Rainfall and runoff time-series trend analysis using LSTM recurrent neural network and wavelet neural network with satellite-based meteorological data: case study of Nzoia hydrologic basin

A Rainfall‐Runoff Model With LSTM‐Based Sequence‐to‐Sequence Learning

(2020) Zhongrun Xiang et al.   WATER RESOURCES RESEARCH

The Applicability of LSTM-KNN Model for Real-Time Flood Forecasting in Different Climate Zones in China

(2020) Moyang Liu et al.   Water

Use of Artificial Neural Networks and Multiple Linear Regression Model for the Prediction of Dissolved Oxygen in Rivers: Case Study of Hydrographic Basin of River Nyando, Kenya

(2020) Yashon O. Ouma et al.   COMPLEXITY

Lake level dynamics exploration using deep learning, artificial neural network, and multiple linear regression techniques

(2019) Jinfeng Wen et al.   Environmental Earth Sciences

A wavelet neural network approach to predict daily river discharge using meteorological data

(2019) Ömer Gürsoy et al.   MEASUREMENT & CONTROL

Prediction of Rainfall Using Intensified LSTM Based Recurrent Neural Network with Weighted Linear Units

(2019) S. Poornima et al.   Atmosphere

Erratum to: Hydrological modelling in the anthroposphere: predicting local runoff in a heavily modified high-alpine catchment

(2018) Johannes Wesemann et al.   Journal of Mountain Science

Deep Learning with a Long Short-Term Memory Networks Approach for Rainfall-Runoff Simulation

(2018) Caihong Hu et al.   Water

Physical dynamics of Lake Victoria over the past 34 years (1984–2018): Is the lake dying?

(2018) J.L. Awange et al.   SCIENCE OF THE TOTAL ENVIRONMENT

The incorrect usage of singular spectral analysis and discrete wavelet transform in hybrid models to predict hydrological time series

(2017) Kongchang Du et al.   JOURNAL OF HYDROLOGY

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

Wavelet-morphology based detection of incipient linear cracks in asphalt pavements from RGB camera imagery and classification using circular Radon transform

(2016) Yashon O. Ouma et al.   ADVANCED ENGINEERING INFORMATICS

Watershed-scale impacts of bioenergy crops on hydrology and water quality using improved SWAT model

(2016) Raj Cibin et al.   Global Change Biology Bioenergy

Efficient task scheduling algorithms for heterogeneous multi-cloud environment

(2015) Sanjaya K. Panda et al.   JOURNAL OF SUPERCOMPUTING

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

(2015) Xiaolei Ma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Random Modeling of Daily Rainfall and Runoff Using a Seasonal Model and Wavelet Denoising

(2014) Chien-ming Chou   MATHEMATICAL PROBLEMS IN ENGINEERING

Forecasting Daily Precipitation Using Hybrid Model of Wavelet-Artificial Neural Network and Comparison with Adaptive Neurofuzzy Inference System (Case Study: Verayneh Station, Nahavand)

(2014) Abazar Solgi et al.   Advances in Civil Engineering

A decade of Predictions in Ungauged Basins (PUB)—a review

(2013) M. Hrachowitz et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Daily streamflow forecasting using a wavelet transform and artificial neural network hybrid models

(2013) Celso Augusto Guimarães Santos et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Monthly Rainfall Prediction Using Wavelet Neural Network Analysis

(2013) R. Venkata Ramana et al.   WATER RESOURCES MANAGEMENT

A review on the applications of wavelet transform in hydrology time series analysis

(2012) Yan-Fang Sang   ATMOSPHERIC RESEARCH

Prediction of rainfall time series using modular soft computingmethods

(2012) C.L. Wu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Seismic data analysis using local time-frequency decomposition

(2012) Yang Liu et al.   GEOPHYSICAL PROSPECTING

Assessment of a 1-hour gridded precipitation dataset to drive a hydrological model: a case study of the summer 2007 floods in the Upper Severn, UK

(2012) B. L. Parkes et al.   HYDROLOGY RESEARCH

Multitemporal comparative analysis of TRMM-3B42 satellite-estimated rainfall with surface gauge data at basin scales: daily, decadal and monthly evaluations

(2012) Yashon O. Ouma et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Application of seasonal time series model in the precipitation forecast

(2011) Shengwei Wang et al.   MATHEMATICAL AND COMPUTER MODELLING

Wavelet and ANN combination model for prediction of daily suspended sediment load in rivers

(2011) Taher Rajaee   SCIENCE OF THE TOTAL ENVIRONMENT

Hyperresolution global land surface modeling: Meeting a grand challenge for monitoring Earth's terrestrial water

(2011) Eric F. Wood et al.   WATER RESOURCES RESEARCH

Development of a coupled wavelet transform and neural network method for flow forecasting of non-perennial rivers in semi-arid watersheds

(2010) Jan Adamowski et al.   JOURNAL OF HYDROLOGY

Methods to improve neural network performance in daily flows prediction

(2009) C.L. Wu et al.   JOURNAL OF HYDROLOGY

Analysis of co‐occurrence and discrete wavelet transform textures for differentiation of forest and non‐forest vegetation in very‐high‐resolution optical‐sensor imagery

(2008) Yashon O. Ouma et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A Linking Test to reduce the number of hydraulic parameters necessary to simulate groundwater recharge in unsaturated soils

(2007) Joseph Alexander Paul Pollacco et al.   ADVANCES IN WATER RESOURCES