Related references
Note: Only part of the references are listed.Application of effective drought index for quantification of meteorological drought events: a case study in Australia
Ravinesh C. Deo et al.
THEORETICAL AND APPLIED CLIMATOLOGY (2017)
Wavelet-multivariate relevance vector machine hybrid model for forecasting daily evapotranspiration
Roula Bachour et al.
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2016)
Coupling machine learning methods with wavelet transforms and the bootstrap and boosting ensemble approaches for drought prediction
A. Belayneh et al.
ATMOSPHERIC RESEARCH (2016)
Bootstrap rank-ordered conditional mutual information (broCMI): A nonlinear input variable selection method for water resources modeling
John Quilty et al.
WATER RESOURCES RESEARCH (2016)
Using wavelet transforms to estimate surface temperature trends and dominant periodicities in Iran based on gridded reanalysis data
A. Araghi et al.
ATMOSPHERIC RESEARCH (2015)
ANN-based interval forecasting of streamflow discharges using the LUBE method and MOFIPS
Riccardo Taormina et al.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2015)
A novel hybrid neural network based on continuity equation and fuzzy pattern-recognition for downstream daily river discharge forecasting
Xiao-yun Chen et al.
JOURNAL OF HYDROINFORMATICS (2015)
Comparing various artificial neural network types for water temperature prediction in rivers
Adam P. Piotrowski et al.
JOURNAL OF HYDROLOGY (2015)
Extreme Learning Machines: A new approach for prediction of reference evapotranspiration
Shafika Sultan Abdullah et al.
JOURNAL OF HYDROLOGY (2015)
Are hybrid models integrated with data preprocessing techniques suitable for monthly streamflow forecasting? Some experiment evidences
Xiaoli Zhang et al.
JOURNAL OF HYDROLOGY (2015)
Drought prediction till 2100 under RCP 8.5 climate change scenarios for Korea
Chang-Kyun Park et al.
JOURNAL OF HYDROLOGY (2015)
Neural network river forecasting through baseflow separation and binary-coded swarm optimization
Riccardo Taormina et al.
JOURNAL OF HYDROLOGY (2015)
Modeling of groundwater level fluctuations using dendrochronology in alluvial aquifers
V. Gholami et al.
JOURNAL OF HYDROLOGY (2015)
Data-driven input variable selection for rainfall-runoff modeling using binary-coded particle swarm optimization and Extreme Learning Machines
Riccardo Taormina et al.
JOURNAL OF HYDROLOGY (2015)
Trends in extreme learning machines: A review
Gao Huang et al.
NEURAL NETWORKS (2015)
Daily precipitation predictions using three different wavelet neural network algorithms by meteorological data
Turgay Partal et al.
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2015)
Improving Forecasting Accuracy of Annual Runoff Time Series Using ARIMA Based on EEMD Decomposition
Wen-chuan Wang et al.
WATER RESOURCES MANAGEMENT (2015)
High-Performance Extreme Learning Machines: A Complete Toolbox for Big Data Applications
Anton Akusok et al.
IEEE ACCESS (2015)
Hydrological drought explained
Anne F. Van Loon
WILEY INTERDISCIPLINARY REVIEWS-WATER (2015)
Input selection and optimisation for monthly rainfall forecasting in Queensland, Australia, using artificial neural networks
John Abbot et al.
ATMOSPHERIC RESEARCH (2014)
Accurate precipitation prediction with support vector classifiers: A study including novel predictive variables and observational data
E. G. Ortiz-Garcia et al.
ATMOSPHERIC RESEARCH (2014)
Development of an artificial neural network based multi-model ensemble to estimate the northeast monsoon rainfall over south peninsular India: an application of extreme learning machine
Nachiketa Acharya et al.
CLIMATE DYNAMICS (2014)
Nelder-Mead Simplex Optimization Routine for Large-Scale Problems: A Distributed Memory Implementation
Kyle Klein et al.
COMPUTATIONAL ECONOMICS (2014)
Modeling of daily pan evaporation in sub tropical climates using ANN, LS-SVR, Fuzzy Logic, and ANFIS
Manish Kumar Goyal et al.
