Lineage:
Source_Information:
Source_Citation:
Citation_Information:
Originator: U.S. Geological Survey
Publication_Date: 20200408
Title: Landsat—Earth Observation Satellites
Geospatial_Data_Presentation_Form: publication
Other_Citation_Details: https://www.usgs.gov/core-science-systems/nli/landsat/landsat-5?qt-science_support_page_related_con=0#qt-science_support_page_related_con
Type_of_Source_Media: Digital and/or Hardcopy
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 1984
Ending_Date: 2013
Source_Currentness_Reference: ground condition
Source_Citation_Abbreviation: Landsat TM
Source_Contribution: Landsat Thematic Mapper (TM)
Source_Information:
Source_Citation:
Citation_Information:
Originator: U.S. Geological Survey
Originator: Jon Dewitz
Publication_Date: 201901
Title: NLCD 2016 Impervious Surface Conterminous United States
Geospatial_Data_Presentation_Form: raster digital data
Other_Citation_Details: Yang, L., et al. (2018). "A new generation of the United States National Land Cover Database: Requirements, research priorities, design, and implementation strategies." ISPRS Journal of Photogrammetry and Remote Sensing 146: 108-123.
Type_of_Source_Media: Digital and/or Hardcopy
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 2001
Ending_Date: 2016
Source_Currentness_Reference: ground condition
Source_Citation_Abbreviation: DEM
Source_Contribution: Digital Elevation Module (DEM)
Source_Information:
Source_Citation:
Citation_Information:
Originator: Julia A. Barsi
Originator: Brian L. Markham
Originator: Jeffrey S. Czapla-Myers
Originator: Dennis L. Helder
Originator: Simon J. Hook
Originator: John R. Schott
Originator: Md. Obaidul Haque
Publication_Date: 20160919
Title: Landsat-7 ETM+ radiometric calibration status
Geospatial_Data_Presentation_Form: publication
Other_Citation_Details: https://www.usgs.gov/core-science-systems/nli/landsat/landsat-7?qt-science_support_page_related_con=0#qt-science_support_page_related_con
Type_of_Source_Media: Digital and/or Hardcopy
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 1999
Ending_Date: 2020
Source_Currentness_Reference: ground condition
Source_Citation_Abbreviation: Landsat ETM+
Source_Contribution: Landsat Enhanced Thematic Mapper Plus (ETM+)
Source_Information:
Source_Citation:
Citation_Information:
Originator: U.S. Geological Survey
Originator: Jon Dewitz
Publication_Date: 2017
Title: Statistical relative gain calculation for Landsat 8
Geospatial_Data_Presentation_Form: raster digital data
Other_Citation_Details: Yang, L., et al. (2018). "A new generation of the United States National Land Cover Database: Requirements, research priorities, design, and implementation strategies." ISPRS Journal of Photogrammetry and Remote Sensing 146: 108-123.
Type_of_Source_Media: Digital and/or Hardcopy
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 2001
Ending_Date: 2016
Source_Currentness_Reference: ground condition
Source_Citation_Abbreviation: Landsat OLI
Source_Contribution: Landsat Operational Land Imager (OLI)
Source_Information:
Source_Citation:
Citation_Information:
Originator: Julia A. Barsi
Originator: Brian L. Markham
Originator: Matthew Montanaro
Originator: Aaron Gerace
Originator: Simon Hook
Originator: John R. Schott
Originator: Nina G. Raqueno
Originator: Ron Morfitt
Publication_Date: 2017
Title: Landsat-8 TIRS thermal radiometric calibration status
Geospatial_Data_Presentation_Form: publication
Other_Citation_Details: https://www.usgs.gov/core-science-systems/nli/landsat/landsat-8?qt-science_support_page_related_con=0#qt-science_support_page_related_con
Type_of_Source_Media: Digital and/or Hardcopy
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 2013
Ending_Date: 2020
Source_Currentness_Reference: ground condition
Source_Citation_Abbreviation: Landsat TIRS
Source_Contribution: Landsat Thermal Infrared Sensor (TIRS)
Source_Information:
Source_Citation:
Citation_Information:
Originator: U.S. Geological Survey
Publication_Date: 20200408
Title: Landsat—Earth Observation Satellites
Geospatial_Data_Presentation_Form: publication
Other_Citation_Details: https://www.usgs.gov/core-science-systems/nli/landsat/landsat-5?qt-science_support_page_related_con=0#qt-science_support_page_related_con
Type_of_Source_Media: Digital and/or Hardcopy
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 1984
Ending_Date: 2013
Source_Currentness_Reference: ground condition
Source_Citation_Abbreviation: Landsat MSS
Source_Contribution: Landsat Multispectral Scanner (MSS)
Source_Information:
Source_Citation:
Citation_Information:
Originator: U.S. Geological Survey
Originator: Jon Dewitz
Publication_Date: 201901
Title: NLCD 2016 Land Cover Conterminous United States
Geospatial_Data_Presentation_Form: raster digital data
Other_Citation_Details: Yang, L., et al. (2018). "A new generation of the United States National Land Cover Database: Requirements, research priorities, design, and implementation strategies." ISPRS Journal of Photogrammetry and Remote Sensing 146: 108-123.
