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Obtaining vertical distribution of PM2.5 from CALIOP data and machine learning algorithms
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 卷号: 805
Authors:
Chen, Bin
;
Song, Zhihao
;
Pan, Feng
;
Huang, Yue
Favorite
  |  
  
Submit date:2022/04/20
PM2.5 vertical distribution
CALIOP
AOD
Machine learning
Adaptiveboosting
Aerosols
Airpollution
Decisiontrees
Forestry
Opticalradar
Particlesize
Particlesizeanalysis
Randomforests
Remotesensing
Aerosolopticaldepths
Cloud
aerosollidarwithorthogonalpolarizations
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trees
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Machinelearningalgorithms
Nearsurfaces
PM2.5
PM2.5verticaldistribution
Polarizationdata
Verticaldistributions
Heavy metal pollution levels, source apportionment and risk assessment in dust storms in key cities in Northwest China
期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2022, 卷号: 422
Authors:
Luo, Haiping
;
Wang, Qingzheng
;
Guan, Qingyu
;
Ma, Yunrui
;
Ni, Fei
;
Yang, Enqi
;
Zhang, Jun
Favorite
  |  
  
Submit date:2022/04/20
Dust storm
Heavy metals
Pollution assessment
PMF model
Risk assessment
Airpollution
Coalcombustion
Coaldust
Coaltransportation
Factorization
Riskassessment
Storms
Anthropogenicsources
Duststorm
Heavymetalspollution
Industrialsources
Naturalsources
Pollutionassessment
Pollutionlevel
Positivematrixfactorizationmodels
Risksassessments
Sourceapportionment
An interpretable deep forest model for estimating hourly PM10 concentration in China using Himawari-8 data
期刊论文
ATMOSPHERIC ENVIRONMENT, 2022, 卷号: 268
Authors:
Chen, Bin
;
Song, Zhihao
;
Shi, Baolong
;
Li, Mengjun
Favorite
  |  
  
Submit date:2022/07/01
PM10
Himawari-8
AOD
Dust transport
Machine learning
Aerosols
Air pollution
Boundary layer flow
Boundary layers
Deep neural networks
Forestry
Learning algorithms
Mean square error
Aerosol optical depths
Air pollutants
Forest modelling
Industrialisation
Northern China
PM 10
Pollutants emissions
Rapid urbanizations
Airpollution
Boundarylayerflow
Boundarylayers
Deepneuralnetworks
Learningalgorithms
Meansquareerror
Aerosolopticaldepths
Airpollutants
Dusttransport
Forestmodelling
Himawari
8
NorthernChina
Pollutantsemissions
Rapidurbanizations
High gaseous carbonyl concentrations in the upper boundary layer in Shijiazhuang, China
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 799
Authors:
Wang, Yiming
;
Wang, Yinghong
;
Tang, Guiqian
;
Yang, Yang
;
Li, Xingru
;
Yao, Dan
;
Wu, Shuang
;
Kang, Yanyu
;
Wang, M(王萌)
;
Wang, Yuesi
...
Wang, Yiming
;
Wang, Yinghong
;
Tang, Guiqian
;
Yang, Yang
;
Li, Xingru
;
Yao, Dan
;
Wu, Shuang
;
Kang, Yanyu
;
Wang, M(王萌)
;
Wang, Yuesi
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Submit date:2021/12/14
Acetaldehyde
Acetone
Airpollution
Boundarylayers
Factorization
Highperformanceliquidchromatography
Industrialemissions
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Sourceapportionment
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[carbonyl
Spatial and temporal distribution characteristics and transport path analysis of regional particulate matter over Gansu Province
期刊论文
中国环境科学, 2021, 卷号: 41, 期号: 9, 页码: 3990-4000
Authors:
Guo, Chun-Ye
;
Wang, Y(王颖)
;
Liu, Hao
;
Liu, Yang
;
Wang, Si-Tong
;
Li, Bo
Favorite
  |  
  
Submit date:2021/12/14
Airpollution
Atmosphericmovements
Particles(particulatematter)
Spatialdistribution
Transmissions
Backwardtrajectory
Gansuprovince
Hexicorridor
HYSPLITmodel
ParticulateMatter
PM10
PM2.5
PM2.5/PM10
Spatialandtemporaldistribution
Transmissionpaths
Deep stratospheric intrusion and Russian wildfire induce enhanced tropospheric ozone pollution over the northern Tibetan Plateau
期刊论文
ATMOSPHERIC RESEARCH, 2021, 卷号: 259
Authors:
Zhang, Jinqiang
;
Li, Dan
;
Bian, Jianchun
;
Bai, Zhixuan
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  |  
  
