NorWeST_SalmonRiverBasin

NorWeST Predicted Stream Temperatures for the Salmon River Basin, ID. Zoom in to see NorWeST predicted stream temperatures.

Categories: Data; Types: ArcGIS REST Map Service, ArcGIS Service Definition, Downloadable, Map Service; Tags: ID, NorWeST, Salmon River Basin, stream temperature

Stream temperature data in Willow/Rock/Frazer watersheds of northern Nevada, 2015-16

This dataset includes stream temperatures from a network of 112 data loggers that was installed in stream channels throughout the Willow/Rock/Frazer watersheds of northern Nevada between July 31 and August 15, 2015. Ninety-seven data loggers were recovered and downloaded in late July 2016.

Categories: Data; Tags: Drought, Drought, Fire and Extreme Weather, Elko County, Frazer Creek, GNIS ID 843273, All tags... GNIS ID 845747, GNIS ID 847339, GNIS ID 858249, HUC_8 16040106, National CASC, Nevada, Rivers, Streams and Lakes, Rock Creek, Stream / River, Stream temperature, Water, Coasts and Ice, Watershed, Willow Creek, Willow Creek Reservoir, inlandWaters, streamflow, surface water (non-marine), water temperature, Fewer tags

BLM REA NGB 2011 Modeled Stream Temperature Change (Suitability) for Mountain Whitefish (4km)

This map contains modeled stream temperature change due to climate change (based on Haak methodology) for mountain whitefish (4km analysis unit). These data are provided by Bureau of Land Management (BLM) "as is" and may contain errors or omissions. The User assumes the entire risk associated with its use of these data and bears all responsibility in determining whether these data are fit for the User's intended use. These data may not have the accuracy, resolution, completeness, timeliness, or other characteristics appropriate for applications that potential users of the data may contemplate. The User is encouraged to carefully consider the content of the metadata file associated with these data. The BLM should...

Types: Live Data; Tags: 4km, BLM, Bureau of Land Management, Change, DOI, All tags... Geospatial, MapServer, Mountain Whitefish, NGB, NGB 2011, Northern Great Basin, REA, Rapid Ecoregional Assessment, Stream Temperature, Suitability, Wildlife, biota, liveData, service, Fewer tags

BLM REA NGB 2011 Modeled Stream Temperature Change (Suitability) for Yellowstone Trout (HUC12)

This map contains modeled stream temperature change due to climate change (based on Haak methodology) for Yellowstone cutthroat trout (HUC12 analysis unit). These data are provided by Bureau of Land Management (BLM) "as is" and may contain errors or omissions. The User assumes the entire risk associated with its use of these data and bears all responsibility in determining whether these data are fit for the User's intended use. These data may not have the accuracy, resolution, completeness, timeliness, or other characteristics appropriate for applications that potential users of the data may contemplate. The User is encouraged to carefully consider the content of the metadata file associated with these data. The...

Types: Live Data; Tags: BLM, Bureau of Land Management, Change, DOI, Geospatial, All tags... HUC12, MapServer, NGB, NGB 2011, Northern Great Basin, REA, Rapid Ecoregional Assessment, Stream Temperature, Suitability, Wildlife, Yellowstone Trout, biota, liveData, service, Fewer tags

Effects of Land Use and Climate Change on Stream Temperature II: Threshold Exceedance Duration Projections for Freshwater Mussels

Abstract (from http://onlinelibrary.wiley.com/doi/10.1111/jawr.12178/abstract): We developed a stochastic hourly stream temperature model (SHSTM) to estimate probability of exceeding given threshold temperature ( T ) for specified durations (24 and 96 h) to assess potential impacts on freshwater mussels in the upper Tar River, North Carolina. Simulated daily mean stream T from climate change (CC) and land-use (LU) change simulations for 2021-2030 and 2051-2060 were used as input to the SHSTM. Stream T observations in 2010 revealed only two sites with T above 30°C for >24 h and T s were never >31°C for more than 24 h at any site. The SHSTM suggests that the probability, P , that T will exceed 32°C for...