Type_of_Source_Media: Digital and/or Hardcopy
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 2001
Ending_Date: 2016
Source_Currentness_Reference: ground condition
Source_Citation_Abbreviation: USGS National Land Cover Database
Source_Contribution: United States Geological Survey (USGS) National Land Cover Database (NLCD)
Source_Information:
Source_Citation:
Citation_Information:
Originator: John L. Dwyer
Originator: David P. Roy
Originator: Brian Sauer
Originator: Calli B. Jenkerson
Originator: Hankaui K. Zhang
Originator: Leo Lymburner
Publication_Date: 20180828
Title: Analysis Ready Data: Enabling Analysis of the Landsat Archive
Geospatial_Data_Presentation_Form: publication
Other_Citation_Details: https://www.usgs.gov/core-science-systems/nli/landsat/us-landsat-analysis-ready-data?qt-science_support_page_related_con=0#qt-science_support_page_related_con
Type_of_Source_Media: Digital and/or Hardcopy
Source_Time_Period_of_Content:
Time_Period_Information:
Single_Date/Time:
Calendar_Date: 2018
Source_Currentness_Reference: ground condition
Source_Citation_Abbreviation: Landsat ARD
Source_Contribution: Landsat Analysis Ready Data (ARD)
Source_Information:
Source_Citation:
Citation_Information:
Originator: National Geophysical Data Center (NGDC), now part of NOAA National Centers for Environmental Information (NCEI)
Publication_Date: 2011
Title: Defense Meteorological Satellite Program (DMSP) Nighttime Lights
Geospatial_Data_Presentation_Form: raster digital data
Other_Citation_Details: https://sos.noaa.gov/datasets/nighttime-lights/
Type_of_Source_Media: Digital and/or Hardcopy
Source_Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date: 1994
Ending_Date: 1995
Source_Currentness_Reference: ground condition
Source_Citation_Abbreviation: Defense Meteorological Satellite Program (DMSP)
Source_Contribution: The Nighttime Lights of the World data set was complied from Defense Meteorological Satellite Program (DMSP) data spanning October 1994 - March 1995.
Source_Information:
Source_Citation:
Citation_Information:
Originator: NASA/NOAA
Publication_Date: 2016
Title: Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night band Nighttime Lights
Geospatial_Data_Presentation_Form: raster digital data
Other_Citation_Details: https://earthdata.nasa.gov/worldview/worldview-image-archive/the-day-night-band-enhanced-near-constant-contrast-of-viirs
Type_of_Source_Media: Digital and/or Hardcopy
Source_Time_Period_of_Content:
Time_Period_Information:
Single_Date/Time:
Calendar_Date: 2016
Source_Currentness_Reference: observed
Source_Citation_Abbreviation: Visible Infrared Imaging Radiometer Suite (VIIRS)
Source_Contribution: The VIIRS Nighttime Imagery (Day/Night Band, Enhanced Near Constant Contrast) layer shows the Earth’s surface and atmosphere using a sensor designed to capture low-light emission sources, under varying illumination conditions.
Process_Step:
Process_Description: Defense Meteorological Satellite Program (DMSP) Nighttime Lights and Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night band Nighttime Lights have been applied by many researchers as a way to study such topics as population density and economic activity. These two datasets are used in the generation of training data for the new NLCD 2019 Impervious Surface for 2011 and 2016, respectively. DMSP Nighttime Lights (for 2011) and VIIRS Day/Night band Nighttime Lights (for 2016) were superimposed on NLCD 2011 Impervious Surface data to exclude low density impervious areas outside urban and suburban centers, and ensure that only core urban areas were included in training data development.
Source_Used_Citation_Abbreviation: Defense Meteorological Satellite Program (DMSP)
Source_Used_Citation_Abbreviation: Visible Infrared Imaging Radiometer Suite (VIIRS)
Process_Date: 2019
Source_Produced_Citation_Abbreviation: USGS National Land Cover Database
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Jon Dewitz
Contact_Organization: U.S. Geological Survey, CORE SCIENCE SYSTEMS
Contact_Position: GEOGRAPHER
Contact_Address:
Address_Type: mailing address
Address: 47914 252Nd Street
City: Sioux Falls
State_or_Province: SD
Postal_Code: 57198
Country: US
Contact_Voice_Telephone: 605-594-2715
Process_Step:
Process_Description: Two training datasets, one of larger extent, one smaller to have different proportions of higher and lower relative impervious according to the extent of brighter and dimmer nighttime lighting, were assembled by imposing two separate thresholds of nighttime lights imagery onto the NLCD 2016 Impervious Surface data layer.
Each of the two training datasets were used separately to build regression tree models for predicting percent impervious surface from zero to 100% using Landsat imagery from each respective year as predictive variables.
