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地理科学与资源研究... [10]
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期刊论文 [8]
SCI/SSCI论文 [1]
会议论文 [1]
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2021 [1]
2020 [5]
2019 [1]
2018 [1]
2013 [1]
2011 [1]
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专题:地理科学与资源研究所
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Spatiotemporal estimation of satellite-borne and ground-level NO2 using full residual deep networks
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 254, 页码: 22
作者:
Li, Lianfa
;
Wu, Jiajie
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/03/15
OMI-NO2 columns
Imputation of missing values
Full residual deep network
Bagging
Ground-level NO2 estimation
Traffic and land-use variables
Uncertainty
Ensemble-based deep learning for estimating PM2.5 over California with multisource big data including wildfire smoke
期刊论文
ENVIRONMENT INTERNATIONAL, 2020, 卷号: 145, 页码: 16
作者:
Li, Lianfa
;
Girguis, Mariam
;
Lurmann, Frederick
;
Pavlovic, Nathan
;
McClure, Crystal
收藏
  |  
浏览/下载:124/0
  |  
提交时间:2021/03/16
PM2.5
Machine learning
Air pollution exposure
Wildfires
Remote sensing
California
High spatiotemporal resolution
PMIF v1.0: assessing the potential of satellite observations to constrain CO2 emissions from large cities and point sources over the globe using synthetic data
期刊论文
GEOSCIENTIFIC MODEL DEVELOPMENT, 2020, 卷号: 13, 期号: 11, 页码: 5813-5831
作者:
Wang, Yilong
;
Broquet, Gregoire
;
Breon, Francois-Marie
;
Lespinas, Franck
;
Buchwitz, Michael
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/03/16
The potential of a constellation of low earth orbit satellite imagers to monitor worldwide fossil fuel CO(2)emissions from large cities and point sources
期刊论文
CARBON BALANCE AND MANAGEMENT, 2020, 卷号: 15, 期号: 1, 页码: 12
作者:
Lespinas, Franck
;
Wang, Yilong
;
Broquet, Gregoire
;
Breon, Francois-Marie
;
Buchwitz, Michael
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/03/16
Satellite imager
PMIF global inversion system
Anthropogenic CO(2)emissions
Posterior uncertainty
Spatiotemporal imputation of MAIAC AOD using deep learning with downscaling
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 237, 页码: 17
作者:
Li, Lianfa
;
Franklin, Meredith
;
Girguis, Mariam
;
Lurmann, Frederick
;
Wu, Jun
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2020/05/19
Aerosol Optical Depth
MAIAC
MERRA-2 GMI Replay Simulation
Deep learning
Downscaling
Missingness imputation
Air quality
Compilation of 1:50,000 vegetation type map with remote sensing images based on mountain altitudinal belts of Taibai Mountain in the North-South transitional zone of China
期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2020, 卷号: 30, 期号: 2, 页码: 267-280
作者:
Yao, Yonghui
;
Suonan, Dongzhu
;
Zhang, Junyao
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/05/19
vegetation type map
high resolution remote sensing data
mountain altitudinal belts
remote sensing interpretation
Taibai Mountain
Spatial-Temporal Super-Resolution Land Cover Mapping With a Local Spatial-Temporal Dependence Model
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 7, 页码: 4951-4966
作者:
Li, Xiaodong
;
Ling, Feng
;
Foody, Giles M.
;
Ge, Yong
;
Zhang, Yihang
收藏
  |  
浏览/下载:66/0
  |  
提交时间:2019/09/24
Image series
spatial dependence
super-resolution mapping (SRM)
temporal dependence
Estimation of PM2.5 concentrations at a high spatiotemporal resolution using constrained mixed-effect bagging models with MAIAC aerosol optical depth
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 217, 页码: 573-586
作者:
Li, Lianfa
;
Zhang, Jiehao
;
Meng, Xia
;
Fang, Ying
;
Ge, Yong
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2019/05/23
PM2.5
MAIAC AOD
High spatiotemporal resolution
Temporal variation
AOD-PM2.5 associations
Spatial effects
Missingness
Machine learning
Land Surface Temperature and Emissivity Retrieval From Time-Series Mid-Infrared and Thermal Infrared Data of SVISSR/FY-2C
SCI/SSCI论文
2013
作者:
Qiu S.
;
Wu H.
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2014/12/24
Atmospheric correction
diurnal temperature cycle model
land surface
emissivity
land surface temperature
SVISSR/FY-2C
TISI concept
split-window algorithm
bidirectional reflectance
modis data
validation
channel
models
albedo
brdf
The construction of higher temporal and spatial resolution land use/land cover database of China: From 1911 to 2010
会议论文
2011 19th International Conference on Geoinformatics, Geoinformatics 2011, Shanghai, China, June 24, 2011 - June 26, 2011
Li, Wenjie(李文杰)
;
Zhang, Shihuang
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2012/05/30
Automata theory
Cellular automata
Data fusion
Economics
Geographic information systems
Image resolution
Land use
Pattern recognition systems
Population statistics
Surveys
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