EROS is central to the creation of the National Land Cover Database (NLCD), which is updated every two to three years and stands as the definitive land cover database for the United States.
The U.S. Geological Survey (USGS), in association with the Multi-Resolution Land Characteristics (MRLC) Consortium, is pleased to announce the completion and release of the latest epoch of the National Land Cover Database (NLCD) for the conterminous U.S.—NLCD 2021.
The MRLC, a consortium of federal agencies who coordinate and generate consistent and relevant land cover information at the national scale for a wide variety of environmental, land management, and modeling applications, have been providing the scientific community with detailed land cover products for more than 30 years. Over that time, NLCD has been one of the most widely used geospatial datasets in the U.S., serving as a basis for understanding the Nation’s landscapes in thousands of studies and applications, trusted by scientists, land managers, students, city planners, and many more as a definitive source of U.S. land cover.
With the latest release, NLCD now includes map products characterizing land cover and land cover change across nine epochs from 2001 to 2021 (2001, 2004, 2006, 2008, 2011, 2013, 2016, 2019, and 2021). The 2021 suite of NLCD products follow the same protocols and procedures of the previously released NLCD epochs (2001-2019), are directly comparable to the 2019 release across the full time series, and are suitable for multi-temporal analysis. Science products and the change index, however, will need to be reacquired for the additional 2021 change information.
Specific map products include:
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Land cover – Conterminous U.S. land cover at a 30-meter spatial resolution with a 16-class legend based on a modified Anderson Level II classification system
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Land cover change index – Provides a simple and comprehensive way to visualize change that occurred across all the NLCD epochs of land cover
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Urban imperviousness – Indicates urban impervious surfaces as a percentage of developed surface over every 30-meter pixel in the Conterminous U.S.
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Urban impervious descriptor – Classifies specific types of roads, wind tower sites, building locations, and energy production sites to allow a deeper analysis of developed features
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NLCD Science Products
- Land Cover Change Disturbance Date – Identifies the first land cover classification change event between any two adjacent target years across all NLCD epochs at the 30-meter pixel level
- Forest Disturbance Date – Identifies the most recent year of forest disturbance between the years 1984–2021
- Land Cover Change Count – Calculates an integer count total of any change recorded between two consecutive epochs
- Land Cover with additional Forest Transition Classes – Delineates spectrally stable grass and shrub areas from those that are transitional forest classes, which tend to be represented by forest harvest, burns, regrowth, and other disturbances
- U.S. Forest Service Science Tree Canopy Cover – The original, unmasked Tree Cover Canopy data produced by the U.S. Forest Service, an MRLC partner
NLCD products can be explored and/or downloaded from multiple outlets, based on your specific application. If you are a user looking for bulk download options of the entire suite of products, the website includes direct access to the source data and metadata. NLCD is also available in the MRLC NLCD Viewer web application, a dynamic platform for data visualization, side-by-side image analysis and comparisons, and a custom tool enabling users to select a region of interest for download. Local class by class analysis between years is also available at the MRLC EVA Tool (mrlc.gov)
Below are other science projects associated with this project.
Eyes on Earth Episode 54 – National Land Cover Database 2019
Eyes on Earth is a podcast on remote sensing, Earth observation, land change and science, brought to you by the USGS Earth Resources Observation and Science (EROS) Center. In this episode, we learn about the latest land cover release from EROS.
Eyes on Earth Episode 42 – Rangelands of the U.S.
Eyes on Earth is a podcast on remote sensing, Earth observation, land change and science, brought to you by the USGS Earth Resources Observation and Science (EROS) Center. In this episode, we hear how Landsat helps monitor vulnerable rangelands in the Western U.S.
LCMAP and NLCD: Complementary Data for Understanding the Geography of the United States
Eyes on Earth Episode 3 - National Land Cover Database
Eyes on Earth is a podcast on remote sensing, Earth observation, land change and science, brought to you by the USGS Earth Resources Observation and Science (EROS) Center. In this episode, we talk about the National Land Cover Database.
Western U.S. Cheatgrass and Shrubland Monitoring
National Land Cover Database Visualization and Information Tool
Below are data or web applications associated with this project.
National Land Cover Database (NLCD) 2016 Shrubland Fractional Components for the Western U.S. (ver. 3.0, July 2020)
Remote Sensing Shrub/Grass National Land Cover Database (NLCD) Back-in-Time (BIT) Products for the Western U.S., 1985 - 2018
Non-native and synanthropic bird data derived from 2010-2012 Breeding Bird Survey and associated landscape metrics from 2011 NLCD
National Land Cover Database (NLCD)
The National Land Cover Database (NLCD) provides nation-wide data on land cover and land cover change at the Landsat Thematic Mapper (TM) 30-meter resolution. NLCD provides spatial reference and descriptive data for characteristics of the land surface such as thematic class (e.g., urban, agriculture, and forest), percent impervious surface, and percent tree canopy cover.