EXPERT SYSTEMS WITH APPLICATIONS (2014)
Application of extreme learning machine for estimating solar radiation from satellite data
Mehmet Sahin et al.
INTERNATIONAL JOURNAL OF ENERGY RESEARCH (2014)
Multi-step streamflow forecasting using data-driven non-linear methods in contrasting climate regimes
Daniel J. Karran et al.
JOURNAL OF HYDROINFORMATICS (2014)
Long-term SPI drought forecasting in the Awash River Basin in Ethiopia using wavelet neural network and wavelet support vector regression models
A. Belayneh et al.
JOURNAL OF HYDROLOGY (2014)
Applications of hybrid wavelet-Artificial Intelligence models in hydrology: A review
Vahid Nourani et al.
JOURNAL OF HYDROLOGY (2014)
Monthly discharge forecasting using wavelet neural networks with extreme learning machine
Li BaoJian et al.
SCIENCE CHINA-TECHNOLOGICAL SCIENCES (2014)
Intermittent Streamflow Forecasting and Extreme Event Modelling using Wavelet based Artificial Neural Networks
Jaydip J. Makwana et al.
WATER RESOURCES MANAGEMENT (2014)
Effect of Utilization of Discrete Wavelet Components on Flood Forecasting Performance of Wavelet Based ANFIS Models
Vinit Sehgal et al.
WATER RESOURCES MANAGEMENT (2014)
Artificial neural networks models for predicting effective drought index: Factoring effects of rainfall variability
Muthoni Masinde
MITIGATION AND ADAPTATION STRATEGIES FOR GLOBAL CHANGE (2014)
Comparison of ANN and MLR models for estimating solar radiation in Turkey using NOAA/AVHRR data
Mehmet Sahin et al.
ADVANCES IN SPACE RESEARCH (2013)
Trend detection in surface air temperature in Ontario and Quebec, Canada during 1967-2006 using the discrete wavelet transform
D. Nalley et al.
ATMOSPHERIC RESEARCH (2013)
Multiple regression and Artificial Neural Network for long-term rainfall forecasting using large scale climate modes
F. Mekanik et al.
JOURNAL OF HYDROLOGY (2013)
Multiscale streamflow forecasting using a new Bayesian Model Average based ensemble multi-wavelet Volterra nonlinear method
Maheswaran Rathinasamy et al.
JOURNAL OF HYDROLOGY (2013)
Multi-lead ahead prediction model of reference evapotranspiration utilizing ANN with ensemble procedure
Ahmed El-Shafie et al.
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2013)
Urban water demand forecasting and uncertainty assessment using ensemble wavelet-bootstrap-neural network models
Mukesh K. Tiwari et al.
WATER RESOURCES RESEARCH (2013)
Towards adaptive and integrated management paradigms to meet the challenges of water governance
J. Halbe et al.
WATER SCIENCE AND TECHNOLOGY (2013)
Wavelet regression models for predicting flood stages in rivers: a case study in Eastern India
R. R. Sahay et al.
JOURNAL OF FLOOD RISK MANAGEMENT (2013)
Application of artificial neural networks to rainfall forecasting in Queensland, Australia
John Abbot et al.
ADVANCES IN ATMOSPHERIC SCIENCES (2012)
Modelling of air temperature using remote sensing and artificial neural network in Turkey
Mehmet Sahin
ADVANCES IN SPACE RESEARCH (2012)
Rainfall-runoff modeling using least squares support vector machines
Umut Okkan et al.
ENVIRONMETRICS (2012)
Extreme Learning Machine for Regression and Multiclass Classification
Guang-Bin Huang et al.
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS (2012)
Comparison of multi-monthly rainfall-based drought severity indices, with application to semi-arid Konya closed basin, Turkey
Selim Dogan et al.
JOURNAL OF HYDROLOGY (2012)
Using discrete wavelet transforms to analyze trends in streamflow and precipitation in Quebec and Ontario (1954-2008)
D. Nalley et al.
JOURNAL OF HYDROLOGY (2012)
Comparison of multiple linear and nonlinear regression, autoregressive integrated moving average, artificial neural network, and wavelet artificial neural network methods for urban water demand forecasting in Montreal, Canada
Jan Adamowski et al.
