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Images

Peruse our selection of remote sensing and Earth science imagery below.

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An image of a map of the Annual NLCD Land Cover Confidence Index
Annual NLCD Land Cover Confidence Index
Annual NLCD Land Cover Confidence Index
Annual NLCD Land Cover Confidence Index

Annual NLCD land cover confidence product provides the level of confidence that Annual NLCD land cover class per pixel values that matches the training data. The image shown is around Marysville, WA.

Annual NLCD land cover confidence product provides the level of confidence that Annual NLCD land cover class per pixel values that matches the training data. The image shown is around Marysville, WA.

An image that depicts where spectral change occurred in the imagery for Annual NLCD
Annual NLCD Spectral Change Day of Year
Annual NLCD Spectral Change Day of Year
Annual NLCD Spectral Change Day of Year

Depicts the day-of-year (DOY) on which a significant deviation in Landsat surface reflectance was detected within the calendar year of an area around Marysville, WA

Depicts the day-of-year (DOY) on which a significant deviation in Landsat surface reflectance was detected within the calendar year of an area around Marysville, WA

An image of where there was spectral change occurred in the imagery for Annual NLCD
Annual NLCD Spectral Change Day of Year cropped
Annual NLCD Spectral Change Day of Year cropped
Annual NLCD Spectral Change Day of Year cropped

Depicts the day-of-year (DOY) on which a significant deviation in Landsat surface reflectance was detected within the calendar year.  Area around Marysville, WA is depicted in the image.

Depicts the day-of-year (DOY) on which a significant deviation in Landsat surface reflectance was detected within the calendar year.  Area around Marysville, WA is depicted in the image.

A graphic of the Annual NLCD landcover map
Annual NLCD Land Cover
Annual NLCD Land Cover
Annual NLCD Land Cover

Annual NLCD generates a product suite of six land use and land cover themes from 1985-2023. The Annual NLCD Land Cover product Depicts the predominant thematic land cover class within the mapping year with respect to broad categories of artificial or natural surface cover. The image shows an area around Marysville, WA.

Annual NLCD generates a product suite of six land use and land cover themes from 1985-2023. The Annual NLCD Land Cover product Depicts the predominant thematic land cover class within the mapping year with respect to broad categories of artificial or natural surface cover. The image shows an area around Marysville, WA.

A land cover map of change for Annual NLCD
Annual NLCD Land Cover Change cropped
Annual NLCD Land Cover Change cropped
Annual NLCD Land Cover Change cropped

Annual NLCD land cover change product shows the change between the current year’s primary land cover and the prior year’s land cover when there is a change in primary class. The image shows an area around Marysville, WA.

Annual NLCD land cover change product shows the change between the current year’s primary land cover and the prior year’s land cover when there is a change in primary class. The image shows an area around Marysville, WA.

an image of the annual NLCD fractional surface area.
Annual NLCD Fractional Impervious Surface Cropped
Annual NLCD Fractional Impervious Surface Cropped
Annual NLCD Fractional Impervious Surface Cropped

Depicts the fractional surface area of the map unit (pixel) that is covered with artificial substrate or structures. The image shows an area around Marysville, WA.

Depicts the fractional surface area of the map unit (pixel) that is covered with artificial substrate or structures. The image shows an area around Marysville, WA.

AN image of the fractional impervious surface map used for Annual NLCD
Annual NLCD Fractional Impervious Surface
Annual NLCD Fractional Impervious Surface
Annual NLCD Fractional Impervious Surface

Depicts the fractional surface area of the map unit (pixel) that is covered with artificial substrate or structures in an area around Marysville, WA. 

Depicts the fractional surface area of the map unit (pixel) that is covered with artificial substrate or structures in an area around Marysville, WA. 

An image of the land cover classification map from the Annual NLCD
Annual NLCD Land Cover cropped
Annual NLCD Land Cover cropped
Annual NLCD Land Cover cropped

Annual NLCD generates a product suite of six land use and land cover themes from 1985-2023. The Annual NLCD Land Cover product Depicts the predominant thematic land cover class within the mapping year with respect to broad categories of artificial or natural surface cover. The image shows an area around Marysville, WA.

Annual NLCD generates a product suite of six land use and land cover themes from 1985-2023. The Annual NLCD Land Cover product Depicts the predominant thematic land cover class within the mapping year with respect to broad categories of artificial or natural surface cover. The image shows an area around Marysville, WA.

An image of Impervious Descriptor map for Annual NLCD
Annual NLCD Impervious Descriptor
Annual NLCD Impervious Descriptor
Annual NLCD Impervious Descriptor

The Annual National Land Cover Database (NLCD) impervious descriptor product generates a raster layer that differentiates between urban and road surfaces. The area depicted is around Marysville, WA

The Annual National Land Cover Database (NLCD) impervious descriptor product generates a raster layer that differentiates between urban and road surfaces. The area depicted is around Marysville, WA

An image of the Impervious Descriptor map for the Annual NLCD
Annual NLCD Impervious Descriptor cropped
Annual NLCD Impervious Descriptor cropped
Annual NLCD Impervious Descriptor cropped

The Annual National Land Cover Database (NLCD) impervious descriptor product generates a raster layer that differentiates between urban and road surfaces. The image shows an area around Marysville, WA.

The Annual National Land Cover Database (NLCD) impervious descriptor product generates a raster layer that differentiates between urban and road surfaces. The image shows an area around Marysville, WA.

