NLCD Land Cover Change Index Conterminous United States


Identification_Information:
Citation:
Citation_Information:
Originator:U.S. Geological Survey
Publication_Date:201901
Title:
NLCD Land Cover Change Index Conterminous United States
Geospatial_Data_Presentation_Form:remote-sensing image
Series_Information:
Series_Name:None
Issue_Identification:None
Publication_Information:
Publication_Place:Sioux Falls, SD
Publisher:U.S. Geological Survey
Other_Citation_Details:
References: 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.
Online_Linkage: http://www.pasda.psu.edu/uci/DataSummary.aspx?dataset=3143
Online_Linkage: https://doi.org/10.5066/P937PN4Z
Online_Linkage: https://www.mrlc.gov/data
Online_Linkage: https://www.mrlc.gov/data-services-page
Description:
Abstract:
The U.S. Geological Survey (USGS), in partnership with several federal agencies, has developed and released four National Land Cover Database (NLCD) products over the past two decades: NLCD 1992, 2001, 2006, and 2011. These products provide spatially explicit and reliable information on the Nation’s land cover and land cover change. To continue the legacy of NLCD and further establish a long-term monitoring capability for the Nation’s land resources, the USGS has designed a new generation of NLCD products named NLCD 2016. The NLCD 2016 design aims to provide innovative, consistent, and robust methodologies for production of a multi-temporal land cover and land cover change database from 2001 to 2016 at 2–3-year intervals. Comprehensive research was conducted and resulted in developed strategies for NLCD 2016: a streamlined process for assembling and preprocessing Landsat imagery and geospatial ancillary datasets; a multi-source integrated training data development and decision-tree based land cover classifications; a temporally, spectrally, and spatially integrated land cover change analysis strategy; a hierarchical theme-based post-classification and integration protocol for generating land cover and change products; a continuous fields biophysical parameters modeling method; and an automated scripted operational system for the NLCD 2016 production. The performance of the developed strategies and methods were tested in twenty World Reference System-2 path/rows throughout the conterminous U.S. An overall agreement ranging from 71% to 97% between land cover classification and reference data was achieved for all tested areas and all years. Results from this study confirm the robustness of this comprehensive and highly automated procedure for NLCD 2016 operational mapping. Questions about the NLCD 2016 land cover product can be directed to the NLCD 2016 land cover mapping team at USGS EROS, Sioux Falls, SD (605) 594-6151 or mrlc@usgs.gov. See included spatial metadata for more details.
Purpose:
The goal of this project is to provide the Nation with complete, current, and consistent public domain information on its land use and land cover.
Supplemental_Information:
Corner Coordinates (center of pixel, projection meters)
Upper Left Corner:  -2493045 meters(X),  3310005 meters(Y)
Lower Right Corner: 2342655 meters(X),  177285 meters(Y)
Time_Period_of_Content:
Time_Period_Information:
Range_of_Dates/Times:
Beginning_Date:2001
Ending_Date:2016
Currentness_Reference:
ground condition
Status:
Progress:In work
Maintenance_and_Update_Frequency:Every 2-3 years
Spatial_Domain:
Bounding_Coordinates:
West_Bounding_Coordinate:-130.2328
East_Bounding_Coordinate:-63.6722
North_Bounding_Coordinate:52.8510
South_Bounding_Coordinate:21.7423
Keywords:
Theme:
Theme_Keyword_Thesaurus:ISO 19115 Topic Category
Theme_Keyword:biota
Theme_Keyword:biota
Theme:
Theme_Keyword_Thesaurus:NGDA Portfolio Themes
Theme_Keyword:NGDA
Theme_Keyword:National Geospatial Data Asset
Theme_Keyword:Land Use Land Cover Theme
Theme:
Theme_Keyword_Thesaurus:None
Theme_Keyword:Land cover
Theme_Keyword:Image processing
Theme_Keyword:GIS
Theme_Keyword:U.S. Geological Survey (USGS)
Theme_Keyword:digital spatial data
Theme:
Theme_Keyword_Thesaurus:U.S. Department of Commerce, 1995, (Countries, dependencies, areas of special sovereignty, and their principal administrative divisions, Federal Information Processing Standard 10-4): Washington, D.C., National Institute of Standards and Technology
Theme_Keyword:United States
Theme_Keyword:U.S.
Theme_Keyword:US
Place:
Place_Keyword_Thesaurus:None
Place_Keyword:None
Access_Constraints:None
Use_Constraints:
None
Point_of_Contact:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization:U.S. Geological Survey
Contact_Position:Customer Service Representative
Contact_Address:
Address_Type:mailing and physical address
Address:
47914 252nd Street
City:Sioux Falls
State_or_Province:SD
Postal_Code:57198-0001
Country:USA
Contact_Voice_Telephone:605/594-6151
Contact_Electronic_Mail_Address:custserv@usgs.gov
Data_Set_Credit:
U.S. Geological Survey
Security_Information:
Security_Classification_System:None
Security_Classification:Unclassified
Security_Handling_Description:N/A
Native_Data_Set_Environment:
Microsoft Windows 10; ESRI ArcCatalog 10.5.1
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Data_Quality_Information:
Attribute_Accuracy:
Attribute_Accuracy_Report:
A formal accuracy assessment has not been conducted for NLCD 2016 Land Cover, NLCD 2016 Land Cover Change, or NLCD 2016 Impervious Surface products.
Quantitative_Attribute_Accuracy_Assessment:
Attribute_Accuracy_Value:Unknown
Attribute_Accuracy_Explanation:
This document and the described land cover map are considered "provisional" until a formal accuracy assessment is completed.  The U.S. Geological Survey can make no guarantee as to the accuracy or completeness of this information, and it is provided with the understanding that it is not guaranteed to be correct or complete. Conclusions drawn from this information are the responsibility of the user.
Logical_Consistency_Report:
The NLCD 2016 final seamless products include: 1) NLCD 2016 Land Cover; 2) NLCD 2016 Impervious Surface; 3) NLCD 2016 Land Cover Change Index.
Completeness_Report:
This NLCD product is the version dated January, 2019.
Positional_Accuracy:
Horizontal_Positional_Accuracy:
Horizontal_Positional_Accuracy_Report:
N/A
Vertical_Positional_Accuracy:
Vertical_Positional_Accuracy_Report:
N/A
Lineage:
Process_Step:
Process_Description:
   
