Riparian species vegetation classification data for the Colorado River within Grand Canyon derived from 2013 airborne imagery

These data are a species-level classification map of riparian vegetation in the Colorado River riparian corridor in Grand Canyon, Arizona, USA. The classification is derived from 0.2 m pixel resolution multispectral aerial imagery acquired in May 2013. The classification spans the riparian zone of the river corridor between Glen Canyon Dam near Page, Arizona, and Lake Mead at Pearce Ferry, Arizona. The classification is divided into 5 distinct reaches of the river: Glen Canyon, Marble Canyon, Eastern Grand Canyon, Western Grand Canyon upstream of Diamond Creek, and Western Grand Canyon downstream of Diamond Creek. The method used for classification was a combination of supervised Classification And Regression Tree (CART) analysis and unsupervised ISODATA classification. The data release package contains the individual raster data of riparian species vegetation classification data based on USGS 1:24000 quad boundaries, and tabular data of training and validation point locations, confusion matrix counts as accuracy assessment and National Vegetation Classification (NVC) standard and vegetation classification descriptions. Two FGDC metadata files are included; one for the raster classification data and one for the tabular data.

Data and Resources

Field Value
accessLevel public
bureauCode {010:12}
catalog_@context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
catalog_conformsTo https://project-open-data.cio.gov/v1.1/schema
catalog_describedBy https://project-open-data.cio.gov/v1.1/schema/catalog.json
datagov_dedupe_retained 20220721212438
identifier USGS:5bec66a5e4b0b3fc5cf9153a
metadata_type geospatial
modified 20200827
old-spatial {"type": "Polygon", "coordinates": [[[-114.02379, 35.740126], [-114.02379, 36.965854], [ -111.476798, 36.965854], [ -111.476798, 35.740126], [-114.02379, 35.740126]]]}
publisher U.S. Geological Survey
publisher_hierarchy Department of the Interior > U.S. Geological Survey
resource-type Dataset
source_datajson_identifier true
source_hash ce0d732f192a4e808d7c51389a71f1677737c388
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]]]}
theme {geospatial}
Groups
  • AmeriGEOSS
  • National Provider
  • North America
Tags
  • aerial-photography
  • amerigeo
  • amerigeoss
  • arizona
  • botany
  • ckan
  • colorado-river
  • decision-support-methods
  • diamond-creek
  • geo
  • geospatial-datasets
  • geoss
  • glen-canyon
  • glen-canyon-dam
  • glen-canyon-national-recreation-area
  • grand-canyon
  • grand-canyon-national-park
  • image-analysis
  • image-mosaics
  • invasive-species
  • lake-mead
  • lake-powell
  • land-use-and-land-cover
  • lees-ferry
  • little-colorado-river
  • marble-canyon
  • multispectral-imaging
  • national
  • national-canyon
  • native-species
  • north-america
  • pearce-ferry
  • plants-organisms
  • regression-analysis
  • remote-sensing
  • scientific-interpretation
  • spatial-analysis
  • streamflow
  • united-states
  • usgs-5bec66a5e4b0b3fc5cf9153a
  • vegetation
isopen False
license_id notspecified
license_title License not specified
maintainer Joel B Sankey
maintainer_email jsankey@usgs.gov
metadata_created 2025-11-20T22:44:15.214501
metadata_modified 2025-11-20T22:44:15.214505
notes These data are a species-level classification map of riparian vegetation in the Colorado River riparian corridor in Grand Canyon, Arizona, USA. The classification is derived from 0.2 m pixel resolution multispectral aerial imagery acquired in May 2013. The classification spans the riparian zone of the river corridor between Glen Canyon Dam near Page, Arizona, and Lake Mead at Pearce Ferry, Arizona. The classification is divided into 5 distinct reaches of the river: Glen Canyon, Marble Canyon, Eastern Grand Canyon, Western Grand Canyon upstream of Diamond Creek, and Western Grand Canyon downstream of Diamond Creek. The method used for classification was a combination of supervised Classification And Regression Tree (CART) analysis and unsupervised ISODATA classification. The data release package contains the individual raster data of riparian species vegetation classification data based on USGS 1:24000 quad boundaries, and tabular data of training and validation point locations, confusion matrix counts as accuracy assessment and National Vegetation Classification (NVC) standard and vegetation classification descriptions. Two FGDC metadata files are included; one for the raster classification data and one for the tabular data.
num_resources 2
num_tags 41
title Riparian species vegetation classification data for the Colorado River within Grand Canyon derived from 2013 airborne imagery