Research on O<sub>3</sub> Concentration Prediction Using Random Forest Cluster Classification

HAN Jingjing; Dilinar Yasheng; LEI Yuhong; SHANG Ziwei; TIAN Yu; WANG Jinyan

doi:10.12057/j.issn.1002-0799.2304.25001

English Version Reader LoginJournal Login

您当前的位置：

首页 >

文章列表页 >

Research on O₃ Concentration Prediction Using Random Forest Cluster Classification

Articles | 更新时间：2025-10-20

- Research on O₃ Concentration Prediction Using Random Forest Cluster Classification
- “The random forest model optimized by fuzzy C-means clustering for air pollutant monitoring data in Shanghai has effectively improved the accuracy of O3 concentration prediction.”
- Desert and Oasis Meteorology Vol. 19, Issue 3, Pages: 193-200(2025)
- 作者机构：
  
  1.上海市浦东新区气象局，上海200135
  2.兰州大学大气科学学院，甘肃兰州730000
  3.兰州市气象局，甘肃兰州730100
  4.甘肃省人工影响天气办公室，甘肃兰州730020
- 作者简介：
- 基金信息：
- DOI：10.12057/j.issn.1002-0799.2304.25001
  CLC： P456
- Received：25 April 2023，
  
  Revised：2024-02-26，
  
  Published：28 June 2025
- 稿件说明：
移动端阅览
韩晶晶,迪里努尔·牙生,雷雨虹,等.基于聚类分型的随机森林O₃浓度预测方法研究[J].沙漠与绿洲气象,2025,19(3):193-200.

HAN Jingjing,Dilinar Yasheng,LEI Yuhong,et al.Research on O₃ Concentration Prediction Using Random Forest Cluster Classification[J].Desert and Oasis Meteorology,2025,19(3):193-200.
韩晶晶,迪里努尔·牙生,雷雨虹,等.基于聚类分型的随机森林O₃浓度预测方法研究[J].沙漠与绿洲气象,2025,19(3):193-200. DOI： 10.12057/j.issn.1002-0799.2304.25001.

HAN Jingjing,Dilinar Yasheng,LEI Yuhong,et al.Research on O₃ Concentration Prediction Using Random Forest Cluster Classification[J].Desert and Oasis Meteorology,2025,19(3):193-200. DOI： 10.12057/j.issn.1002-0799.2304.25001.

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Correction of Temperature and Wind Speed Prediction for Gwadar Port Based on Machine Learning Methods

Related Author

LIU Zonghui

Ailiyaer Aihaiti

LIU Junjian

Ali Mamtimin

LI Huoqing

ZHANG Hailiang

LIU Dafeng

Related Institution

Institute of Desert Meteorology, China Meteorological Administration/National Observation and Research Station of Desert Meteorology, Taklimakan Desert of Xinjiang/Xinjiang Key Laboratory of Desert Meteorology and Sandstorm/Desert Meteorology Field Experiment Station of China Meteorological Administration/Key Laboratory of Tree-ring Physical and Chemical Research, China Meteorological Administration

Xinjiang Meteorological Service Center

AI导读

AI脑图

AI问答

⁰

Research on O3 Concentration Prediction Using Random Forest Cluster Classification

DOI：10.12057/j.issn.1002-0799.2304.25001

Research on O₃ Concentration Prediction Using Random Forest Cluster Classification