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Stream Temperature Modeling and Monitoring: Multiple Regression Stream Temperature Model

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posted on 2023-11-30, 08:19 authored by US Forest Service Rocky Mountain Research Station Boise Aquatic Sciences Lab
<p>This simple Stream Temperature Modeling and Monitoring approach uses thermograph data and geomorphic predictor variables from GIS software and digital elevation models (DEM). Multiple regression models are used to predict stream temperature metrics throughout a stream network with moderate accuracy (R^2 ~ 0.65). The models can provide basic descriptions of spatial patterns in stream temperatures, suitable habitat distributions for aquatic species, or be used to assess temporal trends related to climate or management activities if multiple years of temperature data are available. </p><div><br>Resources in this dataset:</div><br><ul><li><p>Resource Title: Website Pointer to Multiple Regression Stream Temperature Model.</p> <p>File Name: Web Page, url: <a href="https://www.fs.fed.us/rm/boise/AWAE/projects/stream_temp/multregression_model.shtml">https://www.fs.fed.us/rm/boise/AWAE/projects/stream_temp/multregression_model.shtml</a> </p><p>This simple Stream Temperature Modeling and Monitoring approach uses thermograph data and geomorphic predictor variables from GIS software and digital elevation models (DEM). Multiple regression models are used to predict stream temperature metrics throughout a stream network with moderate accuracy (R^2 ~ 0.65). The models can provide basic descriptions of spatial patterns in stream temperatures, suitable habitat distributions for aquatic species, or be used to assess temporal trends related to climate or management activities if multiple years of temperature data are available. Includes Methods, Maps, Data, Publications.</p></li></ul><p></p>

Funding

U.S. Forest Service

History

Related Materials

  1. 1.
    URL - Is supplemented by Stream Temperature Modeling and Monitoring: Stream Temperature Interactive Maps
  2. 2.
    URL - Is supplemented by Stream Temperature Modeling and Monitoring - Science Briefing Paper
  3. 3.
    URL - Is supplemented by The National Stream Internet
  4. 4.
    URL - Is supplemented by NorWEST: Regional Database & Modeled Stream Temperatures
  5. 5.
    URL - Is supplemented by SSN & STARS: Tools for Spatial Statistical Modeling on Stream Networks
  6. 6.
    URL - Is supplemented by Stream Temperature Modeling and Monitoring
  7. 7.
    URL - Is supplemented by Methods and Instructions
  8. 8.
    URL - Is supplemented by Example Maps
  9. 9.
    URL - Is supplemented by Example Data Download - Excel file
  10. 10.
    URL - Is part of Rocky Mountain Research Station Air, Water, & Aquatic Environments Program

Data contact name

Isaak, Dan

Data contact email

disaak@fs.fed.us

Publisher

USDA Forest Service

Temporal Extent Start Date

2005-01-01

Theme

  • Not specified

Geographic Coverage

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ISO Topic Category

  • biota
  • boundaries
  • imageryBaseMapsEarthCover
  • inlandWaters
  • location
  • planningCadastre

National Agricultural Library Thesaurus terms

streams; rivers; monitoring; winter; models; water temperature; thermography; geographic information systems; computer software; digital elevation models; regression analysis; habitats; aquatic organisms; climate

OMB Bureau Code

  • 005:96 - Forest Service

OMB Program Code

  • 005:000 - (Primary Program Not Available)

Pending citation

  • No

Public Access Level

  • Public

Preferred dataset citation

US Forest Service Rocky Mountain Research Station Boise Aquatic Sciences Lab; ; (2019). Stream Temperature Modeling and Monitoring: Multiple Regression Stream Temperature Model. USDA Forest Service.

Usage metrics

    Categories

    Keywords

    Stream Temperature Interactive MapsMultiple Regression Stream Temperature Model

    Licence

    U.S. Public Domain

    Exports

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