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Item Identification
Keywords
Physical Location
Data Set Info
Support Roles
Extents
Spatial Info
Access Info
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Tech Environment
Data Quality
Lineage
Catalog Details

Summary

Short Citation
Office for Coastal Management, 2025: 2021 C-CAP Land Cover Data of the State of Maine, https://www.fisheries.noaa.gov/inport/item/76152.
Full Citation Examples

Abstract

The NOAA Coastal Change Analysis Program (C-CAP) produces national standardized land cover and change products for the coastal regions of the U.S. C-CAP products inventory coastal intertidal areas, wetlands, and adjacent uplands with the goal of monitoring changes in these habitats through time. These maps are developed utilizing high resolution aerial imagery, primarily from the summer of 2021, along with lidar and various available ancillary information, and can be used to track changes in the landscape through time. This trend information gives important feedback to managers on the success or failure of management policies and programs and aid in developing a scientific understanding of the Earth system and its response to natural and human-induced changes. This understanding allows for the prediction of impacts due to these changes and the assessment of their cumulative effects, helping coastal resource managers make more informed regional decisions.

Purpose

C-CAP is dedicated to the development, distribution, and application of land cover and change data for the coastal regions of the U.S.

Distribution Information

No Distributions available.

Access Constraints:

None

Use Constraints:

Data set is not for use in litigation. While efforts have been made to ensure that these data are accurate and reliable within the state of the art, NOAA, cannot assume liability for any damages, or misrepresentations, caused by any inaccuracies in the data, or as a result of the data to be used on a particular system. NOAA makes no warranty, expressed or implied, nor does the fact of distribution constitute such a warranty.

THE PRODUCT IS PROVIDED "AS IS", WITHOUT ANY WARRANTY OF ANY KIND, INCLUDING, WITHOUT LIMITATION, WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE, NON-INFRINGEMENT OR NON-MISAPPROPRIATION OF INTELLECTUAL PROPERTY RIGHTS OF A THIRD PARTY, CUSTOM, TRADE, QUIET ENJOYMENT, ACCURACY OF INFORMATION, CONTENT OR RESULTS, OR CONDITIONS ARISING UNDER ANY OTHER LEGAL REQUIREMENT. NEITHER ECOPIA NOR ITS LICENSORS WARRANT THAT THE PRODUCT WILL BE ACCURATE, CURRENT OR COMPLETE, THAT THE PRODUCT WILL MEET END USER'S NEEDS OR EXPECTATIONS, OR THAT THE OPERATION OF THE PRODUCT WILL BE ERROR FREE OR UNINTERRUPTED. FURTHER, SPATIAL AND TEMPORAL ACCURACY IS NOT GUARANTEED.

Controlled Theme Keywords

imageryBaseMapsEarthCover, LAND USE/LAND COVER, LAND USE/LAND COVER CLASSIFICATION

Child Items

No Child Items for this record.

Contact Information

Point of Contact
NOAA Office for Coastal Management (NOAA/OCM)
coastal.info@noaa.gov
(843) 740-1202
https://coast.noaa.gov

Metadata Contact
NOAA Office for Coastal Management (NOAA/OCM)
coastal.info@noaa.gov
(843) 740-1202
https://coast.noaa.gov

Extents

Geographic Area 1

-71.255° W, -66.68055555556° E, 47.75777777778° N, 42.67861111111° S

Time Frame 1
2021

Item Identification

Title: 2021 C-CAP Land Cover Data of the State of Maine
Status: Completed
Creation Date: 2023-05
Publication Date: 2023-05
Abstract:

The NOAA Coastal Change Analysis Program (C-CAP) produces national standardized land cover and change products for the coastal regions of the U.S. C-CAP products inventory coastal intertidal areas, wetlands, and adjacent uplands with the goal of monitoring changes in these habitats through time. These maps are developed utilizing high resolution aerial imagery, primarily from the summer of 2021, along with lidar and various available ancillary information, and can be used to track changes in the landscape through time. This trend information gives important feedback to managers on the success or failure of management policies and programs and aid in developing a scientific understanding of the Earth system and its response to natural and human-induced changes. This understanding allows for the prediction of impacts due to these changes and the assessment of their cumulative effects, helping coastal resource managers make more informed regional decisions.

Purpose:

C-CAP is dedicated to the development, distribution, and application of land cover and change data for the coastal regions of the U.S.

Notes:

C-CAP data sets are not jurisdictional or intended for use in litigation. While efforts have been made to ensure that these data are accurate and reliable within the limits of current technology, NOAA cannot assume liability for any damages or misrepresentations caused by inaccuracies in the data, or as a result of the data to be used on a particular system. NOAA makes no warranty, expressed or implied, nor does the fact of distribution constitute such a warranty. This is a national and regional data set that should be used only as a screening tool for very local or site-specific management decisions. Small features and changes should be verified with a higher-resolution data source.

