Comprehensive comparison of artificial neural networks and long short-term memory networks for rainfall-runoff simulation

Assessing the interlinkage of green and blue water in an arid catchment in Northwest China

(2019) Ganquan Mao et al.   ENVIRONMENTAL GEOCHEMISTRY AND HEALTH

Groundwater Estimation from Major Physical Hydrology Components Using Artificial Neural Networks and Deep Learning

(2019) Hassan Afzaal et al.   Water

Can multi-objective calibration of streamflow guarantee better hydrological model accuracy?

(2018) Ruqiang Zhang et al.   JOURNAL OF HYDROINFORMATICS

Hysteresis in Hydrology and Hydrological Modeling: Memory, Path-Dependency, or Missing Physics?

(2018) S. Gharari et al.   JOURNAL OF HYDROLOGY

Effects of irrigation on water and energy balances in the Heihe River basin using VIC model under different irrigation scenarios

(2018) Yuyao Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Choice of rainfall inputs for event-based rainfall-runoff modeling in a catchment with multiple rainfall stations using data-driven techniques

(2017) Tak Kwin Chang et al.   JOURNAL OF HYDROLOGY

A national scale flood hazard mapping methodology: The case of Greece – Protection and adaptation policy approaches

(2017) Nektarios N. Kourgialas et al.   SCIENCE OF THE TOTAL ENVIRONMENT

ANN Model-Based Simulation of the Runoff Variation in Response to Climate Change on the Qinghai-Tibet Plateau, China

(2017) Chang Juan et al.   Advances in Meteorology

Changes in potential evapotranspiration and surface runoff in 1981-2010 and the driving factors in Upper Heihe River Basin in Northwest China

(2016) Kaisheng Luo et al.   HYDROLOGICAL PROCESSES

Improving event-based rainfall-runoff simulation using an ensemble artificial neural network based hybrid data-driven model

(2015) Guangyuan Kan et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Comparative study of different wavelet based neural network models for rainfall–runoff modeling

(2014) Muhammad Shoaib et al.   JOURNAL OF HYDROLOGY

A survey on hysteresis modeling, identification and control

(2014) Vahid Hassani et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A comparative study of artificial neural network, adaptive neuro fuzzy inference system and support vector machine for forecasting river flow in the semiarid mountain region

(2013) Zhibin He et al.   JOURNAL OF HYDROLOGY

The streamflow estimation using the Xinanjiang rainfall runoff model and dual state-parameter estimation method

(2012) Haishen Lü et al.   JOURNAL OF HYDROLOGY

Multiple linear regression models of urban runoff pollutant load and event mean concentration considering rainfall variables

(2010) Marla C. Maniquiz et al.   JOURNAL OF ENVIRONMENTAL SCIENCES

Parameter estimation and uncertainty analysis of SWAT model in upper reaches of the Heihe river basin

(2009) Zhanling Li et al.   HYDROLOGICAL PROCESSES

Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling

(2009) Hoshin V. Gupta et al.   JOURNAL OF HYDROLOGY

Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques

(2009) C. L. Wu et al.   WATER RESOURCES RESEARCH

Generalization performance of support vector machines and neural networks in runoff modeling

(2008) Mohsen Behzad et al.   EXPERT SYSTEMS WITH APPLICATIONS

Seasonal variations of sediment discharge from the Yangtze River before and after impoundment of the Three Gorges Dam

(2008) Kehui Xu et al.   GEOMORPHOLOGY

Declining summer flows of Rocky Mountain rivers: Changing seasonal hydrology and probable impacts on floodplain forests

(2007) Stewart B. Rood et al.   JOURNAL OF HYDROLOGY

Enhanced random search based incremental extreme learning machine

(2007) Guang-Bin Huang et al.   NEUROCOMPUTING