Related references
Note: Only part of the references are listed.Combined use of crop yield statistics and remotely sensed products for enhanced simulations of evapotranspiration within an agricultural watershed
Sangchul Lee et al.
AGRICULTURAL WATER MANAGEMENT (2022)
Inductive predictions of hydrologic events using a Long Short-Term Memory network and the Soil and Water Assessment Tool
Nicholas Majeske et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2022)
High temporal resolution rainfall-runoff modeling using long-short-term-memory (LSTM) networks
Wei Li et al.
NEURAL COMPUTING & APPLICATIONS (2021)
Improving Runoff Simulation and Forecasting with Segmenting Delay of Baseflow from Fast Surface Flow in Montane High-Vegetation-Covered Catchments
You Li et al.
WATER (2021)
Artificial intelligence modelling integrated with Singular Spectral analysis and Seasonal-Trend decomposition using Loess approaches for streamflow predictions
Halit Apaydin et al.
JOURNAL OF HYDROLOGY (2021)
Developing a Novel Water Quality Prediction Model for a South African Aquaculture Farm
Elias Eze et al.
WATER (2021)
Benchmarking data-driven rainfall-runoff models in Great Britain: a comparison of long short-term memory (LSTM)-based models with four lumped conceptual models
Thomas Lees et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2021)
Effects of surface runoff and infiltration partition methods on hydrological modeling: A comparison of four schemes in two watersheds in the Northeastern US
Junyu Qi et al.
JOURNAL OF HYDROLOGY (2020)
Use of multiple modules and Bayesian Model Averaging to assess structural uncertainty of catchment-scale wetland modeling in a Coastal Plain landscape
Sangchul Lee et al.
JOURNAL OF HYDROLOGY (2020)
A Rainfall-Runoff Model With LSTM-Based Sequence-to-Sequence Learning
Zhongrun Xiang et al.
WATER RESOURCES RESEARCH (2020)
Comparison of Long Short Term Memory Networks and the Hydrological Model in Runoff Simulation
Hongxiang Fan et al.
WATER (2020)
Interpretation of machine learning models using shapley values: application to compound potency and multi-target activity predictions
Raquel Rodriguez-Perez et al.
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN (2020)
Seasonal drivers of geographically isolated wetland hydrology in a low-gradient, Coastal Plain landscape
Sangchul Lee et al.
JOURNAL OF HYDROLOGY (2020)
Hybrid decision tree-based machine learning models for short-term water quality prediction
Hongfang Lu et al.
CHEMOSPHERE (2020)
Using long short-term memory networks for river flow prediction
Wei Xu et al.
HYDROLOGY RESEARCH (2020)
A comprehensive review of deep learning applications in hydrology and water resources
Muhammed Sit et al.
WATER SCIENCE AND TECHNOLOGY (2020)
Snowmelt-Driven Streamflow Prediction Using Machine Learning Techniques (LSTM, NARX, GPR, and SVR)
Samit Thapa et al.
WATER (2020)
Surface and sub-surface flow estimation at high temporal resolution using deep neural networks
Ather Abbas et al.
JOURNAL OF HYDROLOGY (2020)
Deep Learning Data-Intelligence Model Based on Adjusted Forecasting Window Scale: Application in Daily Streamflow Simulation
Minglei Fu et al.
IEEE ACCESS (2020)
Deep learning and process understanding for data-driven Earth system science
Markus Reichstein et al.
NATURE (2019)
Daily river flow forecasting using ensemble empirical mode decomposition based heuristic regression models: Application on the perennial rivers in Iran and South Korea
Mohammad Rezaie-Balf et al.
JOURNAL OF HYDROLOGY (2019)
Uncertainty assessment in baseflow nonpoint source pollution prediction: The impacts of hydrographic separation methods, data sources and baseflow period assumptions
Yingxin Zhu et al.
JOURNAL OF HYDROLOGY (2019)
Time series forecasting of petroleum production using deep LSTM recurrent networks
Alaa Sagheer et al.
NEUROCOMPUTING (2019)
Mapping landscape-level hydrological connectivity of headwater wetlands to downstream waters: A catchment modeling approach - Part 2
In-Young Yeo et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2019)
Assessing the cumulative impacts of geographically isolated wetlands on watershed hydrology using the SWAT model coupled with improved wetland modules
S. Lee et al.
JOURNAL OF ENVIRONMENTAL MANAGEMENT (2018)
Developing a Long Short-Term Memory (LSTM) based model for predicting water table depth in agricultural areas
Jianfeng Zhang et al.
