Improving Monsoon Precipitation Prediction Using Combined Convolutional and Long Short Term Memory Neural Network

Improving Precipitation Estimation Using Convolutional Neural Network

(2019) Baoxiang Pan et al.   WATER RESOURCES RESEARCH

A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran

(2018) Khabat Khosravi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Is precipitation a good metric for model performance?

(2018) Francisco J. Tapiador et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Flood Prediction Using Machine Learning Models: Literature Review

(2018) Amir Mosavi et al.   Water

An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines

(2018) Bahram Choubin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Establishing a rainfall threshold for flash flood warnings in China’s mountainous areas based on a distributed hydrological model

(2016) Qinghua Miao et al.   JOURNAL OF HYDROLOGY

Information Analysis of Catchment Hydrologic Patterns across Temporal Scales

(2016) Baoxiang Pan et al.   Advances in Meteorology

Validation and comparison of a new gauge-based precipitation analysis over mainland China

(2015) Yan Shen et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

The quiet revolution of numerical weather prediction

(2015) Peter Bauer et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

A distributed scheme developed for eco-hydrological modeling in the upper Heihe River

(2014) DaWen Yang et al.   Science China-Earth Sciences

Development of a China Dataset of Soil Hydraulic Parameters Using Pedotransfer Functions for Land Surface Modeling

(2013) Yongjiu Dai et al.   JOURNAL OF HYDROMETEOROLOGY

A nonparametric kernel regression model for downscaling multisite daily precipitation in the Mahanadi basin

(2013) S. Kannan et al.   WATER RESOURCES RESEARCH

SVM-PGSL coupled approach for statistical downscaling to predict rainfall from GCM output

(2011) Subimal Ghosh   JOURNAL OF GEOPHYSICAL RESEARCH

Projecting changes in future heavy rainfall events for Oahu, Hawaii: A statistical downscaling approach

(2011) Chase W. Norton et al.   JOURNAL OF GEOPHYSICAL RESEARCH

The ERA-Interim reanalysis: configuration and performance of the data assimilation system

(2011) D. P. Dee et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Dreary state of precipitation in global models

(2010) Graeme L. Stephens et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Role of predictors in downscaling surface temperature to river basin in India for IPCC SRES scenarios using support vector machine

(2008) Aavudai Anandhi et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

A Statistical Downscaling Model for Southern Australia Winter Rainfall

(2008) Yun Li et al.   JOURNAL OF CLIMATE

Long lead monsoon rainfall prediction for meteorological sub-divisions of India using deterministic artificial neural network model

(2008) P. Guhathakurta   METEOROLOGY AND ATMOSPHERIC PHYSICS

Downscaling precipitation to river basin in India for IPCC SRES scenarios using support vector machine

(2007) Aavudai Anandhi et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY