[PDF][PDF] 耦合遗传算法与RBF 神经网络的PM2. 5 浓度预测模型
梁泽， 王玥瑶， 岳远紊， 韦飞黎， 姜虹， 李双成 - 中国环境科学, 2020 - zghjkx.com.cn
基于北京市空气质量监测点获取的空气污染物浓度数据, 通过遗传算法搜索径向基人工神经网络
的最优隐含层神经元数目和扩展常数, 构建了耦合径向基人工神经网络算法与遗传算法的预测 …
的最优隐含层神经元数目和扩展常数, 构建了耦合径向基人工神经网络算法与遗传算法的预测 …
邯郸采暖期环境污染特征及空气质量预报方法研究
宋晓辉， 杜亮亮， 李剑东， 程晓丹， 张珺 - 生态与农村环境学报, 2020 - ere.ac.cn
利用河北邯郸气象和环境监测资料, 分析了邯郸采暖期空气质量和环境气象条件特征;
同时利用线性回归和BP 神经网络统计方法对采暖期空气质量进行了预报研究. 结果表明, PM …
同时利用线性回归和BP 神经网络统计方法对采暖期空气质量进行了预报研究. 结果表明, PM …
基于超级站数据的南通区域大气PM2.5化学组分来源解析
张翔， 曹志刚， 崔萍 - 生态与农村环境学报, 2023 - ere.ac.cn
基于超级站高时间分辨率观测数据, 多尺度对南通市2020 年的PM 2.5 进行来源解析, 分析了PM
2.5 化学组成特征, 相关性, 行业贡献和分季节PM 2.5 内外源贡献, 同时采用WRF-CMAQ …
2.5 化学组成特征, 相关性, 行业贡献和分季节PM 2.5 内外源贡献, 同时采用WRF-CMAQ …
Source Analysis of Chemical Components of Atmospheric PM2.5 in Nantong Region Based on Super Station Data
X ZHANG, Z CAO, P CUI - Journal of Ecology and Rural Environment, 2023 - ere.ac.cn
For exploring the source of PM 2.5 of Nantong in 2020, the characteristics, correlation and
industrial contribution of chemical components of PM 2.5, and the internal and external …
industrial contribution of chemical components of PM 2.5, and the internal and external …
Impacts of Temporal Resolution and Spatial Information on Neural-Network-Based PM2.5 Prediction Model
Z Silin, R Xiaochen, W Chenggong… - Beijing Da Xue Xue …, 2020 - search.proquest.com
Taking Beijing as an example and using the data of air quality monitoring stations from 2015
to 2018, the impacts of temporal resolution and spatial information on the PM2. 5 …
to 2018, the impacts of temporal resolution and spatial information on the PM2. 5 …
Study on characteristics of environmental pollution and methods of air quality prediction during heating period in Handan city
XH Song, LL Du, JD Li, X Cheng, J Zhang - Journal of Ecology and Rural …, 2020 - ere.ac.cn
This study investigated characteristics of air quality and environmental meteorological
conditions during heating period in Handan City of Hebei Province using local …
conditions during heating period in Handan City of Hebei Province using local …