Submit date:2021/08/12
Enhanced tropospheric ozone
Stratospheric intrusion
Synoptic circulation
Wildfire smoke
Northern Tibetan Plateau
Airpollution
Atmosphericthermodynamics
Clouds
Fires
Lagrangemultipliers
Ozone
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Asiansummermonsoons
Enhancedtroposphericozone
Europeancenterformedium
rangeweatherforecasts
NorthernTibetanplateaux
Ozonepollution
Ozonesondemeasurements
Stratosphericintrusion
Synopticcirculations
Troposphericozone
Wildfiresmoke
Reinforcement of Secondary Circulation by Aerosol Feedback and PM2.5 Vertical Exchange in the Atmospheric Boundary Layer
期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2021, 卷号: 48, 期号: 16
Authors:
Li, Jixiang
;
Wu, Min
;
Li, Yang
;
Ma, Shuxin
;
Wang, Zhanxiang
;
Zhao, Yuan
;
Lian, Lulu
;
Song, Shijie
;
Huang, Tao
;
Gao, Hong
...
Li, Jixiang
;
Wu, Min
;
Li, Yang
;
Ma, Shuxin
;
Wang, Zhanxiang
;
Zhao, Yuan
;
Lian, Lulu
;
Song, Shijie
;
Huang, Tao
;
Gao, Hong
;
Tao, Shu
;
Liu, Junfeng
;
Mao, Xiaoxuan
;
Ma, Jianmin
Favorite
  |  
  
Submit date:2021/12/14
Aerosols
Airpollution
Reinforcement
Wind
Aerosolparticles
Feedbackmechanisms
Heavyparticles
Meteorologicalvariables
PM2.5concentration
Pm2.5pollutions
Secondarycirculation
Topographicforcing
Stratospheric ozone loss-induced cloud effects lead to less surface ultraviolet radiation over the Siberian Arctic in spring
期刊论文
Environmental Research Letters, 2021, 卷号: 16, 期号: 8
Authors:
Xia, Yan
;
Hu, Yongyun
;
Huang, Yi
;
Bian, Jianchun
;
Zhao, Chuanfeng
Favorite
  |  
  
Submit date:2021/12/14
Airpollution
Aquaticecosystems
Ozone
Ozonelayer
Ultravioletradiation
Arcticozoneloss
Compositeanalysis
Highozoneevents
Influencesurfaces
Staticstability
Stratosphericozone
Surfaceultravioletradiation
Uppertroposphere
Classification of atmospheric aerosols and clouds by use of dual-polarization lidar measurements
期刊论文
OPTICS EXPRESS, 2021, 卷号: 29, 期号: 15, 页码: 23461-23476
Authors:
Qi, Siqi
;
Huang, Zhongwei
;
Ma, Xiaojun
;
Huang, Jianping
;
Zhou, Tian
;
Zhang, Shuang
;
Dong, Qingqing
;
Bi, Jianrong
;
Shi, Jinsen
Favorite
  |  
  
Submit date:2021/08/12
Airpollution
Atmosphericradiation
Atmosphericthermodynamics
Backscattering
Opticalradar
Polarization
Remotesensing
Ultravioletlasers
Waterpollution
Backscatteringcoefficients
Depolarizationratio
Laserremotesensing
Lidarmeasurements
Multiplewavelengths
Nonsphericalparticle
Polarizationmeasurements
Sphericalparticle
Characteristics and unique sources of polycyclic aromatic hydrocarbons and nitro-polycyclic aromatic hydrocarbons in PM2.5 at a highland background site in northwestern China
期刊论文
ENVIRONMENTAL POLLUTION, 2021, 卷号: 274
Authors:
Zhang, Lulu
;
Yang, Lu
;
Bi, Jianrong
;
Liu, Yuzhi
;
Toriba, Akira
;
Hayakawa, Kazuichi
;
Nagao, Seiya
;
Tang, Ning
Favorite
  |  
  
Submit date:2021/04/16
Semiarid region
Biomass burning
Tibetan barley straw
East Asian monsoon
Atmospheric transport
Airpollution
Aromatization
Coalcombustion
Freeradicals
Mineraloils
Straw
2
nitrofluoranthene
Atmospherictransport
Backwardtrajectory
Biomasscombustion
Combustionsources
Nitropolycyclicaromatichydrocarbons
Polycyclicaromatichydrocarbons(PAHS)
Seasonaldifferences