A New Hybrid Machine Learning Model for Short-Term Climate Prediction by Performing Classification Prediction and Regression Prediction Simultaneously

The area prediction of western North Pacific Subtropical High in summer based on Gaussian Naive Bayes

(2022) Deqian Li et al.   CLIMATE DYNAMICS

Summer precipitation prediction in eastern China based on machine learning

(2022) Peiyi Fan et al.   CLIMATE DYNAMICS

Markov Chain Monte Carlo simulation and regression approach guided by El Niño–Southern Oscillation to model the tropical cyclone occurrence over the Bay of Bengal

(2021) Md Wahiduzzaman et al.   CLIMATE DYNAMICS

Machine Learning Models for the Seasonal Forecast of Winter Surface Air Temperature in North America

(2020) Qi Feng Qian et al.   Earth and Space Science

Decisive atmospheric circulation indices for July–August precipitation in North China based on tree models

(2019) Xuan Tong et al.   JOURNAL OF HYDROMETEOROLOGY

Deep learning for multi-year ENSO forecasts

(2019) Yoo-Geun Ham et al.   NATURE

Complexity-based approach for El Niño magnitude forecasting before the spring predictability barrier

(2019) Jun Meng et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Precipitation forecasting using classification and regression trees (CART) model: a comparative study of different approaches

(2018) Bahram Choubin et al.   Environmental Earth Sciences

Circulation features associated with the record‐ breaking rainfall over South China in June 2017

(2018) Jianqi Sun et al.   JOURNAL OF CLIMATE

Enhanced biennial variability in the Pacific due to Atlantic capacitor effect

(2017) Lei Wang et al.   Nature Communications

Deep feature weighting for naive Bayes and its application to text classification

(2016) Liangxiao Jiang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Probabilistic forecasting of seasonal drought behaviors in the Huai River basin, China

(2016) Mingzhong Xiao et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Landslide susceptibility assesssment in the Uttarakhand area (India) using GIS: a comparison study of prediction capability of naïve bayes, multilayer perceptron neural networks, and functional trees methods

(2015) Binh Thai Pham et al.   THEORETICAL AND APPLIED CLIMATOLOGY

The key oceanic regions responsible for the interannual variability of the western North Pacific subtropical high and associated mechanisms

(2015) Chao He et al.   Journal of Meteorological Research

Prediction of Meiyu rainfall in Taiwan by multi-lead physical–empirical models

(2014) So-Young Yim et al.   CLIMATE DYNAMICS

Enhanced relationship between the tropical Atlantic SST and the summertime western North Pacific subtropical high after the early 1980s

(2014) Chi-Cherng Hong et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Prediction of early summer rainfall over South China by a physical-empirical model

(2013) So-Young Yim et al.   CLIMATE DYNAMICS

How can anomalous western North Pacific Subtropical High intensify in late summer?

(2013) Baoqiang Xiang et al.   GEOPHYSICAL RESEARCH LETTERS

Subtropical High predictability establishes a promising way for monsoon and tropical storm predictions

(2013) B. Wang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Prediction of extreme rainfall event using weather pattern recognition and support vector machine classifier

(2013) Munir Ahmad Nayak et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Interdecadal variations of the western Pacific subtropical high and surface heat flux over East Asia and their relationship

(2011) Mi Yan et al.   Acta Meteorologica Sinica

Linking Observations of the Asian Monsoon to the Indian Ocean SST: Possible Roles of Indian Ocean Basin Mode and Dipole Mode

(2010) Jianling Yang et al.   JOURNAL OF CLIMATE

An empirical seasonal prediction model of the east Asian summer monsoon using ENSO and NAO

(2009) Zhiwei Wu et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Indian Ocean Capacitor Effect on Indo–Western Pacific Climate during the Summer following El Niño

(2008) Shang-Ping Xie et al.   JOURNAL OF CLIMATE