木村 延明

Examining practical applications of a neural network model coupled with a physical model and transfer learning for predicting an unprecedented flood at a lowland drainage pumping station 

Paddy and Water Environment 21(4) 509-521 2023年7月6日  査読有り筆頭著者責任著者

Surface water temperature predictions at a mid-latitude reservoir under long-term climate change impacts using a deep neural network coupled with a transfer learning approach 

Water 13(8) 1109-1109 2021年4月17日  査読有り筆頭著者責任著者

Recurrent neural network predictions for water levels at drainage pumping stations in an agricultural lowland 

Japan Agricultural Research Quarterly: JARQ 55(1) 45-58 2021年1月  査読有り筆頭著者責任著者

Convolutional neural network coupled with a transfer-learning approach for time-series flood predictions 

Water 12(1) 96 2020年1月  査読有り筆頭著者責任著者

Flood simulations in mid-latitude agricultural land using regional current and future extreme weathers 

Water 11(11) 2421 2019年11月  査読有り筆頭著者責任著者

Using a nowcasting system to better understand lake water dynamics 

Lakes & Reservoirs: Science, Policy and Management for Sustainable Use 23(4) 367-380 2018年10月  査読有り筆頭著者責任著者

The impact of multiple typhoons on severe floods in the mid-latitude region (Hokkaido) 

Water 10(7) 843 2018年6月  査読有り筆頭著者責任著者

Flood caused by driftwood accumulation at a bridge 

International Journal of Disaster Resilience in the Built Environment 8(5) 466-477 2017年11月  査読有り筆頭著者責任著者

Contribution of extreme meteorological forcing to vertical mixing in a small, shallow subtropical lake 

Journal of Limnology 76(1) 116-128 2017年1月  査読有り筆頭著者

Diurnal dynamics in a small shallow lake under spatially nonuniform wind and weak stratification 

Journal of Hydraulic Engineering 142(11) 2016年11月  査読有り筆頭著者責任著者

A river flash flood forecasting model coupled with ensemble Kalman filter 

Journal of Flood Risk Management 9(2) 178-192 2016年6月  査読有り筆頭著者

Tsengwen reservoir watershed hydrological flood simulation under global climate change using the 20 km mesh meteorological research institute atmospheric general circulation model (MRI-AGCM) 

Terrestrial, Atmospheric and Oceanic Sciences 25(3) 449-461 2014年6月  査読有り筆頭著者

Assessing the effects of severe rainstorm-induced mixing on a subtropical, subalpine lake 

Environmental Monitoring and Assessment 186(5) 3091-3114 2014年5月  査読有り筆頭著者

Hydrological flood simulation using a design hyetograph created from extreme weather data of a high-resolution atmospheric general circulation model 

Water 6(2) 345-366 2014年2月  査読有り筆頭著者

The influences of typhoon-induced mixing in a shallow lake 

Lakes & Reservoirs: Research and Management 17(3) 171-183 2012年9月  査読有り筆頭著者

Real-time observation and prediction of physical processes in a typhoon-affected lake 

Paddy and Water Environment 10(1) 17-30 2012年3月  査読有り筆頭著者

Flow measurement with multi-instrumentation in a tidal-affected river 

Water and Environment Journal 25(4) 563-572 2011年12月  査読有り筆頭著者