The NLCD 2016 Land Cover Change Index is a raster image with an accompanying look-up table that describes the land cover change represented by each index. Previous releases of NLCD land cover covered one target year, and a land cover change index was compiled of change from every class in the previous target year to every class in the current one – for example from 2006 to 2011 or from 2001 to 2006. 

NLCD 2016 Land Cover spans not one but seven target years: 2001, 2003, 2006, 2008, 2011, 2013, and 2016. Rather than compiling six land cover change index products (one for each pair of adjacent target years), there is a single NLCD 2016 Land Cover Change Index product whose pixel values indicate land cover changes that occurred at least once between 2001 and 2016. Each assigned image value represents either “No Change” (Index number 1) or one of the changes described below. 

Index number 2 identifies pixels that have changed from any land cover class to Water, or from Water to any other land cover class, between any two adjacent target years. Indices 5, 7, 8, 10, and 21 are similar identifiers of change from or to a single land cover class.

Index 3 identifies changes from any land cover class to any of the four Urban land cover classes, or from any of those four classes to any other land cover class, between any two adjacent target years. Index 11 similarly identifies changes from or to any of the three Forest classes.

Index 4 narrowly identifies changes only between Herbaceous Wetland and Woody Wetland. Similarly, Index 6 identifies changes only between Cultivated Crops and Hay / Pasture.

Index 9 meets a special requirement of shrubland research to discriminate where change occurs on persistent shrublands verses change on  transitional shrubland areas such as regenerating forests.