Source_Used_Citation_Abbreviation: Defense Meteorological Satellite Program (DMSP)
Source_Used_Citation_Abbreviation: Visible Infrared Imaging Radiometer Suite (VIIRS)
Process_Date: 2019
Source_Produced_Citation_Abbreviation: USGS National Land Cover Database
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Jon Dewitz
Contact_Organization: U.S. Geological Survey, CORE SCIENCE SYSTEMS
Contact_Position: GEOGRAPHER
Contact_Address:
Address_Type: mailing address
Address: 47914 252Nd Street
City: Sioux Falls
State_or_Province: SD
Postal_Code: 57198
Country: US
Contact_Voice_Telephone: 605-594-2715
Process_Step:
Process_Description: These two sets of regression tree models were the basis of two 2011 initial impervious surface maps.
Source_Used_Citation_Abbreviation: Defense Meteorological Satellite Program (DMSP)
Source_Used_Citation_Abbreviation: Visible Infrared Imaging Radiometer Suite (VIIRS)
Process_Date: 2019
Source_Produced_Citation_Abbreviation: USGS National Land Cover Database
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Jon Dewitz
Contact_Organization: U.S. Geological Survey, CORE SCIENCE SYSTEMS
Contact_Position: GEOGRAPHER
Contact_Address:
Address_Type: mailing address
Address: 47914 252Nd Street
City: Sioux Falls
State_or_Province: SD
Postal_Code: 57198
Country: US
Contact_Voice_Telephone: 605-594-2715
Process_Step:
Process_Description: The same two training datasets were used with 2016 Landsat imagery to create two sets of regression tree models and two 2016 initial impervious surface maps.
Source_Used_Citation_Abbreviation: Defense Meteorological Satellite Program (DMSP)
Source_Used_Citation_Abbreviation: Visible Infrared Imaging Radiometer Suite (VIIRS)
Source_Used_Citation_Abbreviation: Landsat MSS
Source_Used_Citation_Abbreviation: Landsat TM
Source_Used_Citation_Abbreviation: DEM
Source_Used_Citation_Abbreviation: Landsat ETM+
Source_Used_Citation_Abbreviation: Landsat OLI
Source_Used_Citation_Abbreviation: Landsat TIRS
Source_Used_Citation_Abbreviation: Landsat ARD
Process_Date: 2019
Source_Produced_Citation_Abbreviation: USGS National Land Cover Database
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Jon Dewitz
Contact_Organization: U.S. Geological Survey, CORE SCIENCE SYSTEMS
Contact_Position: GEOGRAPHER
Contact_Address:
Address_Type: mailing address
Address: 47914 252Nd Street
City: Sioux Falls
State_or_Province: SD
Postal_Code: 57198
Country: US
Contact_Voice_Telephone: 605-594-2715
Process_Step:
Process_Description: The two pairs of initial impervious surface maps - 2 each for an earlier and later image (for example, 2004 was compared to 2001, 2006 to 2004, etc. up to 2019.), - were compared to remove false estimates caused by high reflectance in non-urban areas, as well as to retain impervious values unchanged from the earlier year.
Source_Used_Citation_Abbreviation: Defense Meteorological Satellite Program (DMSP)
Source_Used_Citation_Abbreviation: Visible Infrared Imaging Radiometer Suite (VIIRS)
Process_Date: 2019
Source_Produced_Citation_Abbreviation: USGS National Land Cover Database
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Jon Dewitz
Contact_Organization: U.S. Geological Survey, CORE SCIENCE SYSTEMS
Contact_Position: GEOGRAPHER
Contact_Address:
Address_Type: mailing address
Address: 47914 252Nd Street
City: Sioux Falls
State_or_Province: SD
Postal_Code: 57198
Country: US
Contact_Voice_Telephone: 605-594-2715
Process_Step:
Process_Description: The last step is a clean-up to correct mapping errors with automated processes and some hand editing. For example, false impervious estimates in mines and barren land were removed, and developed areas with low imperviousness, such as city parks and golf courses, were added.
Source_Used_Citation_Abbreviation: Defense Meteorological Satellite Program (DMSP)
Source_Used_Citation_Abbreviation: Visible Infrared Imaging Radiometer Suite (VIIRS)
Process_Date: 2019
Source_Produced_Citation_Abbreviation: USGS National Land Cover Database
Process_Contact:
Contact_Information:
Contact_Person_Primary:
Contact_Person: Jon Dewitz
Contact_Organization: U.S. Geological Survey, CORE SCIENCE SYSTEMS
Contact_Position: GEOGRAPHER
Contact_Address:
Address_Type: mailing address
Address: 47914 252Nd Street
City: Sioux Falls
State_or_Province: SD
Postal_Code: 57198
Country: US
Contact_Voice_Telephone: 605-594-2715
Process_Step:
Process_Description: CUGIR staff clipped data to New York state boundary, converted to GeoTIFF, and defined CRS as EPSG:5070
Process_Date: 20221102