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High temporal and spatial resolution PM2.5 dataset acquisition and pollution assessment based on FY-4A TOAR data and deep forest model in China
期刊论文
Atmospheric Research, 2022, 卷号: 274
Authors:
Song, Zhihao
;
Chen, B(陈斌)
;
Zhang, Peng
;
Guan, XD(管晓丹)
;
Wang, X(王鑫)
;
Ge, JM(葛觐铭)
;
Hu, Xiuqing
;
Zhang, Xingying
;
Wang, Yixuan
Favorite
  |  
View/Download:11/0
  |  
Submit date:2022/07/01
Forestry
Health risks
Image resolution
Mean square error
River pollution
10-fold cross-validation
Bimodal distribution
Deep forest
Forest modelling
FY-4a
High spatial resolution
High temporal resolution
PM 2.5
Pollution assessment
Temporal and spatial
Paleovegetation and paleotemperature in North China during the mid-Holocene based on sedimentological and palynological evidence from Lake Baiyangdian
期刊论文
PALAEOGEOGRAPHY PALAEOCLIMATOLOGY PALAEOECOLOGY, 2022, 卷号: 595
Authors:
Zhang, Shengrui
;
Sun, Yuanhao
;
Li, Manyue
;
Wang, Na
;
Xu, Qinghai
Favorite
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View/Download:10/0
  |  
Submit date:2022/07/01
North China Plain
Mid-Holocene
Lake Baiyangdian area
Paleovegetation
Paleotemperature
Combining Himawari-8 AOD and deep forest model to obtain city-level distribution of PM2.5 in China
期刊论文
Environmental Pollution, 2022, 卷号: 297
Authors:
Song, Zhihao
;
Chen, B(陈斌)
;
Huang, JP(黄建平)
Favorite
  |  
View/Download:13/0
  |  
Submit date:2022/05/12
Aerosols
Air pollution
Boundary layer flow
Boundary layers
Forestry
Mean square error
Pollution control
Remote sensing
Aerodynamic diameters
Aerosol optical depths
Fine particulate matter
Forest modelling
Himawari-8
Level distribution
Meteorological factors
Modeling performance
PM 2.5
Wind field
Combining Himawari-8 AOD and deep forest model to obtain city-level distribution of PM2.5 in China
期刊论文
Environmental Pollution, 2022, 卷号: 297
Authors:
Song, Zhihao
;
Chen, B(陈斌)
;
Huang, JP(黄建平)
Favorite
  |  
View/Download:17/0
  |  
Submit date:2022/07/01
Aerosols
Air pollution
Boundary layer flow
Boundary layers
Forestry
Mean square error
Pollution control
Remote sensing
Aerodynamic diameters
Aerosol optical depths
Fine particulate matter
Forest modelling
Himawari-8
Level distribution
Meteorological factors
Modeling performance
PM 2.5
Wind field
Combining Himawari-8 AOD and deep forest model to obtain city-level distribution of PM2.5 in China
期刊论文
Environmental Pollution, 2022, 卷号: 297
Authors:
Song, Zhihao
;
Chen, B(陈斌)
;
Huang, JP(黄建平)
Favorite
  |  
View/Download:30/0
  |  
Submit date:2022/03/18
Aerosols
Air pollution
Boundary layer flow
Boundary layers
Forestry
Mean square error
Pollution control
Remote sensing
Aerodynamic diameters
Aerosol optical depths
Fine particulate matter
Forest modelling
Himawari-8
Level distribution
Meteorological factors
Modeling performance
PM 2.5
Wind field
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, B(陈斌)
;
Song, Zhihao
;
Shi, Baolong
;
Li, Mengjun
Favorite
  |  
View/Download:11/0
  |  
Submit date:2022/07/01
Aerosols
Air pollution
Boundary layer flow
Boundary layers
Deep neural networks
Forestry
Learning algorithms
Mean square error
Aerosol optical depths
Air pollutants
Dust transport
Forest modelling
Himawari-8
Industrialisation
Northern China
PM 10
Pollutants emissions
Rapid urbanizations
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, B(陈斌)
;
Song, Zhihao
;
Shi, Baolong
;
Li, Mengjun
Favorite
  |  
View/Download:9/0
  |  
Submit date:2022/05/12
Aerosols
Air pollution
Boundary layer flow
Boundary layers
Deep neural networks
Forestry
Learning algorithms
Mean square error
Aerosol optical depths
Air pollutants
Dust transport
Forest modelling
Himawari-8
Industrialisation
Northern China
PM 10
Pollutants emissions
Rapid urbanizations
防风林带防护机理及其效应分析
学位论文
工学硕士, 兰州: 兰州大学, 2021
Authors:
崔双伟
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View/Download:28/0
  |  
Submit date:2021/12/06
防风林带
多孔介质
林带间距
孔隙度
拉格朗日粒子追踪法
高寒草甸退化对生态系统多功能性的影响机制
学位论文
理学硕士, 兰州: 兰州大学, 2021
Authors:
崔瀚文
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View/Download:23/0
  |  
Submit date:2021/12/06
高寒草甸退化
生态系统多功能性
生物因素
非生物因素
结构方程模型
An Effective Method for Canopy Chlorophyll Content Estimation of Marsh Vegetation Based on Multiscale Remote Sensing Data
期刊论文
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 卷号: 14, 页码: 5311-5325
Authors:
P. Lou
;
B. Fu
;
H. He
;
J. Chen
;
T. Wu
;
X. Lin
;
L. Liu
;
D. Fan
;
T. Deng
Adobe PDF(1377Kb)
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View/Download:13/0
  |  
Submit date:2021/06/18
Canopy chlorophyll content (CCC)
multiscale remote sensing data
random forest (RF) regression
scale matching
unmanned aerial vehicle (UAV)