JOURNAL OF HYDROLOGY (2018)
Impact of climate change and climate anomalies on hydrologic and biogeochemical processes in an agricultural catchment of the Chesapeake Bay watershed, USA
Moges B. Wagena et al.
SCIENCE OF THE TOTAL ENVIRONMENT (2018)
Separating Wet and Dry Years to Improve Calibration of SWAT in Barrett Watershed, Southern California
Xin Gao et al.
WATER (2018)
Efficient flow calibration method for accurate estimation of baseflow using a watershed scale hydrological model (SWAT)
Won Seok Jang et al.
ECOLOGICAL ENGINEERING (2018)
Rainfall-runoff modelling using Long Short-Term Memory (LSTM) networks
Frederik Kratzert et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2018)
Assessing SWAT models based on single and multi-site calibration for the simulation of flow and nutrient loads in the semi-arid Onkaparinga catchment in South Australia
Manoj Kumar Shrestha et al.
AGRICULTURAL WATER MANAGEMENT (2016)
Runoff and sediment yield modeling using SWAT model: case of Wadi Hatab basin, central Tunisia
Narjes Chaabane Ben Salah et al.
ARABIAN JOURNAL OF GEOSCIENCES (2016)
A comparison of numerical and machine-learning modeling of soil water content with limited input data
Fatemeh Karandish et al.
JOURNAL OF HYDROLOGY (2016)
Value of long-term streamflow forecasts to reservoir operations for water supply in snow-dominated river catchments
D. Anghileri et al.
WATER RESOURCES RESEARCH (2016)
Impacts of Watershed Characteristics and Crop Rotations on Winter Cover Crop Nitrate-Nitrogen Uptake Capacity within Agricultural Watersheds in the Chesapeake Bay Region
Sangchul Lee et al.
PLOS ONE (2016)
Evaluation of Soil Class Proxies for Hydrologic Performance of In Situ Bioinfiltration Systems
Ryan S. Lee et al.
JOURNAL OF SUSTAINABLE WATER IN THE BUILT ENVIRONMENT (2016)
A multi-storage groundwater concept for the SWAT model to emphasize nonlinear groundwater dynamics in lowland catchments
Matthias Pfannerstill et al.
HYDROLOGICAL PROCESSES (2014)
Assessing winter cover crop nutrient uptake efficiency using a water quality simulation model
I. -Y. Yeo et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2014)
Climate change and wetland loss impacts on a western river's water quality
R. M. Records et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2014)
GloFAS - global ensemble streamflow forecasting and flood early warning
L. Alfieri et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2013)
SWAT-based runoff and sediment simulation in a small watershed, the loessial hilly-gullied region of China: capabilities and challenges
Lin-jing Qiu et al.
INTERNATIONAL JOURNAL OF SEDIMENT RESEARCH (2012)
Baseflow simulation using SWAT model in an inland river basin in Tianshan Mountains, Northwest China
Y. Luo et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2012)
Simultaneous calibration of surface flow and baseflow simulations: a revisit of the SWAT model calibration framework
Xuesong Zhang et al.
HYDROLOGICAL PROCESSES (2011)
Potential climate-change impacts on the Chesapeake Bay
Raymond G. Najjar et al.
ESTUARINE COASTAL AND SHELF SCIENCE (2010)
Calibration and uncertainty analysis of the SWAT model using Genetic Algorithms and Bayesian Model Averaging
Xuesong Zhang et al.
JOURNAL OF HYDROLOGY (2009)
Advances in ecohydrological modelling with SWAT-a review
Valentina Krysanova et al.
HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES (2008)
Model evaluation guidelines for systematic quantification of accuracy in watershed simulations
D. N. Moriasi et al.
TRANSACTIONS OF THE ASABE (2007)
Hydrologic response to climatic variability in a Great Lakes Watershed: A case study with the SWAT model
Kangsheng Wu et al.
JOURNAL OF HYDROLOGY (2007)
History of land cover change and biogeochemical impacts in the Choptank River basin in the mid-Atlantic region of the US
Thomas R. Fisher et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2006)
Daily streamflow modelling and assessment based on the curve-number technique
JY Choi et al.
HYDROLOGICAL PROCESSES (2002)
Modeling the hydrochemistry of the Choptank River Basin using GWLF and Arc/Info: 1. Model calibration and validation
KY Lee et al.
BIOGEOCHEMISTRY (2000)
Share Paper
