths
      • Heating and Cooling Degree Days
      • Residential Energy Use
      • Lyme Disease
      • West Nile Virus
      • Length of Growing Season
      • Growing Degree Days
      • Ragweed Pollen Season
    • Ecosystems
      • Wildfires
      • Streamflow
      • Stream Temperature
      • Tribal Connection: Trends in Stream Temperature in the Snake River
      • Lake Temperature
      • Great Lakes Water Levels and Temperatures
      • Bird Wintering Ranges
      • A Closer Look: The Black Guillemots of Cooper Island
      • Marine Species Distribution
      • Leaf and Bloom Dates
      • Community Connection: Cherry Blossom Bloom Dates in Washington, D.C.
  • Dig into the Data
    • Map Explorer Basics
    • Southwest Case Study
  • Indicator Stories
    • Indicator Infographics
    • Community Connections
    • Indicators Overview StoryMap
    • Seasonality and Climate Change
  • About the Indicators
    • Data Sources and Methods
    • Frequent Questions about the Indicators
    • Publications
Contact Us About Climate Indicators
Contact Us to ask a question, provide feedback, or report a problem.
Last updated on May 20, 2025
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