Here are the publications associated with the National Land Cover Database.
Rangeland fractional components across the western United States from 1985 to 2018
Conterminous United States land cover change patterns 2001–2016 from the 2016 National Land Cover Database
Accuracy assessment of NLCD 2011 impervious cover data for the Chesapeake Bay region, USA
Thematic accuracy assessment of the 2011 National Land Cover Database (NLCD)
Accuracy assessment of NLCD 2006 land cover and impervious surface
Thematic accuracy of the NLCD 2001 land cover for the conterminous United States
National Land Cover Database 2001 (NLCD01) Tree Canopy Layer Tile 4, Southeast United States: CNPY01_4
Comparison of NLCD with NWI Classifications of Baldwin and Mobile Counties, Alabama
Completion of the National Land Cover Database (NLCD) 1992–2001 Land Cover Change Retrofit product
National Land Cover Database 2001 (NLCD01) Tile 4, Southeast United States: NLCD01_4
Below are news stories associated with the National Land Cover Database.
- Overview
EROS is central to the creation of the National Land Cover Database (NLCD), which is updated every two to three years and stands as the definitive land cover database for the United States.
The U.S. Geological Survey (USGS), in association with the Multi-Resolution Land Characteristics (MRLC) Consortium, is pleased to announce the completion and release of the latest epoch of the National Land Cover Database (NLCD) for the conterminous U.S.—NLCD 2021.
Map of the Conterminous U.S. showing the Land Cover layer from the NLCD 2021. The MRLC, a consortium of federal agencies who coordinate and generate consistent and relevant land cover information at the national scale for a wide variety of environmental, land management, and modeling applications, have been providing the scientific community with detailed land cover products for more than 30 years. Over that time, NLCD has been one of the most widely used geospatial datasets in the U.S., serving as a basis for understanding the Nation’s landscapes in thousands of studies and applications, trusted by scientists, land managers, students, city planners, and many more as a definitive source of U.S. land cover.
With the latest release, NLCD now includes map products characterizing land cover and land cover change across nine epochs from 2001 to 2021 (2001, 2004, 2006, 2008, 2011, 2013, 2016, 2019, and 2021). The 2021 suite of NLCD products follow the same protocols and procedures of the previously released NLCD epochs (2001-2019), are directly comparable to the 2019 release across the full time series, and are suitable for multi-temporal analysis. Science products and the change index, however, will need to be reacquired for the additional 2021 change information.
Specific map products include:
-
Land cover – Conterminous U.S. land cover at a 30-meter spatial resolution with a 16-class legend based on a modified Anderson Level II classification system
-
Land cover change index – Provides a simple and comprehensive way to visualize change that occurred across all the NLCD epochs of land cover
-
Urban imperviousness – Indicates urban impervious surfaces as a percentage of developed surface over every 30-meter pixel in the Conterminous U.S.
-
Urban impervious descriptor – Classifies specific types of roads, wind tower sites, building locations, and energy production sites to allow a deeper analysis of developed features
-
NLCD Science Products
- Land Cover Change Disturbance Date – Identifies the first land cover classification change event between any two adjacent target years across all NLCD epochs at the 30-meter pixel level
- Forest Disturbance Date – Identifies the most recent year of forest disturbance between the years 1984–2021
- Land Cover Change Count – Calculates an integer count total of any change recorded between two consecutive epochs
- Land Cover with additional Forest Transition Classes – Delineates spectrally stable grass and shrub areas from those that are transitional forest classes, which tend to be represented by forest harvest, burns, regrowth, and other disturbances
- U.S. Forest Service Science Tree Canopy Cover – The original, unmasked Tree Cover Canopy data produced by the U.S. Forest Service, an MRLC partner
NLCD products can be explored and/or downloaded from multiple outlets, based on your specific application. If you are a user looking for bulk download options of the entire suite of products, the website includes direct access to the source data and metadata. NLCD is also available in the MRLC NLCD Viewer web application, a dynamic platform for data visualization, side-by-side image analysis and comparisons, and a custom tool enabling users to select a region of interest for download. Local class by class analysis between years is also available at the MRLC EVA Tool (mrlc.gov)
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- Science
Below are other science projects associated with this project.
Eyes on Earth Episode 54 – National Land Cover Database 2019
Eyes on Earth is a podcast on remote sensing, Earth observation, land change and science, brought to you by the USGS Earth Resources Observation and Science (EROS) Center. In this episode, we learn about the latest land cover release from EROS.