An image of the Annual NLCD Impervious Descriptor legend
Annual NLCD Impervious Descriptor
Annual NLCD Impervious Descriptor
Annual NLCD Impervious Descriptor

The Annual National Land Cover Database (NLCD) impervious descriptor product generates a raster layer that differentiates between urban and road surfaces. 

The Annual National Land Cover Database (NLCD) impervious descriptor product generates a raster layer that differentiates between urban and road surfaces. 

An image of the Annual NLCD legend giving the definitions of each class and the color of each class on the map.
Annual NLCD Land Cover Change Legend
Annual NLCD Land Cover Change Legend
Annual NLCD Land Cover Change Legend

Annual National Land Cover Database (Annual NLCD) land cover legend contains 16 land cover classes based on the Anderson Level II classification system. 

Annual National Land Cover Database (Annual NLCD) land cover legend contains 16 land cover classes based on the Anderson Level II classification system. 

An image of the Annual NLCD Land Cover Change legend
Annual NLCD Land Cover Change Legend
Annual NLCD Land Cover Change Legend
Annual NLCD Land Cover Change Legend

The Annual National Land Cover Database (NLCD) land cover change legend contains all of the annual NLCD land cover classes plus the land cover classification change classes. Annual NLCD Land Cover Change land cover change product contains a total of 241 land cover classes.

The Annual National Land Cover Database (NLCD) land cover change legend contains all of the annual NLCD land cover classes plus the land cover classification change classes. Annual NLCD Land Cover Change land cover change product contains a total of 241 land cover classes.

A map image of land cover change for Annual NLCD
Annual NLCD Land Cover Change
Annual NLCD Land Cover Change
Annual NLCD Land Cover Change

Annual NLCD land cover change product shows the change between the current year’s primary land cover and the prior year’s land cover when there is a change in primary class. The area shown is around Marysville, WA.

Annual NLCD land cover change product shows the change between the current year’s primary land cover and the prior year’s land cover when there is a change in primary class. The area shown is around Marysville, WA.

Animation of a series of satellite-derived land cover images from 1985 to 2023
Land cover change in the northern Dallas-Fort Worth area from 1985-2023 as shown by Annual NLCD Collection 1.0
Land cover change in the northern Dallas-Fort Worth area from 1985-2023 as shown by Annual NLCD Collection 1.0
Land cover change in the northern Dallas-Fort Worth area from 1985-2023 as shown by Annual NLCD Collection 1.0

An animation of images from the Annual National Land Cover Database (NLCD) for every year from 1985 through 2023 showing land cover changes and the progression of growth of urban areas (in red) in the northern Dallas-Fort Worth, Texas, metropolitan area.

A colorful map of the United States with a title and legend
Annual NLCD Collection 1.0 (2023) for CONUS
Annual NLCD Collection 1.0 (2023) for CONUS
Annual NLCD Collection 1.0 (2023) for CONUS

The Annual NLCD product suite offers six different land use and land cover products. The Annual NLCD Land Cover product depicts the predominant thematic land cover of 16 Anderson Level II classes within the current mapping year. The Annual NLCD Land Cover of the conterminous United States shows all Anderson Level II classes.

The Annual NLCD product suite offers six different land use and land cover products. The Annual NLCD Land Cover product depicts the predominant thematic land cover of 16 Anderson Level II classes within the current mapping year. The Annual NLCD Land Cover of the conterminous United States shows all Anderson Level II classes.

A map depicting the 5000 random sample plots used the Annual NLCD Collection 1.0 accuracy assessment.
Spatial Distributions of Reference Sample
Spatial Distributions of Reference Sample
Spatial Distributions of Reference Sample

To assess the accuracy of Annual NLCD, Collection 1.0, a team of image interpreters review Landsat imagery, high resolution aerial photography, and other supporting data to make annual land cover classifications for thousands of 30-meter by 30-meter plot locations for the full 1985-2023 time series. This process is broken down into two phases.

To assess the accuracy of Annual NLCD, Collection 1.0, a team of image interpreters review Landsat imagery, high resolution aerial photography, and other supporting data to make annual land cover classifications for thousands of 30-meter by 30-meter plot locations for the full 1985-2023 time series. This process is broken down into two phases.

Maps and a photograph of how the RCMAP product is made.
Rangeland Condition Monitoring, Assessment, and Projection (RCMAP) provides critical information on subtle vegetation changes in western US rangelands.
Rangeland Condition Monitoring, Assessment, and Projection (RCMAP) provides critical information on subtle vegetation changes in western US rangelands.
Rangeland Condition Monitoring, Assessment, and Projection (RCMAP) provides critical information on subtle vegetation changes in western US rangelands.

Rangeland managers need information on the current vegetation condition and how the landscape has changed through time. To address this need, scientsist from the USGS and Bureau of Land Management (BLM) developed the Rangeland Condition Monitoring Assessment and Projection (RCMAP) project. These data classify U.S.

A photo of a truck being loaded with cut trees
Forest Cutting in Ouachita Mountains
Forest Cutting in Ouachita Mountains
Forest Cutting in Ouachita Mountains

Clearcutting in a forest in the Ouachita Mountains of Arkansas and Oklahoma.  Heavy machinery is being used to cut trees and haul lumber away to another location. 

Clearcutting in a forest in the Ouachita Mountains of Arkansas and Oklahoma.  Heavy machinery is being used to cut trees and haul lumber away to another location. 

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