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Deep learning with autoencoders and LSTM for ENSO forecasting

Climate dynamics, 2024-06, Vol.62 (6), p.5683-5697

2024

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Correction: Deep learning with autoencoders and LSTM for ENSO forecasting

Climate dynamics, 2024-06, Vol.62 (6), p.5699-5699

2024

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On the use of Procrustes target analysis for validation of modeled precipitation modes

Climate dynamics, 2023-12, Vol.61 (11-12), p.5065-5089

2023

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Non-linear modes of global sea surface temperature variability and their relationships with global precipitation and temperature

Environmental research letters, 2024-02, Vol.19 (2), p.24001

2024

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Subseasonal-to-Seasonal Extreme Precipitation Events in the Contiguous United States: Generation of a Database and Climatology

Journal of climate, 2021-09, Vol.34 (18), p.7571-7586

2021

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Inadequacy of the extrapolation-length method for modeling the interface of a ferroelectric–graphene heterostructure

Journal of applied physics, 2019-05, Vol.125 (18)

2019

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Ferroelectric system dynamics simulated by a second-order Landau model

Journal of applied physics, 2017-09, Vol.122 (9)

2017

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Climatology of 500‐hPa geopotential height anomalies associated with May tornado outbreaks in the United States

International journal of climatology, 2023-02, Vol.43 (2), p.893-913

2023

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Can principal component analysis provide atmospheric circulation or teleconnection patterns?

International journal of climatology, 2008-05, Vol.28 (6), p.703-726

2008

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Seasonal Tropical Cyclone Predictions Using Optimized Combinations of ENSO Regions: Application to the Coral Sea Basin

Journal of climate, 2014-11, Vol.27 (22), p.8527-8542

2014

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Synoptic Composites of Tornadic and Nontornadic Outbreaks

Monthly weather review, 2012-08, Vol.140 (8), p.2590-2608

2012

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Seasonal-to-Interannual Variability of Ethiopia/Horn of Africa Monsoon. Part II: Statistical Multimodel Ensemble Rainfall Predictions

Journal of climate, 2015-05, Vol.28 (9), p.3511-3536

2015

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Constructing an Efficient Machine Learning Model for Tornado Prediction

International journal of information technology & decision making, 2020-08, Vol.19 (5), p.1177-1187

2020

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The 2015-2017 Cape Town Drought: Attribution and Prediction Using Machine Learning

Procedia computer science, 2018, Vol.140, p.248-257

2018

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Interannual Variability of Tropical Cyclones in the Australian Region: Role of Large-Scale Environment

Journal of climate, 2008-03, Vol.21 (5), p.1083-1103

2008

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A Place‐Based Approach to Drought Forecasting in South‐Central Oklahoma

Earth and space science (Hoboken, N.J.), 2022-10, Vol.9 (10), p.e2022EA002315-n/a

2022

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Weekly precipitation cycles? Lack of evidence from United States surface stations

Geophysical research letters, 2007-11, Vol.34 (22), p.L22815-n/a

2007

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Reducing Tropical Cyclone Prediction Errors Using Machine Learning Approaches

Procedia computer science, 2017, Vol.114, p.314-323

2017

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Objective Classification of Tornadic and Nontornadic Severe Weather Outbreaks

Monthly weather review, 2009-12, Vol.137 (12), p.4355-4368

2009

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Machine-learning classifiers for imbalanced tornado data

Computational management science, 2014-10, Vol.11 (4), p.403-418

2014

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Range-Correcting Azimuthal Shear in Doppler Radar Data

Weather and forecasting, 2013-02, Vol.28 (1), p.194-211

2013

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Classification and regionalization through kernel principal component analysis

Physics and chemistry of the earth. Parts A/B/C, 2010, Vol.35 (9), p.316-328

2010

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Spatial coherence of rainfall variations using the Oklahoma Mesonet

International journal of climatology, 2012-05, Vol.32 (6), p.843-853

2012

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Evaluation of WRF Model Simulations of Tornadic and Nontornadic Outbreaks Occurring in the Spring and Fall

Monthly weather review, 2010-11, Vol.138 (11), p.4098-4119

2010

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On the Application of Cluster Analysis to Growing Season Precipitation Data in North America East of the Rockies

Journal of climate, 1995-04, Vol.8 (4), p.897-931

1995

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Deep learning with autoencoders and LSTM for ENSO forecasting

Correction: Deep learning with autoencoders and LSTM for ENSO forecasting

On the use of Procrustes target analysis for validation of modeled precipitation modes

Non-linear modes of global sea surface temperature variability and their relationships with global precipitation and temperature

Subseasonal-to-Seasonal Extreme Precipitation Events in the Contiguous United States: Generation of a Database and Climatology

Inadequacy of the extrapolation-length method for modeling the interface of a ferroelectric–graphene heterostructure

Ferroelectric system dynamics simulated by a second-order Landau model

Climatology of 500‐hPa geopotential height anomalies associated with May tornado outbreaks in the United States

Can principal component analysis provide atmospheric circulation or teleconnection patterns?

Seasonal Tropical Cyclone Predictions Using Optimized Combinations of ENSO Regions: Application to the Coral Sea Basin

Synoptic Composites of Tornadic and Nontornadic Outbreaks

Seasonal-to-Interannual Variability of Ethiopia/Horn of Africa Monsoon. Part II: Statistical Multimodel Ensemble Rainfall Predictions

Constructing an Efficient Machine Learning Model for Tornado Prediction

The 2015-2017 Cape Town Drought: Attribution and Prediction Using Machine Learning

Interannual Variability of Tropical Cyclones in the Australian Region: Role of Large-Scale Environment

A Place‐Based Approach to Drought Forecasting in South‐Central Oklahoma

Weekly precipitation cycles? Lack of evidence from United States surface stations

Reducing Tropical Cyclone Prediction Errors Using Machine Learning Approaches

Objective Classification of Tornadic and Nontornadic Severe Weather Outbreaks

Machine-learning classifiers for imbalanced tornado data

Range-Correcting Azimuthal Shear in Doppler Radar Data

Classification and regionalization through kernel principal component analysis

Spatial coherence of rainfall variations using the Oklahoma Mesonet

Evaluation of WRF Model Simulations of Tornadic and Nontornadic Outbreaks Occurring in the Spring and Fall

On the Application of Cluster Analysis to Growing Season Precipitation Data in North America East of the Rockies

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