Developing reservoir monthly inflow forecasts using artificial intelligence and climate phenomenon information

Predictability of horizontal water vapor transport relative to precipitation: Enhancing situational awareness for forecasting western U.S. extreme precipitation and flooding

(2016) David A. Lavers et al.   GEOPHYSICAL RESEARCH LETTERS

Forecasting daily streamflow using online sequential extreme learning machines

(2016) Aranildo R. Lima et al.   JOURNAL OF HYDROLOGY

Regime-shifting streamflow processes: Implications for water supply reservoir operations

(2016) S. W. D. Turner et al.   WATER RESOURCES RESEARCH

Simulating California reservoir operation using the classification and regression-tree algorithm combined with a shuffled cross-validation scheme

(2016) Tiantian Yang et al.   WATER RESOURCES RESEARCH

One-Day-Ahead Streamflow Forecasting Using Artificial Neural Networks and a Meteorological Mesoscale Model

(2015) Alvaro Linares-Rodriguez et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Artificial intelligence based models for stream-flow forecasting: 2000–2015

(2015) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

A comparison of Artificial Neural Networks (ANN) and Local Linear Regression (LLR) techniques for predicting monthly reservoir levels

(2015) Muhammad Ali Shamim et al.   KSCE Journal of Civil Engineering

Filling the gaps: Calibrating a rainfall-runoff model using satellite-derived surface water extent

(2015) Beatriz Revilla-Romero et al.   REMOTE SENSING OF ENVIRONMENT

Heuristic Methods for Reservoir Monthly Inflow Forecasting: A Case Study of Xinfengjiang Reservoir in Pearl River, China

(2015) Chun-Tian Cheng et al.   Water

Variable selection by Random Forests using data with missing values

(2014) A. Hapfelmeier et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Biases of April 1 snow water equivalent records in the Sierra Nevada and their associations with large-scale climate indices

(2014) E. L. Montoya et al.   GEOPHYSICAL RESEARCH LETTERS

Prediction of regional streamflow frequency using model tree ensembles

(2014) Spencer Schnier et al.   JOURNAL OF HYDROLOGY

Application of artificial neural network, fuzzy logic and decision tree algorithms for modelling of streamflow at Kasol in India

(2013) A. R. Senthil kumar et al.   WATER SCIENCE AND TECHNOLOGY

Using large-scale climatic patterns for improving long lead time streamflow forecasts for Gunnison and San Juan River Basins

(2012) Ajay Kalra et al.   HYDROLOGICAL PROCESSES

Advancing monthly streamflow prediction accuracy of CART models using ensemble learning paradigms

(2012) Halil Ibrahim Erdal et al.   JOURNAL OF HYDROLOGY

Discretized and Continuous Target Fields for the Reservoir Release Rules During Floods

(2012) Chih-Chiang Wei   WATER RESOURCES MANAGEMENT

Application of ANN, Fuzzy Logic and Decision Tree Algorithms for the Development of Reservoir Operating Rules

(2012) A. R. Senthil kumar et al.   WATER RESOURCES MANAGEMENT

Building more realistic reservoir optimization models using data mining – A case study of Shelbyville Reservoir

(2011) Mohamad I. Hejazi et al.   ADVANCES IN WATER RESOURCES

Evolutionary artificial neural networks: a review

(2011) Shifei Ding et al.   ARTIFICIAL INTELLIGENCE REVIEW

Historical and National Perspectives on Extreme West Coast Precipitation Associated with Atmospheric Rivers during December 2010

(2011) F. M. Ralph et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Monthly streamflow forecasting based on improved support vector machine model

(2011) Jun Guo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Climate Change, Atmospheric Rivers, and Floods in California - A Multimodel Analysis of Storm Frequency and Magnitude Changes1

(2011) Michael Dettinger   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

Atmospheric Rivers, Floods and the Water Resources of California

(2011) Michael D. Dettinger et al.   Water

A new node splitting measure for decision tree construction

(2010) B. Chandra et al.   PATTERN RECOGNITION

Input variable selection for water resources systems using a modified minimum redundancy maximum relevance (mMRMR) algorithm

(2009) Mohamad I. Hejazi et al.   ADVANCES IN WATER RESOURCES

Species Distribution Models: Ecological Explanation and Prediction Across Space and Time

(2009) Jane Elith et al.   Annual Review of Ecology Evolution and Systematics

Atmospheric rivers induced heavy precipitation and flooding in the western U.S. simulated by the WRF regional climate model

(2009) L. Ruby Leung et al.   GEOPHYSICAL RESEARCH LETTERS

Potential of support vector regression for prediction of monthly streamflow using endogenous property

(2009) Rajib Maity 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

Optimal tree-based release rules for real-time flood control operations on a multipurpose multireservoir system

(2008) Chih-Chiang Wei et al.   JOURNAL OF HYDROLOGY