殷兆凯,廖卫红,王若佳,雷晓辉.基于长短时记忆神经网络（LSTM）的降雨径流模拟及预报[J].南水北调与水利科技,2019(06).

郭良,丁留谦,孙东亚,刘昌军,何秉顺,刘荣华.中国山洪灾害防御关键技术[J].水利学报,2018(09).

孙东亚,张红萍.欧美山洪灾害防治研究进展及实践[J].中国水利,2012(23).

刘志雨.山洪预警预报技术研究与应用[J].中国防汛抗旱,2012(02).

陈真莲.小流域山洪灾害成因及防治技术研究[D].华南理工大学,2014(01).

朱跃龙,李致家,刘志雨,冯钧,余达征,胡余忠,万定生,丁伯良,张艳玲,张珂,姚成,王淑英.基于数据挖掘与驱动的中小河流洪水预报[M].河海大学出版社,2020.

Gauch Martin,Kratzert Frederik,Klotz Daniel,Nearing Grey,Lin Jimmy,Hochreiter Sepp.Rainfall–runoff prediction at multiple timescales with a single Long Short-Term Memory network[J].Hydrology and Earth System Sciences,2021.

Rioja Mazza Dora,Lieber Ernest,Kamath Vasudeva,Kalpatthi Ram.Exploring a Long Short-Term Memory based Encoder-Decoder framework for multi-step-ahead flood forecasting[J].Journal of Hydrology,2020.

LIT AI Lab and Institute for Machine Learning Johannes Kepler University Linz Austria,LIT AI Lab and Institute for Machine Learning Johannes Kepler University Linz Austria,Institute for Hydrology and Water Management University of Natural Resources and Life Sciences Vienna Austria,Upstream Tech Natel Energy Inc. Alameda CA,LIT AI Lab and Institute for Machine Learning Johannes Kepler University Linz Austria,Department of Geological Sciences University of Alabama Tuscaloosa AL.Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning[J].Water Resources Research,2019.

Frederik Kratzert,Daniel Klotz,Claire Brenner,Karsten Schulz,Mathew Herrnegger.Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks[J].Hydrology and Earth System Sciences,2018.

Qinghua Miao,Dawen Yang,Hanbo Yang,Zhe Li.Establishing a rainfall threshold for flash flood warnings in China’s mountainous areas based on a distributed hydrological model[J].Journal of Hydrology,2016.

CHRISTIAN W. DAWSON,ROBERT WILBY.An artificial neural network approach to rainfall-runoff modelling / Une approche de la modelisation pluie-deblt par ies reseaux neuronaux artificiels[J].Hydrological Sciences Journal,1998(1).

Hochreiter S,Schmidhuber J.Long short-term memory.[J].Neural computation,1997.

水文情报预报规范[S].2008.