Categories: Publication; Types: Citation; Tags: National CASC, Other Wildlife, Wildlife and Plants, freshwater mussels, stochastic hourly stream temperature model, All tags... stream temperature, water, Fewer tags

Northeast Climate Science Center Stream Temperature Project Update

The Stream Temperature Data and Modeling Meeting II was help on May 1, 2014. The meeting was co-hosted by EPA Region 1, the U.S. Fish and Wildlife Service, North Atlantic Landscape Conservation Cooperative, the USGS Northeast Climate Science Center, and the USGS Conte Anadromous Fish Research Center.

Tags: Data Visualization & Tools, Modeling, Northeast CASC, Science Tools For Managers, Stream Temperature

NorWeST_ClearwaterRiverBasin

NorWeST Predicted Stream Temperatures for the Clearwater River Basin, ID. Zoom in to see NorWeST predicted stream temperatures.

Categories: Data; Types: ArcGIS REST Map Service, ArcGIS Service Definition, Downloadable, Map Service; Tags: Clearwater River Basin, ID, NorWeST, stream temperature

North Pacific LCC Gateway

A “gateway” using Data Basin technology has been developed to serve the data integration, collaboration and outreach needs of the NPLCC. The gateway will continue to be a customized interface of the Data Basin platform that includes special branding, curation of spatial content, and direct links to selected sites in support of projects funded by and for the NPLCC . Conservation Biology Institute will add to the “gateway” a spatial data visualization tool to showcase priority data from the Pacific Marine and Estuarine Fish Habitat Partnership.

Categories: Data, Project; Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: 2013, AK-1, AK-1, AK-1, AK-1, All tags... 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Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, British Columbia, 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NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, NorWest, North Pacific Landscape Conservation Cooperative, OR-1, OR-1, OR-2, OR-3, OR-3, OR-4, OR-4, OR-5, OR-5, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Oregon, Priority D. 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landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, landscape, onGoing, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, stream network models, 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Examining the influence of deep learning architecture on generalizability for predicting stream temperature in the Delaware River Basin

This data release and model archive provides all data, code, and modelling results used in Topp et al. (2023) to examine the influence of deep learning architecture on generalizability when predicting stream temperature in the Delaware River Basin (DRB). Briefly, we modeled stream temperature in the DRB using two spatially and temporally aware process guided deep learning models (a recurrent graph convolution network - RGCN, and a temporal convolution graph model - Graph WaveNet). The associated manuscript explores how the architectural differences between the two models influence how they learn spatial and temporal relationships, and how those learned relationships influence a model's ability to accurately predict...

Categories: Data; Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: DE, Delaware, Hydrology, MD, Maryland, All tags... NJ, NY, New Jersey, New York, PA, Pennsylvania, US, USGS Science Data Catalog (SDC), United States, Water Quality, Water Resources, climate change, domain shift, environment, explainable AI (XAI), generalization, hybrid modeling, inlandWaters, machine learning, modeling, process guided deep learning, stream temperature, temperature, water, water resources, Fewer tags

Model Code, Outputs, and Supporting Data for Approaches to Process-Guided Deep Learning for Groundwater-Influenced Stream Temperature Predictions

This model archive provides all data, code, and modeling results used in Barclay and others (2023) to assess the ability of process-guided deep learning stream temperature models to accurately incorporate groundwater-discharge processes. We assessed the performance of an existing process-guided deep learning stream temperature model of the Delaware River Basin (USA) and explored four approaches for improving groundwater process representation: 1) a custom loss function that leverages the unique patterns of air and water temperature coupling resulting from different temperature drivers, 2) inclusion of additional groundwater-relevant catchment attributes, 3) incorporation of additional process model outputs, and...

Categories: Data; Tags: DE, Delaware, Hydrology, MD, Maryland, All tags... NJ, NY, New Jersey, New York, PA, Pennsylvania, US, USGS Science Data Catalog (SDC), United States, Water Quality, Water Resources, deep learning, environment, explainable AI (XAI), groundwater, hybrid modeling, inlandWaters, machine learning, modeling, process guided deep learning, stream temperature, temperature, water, water resources, Fewer tags

NorWeST_SnakeBearRiverBasins

NorWeST Predicted Stream Temperatures for the Snake and Bear River Basins. Zoom in to see NorWeST predicted stream temperatures.

