From Hydrometeorology to River Water Quality: Can a Deep Learning Model Predict Dissolved Oxygen at the Continental Scale?
出版年份 2021 全文链接
标题
From Hydrometeorology to River Water Quality: Can a Deep Learning Model Predict Dissolved Oxygen at the Continental Scale?
作者
关键词
-
出版物
ENVIRONMENTAL SCIENCE & TECHNOLOGY
Volume 55, Issue 4, Pages 2357-2368
出版商
American Chemical Society (ACS)
发表日期
2021-02-06
DOI
10.1021/acs.est.0c06783
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Predicting algal blooms: Are we overlooking groundwater?
- (2021) Andrea E. Brookfield et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Near-Real-Time Forecast of Satellite-Based Soil Moisture Using Long Short-Term Memory with an Adaptive Data Integration Kernel
- (2020) Kuai Fang et al. JOURNAL OF HYDROMETEOROLOGY
- Short-term water quality variable prediction using a hybrid CNN–LSTM deep learning model
- (2020) Rahim Barzegar et al. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
- A Rainfall‐Runoff Model With LSTM‐Based Sequence‐to‐Sequence Learning
- (2020) Zhongrun Xiang et al. WATER RESOURCES RESEARCH
- Stream Solutes and Particulates Export Regimes: A New Framework to Optimize Their Monitoring
- (2020) Florentina Moatar et al. Frontiers in Ecology and Evolution
- Nitrate removal and young stream water fractions at the catchment scale
- (2020) Paolo Benettin et al. HYDROLOGICAL PROCESSES
- Enhancing streamflow forecast and extracting insights using long‐short term memory networks with data integration at continental scales
- (2020) Dapeng Feng et al. WATER RESOURCES RESEARCH
- The Shallow and Deep Hypothesis: Subsurface Vertical Chemical Contrasts Shape Nitrate Export Patterns from Different Land Uses
- (2020) Wei Zhi et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Exploring the exceptional performance of a deep learning stream temperature model and the value of streamflow data
- (2020) Farshid Rahmani et al. Environmental Research Letters
- Evaluating the Potential and Challenges of an Uncertainty Quantification Method for Long Short‐Term Memory Models for Soil Moisture Predictions
- (2020) Kuai Fang et al. WATER RESOURCES RESEARCH
- Toward catchment hydro‐biogeochemical theories
- (2020) Li Li et al. Wiley Interdisciplinary Reviews-Water
- A Water Quality Prediction Method Based on the Deep LSTM Network Considering Correlation in Smart Mariculture
- (2019) Zhuhua Hu et al. SENSORS
- An assessment of the predictability of column minimum dissolved oxygen concentrations in Chesapeake Bay using a machine learning model
- (2019) Andrew C. Ross et al. ESTUARINE COASTAL AND SHELF SCIENCE
- Distinct Source Water Chemistry Shapes Contrasting Concentration‐Discharge Patterns
- (2019) Wei Zhi et al. WATER RESOURCES RESEARCH
- Analysis and Prediction of Water Quality Using LSTM Deep Neural Networks in IoT Environment
- (2019) Ping Liu et al. Sustainability
- Monitoring the riverine pulse: Applying high-frequency nitrate data to advance integrative understanding of biogeochemical and hydrological processes
- (2019) Douglas A. Burns et al. Wiley Interdisciplinary Reviews-Water
- Catchment chemostasis revisited: water quality responds differently to variations in weather and climate
- (2019) Sarah E. Godsey et al. HYDROLOGICAL PROCESSES
- Watershed Reactive Transport
- (2019) Li Li Reviews in Mineralogy & Geochemistry
- Process‐Guided Deep Learning Predictions of Lake Water Temperature
- (2019) Jordan S. Read et al. WATER RESOURCES RESEARCH
- Large Projected Decline in Dissolved Oxygen in a Eutrophic Estuary Due to Climate Change
- (2019) Wenfei Ni et al. JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS
- A trans-disciplinary review of deep learning research and its relevance for water resources scientists
- (2018) Chaopeng Shen WATER RESOURCES RESEARCH
- Diverse water quality responses to extreme climate events: an introduction
- (2018) Sujay S. Kaushal et al. BIOGEOCHEMISTRY
- The Value of SMAP for Long-Term Soil Moisture Estimation With the Help of Deep Learning
- (2018) Kuai Fang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Prolongation of SMAP to Spatiotemporally Seamless Coverage of Continental U.S. Using a Deep Learning Neural Network
- (2017) Kuai Fang et al. GEOPHYSICAL RESEARCH LETTERS
- The metabolic regimes of flowing waters
- (2017) E. S. Bernhardt et al. LIMNOLOGY AND OCEANOGRAPHY
- Elemental properties, hydrology, and biology interact to shape concentration-discharge curves for carbon, nutrients, sediment, and major ions
- (2017) F. Moatar et al. WATER RESOURCES RESEARCH
- LSTM: A Search Space Odyssey
- (2017) Klaus Greff et al. IEEE Transactions on Neural Networks and Learning Systems
- Emerging Tools for Continuous Nutrient Monitoring Networks: Sensors Advancing Science and Water Resources Protection
- (2016) Brian A. Pellerin et al. JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION
- Predicting Redox Conditions in Groundwater at a Regional Scale
- (2015) Anthony J. Tesoriero et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Hydrologic and Water Quality Models: Performance Measures and Evaluation Criteria
- (2015) Transactions of the ASABE
- Evaluating the efficiency of environmental monitoring programs
- (2014) Carrie R. Levine et al. ECOLOGICAL INDICATORS
- Spatial and temporal variability of in-stream water quality parameter influence on dissolved oxygen and nitrate within a regional stream network
- (2014) Ryan T. Bailey et al. ECOLOGICAL MODELLING
- Modelling of dissolved oxygen in the Danube River using artificial neural networks and Monte Carlo Simulation uncertainty analysis
- (2014) Davor Antanasijević et al. JOURNAL OF HYDROLOGY
- Natural variation and current reference for specific conductivity and major ions in wadeable streams of the conterminous USA
- (2014) Michael B. Griffith Freshwater Science
- Water and nutrient predictions in ungauged basins: set-up and evaluation of a model at the national scale
- (2012) Johan Strömqvist et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Measuring hypoxia induced metal release from highly contaminated estuarine sediments during a 40day laboratory incubation experiment
- (2012) Joanne L. Banks et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Global river temperatures and sensitivity to atmospheric warming and changes in river flow
- (2011) M. T. H. van Vliet et al. WATER RESOURCES RESEARCH
- Control of dissolved oxygen in northern temperate lakes over scales ranging from minutes to days
- (2010) OC Langman et al. Aquatic Biology
- The influence of riparian shade on lowland stream water temperatures in southern England and their viability for brown trout
- (2010) S. B. Broadmeadow et al. RIVER RESEARCH AND APPLICATIONS
- Concentration-discharge relationships reflect chemostatic characteristics of US catchments
- (2009) Sarah E. Godsey et al. HYDROLOGICAL PROCESSES
- Gulf of Mexico Hypoxia: Alternate States and a Legacy
- (2008) R. Eugene Turner et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Spreading Dead Zones and Consequences for Marine Ecosystems
- (2008) R. J. Diaz et al. SCIENCE
- Effects of dissolved oxygen supply level on phosphorus release from lake sediments
- (2007) Shengrui Wang et al. COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExplorePublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More