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Performance Comparison of an LSTM-based Deep Learning Model versus Conventional Machine Learning Algorithms for Streamflow Forecasting

Water resources management, 2021-09, Vol.35 (12), p.4167-4187

2021

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Changing Frequency and Intensity of Rainfall Extremes over India from 1951 to 2003

Journal of climate, 2009-09, Vol.22 (18), p.4737-4746

2009

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Integrating nonstationary behaviors of typhoon and non-typhoon extreme rainfall events in East Asia

Scientific reports, 2017-07, Vol.7 (1), p.5097-9, Article 5097

2017

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A Hybrid Approach Combining Conceptual Hydrological Models, Support Vector Machines and Remote Sensing Data for Rainfall-Runoff Modeling

Remote sensing (Basel, Switzerland), 2020-06, Vol.12 (11), p.1801

2020

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A Bayesian partial pooling approach to mean field bias correction of weather radar rainfall estimates: Application to Osungsan weather radar in South Korea

Journal of hydrology (Amsterdam), 2018-10, Vol.565, p.14-26

2018

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Drought in South Asia: A Review of Drought Assessment and Prediction in South Asian Countries

Atmosphere, 2021-03, Vol.12 (3), p.369

2021

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Valorization of sewage sludge via non-catalytic transesterification

Environment international, 2019-10, Vol.131, p.105035-105035, Article 105035

2019

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Regional characterization of meteorological and agricultural drought in Baluchistan province, Pakistan

PloS one, 2024-08, Vol.19 (8), p.e0307147

2024

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Investigating the influence of natural events and anthropogenic activities on hydrological drought in South Korea

TAO : Terrestrial, atmospheric, and oceanic sciences, 2020-02, Vol.31 (1), p.85-96

2020

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Evaluation and selection of CMIP6 GCMs for long-term hydrological projections based on spatial performance assessment metrics across South Korea

Journal of water and climate change, 2023-08, Vol.14 (8), p.2663-2679

2023

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Bias correction of daily precipitation over South Korea from the long-term reanalysis using a composite Gamma-Pareto distribution approach

Hydrology Research, 2019-08, Vol.50 (4), p.1138-1161

2019

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Changes in extreme rainfall and its implications for design rainfall using a Bayesian quantile regression approach

Hydrology Research, 2020-08, Vol.51 (4), p.699-719

2020

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Impact of Anthropogenic Warming on Future Unprecedented Droughts in California: Insights From Multiple Indices and Multi‐Model Projections

Earth's future, 2024-01, Vol.12 (1), p.n/a

2024

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Predictability of Coastal Extreme Wave Heights Based on a Nonstationary Hierarchical Bayesian Model: The Role of the Sea Surface Temperature

Journal of coastal research, 2021-10, Vol.114 (sp1)

2021

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A new drought monitoring approach using three-dimensional drought properties based on a dynamic drought detection technique algorithm

Journal of hydrology. Regional studies, 2022-12, Vol.44, p.101270, Article 101270

2022

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A review on water governance in Sri Lanka: the lessons learnt for future water policy formulation

Water policy, 2021-04, Vol.23 (2), p.255-273

2021

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Uncertainty Quantification of Water Level Predictions from Radar‐based Areal Rainfall Using an Adaptive MCMC Algorithm

Water resources management, 2021-05, Vol.35 (7), p.2197-2213

2021

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Comprehensive drought risk assessment using structural equation modeling and objective weighting methods

Journal of hydrology. Regional studies, 2023-12, Vol.50, p.101538, Article 101538

2023

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Categorization of precipitation changes in China under 1.5 °C and 3 °C global warming using the bivariate joint distribution from a multi-model perspective

Environmental research letters, 2020-12, Vol.15 (12), p.124043

2020

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Bias-correction schemes for calibrated flow in a conceptual hydrological model

Hydrology Research, 2021-02, Vol.52 (1), p.196-211

2021

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Exploring the Combined Risk of Sea Level Rise and Storm Surges Using a Bayesian Network Model: Application to Saemangeum Seawall

Journal of coastal research, 2021-10, Vol.114 (sp1)

2021

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A Nonstationary Wind Speed Frequency Model over South Korea: In the Context of Bayesian Mixture Distribution Model

Journal of coastal research, 2021-10, Vol.114 (sp1)

2021

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Five Decadal Trends in Averages and Extremes of Rainfall and Temperature in Sri Lanka

Advances in meteorology, 2018-01, Vol.2018 (2018), p.1-13

2018

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Wildfire Detection Powered by Involutional Neural Network and Multitask Learning With Dark Channel Prior Technique

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.19095-19114

2024

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Precipitation ensembles conforming to natural variations derived from a regional climate model using a new bias correction scheme

Hydrology and earth system sciences, 2016-05, Vol.20 (5), p.2019-2034

2016

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Performance Comparison of an LSTM-based Deep Learning Model versus Conventional Machine Learning Algorithms for Streamflow Forecasting

Changing Frequency and Intensity of Rainfall Extremes over India from 1951 to 2003

Integrating nonstationary behaviors of typhoon and non-typhoon extreme rainfall events in East Asia

A Hybrid Approach Combining Conceptual Hydrological Models, Support Vector Machines and Remote Sensing Data for Rainfall-Runoff Modeling

A Bayesian partial pooling approach to mean field bias correction of weather radar rainfall estimates: Application to Osungsan weather radar in South Korea

Drought in South Asia: A Review of Drought Assessment and Prediction in South Asian Countries

Valorization of sewage sludge via non-catalytic transesterification

Regional characterization of meteorological and agricultural drought in Baluchistan province, Pakistan

Investigating the influence of natural events and anthropogenic activities on hydrological drought in South Korea

Evaluation and selection of CMIP6 GCMs for long-term hydrological projections based on spatial performance assessment metrics across South Korea

Bias correction of daily precipitation over South Korea from the long-term reanalysis using a composite Gamma-Pareto distribution approach

Changes in extreme rainfall and its implications for design rainfall using a Bayesian quantile regression approach

Impact of Anthropogenic Warming on Future Unprecedented Droughts in California: Insights From Multiple Indices and Multi‐Model Projections

Predictability of Coastal Extreme Wave Heights Based on a Nonstationary Hierarchical Bayesian Model: The Role of the Sea Surface Temperature

A new drought monitoring approach using three-dimensional drought properties based on a dynamic drought detection technique algorithm

A review on water governance in Sri Lanka: the lessons learnt for future water policy formulation

Uncertainty Quantification of Water Level Predictions from Radar‐based Areal Rainfall Using an Adaptive MCMC Algorithm

Comprehensive drought risk assessment using structural equation modeling and objective weighting methods

Categorization of precipitation changes in China under 1.5 °C and 3 °C global warming using the bivariate joint distribution from a multi-model perspective

Bias-correction schemes for calibrated flow in a conceptual hydrological model

Exploring the Combined Risk of Sea Level Rise and Storm Surges Using a Bayesian Network Model: Application to Saemangeum Seawall

A Nonstationary Wind Speed Frequency Model over South Korea: In the Context of Bayesian Mixture Distribution Model

Five Decadal Trends in Averages and Extremes of Rainfall and Temperature in Sri Lanka

Wildfire Detection Powered by Involutional Neural Network and Multitask Learning With Dark Channel Prior Technique

Precipitation ensembles conforming to natural variations derived from a regional climate model using a new bias correction scheme

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