The thermal regime of rivers: a review
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journal
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August 2006 |
A regional neural network ensemble for predicting mean daily river water temperature
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journal
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September 2014 |
The interactive effects of climate change, riparian management, and a nonnative predator on stream-rearing salmon
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journal
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June 2014 |
Hybrid decision tree-based machine learning models for short-term water quality prediction
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journal
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June 2020 |
The NorWeST Summer Stream Temperature Model and Scenarios for the Western U.S.: A Crowd-Sourced Database and New Geospatial Tools Foster a User Community and Predict Broad Climate Warming of Rivers and Streams: STREAM CLIMATES IN THE WESTERN U.S.
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journal
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November 2017 |
Climate change impacts on streamflow extremes and summertime stream temperature and their possible consequences for freshwater salmon habitat in Washington State
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journal
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April 2010 |
Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning
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December 2019 |
A tutorial on support vector regression
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journal
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August 2004 |
River/stream water temperature forecasting using artificial intelligence models: a systematic review
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journal
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September 2020 |
Global river discharge and water temperature under climate change
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journal
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April 2013 |
Coupled daily streamflow and water temperature modelling in large river basins
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journal
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January 2012 |
Development and Operational Testing of a Super-Ensemble Artificial Intelligence Flood-Forecast Model for a Pacific Northwest River
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journal
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November 2014 |
BASIN-3D: A brokering framework to integrate diverse environmental data
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journal
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February 2022 |
Dataset for 'Stream Temperature Predictions for River Basin Management in the Pacific Northwest and Mid-Atlantic Regions Using Machine Learning', Water 2022
- Weierbach, Helen; Lima, Aranildo R.; Willard, Jared D.
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Environmental System Science Data Infrastructure for a Virtual Ecosystem; Investigating the Impacts of Streamflow Disturbances on Water Quality Using a Data-Driven Framework
https://doi.org/10.15485/1854257
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dataset
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January 2022 |
Power-generation system vulnerability and adaptation to changes in climate and water resources
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journal
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January 2016 |
A Review of Statistical Water Temperature Models
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January 2007 |
Who needs environmental monitoring?
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journal
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June 2007 |
Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)
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journal
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April 2000 |
Prediction of river water temperature using machine learning algorithms: a tropical river system of India
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journal
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April 2021 |
River Regulation Alleviates the Impacts of Climate Change on U.S. Thermoelectricity Production
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February 2020 |
Bagging predictors
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journal
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August 1996 |
Modeling stream temperature in the Anthropocene: An earth system modeling approach: MODELING STREAM TEMPERATURE IN ESM
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journal
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October 2015 |
Global river temperatures and sensitivity to atmospheric warming and changes in river flow: SENSITIVITY OF GLOBAL RIVER TEMPERATURES
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February 2011 |
To aggregate or not? Capturing the spatio-temporal complexity of the thermal regime
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August 2016 |
Long Short-Term Memory
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November 1997 |
pandas-dev/pandas: Pandas
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software
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January 2024 |
A Comparison of Statistical Approaches for Predicting Stream Temperatures Across Heterogeneous Landscapes
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journal
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August 2009 |
Effects of climate change and wildfire on stream temperatures and salmonid thermal habitat in a mountain river network
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journal
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July 2010 |
A Method for Assessing and Predicting Water Quality Status for Improved Decision-Making and Management
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journal
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October 2018 |
A hybrid model for river water temperature as a function of air temperature and discharge
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journal
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November 2015 |
Deep learning approaches for improving prediction of daily stream temperature in data‐scarce, unmonitored, and dammed basins
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journal
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November 2021 |
Estimation of daily stream water temperatures with a Bayesian regression approach
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journal
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March 2017 |
From Hydrometeorology to River Water Quality: Can a Deep Learning Model Predict Dissolved Oxygen at the Continental Scale?
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journal
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February 2021 |
Stream temperature prediction in ungauged basins: review of recent approaches and description of a new physics-derived statistical model
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journal
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January 2015 |
Thermal regimes in a large upland salmon river: a simple model to identify the influence of landscape controls and climate change on maximum temperatures
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journal
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July 2010 |
Data Structures for Statistical Computing in Python
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conference
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January 2010 |
Can seasonal hydrological forecasts inform local decisions and actions? A decision-making activity
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journal
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January 2018 |
A water cycle for the Anthropocene
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journal
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August 2019 |
Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks
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journal
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January 2018 |
Modeling thermoelectric power generation in view of climate change
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journal
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November 2009 |
Local landscape predictors of maximum stream temperature and thermal sensitivity in the Columbia River Basin, USA
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journal
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September 2013 |
Simple modifications of the nonlinear regression stream temperature model for daily data
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journal
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May 2019 |
Support-vector networks
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journal
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September 1995 |
The Value of In-Stream Water Temperature Forecasts for Fisheries Management
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journal
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April 2011 |
Assessing the new Natural Resources Conservation Service water supply forecast model for the American West: A challenging test of explainable, automated, ensemble artificial intelligence
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journal
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November 2021 |
Ensemble machine learning paradigms in hydrology: A review
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journal
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July 2021 |
Climatic and dam-induced impacts on river water temperature: Assessment and management implications
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journal
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June 2018 |
Introductory overview: Error metrics for hydrologic modelling – A review of common practices and an open source library to facilitate use and adoption
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journal
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September 2019 |
Evidence needed to manage freshwater ecosystems in a changing climate: Turning adaptation principles into practice
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journal
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September 2010 |
Can air temperature be used to project influences of climate change on stream temperature?
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journal
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August 2014 |
Modelling daily water temperature from air temperature for the Missouri River
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journal
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January 2018 |
Hydrological ensemble forecasting using a multi-model framework
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journal
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September 2021 |
Vulnerability of US thermoelectric power generation to climate change when incorporating state-level environmental regulations
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journal
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July 2017 |
Predicting thermal reference conditions for USA streams and rivers
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journal
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March 2013 |
Investigating controls on the thermal sensitivity of Pennsylvania streams
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journal
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July 2011 |
Random Forests
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journal
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January 2001 |
Machine-learning methods for stream water temperature prediction
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journal
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January 2021 |
Water Quality Indices as Tools for Decision Making and Management
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journal
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April 2016 |
Multivariate Modelling of Water Temperature in the Okanagan Watershed
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journal
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January 2010 |
Gridded daily weather data for North America with comprehensive uncertainty quantification
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journal
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July 2021 |