Eyes on Earth Episode 42 – Rangelands of the U.S.
Eyes on Earth is a podcast on remote sensing, Earth observation, land change and science, brought to you by the USGS Earth Resources Observation and Science (EROS) Center. In this episode, we hear how Landsat helps monitor vulnerable rangelands in the Western U.S.
LCMAP and NLCD: Complementary Data for Understanding the Geography of the United States
Land Change Monitoring, Assessment, and Projection (LCMAP) Collection 1 science products provide unprecedented monitoring of past changes occurring in land cover and condition across the conterminous U.S. over more than 30 years at an annual timestep.Eyes on Earth Episode 3 - National Land Cover Database
Eyes on Earth is a podcast on remote sensing, Earth observation, land change and science, brought to you by the USGS Earth Resources Observation and Science (EROS) Center. In this episode, we talk about the National Land Cover Database.
Western U.S. Cheatgrass and Shrubland Monitoring
The USGS Earth Resources Observation and Science (EROS) Center National Land Cover Database team in collaboration with the Bureau of Land Management (BLM) has produced the most comprehensive remote-sensing based quantification of western United States shrublands to date.National Land Cover Database Visualization and Information Tool
The National Land Cover Database (NLCD) serves as the definitive Landsat-based, 30-meter resolution, land cover database for the Nation. NLCD supports a wide variety of Federal, State, local, and nongovernmental applications that seek to assess ecosystem status and health, understand the spatial patterns of biodiversity, predict effects of climate change, and develop land management policy. Howeve - Data
Below are data or web applications associated with this project.
National Land Cover Database (NLCD) 2016 Shrubland Fractional Components for the Western U.S. (ver. 3.0, July 2020)
Quantifying Western U.S. shrublands as a series of fractional components with remote sensing provides a new way to understand these changing ecosystems. The USGS NLCD team in collaboration with the BLM has produced the most comprehensive remote sensing-based quantification of Western U.S. shrublands to date. Nine shrubland ecosystem components, including percent shrub, sagebrush (Artemisia spp.),Remote Sensing Shrub/Grass National Land Cover Database (NLCD) Back-in-Time (BIT) Products for the Western U.S., 1985 - 2018
The need to monitor change in sagebrush steppe is urgent due to the increasing impacts of climate change, shifting fire regimes, and management practices on ecosystem health. Remote sensing provides a cost-effective and reliable method for monitoring change through time and attributing changes to drivers. We report an automated method of mapping rangeland fractional component cover over a large poNon-native and synanthropic bird data derived from 2010-2012 Breeding Bird Survey and associated landscape metrics from 2011 NLCD
Locations of and proportional abundance of non-native and synanthropic passerines were extracted from Breeding Bird Survey (BBS) data from 2010-2012. Information characterizing the spatial variation and the associated amount, aggregation, and diversity of developed and agricultural land cover types was extracted from the National Land Cover Datasets of 2011. Data supported analyses in the publicatNational Land Cover Database (NLCD)
The National Land Cover Database (NLCD) provides nation-wide data on land cover and land cover change at the Landsat Thematic Mapper (TM) 30-meter resolution. NLCD provides spatial reference and descriptive data for characteristics of the land surface such as thematic class (e.g., urban, agriculture, and forest), percent impervious surface, and percent tree canopy cover.
By - Multimedia
- Publications
Here are the publications associated with the National Land Cover Database.