Other Citation Details:

USE RESTRICTIONS: This land cover data may not be used for the purpose of creating, training, improving, modifying, validating, testing, or evaluating machine learning algorithms, or otherwise leverage the product for the purposes of machine learning for a period of five years from its date of creation.

Supplemental Information:

Attributes for this product are as follows:

0 Background,

1 Unclassified (Cloud, Shadow, etc),

2 Developed Impervious,

4 Developed Impervious under Tree Canopy

5 Developed Open Space,

6 Cultivated Land,

7 Pasture/Hay,

8 Grassland,

11 Upland Tree (Forest),

12 Scrub/Shrub,

13 Palustrine Forested Wetland,

14 Palustrine Scrub/Shrub Wetland,

15 Palustrine Emergent Wetland,

16 Estuarine Forested Wetland,

17 Estuarine Scrub/Shrub Wetland,

18 Estuarine Emergent Wetland,

19 Unconsolidated Shore,

20 Bare Land,

21 Open Water,

22 Palustrine Aquatic Bed,

23 Estuarine Aquatic Bed,

Recommended Citation. NOAA Coastal Change Analysis Program (C-CAP) State of Maine High Resolution Land Cover Data. Data collected 2021. Charleston, SC: National Oceanic and Atmospheric Administration (NOAA) Office for Coastal Management. Data accessed at https://coast.noaa.gov/digitalcoast/data/ccaphighres.html.

Keywords

Theme Keywords

Thesaurus Keyword
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > LAND SURFACE > LAND USE/LAND COVER
Global Change Master Directory (GCMD) Science Keywords
EARTH SCIENCE > LAND SURFACE > LAND USE/LAND COVER > LAND USE/LAND COVER CLASSIFICATION
ISO 19115 Topic Category
imageryBaseMapsEarthCover
UNCONTROLLED
None C-CAP
None CCAP
None Land Cover
None Land Cover Analysis
None Remotely Sensed Imagery/Photos

Temporal Keywords

Thesaurus Keyword
UNCONTROLLED
None 2021

Spatial Keywords

Thesaurus Keyword
UNCONTROLLED
Geographic Names Information System Androscoggin
Geographic Names Information System Aroostook
Geographic Names Information System Cumberland
Geographic Names Information System Franklin
Geographic Names Information System Hancock
Geographic Names Information System Kennebec
Geographic Names Information System Knox
Geographic Names Information System Lincoln
Geographic Names Information System Maine
Geographic Names Information System ME
Geographic Names Information System Oxford
Geographic Names Information System Penobscot
Geographic Names Information System Piscataquis
Geographic Names Information System Sagadahoc
Geographic Names Information System Somerset
Geographic Names Information System Waldo
Geographic Names Information System Washington
Geographic Names Information System York
None Coastal Zone

Instrument Keywords

Thesaurus Keyword
Global Change Master Directory (GCMD) Instrument Keywords
CAMERAS

Platform Keywords

Thesaurus Keyword
Global Change Master Directory (GCMD) Platform Keywords
Airplane > Airplane

Physical Location

Organization: Office for Coastal Management
City: Charleston
State/Province: SC

Data Set Information

Data Set Scope Code: Data Set
Maintenance Note:

5 years

Data Presentation Form: Image (digital)
Distribution Liability:

Users must assume responsibility to determine the usability of these data.

Support Roles

Data Steward

CC ID: 1392962
Date Effective From: 2023-03-29
Date Effective To:
Contact (Organization): NOAA Office for Coastal Management (NOAA/OCM)
Address: 2234 South Hobson Ave
Charleston, SC 29405-2413
Email Address: coastal.info@noaa.gov
Phone: (843) 740-1202
URL: https://coast.noaa.gov

Distributor

CC ID: 1392964
Date Effective From: 2023-03-29
Date Effective To:
Contact (Organization): NOAA Office for Coastal Management (NOAA/OCM)
Address: 2234 South Hobson Ave
Charleston, SC 29405-2413
Email Address: coastal.info@noaa.gov
Phone: (843) 740-1202
URL: https://coast.noaa.gov

Metadata Contact

CC ID: 1392965
Date Effective From: 2023-03-29
Date Effective To:
Contact (Organization): NOAA Office for Coastal Management (NOAA/OCM)
Address: 2234 South Hobson Ave
Charleston, SC 29405-2413
Email Address: coastal.info@noaa.gov
Phone: (843) 740-1202
URL: https://coast.noaa.gov

Point of Contact

CC ID: 1392963
Date Effective From: 2023-03-29
Date Effective To:
Contact (Organization): NOAA Office for Coastal Management (NOAA/OCM)
Address: 2234 South Hobson Ave
Charleston, SC 29405-2413
Email Address: coastal.info@noaa.gov
Phone: (843) 740-1202
URL: https://coast.noaa.gov