Pixel /Index Value	Description
1	No Change
2	Change from or to Water 
3	Change from or to any of the four Urban classes (open space; low, medium, and high intensity)
4	Change from Herbaceous Wetland to Woody Wetland, or vice versa
5	Change from or to Herbaceous Wetland
6	Change from Cultivated Crops to Hay / Pasture, or vice versa
7	Change from or to Cultivated Crops
8	Change from or to Hay / Pasture
9	Persistent Grassland and Shrubland change. This change index attempts to identify changes to persistent Grassland and Shrubland areas, and to separate them from transitional shrubland areas such as regenerating forests.
10	Change from or to Barren
11	Change from or to any of the three Forest classes (Evergreen, Deciduous, and Mixed)
12	Change from or to Woody Wetland

Identifying the specific changes from one target year’s land cover class to another, and the specific target years when the changes occurred, both require analysis of the land cover data itself.
		
Source_Used_Citation_Abbreviation:
Landsat ETM, Landsat TM, DEM, USGS/EROS
Process_Date:2016
Source_Produced_Citation_Abbreviation:
USGS National Land Cover Database
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Spatial_Data_Organization_Information:
Direct_Spatial_Reference_Method:Raster
Raster_Object_Information:
Raster_Object_Type:Grid Cell
Row_Count:104424
Column_Count:161190
Vertical_Count:1
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Spatial_Reference_Information:
Horizontal_Coordinate_System_Definition:
Planar:
Map_Projection:
Map_Projection_Name:Albers Conical Equal Area
Albers_Conical_Equal_Area:
Albers Conical Equal Area
Standard_Parallel:29.5
Standard_Parallel:45.5
Longitude_of_Central_Meridian:-96.0
Latitude_of_Projection_Origin:23.0
False_Easting:0.0
False_Northing:0.0
Planar_Coordinate_Information:
Planar_Coordinate_Encoding_Method:row and column
Coordinate_Representation:
Abscissa_Resolution:30.0
Ordinate_Resolution:30.0
Planar_Distance_Units:meters
Geodetic_Model:
Horizontal_Datum_Name:WGS_1984
Ellipsoid_Name:WGS 84
Semi-major_Axis:6378137.0
Denominator_of_Flattening_Ratio:298.257223563
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Entity_and_Attribute_Information:
Detailed_Description:
Entity_Type:
Entity_Type_Label:None
Entity_Type_Definition:
NLCD Land Cover Change Layer
Entity_Type_Definition_Source:
National Land Cover Database
Attribute:
Attribute_Label:ObjectID
Attribute_Definition:
Internal feature number
Attribute_Definition_Source:
ESRI
Attribute_Domain_Values:
Unrepresentable_Domain:
Sequential unique whole numbers that are automatically generated.
Attribute:
Attribute_Label:Count
Attribute_Definition:
A nominal integer value that designates the number of pixels that have each value in the file; histogram column in ERDAS Imagine raster attributes table
Attribute_Definition_Source:
ESRI
Attribute_Domain_Values:
Unrepresentable_Domain:
Integer
Attribute:
Attribute_Label:Value
Attribute_Definition:
Land Cover Change Class Code Value.
Attribute_Definition_Source:
NLCD Legend Land Cover Change Class Descriptions
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value:1
Enumerated_Domain_Value_Definition:
No Change
Enumerated_Domain_Value_Definition_Source:
NLCD Legend Land Cover Change Class Descriptions
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value:2
Enumerated_Domain_Value_Definition:
Change from or to Water
Enumerated_Domain_Value_Definition_Source:
NLCD Legend Land Cover Change Class Descriptions
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value:3
Enumerated_Domain_Value_Definition:
Change from or to any of the four Urban classes (open space; low, medium, and high intensity)
Enumerated_Domain_Value_Definition_Source:
NLCD Legend Land Cover Change Class Descriptions
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value:4
Enumerated_Domain_Value_Definition:
Change from Herbaceous Wetland to Woody Wetland, or vice versa
Enumerated_Domain_Value_Definition_Source:
NLCD Legend Land Cover Change Class Descriptions
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value:5
Enumerated_Domain_Value_Definition:
Change from or to Herbaceous Wetland
Enumerated_Domain_Value_Definition_Source:
NLCD Legend Land Cover Change Class Descriptions
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value:6
Enumerated_Domain_Value_Definition:
Change from Cultivated Crops to Hay / Pasture, or vice versa
Enumerated_Domain_Value_Definition_Source:
NLCD Legend Land Cover Change Class Descriptions
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value:7
Enumerated_Domain_Value_Definition:
Change from or to Cultivated Crops
Enumerated_Domain_Value_Definition_Source:
NLCD Legend Land Cover Change Class Descriptions
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value:8
Enumerated_Domain_Value_Definition:
Change from or to Hay / Pasture
Enumerated_Domain_Value_Definition_Source:
NLCD Legend Land Cover Change Class Descriptions
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value:9
Enumerated_Domain_Value_Definition:
Persistent Grassland and Shrubland change. This change index attempts to identify changes to persistent Grassland and Shrubland areas verses transitional shrubland areas such as regenerating forests.
Enumerated_Domain_Value_Definition_Source:
NLCD Legend Land Cover Change Class Descriptions
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value:10
Enumerated_Domain_Value_Definition:
Change from or to Barren
Enumerated_Domain_Value_Definition_Source:
NLCD Legend Land Cover Change Class Descriptions
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value:11
Enumerated_Domain_Value_Definition:
Change from or to any of the three Forest classes (Evergreen, Deciduous, and Mixed)
Enumerated_Domain_Value_Definition_Source:
NLCD Legend Land Cover Change Class Descriptions
Attribute_Domain_Values:
Enumerated_Domain:
Enumerated_Domain_Value:12
Enumerated_Domain_Value_Definition:
Change from or to Woody Wetland
Enumerated_Domain_Value_Definition_Source:
NLCD Legend Land Cover Change Class Descriptions
Attribute:
Attribute_Label:Red
Attribute_Definition:
Red color code for RGB. The value is arbitrarily assigned by the display software package, unless defined by user.
Attribute_Definition_Source:
NLCD
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum:0
Range_Domain_Maximum:100
Attribute_Units_of_Measure:Percentage
Attribute_Measurement_Resolution:0.1
Attribute:
Attribute_Label:Green
Attribute_Definition:
Green color code for RGB. The value is arbitrarily assigned by the display software package, unless defined by user.
Attribute_Definition_Source:
NLCD
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum:0
Range_Domain_Maximum:100
Attribute_Units_of_Measure:Percentage
Attribute_Measurement_Resolution:0.1
Attribute:
Attribute_Label:Blue
Attribute_Definition:
Blue color code for RGB. The value is arbitrarily assigned by the display software package, unless defined by user.
Attribute_Definition_Source:
NLCD
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum:0
Range_Domain_Maximum:100
Attribute_Units_of_Measure:Percentage
Attribute_Measurement_Resolution:0.1
Attribute:
Attribute_Label:Opacity
Attribute_Definition:
A measure of how opaque, or solid, a color is displayed in a layer.
Attribute_Definition_Source:
NLCD
Attribute_Domain_Values:
Range_Domain:
Range_Domain_Minimum:0
Range_Domain_Maximum:100
Attribute_Units_of_Measure:Percentage
Attribute_Measurement_Resolution:0.1
Overview_Description:
Entity_and_Attribute_Overview:
Land Cover Class RGB Color Value Table
Entity_and_Attribute_Detail_Citation:
Attributes defined by USGS and ESRI.
Value Red            Green           Blue
0     0.00000000000  0.00000000000  0.00000000000
11    0.27843137255  0.41960784314  0.62745098039
12    0.81960784314  0.86666666667  0.97647058824
21    0.86666666667  0.78823529412  0.78823529412
22    0.84705882353  0.57647058824  0.50980392157
23    0.92941176471  0.00000000000  0.00000000000
24    0.66666666667  0.00000000000  0.00000000000
31    0.69803921569  0.67843137255  0.63921568628
41    0.40784313726  0.66666666667  0.38823529412
42    0.10980392157  0.38823529412  0.18823529412
43    0.70980392157  0.78823529412  0.55686274510
51    0.64705882353  0.54901960784  0.18823529412
52    0.80000000000  0.72941176471  0.48627450980
71    0.88627450980  0.88627450980  0.75686274510
72    0.78823529412  0.78823529412  0.46666666667