Rangeland fractional components across the western United States from 1985 to 2018
Monitoring temporal dynamics of rangelands to detect and understand change in vegetation cover and composition provides a wealth of information to improve management and sustainability. Remote sensing allows the evaluation of both abrupt and gradual rangeland change at unprecedented spatial and temporal extents. Here, we describe the production of the National Land Cover Database (NLCD) Back in TiAuthorsMatthew B. Rigge, Collin Homer, Hua Shi, Debbie Meyer, Brett Bunde, Brian J. Granneman, Kory Postma, Patrick Danielson, Adam Case, George Z. XianConterminous United States land cover change patterns 2001–2016 from the 2016 National Land Cover Database
The 2016 National Land Cover Database (NLCD) product suite (available on www.mrlc.gov), includes Landsat-based, 30 m resolution products over the conterminous (CONUS) United States (U.S.) for land cover, urban imperviousness, and tree, shrub, herbaceous and bare ground fractional percentages. The release of NLCD 2016 provides important new information on land change patterns across CONUS from 2001AuthorsCollin G. Homer, Jon Dewitz, Suming Jin, George Xian, Catherine Costello, Patrick Danielson, Leila Gass, Michelle Funk, James Wickham, Steven Stehman, Roger F. Auch, Kurt H. RiittersAccuracy assessment of NLCD 2011 impervious cover data for the Chesapeake Bay region, USA
The National Land Cover Database (NLCD) contains three eras (2001, 2006, 2011) of percentage urban impervious cover (%IC) at the native pixel size (30 m-x-30 m) of the Landsat Thematic Mapper satellite. These data are potentially valuable to environmental managers and stakeholders because of the utility of %IC as an indicator of watershed and aquatic condition, but lack an accuracy assessment becAuthorsJames Wickham, Nate Herold, Stephen V Stehman, Collin Homer, George Z. Xian, Peter ClaggettThematic accuracy assessment of the 2011 National Land Cover Database (NLCD)
Accuracy assessment is a standard protocol of National Land Cover Database (NLCD) mapping. Here we report agreement statistics between map and reference labels for NLCD 2011, which includes land cover for ca. 2001, ca. 2006, and ca. 2011. The two main objectives were assessment of agreement between map and reference labels for the three, single-date NLCD land cover products at Level II and Level IAuthorsJames Wickham, Stephen V. Stehman, Leila Gass, Jon Dewitz, Daniel G. Sorenson, Brian J. Granneman, Richard V. Poss, Lori Anne BaerAccuracy assessment of NLCD 2006 land cover and impervious surface
Release of NLCD 2006 provides the first wall-to-wall land-cover change database for the conterminous United States from Landsat Thematic Mapper (TM) data. Accuracy assessment of NLCD 2006 focused on four primary products: 2001 land cover, 2006 land cover, land-cover change between 2001 and 2006, and impervious surface change between 2001 and 2006. The accuracy assessment was conducted by selectingAuthorsJames D. Wickham, Stephen V. Stehman, Leila Gass, Jon Dewitz, Joyce A. Fry, Timothy G. WadeThematic accuracy of the NLCD 2001 land cover for the conterminous United States
The land-cover thematic accuracy of NLCD 2001 was assessed from a probability-sample of 15,000 pixels. Nationwide, NLCD 2001 overall Anderson Level II and Level I accuracies were 78.7% and 85.3%, respectively. By comparison, overall accuracies at Level II and Level I for the NLCD 1992 were 58% and 80%. Forest and cropland were two classes showing substantial improvements in accuracy in NLCD 2001 rAuthorsJ.D. Wickham, S.V. Stehman, J.A. Fry, J.H. Smith, Collin G. HomerNational Land Cover Database 2001 (NLCD01) Tree Canopy Layer Tile 4, Southeast United States: CNPY01_4
This 30-meter resolution data set represents the tree canopy layer for the conterminous United States for the 2001 time period. The data have been arranged into four tiles to facilitate timely display and manipulation within a Geographic Information System, browse graphic: nlcd01-partition.jpg The National Land Cover Data Set for 2001 was produced through a cooperative project conducted by the MulAuthorsAndrew E. LaMotte, Michael WieczorekComparison of NLCD with NWI Classifications of Baldwin and Mobile Counties, Alabama
An assessment of the accuracy of National Land Cover Data 2001 as compared to National Wetlands Inventory mapping of Mobile and Baldwin Counties conducted by the U.S. Geological Survey's (USGS) National Wetlands Research Center (NWRC). Both classifications were checked against stratified randomly selected ground-based sites and with each other to compare the accuracy of the NLCD with NWI classificAuthorsLarry Handley, Chris WellsCompletion of the National Land Cover Database (NLCD) 1992–2001 Land Cover Change Retrofit product
The Multi-Resolution Land Characteristics Consortium has supported the development of two national digital land cover products: the National Land Cover Dataset (NLCD) 1992 and National Land Cover Database (NLCD) 2001. Substantial differences in imagery, legends, and methods between these two land cover products must be overcome in order to support direct comparison. The NLCD 1992-2001 Land Cover CAuthorsJ.A. Fry, Michael Coan, Collin G. Homer, Debra K. Meyer, J.D. WickhamNational Land Cover Database 2001 (NLCD01) Tile 4, Southeast United States: NLCD01_4
This 30-meter data set represents land use and land cover for the conterminous United States for the 2001 time period. The data have been arranged into four tiles to facilitate timely display and manipulation within a Geographic Information System (see http://water.usgs.gov/GIS/browse/nlcd01-partition.jpg). The National Land Cover Data Set for 2001 was produced through a cooperative project conducAuthorsAndrew LaMotte - News
Below are news stories associated with the National Land Cover Database.
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