WATER RESOURCES RESEARCH (2012)
Nonparametric methods for drought severity estimation at ungauged sites
S. Sadri et al.
WATER RESOURCES RESEARCH (2012)
Standard Precipitation Index Drought Forecasting Using Neural Networks, Wavelet Neural Networks, and Support Vector Regression
A. Belayneh et al.
APPLIED COMPUTATIONAL INTELLIGENCE AND SOFT COMPUTING (2012)
Land use and land cover classification over a large area in Iran based on single date analysis of satellite imagery
Hossein Saadat et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2011)
A Spatiotemporal Analysis of Historical Droughts in Korea
Do-Woo Kim et al.
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY (2011)
A new wavelet-bootstrap-ANN hybrid model for daily discharge forecasting
Mukesh K. Tiwari et al.
JOURNAL OF HYDROINFORMATICS (2011)
A wavelet-support vector machine conjunction model for monthly streamflow forecasting
Ozgur Kisi et al.
JOURNAL OF HYDROLOGY (2011)
A wavelet neural network conjunction model for groundwater level forecasting
Jan Adamowski et al.
JOURNAL OF HYDROLOGY (2011)
Drought modeling - A review
Ashok K. Mishra et al.
JOURNAL OF HYDROLOGY (2011)
Methods used for the development of neural networks for the prediction of water resource variables in river systems: Current status and future directions
Holger R. Maier et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2010)
Potential of support vector regression for prediction of monthly streamflow using endogenous property
Rajib Maity et al.
HYDROLOGICAL PROCESSES (2010)
Prediction of daily suspended sediment load using wavelet and neuro-fuzzy combined model
T. Rajaee et al.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY (2010)
A hybrid model coupled with singular spectrum analysis for daily rainfall prediction
K. W. Chau et al.
JOURNAL OF HYDROINFORMATICS (2010)
Comparing Sigmoid Transfer Functions for Neural Network Multistep Ahead Streamflow Forecasting
H. Yonaba et al.
JOURNAL OF HYDROLOGIC ENGINEERING (2010)
Comparison of Multivariate Regression and Artificial Neural Networks for Peak Urban Water-Demand Forecasting: Evaluation of Different ANN Learning Algorithms
Jan Adamowski et al.
JOURNAL OF HYDROLOGIC ENGINEERING (2010)
Development of a coupled wavelet transform and neural network method for flow forecasting of non-perennial rivers in semi-arid watersheds
Jan Adamowski et al.
JOURNAL OF HYDROLOGY (2010)
Development of an accurate and reliable hourly flood forecasting model using wavelet-bootstrap-ANN (WBANN) hybrid approach
Mukesh K. Tiwari et al.
JOURNAL OF HYDROLOGY (2010)
Prediction of rainfall time series using modular artificial neural networks coupled with data-preprocessing techniques
C. L. Wu et al.
JOURNAL OF HYDROLOGY (2010)
A review of drought concepts
Ashok K. Mishra et al.
JOURNAL OF HYDROLOGY (2010)
Application of linear stochastic models for drought forecasting in the Buyuk Menderes river basin, western Turkey
Omer Faruk Durdu
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2010)
High-quality spatial climate data-sets for Australia
David A. Jones et al.
AUSTRALIAN METEOROLOGICAL AND OCEANOGRAPHIC JOURNAL (2009)
A continent under stress: interactions, feedbacks and risks associated with impact of modified land cover on Australia's climate
C. A. Mcalpine et al.
GLOBAL CHANGE BIOLOGY (2009)
Development of a new method of wavelet aided trend detection and estimation
Kaz Adamowski et al.
HYDROLOGICAL PROCESSES (2009)
Evaluation, modification, and application of the Effective Drought Index to 200-Year drought climatology of Seoul, Korea
Do-Woo Kim et al.
JOURNAL OF HYDROLOGY (2009)
Methods to improve neural network performance in daily flows prediction
C. L. Wu et al.
JOURNAL OF HYDROLOGY (2009)
Future pattern of Asian drought under global warming scenario
Do-Woo Kim et al.