Extents

Currentness Reference: Acquisition date of the aerial imagery

Extent Group 1

Extent Group 1 / Geographic Area 1

CC ID: 1392980
W° Bound: -71.255
E° Bound: -66.68055555556
N° Bound: 47.75777777778
S° Bound: 42.67861111111

Extent Group 1 / Time Frame 1

CC ID: 1392979
Time Frame Type: Discrete
Start: 2021

Spatial Information

Spatial Representation

Representations Used

Grid: Yes

Grid Representation 1

CC ID: 1392972
Dimension Count: 3
Cell Geometry: Point
Transformation Parameters Available?: No

Axis Dimension 1

Dimension Type: Row
Size: 525212

Axis Dimension 2

Dimension Type: Column
Size: 333124

Axis Dimension 3

Dimension Type: Vertical
Size: 1

Access Information

Data License Statement:

License: Users are granted a perpetual, non-exclusive, irrevocable, worldwide license to use these data, and to create derived and value-added products, in any manor and for any purpose with the exception of creating, training, improving, modifying, validating, testing, evaluating, or otherwise leveraging machine learning algorithms in order to explicitly create similar land cover data for a period of five years from its date of creation. After that date this limitation is removed and these data will be available under the [Creative Commons Attribution 4.0 International license (CC BY 4.0)]

Security Class: Unclassified
Data Access Constraints:

None

Data Use Constraints:

Data set is not for use in litigation. While efforts have been made to ensure that these data are accurate and reliable within the state of the art, NOAA, cannot assume liability for any damages, or misrepresentations, caused by any inaccuracies in the data, or as a result of the data to be used on a particular system. NOAA makes no warranty, expressed or implied, nor does the fact of distribution constitute such a warranty.

THE PRODUCT IS PROVIDED "AS IS", WITHOUT ANY WARRANTY OF ANY KIND, INCLUDING, WITHOUT LIMITATION, WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE, NON-INFRINGEMENT OR NON-MISAPPROPRIATION OF INTELLECTUAL PROPERTY RIGHTS OF A THIRD PARTY, CUSTOM, TRADE, QUIET ENJOYMENT, ACCURACY OF INFORMATION, CONTENT OR RESULTS, OR CONDITIONS ARISING UNDER ANY OTHER LEGAL REQUIREMENT. NEITHER ECOPIA NOR ITS LICENSORS WARRANT THAT THE PRODUCT WILL BE ACCURATE, CURRENT OR COMPLETE, THAT THE PRODUCT WILL MEET END USER'S NEEDS OR EXPECTATIONS, OR THAT THE OPERATION OF THE PRODUCT WILL BE ERROR FREE OR UNINTERRUPTED. FURTHER, SPATIAL AND TEMPORAL ACCURACY IS NOT GUARANTEED.

Technical Environment

Description:

Microsoft Windows XP Version 5.1 (Build 2600) Service Pack 3; ESRI ArcCatalog 9.2.2.1350

Data Quality

Accuracy:

According to the accuracy assessment performed by NOAA Office for Coastal Management staff, the overall accuracy of this product is 85.6%. There were 914 total points distributed across the study area. The accuracy of each class is as follows (Producer's, User's accuracies):

Impervious (92.7%, 94.4%)

Impervious under Tree Canopy (66.7%, 100%)

Open Space Developed (81.3%, 93.8%)

Cultivated (94.3%, 84.6%)

Pasture/Hay (95.9%, 86.2%)

Grassland (59.2%, 86.5%)

Upland Tree (Forest) (100%, 66.7%)

Shrub/Scrub (75.0%, 78.1%)

Palustrine Forested Wetland (87.5%, 87.5%)

Palustrine Shrub/Scrub Wetland (86.6%, 89.2%)

Palustrine Emergent Wetland (84.1%, 84.1%)

Estuarine Forested Wetland (N/A, N/A)

Estuarine Shrub/Scrub Wetland (N/A, N/A)

Estuarine Emergent Wetland (100%, 100%)

Unconsolidated Shore (93.5%, 97.7%)

Bare Land (75.7%, 73.7%) Water (97.1%, 90.4%)

Palustrine Aquatic Bed (64.7%, 68.8%)

Estuarine Aquatic Bed (88.9%, 94.1%)

Overall accuracy (85.6%)

Points were sampled using a stratified random sampling scheme, with a minimum target sample of 20 points per class. A few of the rarer categories did not meet this minimum threshold or were not sampled at all due to the relatively low total area of those classes. Only the Palustrine Aquatic Bed and Estuarine Aquatic Bed categories had fewer than the target 20 point minimum, though several additional categories had relatively few sample locations, including: Estuarine Emergent Wetlands, Cultivated, and Impervious Under Canopy. Estuarine Scrub/Shrub Wetland and Estuarine Forested were not samples at all. The correct land cover classification was determined through analyst interpretation of the imagery used in creating the map, as well as possible references to Google Earth in order to reference additional dates/seasons of imagery for that location. All points were interpreted by two analysts, plus a third who made a final determination when there was disagreement on the call. This analysis allowed for the use of fuzzy designations, or alternate calls to the truth category where that truth call may not have been completely obvious, or where point locations are located so they could possibly be more than one category.

