Simulation of Daily Runoff at the Yellow River Source Region Using a Combined LSTM-KNN Model LI Yonghua1，2， DAI Qingcuo3， MA Yufang3， LIU Wei3， ZHANG Jing3

doi:10.12057/j.issn.1002-0799.2310.13003

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Simulation of Daily Runoff at the Yellow River Source Region Using a Combined LSTM-KNN Model LI Yonghua^1，2， DAI Qingcuo³， MA Yufang³， LIU Wei³， ZHANG Jing³

Articles | 更新时间：2025-10-20

- Simulation of Daily Runoff at the Yellow River Source Region Using a Combined LSTM-KNN Model LI Yonghua^1，2， DAI Qingcuo³， MA Yufang³， LIU Wei³， ZHANG Jing³
- “The latest research adopts a combination of LSTM and KNN models, effectively improving the accuracy of daily runoff forecasting in the Yellow River source area.”
- Desert and Oasis Meteorology Vol. 19, Issue 3, Pages: 157-164(2025)
- 作者机构：
  
  1.青海省气象科学研究所，青海　西宁810001
  2.青海省防灾减灾重点实验室，青海　西宁810001
  3.青海省气象服务中心，青海　西宁810001
- 作者简介：
- 基金信息：
- DOI：10.12057/j.issn.1002-0799.2310.13003
  CLC： P338
- Received：13 October 2023，
  
  Revised：2024-11-13，
  
  Published：28 June 2025
- 稿件说明：
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李永花,代青措,马玉芳,等.基于LSTM和KNN组合模型的黄河源区日径流量模拟研究[J].沙漠与绿洲气象,2025,19(3):157-164. LI Yonghua, DAI Qingcuo, MA Yufang, et al

.Simulation of Daily Runoff at the Yellow River Source Region Using a Combined LSTM-KNN Model[J].Desert and Oasis Meteorology,2025,19(3):157-164.
李永花,代青措,马玉芳,等.基于LSTM和KNN组合模型的黄河源区日径流量模拟研究[J].沙漠与绿洲气象,2025,19(3):157-164. LI Yonghua, DAI Qingcuo, MA Yufang, et al DOI： 10.12057/j.issn.1002-0799.2310.13003.

.Simulation of Daily Runoff at the Yellow River Source Region Using a Combined LSTM-KNN Model[J].Desert and Oasis Meteorology,2025,19(3):157-164. DOI： 10.12057/j.issn.1002-0799.2310.13003.

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Simulation of Daily Runoff at the Yellow River Source Region Using a Combined LSTM-KNN Model LI Yonghua1，2， DAI Qingcuo3， MA Yufang3， LIU Wei3， ZHANG Jing3

DOI：10.12057/j.issn.1002-0799.2310.13003

Simulation of Daily Runoff at the Yellow River Source Region Using a Combined LSTM-KNN Model LI Yonghua^1，2， DAI Qingcuo³， MA Yufang³， LIU Wei³， ZHANG Jing³