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Frontiers | Mapping of Pollution Distribution for Electric Power System Based on Satellite Remote Sensing

In recent years, the frequent fouling accidents has posed a serious threat to people's life and property safety. Due to the wide distribution of pollution sources and variable meteorological factors, it is a very time-consuming and labour-intensive task to map the pollution distribution by traditional methods. In this work, a study on the mapping of pollution distribution based on satellite remote sensing is carried out in Yunnan Province, China, as an example. Several machine learning methods (e.g. KNN, SVM, etc.) are used to analyze the effects of conditions such as multiple air pollution data and meteorological data on pollution distribution map levels. The results indicate that the ensemble learning model has the highest accuracy of 71.2\% in this application. The new pollution distribution map using this classifier has 5,506 more pixels in the most severe pollution level than the traditional. Lastly, The remote sensing-based map and the manual measurement-based map were combin ....

South Korea , Gong Da , Mixture Density Networks , Anthropogenic Co , International Conference On Computer Distributed , Development Program Grant No , Yunnan Electric Power Company , Design Of Inversion Procedure For The Airborne , Company Power Grid , Yunnan Power Grid Company Ltd , Time Neural Networks , China Power , National Key Research , A Global Monthly Fossil Fuel Co , Observation Network , Temporally Weighted Neural Networks For Satellite , Yunnan Province , Drawing Method , Pollution Distribution , China High Air Pollutants , Multi Resolution Emission Inventory , Development Program , National Natural Science Foundation , Technology Project , Yunnan Power Grid Company , Google Earth Engine ,

Bill Gates's Foundation is Funding the UN's Ukrainian Refugee Program

Bill Gates’s Foundation is Funding the UN’s Ukrainian Refugee Program Natalie Winters May 25, 2022 The Bill & Melinda Gates Foundation ....

General Discussion , News Stories , Bill And Melinda Gates Foundation , Bill Gates , Chinese Communist Party , Covid 19 , United Nations , China Based , Un Amp 8217s , Ations Amp 8217 , Ttps Thenationalpulse Com 2022 04 01 Gates Linked Chinese Group Targets American Agriculture , Ttps Data2 Unhcr Org En Situations Ukraine ,

US charges China-based company for conspiring with Motorola employees to steal technology: Justice Dept

A China-based communications company recruited Motorola employees to steal their technology, the US Justice Department said on Monday. ....

United States , Hytera Communications , Us District Court , Justice Department , Motorola Solutions Inc , Us Justice Department , Motorola Solutions , Chicago Based Motorola Solutions , China Based , Ews India ,

China-based BOE to supply displays for iPhone 15 Pro in 2023

China-based display maker BOE will reportedly supply Apple with OLED LTPO displays for the higher-end models of the iPhone 15 lineup in 2023. ....

Jammu And Kashmir , Jeff Pu , Ming Chi Kuo , Largan Precision , China Based , Ews India ,

Microsoft says disrupted Chinese hacking group targeting organizations worldwide

Microsoft has disrupted a China-based hacking group that targeted organizations in the US and 28 other countries around the world, Corporate Vice President for ....

United States , Tom Burt , Corporate Vice President , Customer Security , Trust Tom Burt , Microsoft Digital Crimes Unit , International Business News , That Microsoft , China Based , Countries Around , They Have ,