Completeness Report:

Data does not exist for all classes. There are no pixels representing: class 1 (unclassified), class 9 (Deciduous Forest), 10 (Evergreen Forest), 25 (Perennial Ice/Snow). Deciduous and Evergreen trees were not differentiated. These features were mapped as either Mixed Forest, Palustrine Forested Wetlands, or Estuarine Forested Wetlands.

Conceptual Consistency:

Tests for logical consistency indicate that all row and column positions in the selected latitude/longitude window contain data. Conversion and integration with vector files indicates that all positions are consistent with earth coordinates covering the same area. Attribute files are logically consistent.

Lineage

Process Steps

Process Step 1

CC ID: 1392976
Description:

This dataset was created by NOAA's National Ocean Service (NOS), Office for Coastal Management (OCM).

Classification: Initial 1m spatial resolution feature extraction for Impervious, Water, and Canopy (tree and scrub/shrub) mapping was conducted by Ecopia (https://www.ecopiatech.com/) using a proprietary feature recognition technology. This involves taking each image and classifying the pixels based on spectral and spatial properties, based on training examples and analyst refinement. This work was done under contract to NOAA, through NOAA”s Coastal Geospatial Services Contract (CGSC) vehicle.

Impervious Surface Refinement: Commission and omission errors associated with the Impervious class were addressed through manual interpretation and clean up in ERDAS Imagine using OpenStreetMap road, building, and railroad layers as reference. Once the review and edits were complete, the refined Impervious class was incorporated back into the land cover data set.

Water Refinement: Commission and omission errors associated with the Water class were addressed through manual interpretation and clean up in ERDAS Imagine. Once the review and edits were complete, the refined Water class was incorporated back into the land cover data set.

Canopy Surface Refinement: Commission and omission errors associated with the Canopy class were addressed through manual interpretation and clean up in ERDAS Imagine. Once the review and edits were complete, the refined Canopy class was incorporated back into the land cover data set.

Agriculture and Open Space Developed: Cultivated land, Pasture/Hay, and Open Space Developed features were incorporated into the grassland category of the initial land cover product based on available ancillary data. Commission and omission errors associated with these categories were addressed through manual interpretation and clean up in ERDAS Imagine. Once the review and edits were complete, the edits were incorporated back into the land cover data set.

Wetlands: Wetlands were derived through a modeling process which used ancillary data such as Soils (SSURGO), the National Wetlands Inventory (NWI) and topographic derivatives (derived from USGS OPR data). Forest, shrub and grassland objects within the initial land cover that exhibited hydric characteristics based on the input ancillary layers were designated to their appropriate wetland category. The process relied mainly on the NWI to determine palustrine and estuarine distinctions. Grass and Bare:

Grass and Bare classifications were derived using an NDVI threshold and manual interpretation. Refinement work was performed both by NOAA staff as well as NOAA’s CGSC contractor NV5 (https://www.nv5.com/).

Process Date/Time: 2023-05-15 00:00:00

Process Step 2

CC ID: 1392977
Description:

Attributes for this product are as follows:

0 Background

1 Unclassified

2 Developed Impervious

4 Developed Impervious under Tree Canopy

5 Developed, Open Space

6 Cultivated Crops

7 Pasture/Hay

8 Grassland/Herbaceous

11 Upland Tree (Forest)

12 Scrub/Shrub

13 Palustrine Forested Wetland

14 Palustrine Scrub/Shrub Wetland

15 Palustrine Emergent Wetland

16 Estuarine Forested Wetland

17 Estuarine Scrub/Shrub Wetland

18 Estuarine Emergent Wetland

19 Unconsolidated Shore

20 Bare Land

21 Open Water

22 Palustrine Aquatic Bed

23 Estuarine Aquatic Bed,

Process Date/Time: 2023-05-15 00:00:00

Catalog Details

Catalog Item ID: 76152
GUID: gov.noaa.nmfs.inport:76152
Metadata Record Created By: David Betenbaugh
Metadata Record Created: 2025-06-16 14:31+0000
Metadata Record Last Modified By: David Betenbaugh
Metadata Record Last Modified: 2025-06-19 17:10+0000
Metadata Record Published: 2025-06-19
Owner Org: OCM
Metadata Publication Status: Published Externally
Do Not Publish?: N
Metadata Last Review Date: 2025-06-19
Metadata Review Frequency: 3 Years
Metadata Next Review Date: 2028-06-19