73    0.60000000000  0.75686274510  0.27843137255
74    0.46666666667  0.67843137255  0.57647058824
81    0.85882352941  0.84705882353  0.23921568628
82    0.66666666667  0.43921568628  0.15686274510
90    0.72941176471  0.84705882353  0.91764705882
95    0.43921568628  0.63921568628  0.72941176471
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Distribution_Information:
Distributor:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization:U.S. Geological Survey
Contact_Position:Customer Service Representative
Contact_Address:
Address_Type:mailing and physical address
Address:
47914 252nd Street
City:Sioux Falls
State_or_Province:SD
Postal_Code:57198-0001
Country:USA
Contact_Voice_Telephone:605/594-6151
Contact_Electronic_Mail_Address:custserv@usgs.gov
Distribution_Liability:
Although these data have been processed successfully on a computer system at the USGS, no warranty expressed or implied is made by the USGS regarding the use of the data on any other system, nor does the act of distribution constitute any such warranty.  Data may have been compiled from various outside sources.  Spatial information may not meet National Map Accuracy Standards.  This information may be updated without notification. The USGS shall not be liable for any activity involving these data, installation, fitness of the data for a particular purpose, its use, or analyses results.
Standard_Order_Process:
Digital_Form:
Digital_Transfer_Information:
Format_Name:ERDAS
Format_Version_Number:Imagine 2016
Format_Specification:
.img
Transfer_Size:1012.0
Digital_Transfer_Option:
Online_Option:
Computer_Contact_Information:
Network_Address:
Network_Resource_Name: https://www.mrlc.gov
Fees:None
Technical_Prerequisites:
ESRI ArcMap Suite and/or Arc/Info software, and supporting operating systems.
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Distribution_Information:
Distributor:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization:Pennsylvania Spatial Data Access (PASDA)
Contact_Address:
Address_Type:mailing and physical address
Address:
115 Land and Water building
City:University Park
State_or_Province:Pennsylvania
Postal_Code:16802
Country:United States
Contact_Voice_Telephone:(814) 865 - 8792
Contact_Electronic_Mail_Address:pasda@psu.edu
Distribution_Liability:
The USER shall indemnify, save harmless, and, if requested, defend those parties involved with the development and distribution of this data, their officers, agents, and employees from and against any suits, claims, or actions for injury, death, or property damage arising out of the use of or any defect in the FILES or any accompanying documentation. Those parties involved with the development and distribution excluded any and all implied warranties, including warranties or merchantability and fitness for a particular purpose and makes no warranty or representation, either express or implied, with respect to the FILES or accompanying documentation, including its quality, performance, merchantability, or fitness for a particular purpose. The FILES and documentation are provided "as is" and the USER assumes the entire risk as to its quality and performance. Those parties involved with the development and distribution of this data will not be liable for any direct, indirect, special, incidental, or consequential damages arising out of the use or inability to use the FILES or any accompanying documentation.
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Metadata_Reference_Information:
Metadata_Date:20181206
Metadata_Contact:
Contact_Information:
Contact_Organization_Primary:
Contact_Organization:U.S. Geological Survey
Contact_Position:Customer Services Representative
Contact_Address:
Address_Type:mailing and physical address
Address:
47914 252nd Street
City:Sioux Falls
State_or_Province:SD
Postal_Code:57198-0001
Country:USA
Contact_Voice_Telephone:605/594-6151
Contact_Facsimile_Telephone:605/594-6589
Contact_Electronic_Mail_Address:custserv@usgs.gov
Metadata_Standard_Name:FGDC Content Standard for Digital Geospatial Metadata
Metadata_Standard_Version:FGDC-STD-001-1998
Metadata_Time_Convention:local time
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