Categories: Data; Types: ArcGIS REST Map Service, ArcGIS Service Definition, Downloadable, Map Service; Tags: Bear River Basin, Idaho, NorWeST, Snake River Basin, stream temperature

Stream Gage Data, 2014

The following spreadsheets contain pressure and temperature recorded by the barologgers (atmospheric measure) and leveloggers (stream measure) at each stream gauge. Temperature and pressure from stream gauges are needed to calculate discharge, which was in turn needed to calibrate the hydrologic model used in this project.

Categories: Data; Tags: Anderson Creek, Boulder Creek, Canyon Creek, Jack Creek, Northwest CASC, All tags... Rivers, Streams and Lakes, Water, Coasts and Ice, air temperature, atmospheric pressure, stream gauge, stream temperature, water pressure, Fewer tags

BLM REA NGB 2011 Modeled Stream Temperature Change (Suitability) for Lahontan Cutthroat trout (HUC12)

This map contains modeled stream temperature change due to climate change (based on Haak methodology) for Lahontan cutthroat trout (HUC12 analysis unit). These data are provided by Bureau of Land Management (BLM) "as is" and may contain errors or omissions. The User assumes the entire risk associated with its use of these data and bears all responsibility in determining whether these data are fit for the User's intended use. These data may not have the accuracy, resolution, completeness, timeliness, or other characteristics appropriate for applications that potential users of the data may contemplate. The User is encouraged to carefully consider the content of the metadata file associated with these data. The BLM...

Types: Live Data; Tags: BLM, Bureau of Land Management, Change, DOI, Geospatial, All tags... HUC12, Lahontan Cutthroat trout, MapServer, NGB, NGB 2011, Northern Great Basin, REA, Rapid Ecoregional Assessment, Stream Temperature, Suitability, Wildlife, biota, liveData, service, Fewer tags

Stream temperature database & high-resolution NorWeST climate scenarios Webinar

Existing stream temperature data will be compiled from numerous federal, state, tribal, and private sources to develop an integrated regional database. Spatial statistical models for river networks will be applied to these data to develop an accurate model that predicts stream temperature for all fish-bearing streams in the US portion of the NPLCC. Differences between model outputs for historic and future climate scenarios will be used to assess spatial variation in the vulnerability of sensitive fish species across the NPLCC.

Categories: Data; Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Academics & scientific researchers, California, Climate Change, Conservation Planning, Data Management and Integration, All tags... Decision Support, Federal resource managers, Hydrologic regime shift, LCC Network Science Catalog, NPLCC, NorWest, OR-1, OR-2, OR-3, OR-4, OR-5, Oregon, Priority D. Hydrologic regime changes on anadromous fish, State agencies, Stream temperature, WA-1, WA-10, WA-2, WA-3, WA-4, WA-5, WA-6, WA-7, WA-8, WA-9, Washington, climate change, completed, presentation, product, stream network models, temperature model, Fewer tags

Stream Temperature Modeling: A Modeling Comparison for Resource Managers and Climate Change Analysis

Abstract (from http://scholarworks.umass.edu/cee_ewre/72/): In the Northeast U.S. increasing stream temperatures due to climate change pose a serious threat to cool and cold water fish communities, as well as aquatic ecosystems as a whole. In this study, three stream temperature models were implemented for two different case-study basins in the Northeast Climate Science Center region. Two coupled hydrology-stream temperature (physical) models were used: VIC-RBM and SWAT-Ficklin et al. (2012). The third model implemented was a nonlinear regression (statistical) model developed by Mohseni et al. (1998). Metrics were developed to assess these models regarding their prediction skill, data input requirements, spatial...

Categories: Publication; Types: Citation; Tags: Data Visualization & Tools, Northeast CASC, Science Tools For Managers, Stream Temperature, Water Resources

NorWeST Project Study Area

An interactive map that allows users to zoom to a specific area and see 1) thermograph point locations in streams that have collected stream temeprature data, 2) the historic august stream temperatures based on that data, and 3) the modeled prediction of the stream temperatures at 2040 and 2080.

