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Remote sensing derived maps of tamarisk (2009) and beetle impacts (2013) along 412 km of the Colorado River in the Grand Canyon, Arizona

Metadata Updated: July 6, 2024

These data are aerial image-derived, classification maps of tamarisk (Tamarisk spp.) in the riparian zone of the Colorado River from Glen Canyon Dam to Separation Canyon, a total river distance of 412 km. The classification maps are published in GIS vector format. Two maps are published: 1) a classification of tamarisk from a 0.2 m resolution multispectral image dataset acquired in May 2009 (Tamarisk Classification 2009), and 2) a classification of tamarisk impacted by the tamarisk beetle (Diorhabda carinulata) from a 0.2 m resolution multispectral image dataset acquired in May 2013 (Beetle Impact Classification 2013). Tamarisk presence in 2009 was classified using the Mahalanobis Distance method with a total of 2,500 training samples, and classification accuracy was assessed with an independent set of 7,858 samples across 49 image quads. A total of 214 ha of tamarisk were detected in 2009. Tamarisk classification accuracies varied across the 49 image quads, and the combined overall accuracy across the entire study region was 74%. The 2013 beetle-impacted tamarisk classification was completed using change detection of NDVI values in the 2009 and 2013 multispectral imagery within pixels classified as tamarisk in the 2009 dataset. A region-specific NDVI ratio of >1.5 decline between the two image dates (2009NDVI/2013NDVI) was used to identify tamarisks impacted by beetle herbivory. The area of beetle-impacted tamarisk totaled 32.1 ha, but varies spatially throughout the river corridor. The Glen Canyon reach of the river had the greatest proportion of beetle-impacted tamarisk in the study region.

Access & Use Information

Public: This dataset is intended for public access and use. License: No license information was provided. If this work was prepared by an officer or employee of the United States government as part of that person's official duties it is considered a U.S. Government Work.

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Dates

Metadata Created Date June 1, 2023
Metadata Updated Date July 6, 2024

Metadata Source

Harvested from DOI EDI

Additional Metadata

Resource Type Dataset
Metadata Created Date June 1, 2023
Metadata Updated Date July 6, 2024
Publisher U.S. Geological Survey
Maintainer
@Id http://datainventory.doi.gov/id/dataset/c7f1fa5e1cf266852176d7c956a56108
Identifier USGS:5a144ec0e4b09fc93dcfcffa
Data Last Modified 20200827
Category geospatial
Public Access Level public
Bureau Code 010:12
Metadata Context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
Metadata Catalog ID https://datainventory.doi.gov/data.json
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Harvest Object Id f919d769-d8d6-4169-b601-ad5cc82247d8
Harvest Source Id 52bfcc16-6e15-478f-809a-b1bc76f1aeda
Harvest Source Title DOI EDI
Metadata Type geospatial
Old Spatial -114.02379,35.740126,-111.476798,36.965854
Publisher Hierarchy White House > U.S. Department of the Interior > U.S. Geological Survey
Source Datajson Identifier True
Source Hash 3e0cccf226b22f34121652103a338e6eab150b022af9780d089fb53f8bfb7c46
Source Schema Version 1.1
Spatial {"type": "Polygon", "coordinates": -114.02379, 35.740126, -114.02379, 36.965854, -111.476798, 36.965854, -111.476798, 35.740126, -114.02379, 35.740126}

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