THEORETICAL AND APPLIED CLIMATOLOGY (2009)
A Multivariate ANN-Wavelet Approach for Rainfall-Runoff Modeling
Vahid Nourani et al.
WATER RESOURCES MANAGEMENT (2009)
Non-linear variable selection for artificial neural networks using partial mutual information
Robert J. May et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2008)
Study of indices for drought characterization in KBK districts in Orissa (India)
R. P. Pandey et al.
HYDROLOGICAL PROCESSES (2008)
River flow forecasting and estimation using different artificial neural network techniques
Oezguer Kisi
HYDROLOGY RESEARCH (2008)
Development of a short-term river flood forecasting method for snowmelt driven floods based on wavelet and cross-wavelet analysis
Jan F. Adarnowski
JOURNAL OF HYDROLOGY (2008)
Drought forecasting using artificial neural networks and time series of drought indices
Saeid Morid et al.
INTERNATIONAL JOURNAL OF CLIMATOLOGY (2007)
Wavelet and neuro-fuzzy conjunction model for precipitation forecasting
Turgay Partal et al.
JOURNAL OF HYDROLOGY (2007)
Comparison of neural network methods for infilling missing daily weather records
P. Coulibaly et al.
JOURNAL OF HYDROLOGY (2007)
HydroTest: A web-based toolbox of evaluation metrics for the standardised assessment of hydrological forecasts
C. W. Dawson et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2007)
Extreme learning machine: Theory and applications
Guang-Bin Huang et al.
NEUROCOMPUTING (2006)
Wavelet regression technique for streamflow prediction
Murat Kuecuek et al.
JOURNAL OF APPLIED STATISTICS (2006)
Support vector regression for real-time flood stage forecasting
Pao-Shan Yu et al.
JOURNAL OF HYDROLOGY (2006)
Comparison of seven meteorological indices for drought monitoring in Iran
S Morid et al.
INTERNATIONAL JOURNAL OF CLIMATOLOGY (2006)
Application of support vector machine in lake water level prediction
MS Khan et al.
JOURNAL OF HYDROLOGIC ENGINEERING (2006)
Global observed changes in daily climate extremes of temperature and precipitation
LV Alexander et al.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2006)
Artificial neural network models of daily pan evaporation
ME Keskin et al.
JOURNAL OF HYDROLOGIC ENGINEERING (2006)
Drought forecasting using stochastic models
AK Mishra et al.
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2005)
Estimation and forecasting of daily suspended sediment data by multi-layer perceptrons
HK Cigizoglu
ADVANCES IN WATER RESOURCES (2004)
Comparison of two approaches for downscaling synoptic atmospheric patterns to multisite precipitation occurrence
R Mehrotra et al.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2004)
An exploration of artificial neural network rainfall-runoff forecasting combined with wavelet decomposition
F Anctil et al.
JOURNAL OF ENVIRONMENTAL ENGINEERING AND SCIENCE (2004)
Asymptotic behaviors of support vector machines with Gaussian kernel
SS Keerthi et al.
NEURAL COMPUTATION (2003)
Learning capability and storage capacity of two-hidden-layer feedforward networks
GB Huang
IEEE TRANSACTIONS ON NEURAL NETWORKS (2003)
Nonlinear model for drought forecasting based on a conjunction of wavelet transforms and neural networks
TW Kim et al.
JOURNAL OF HYDROLOGIC ENGINEERING (2003)
Weighted least squares support vector machines: robustness and sparse approximation
JAK Suykens et al.
NEUROCOMPUTING (2002)
A data-driven algorithm for constructing artificial neural network rainfall-runoff models
KP Sudheer et al.
HYDROLOGICAL PROCESSES (2002)
Defining three rainy seasons and the hydrological summer monsoon in Korea using available water resources index
HR Byun et al.
JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN (2002)
Rainfall-runoff relations for karstic springs. Part II: continuous wavelet and discrete orthogonal multiresolution
D Labat et al.
JOURNAL OF HYDROLOGY (2000)
Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications
HR Maier et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2000)
Share Paper