Categories: Data; Types: ArcGIS REST Map Service, ArcGIS Service Definition, Downloadable, Map Service; Tags: NorWeST, rivers, stream, stream temperature, temperature modeling, All tags... temperature monitoring, Fewer tags

BLM REA NGB 2011 Modeled Stream Temperature Change (Suitability) for Mountain Whitefish (HUC12)

This map contains modeled stream temperature change due to climate change (based on Haak methodology) for mountain whitefish (HUC12 analysis unit). These data are provided by Bureau of Land Management (BLM) "as is" and may contain errors or omissions. The User assumes the entire risk associated with its use of these data and bears all responsibility in determining whether these data are fit for the User's intended use. These data may not have the accuracy, resolution, completeness, timeliness, or other characteristics appropriate for applications that potential users of the data may contemplate. The User is encouraged to carefully consider the content of the metadata file associated with these data. The BLM should...

Types: Live Data; Tags: BLM, Bureau of Land Management, Change, DOI, Geospatial, All tags... HUC12, MapServer, Mountain Whitefish, NGB, NGB 2011, Northern Great Basin, REA, Rapid Ecoregional Assessment, Stream Temperature, Suitability, Wildlife, biota, liveData, service, Fewer tags

BLM REA NGB 2011 Modeled Stream Temperature Change (Suitability) for Redband Trout (4km)

This map contains modeled stream temperature change due to climate change (based on Haak methodology) for redband trout (4km analysis unit). These data are provided by Bureau of Land Management (BLM) "as is" and may contain errors or omissions. The User assumes the entire risk associated with its use of these data and bears all responsibility in determining whether these data are fit for the User's intended use. These data may not have the accuracy, resolution, completeness, timeliness, or other characteristics appropriate for applications that potential users of the data may contemplate. The User is encouraged to carefully consider the content of the metadata file associated with these data. The BLM should be cited...

Types: Live Data; Tags: 4km, BLM, Bureau of Land Management, Change, DOI, All tags... Geospatial, MapServer, NGB, NGB 2011, Northern Great Basin, REA, Rapid Ecoregional Assessment, Redband Trout, Stream Temperature, Suitability, Wildlife, biota, liveData, service, Fewer tags

Predicting Climate Change Impacts on River Ecosystems and Salmonids across the Pacific Northwest

Salmonids, a group of coldwater adapted fishes of enormous ecological and socio-economic value, historically inhabited a variety of freshwater habitats throughout the Pacific Northwest (PNW). Over the past century, however, populations have dramatically declined due to habitat loss, overharvest, and invasive species. Consequently, many populations are listed as threatened or endangered under the U.S. Endangered Species Act. Complicating these stressors is global warming and associated climate change. Overall, aquatic ecosystems across the PNW are predicted to experience increasingly earlier snowmelt in the spring, reduced late spring and summer flows, increased winter flooding, warmer and drier summers, increased...

Categories: Project; Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: 2012, CASC, Completed, Fish, Fish, All tags... Northwest, Northwest, Northwest, Northwest CASC, Projects by Region, Rivers, Streams and Lakes, Rivers, Streams and Lakes, Water, Coasts and Ice, Water, Coasts and Ice, Wildlife and Plants, Wildlife and Plants, flow, river analysis project (RAP), salmonids, spatially explicity models, stream temperature, vulnerability, vulnerability assessment, Fewer tags

BLM REA NGB 2011 Modeled Stream Temperature Change (Suitability) for Lahontan Cutthroat trout (4km)

This map contains modeled stream temperature change due to climate change (based on Haak methodology) for Lahontan cutthroat trout (4km analysis unit). These data are provided by Bureau of Land Management (BLM) "as is" and may contain errors or omissions. The User assumes the entire risk associated with its use of these data and bears all responsibility in determining whether these data are fit for the User's intended use. These data may not have the accuracy, resolution, completeness, timeliness, or other characteristics appropriate for applications that potential users of the data may contemplate. The User is encouraged to carefully consider the content of the metadata file associated with these data. The BLM...

Types: Live Data; Tags: 4km, BLM, Bureau of Land Management, Change, DOI, All tags... Geospatial, Lahontan Cutthroat trout, MapServer, NGB, NGB 2011, Northern Great Basin, REA, Rapid Ecoregional Assessment, Stream Temperature, Suitability, Wildlife, biota, liveData, service, Fewer tags