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QRF: Snake River Fish and Habitat Relationship Evaluation
(Version: 2.)
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Data Categories
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Carrying Capacity estimates, Fish per Meter, Juvenile Winter Rearing density, juvenile Summer Rearing Density, Redd or Spawner Density
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Dates of Data
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2020 TO 2020
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Data Set Status
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Complete
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Data Set Update Schedule
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None Planned
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Date Data Set Published on StreamNet Data Store
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01-12-2022
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Project Name & Number
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2019-006-00
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Purpose of Data Set
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The Scope of this supports QRF assessments and regional coordination related to fish and habitat assessments and to continue general fish monitoring and related research. In addition this may support Snorkel Surveys, Smolt trap operation or this may be moved the other project .
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Summary / Abstract
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Extrapolation of the Quantile Random Forest (QRF) life-stage specific capacity models for Chinook salmon and steelhead currently relies on attributes tied to master sample sites across the interior Columbia River Basin (excepting the Clearwater River Sub-basin). It is desirable to tie those estimates to a linear stream network so that they can be visualized in a common environment with other information (e.g., Beechie Network).
This work element funds the evaluation of attributes accompanying alternative linear stream network models. If sufficiently attributed, a selected linear stream network will be tested to determine whether Globally Available Attributes (GAAs) are sufficient to construct a reliable extrapolation model for QRF.
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Broad Biological Groups
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Fish, Chinook salmon, Steelhead
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Taxa
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Chinook salmon, Steelhead
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Location
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All interior Columbia River basin Chinook salmon and steelhead spawning and rearing habitat
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NPCC Subbasins (2001 Subbasins)
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Columbia Gorge: Wind Columbia Gorge: Little White Salmon Columbia Gorge: Big White Salmon Columbia Gorge: Hood Columbia Gorge: Klickitat Columbia Gorge: Fifteenmile Columbia Plateau: Columbia lower middle Columbia Plateau: Deschutes Columbia Plateau: John Day Columbia Plateau: Umatilla Columbia Plateau: Walla Walla Columbia Plateau: Snake lower Columbia Plateau: Tucannon Columbia Plateau: Yakima Columbia Plateau: Crab Columbia Cascade: Wenatchee Columbia Cascade: Entiat Columbia Cascade: Methow Columbia Cascade: Okanogan Blue Mountain: Asotin Blue Mountain: Grande Ronde Blue Mountain: Imnaha Mountain Snake: Clearwater Mountain Snake: Salmon Blue Mountain: Grande Ronde Blue Mountain: Imnaha Mountain Snake: Clearwater Mountain Snake: Salmon
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Hatcheries
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Dams
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Keywords
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QRF, Quantile Regression Forest, Capacity, rearing, Spawner density distribution, chinook steelhead
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Lead Person and Organization That Created the Data Set
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Biomark, Inc.
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Other Participating Organizations
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Funding provided by Bonneville Power Administration; Bureau of Reclamation
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Contact Person for Questions About the Data
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Name: Kevin See Position: Organization: Washington Department of Fish and Wildlife Address: 705 S. 8th Street Olympia,
WA 98501 USA Phone: 360-522-3610 email: kevin.see@dfw.wa.gov
(formerly Biomark/Merck
705 S. 8th Street
Boise, ID 83702
206-898-5437)
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Broad Category of Methods
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Lab
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Data Collection Methods
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Remote Sensing, Snorkel Survey, Spawner Survey, CHaMP protocol methods
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File Formats
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GIS
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Data structure description
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See data set files.
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URL where updated data may be available
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www.onefishtwofish.net
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Some data sets are intrinsically linked to software, tools, models, or statistical procedures, and must be used in
association in order to be of value. If this applies to this data set then the following information will apply:
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Relationship between the data set and the software, model, etc.
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open access for generic GIS and R Software.
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Where the software, tools, models, etc. can be obtained if they are not included with the data download.
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In terms of QRF documentation, the whole thing is laid out in our published manuscript, which anyone can access here: https://doi.org/10.1002/ecs2.3404.
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Contact person for questions about the software, tools, models, etc.
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Name: Kevin See Organization: Washington Department of Fish and Wildlife (formerly Biomark) Address:
,
Phone:
email: Kevin.See@dfw.wa.gov
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Papers, reports, and presentations that were done under this project.
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Extrapolating Capacity Estimates to a Linear Stream Network, K. See January 2021.
Snake River Fish and Habitat Relationship Evaluation, Annual Project Report, Project 2019-006-00, Kevin See, Richie Carmichael, Sarah Hoffmann, Michael Ackerman, Steve Gorrono, Chris Beasley. Biomark, Inc. Boise, Idaho; www.cbfish.org. May 2021
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Restrictions or legal prerequisites for accessing and using this data set.
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none
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