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Estimating Urban Evapotranspiration at 10m Resolution Using Vegetation Information from Sentinel-2: A Case Study for the Beijing Sponge City
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 11, 页码: 15
作者:
Zhang, Xuanze
;
Song, Peilin
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2021/08/19
evaporation
evapotranspiration
LAI
NDVI
urban ecosystem
sponge city
PML-V2
Penman-Monteith equation
Sentinel-2
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:123/0
  |  
提交时间:2021/03/16
PM2.5
Machine learning
Air pollution exposure
Wildfires
Remote sensing
California
High spatiotemporal resolution
Mapping impervious surface distribution in China using multi-source remotely sensed data
期刊论文
GISCIENCE & REMOTE SENSING, 2020, 页码: 10
作者:
Li, Guiying
;
Li, Longwei
;
Lu, Dengsheng
;
Guo, Wei
;
Kuang, Wenhui
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/05/19
Impervious surface area
integration of multi-source data
VIIRS DNB
MODIS NDVI
landsat
China
Measuring the Urban Land Surface Temperature Variations Under Zhengzhou City Expansion Using Landsat-Like Data
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 5, 页码: 21
作者:
Yang, Haibo
;
Xi, Chaofan
;
Zhao, Xincan
;
Mao, Penglei
;
Wang, Zongmin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2021/03/23
land surface temperature (LST)
spatiotemporal fusion
MODIS
urbanization
driving forces
Evaluation of Machine Learning Algorithms in Spatial Downscaling of MODIS Land Surface Temperature
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 7, 页码: 2299-2307
作者:
Li, Wan
;
Ni, Li
;
Li, Zhao-Liang
;
Duan, Si-Bo
;
Wu, Hua
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2020/03/23
Comparison
downscaling
land surface temperature (LST)
machine learning
Effects of urbanization on direct runoff characteristics in urban functional zones
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 卷号: 643, 页码: 301-311
作者:
Li, Chunlin
;
Liu, Miao
;
Hu, Yuanman
;
Shi, Tuo
;
Qu, Xiuqi
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2019/06/04
Direct runoff
Urban functional zones
Boosted regression trees
Hydrology
Urbanization
A Human Settlement Composite Index (HSCI) Derived from Nighttime Luminosity Associated with Imperviousness and Vegetation Indexes
期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 3, 页码: 15
作者:
Ma, Ting
;
Xu, Tao
;
Huang, Lin
;
Zhou, Alicia
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2019/05/23
human settlement
composite index
DMSP nighttime light
vegetation index
impervious surface area
Extraction of High-Precision Urban Impervious Surfaces from Sentinel-2 Multispectral Imagery via Modified Linear Spectral Mixture Analysis
期刊论文
SENSORS, 2018, 卷号: 18, 期号: 9
作者:
Xu, Rudong
;
Liu, Jin
;
Xu, Jianhui
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/05
Sentinel-2
modified linear spectral mixture analysis
normalized difference built-up index
normalized difference vegetation index
urban impervious surface
Improving Fractional Impervious Surface Mapping Performance through Combination of DMSP-OLS and MODIS NDVI Data
期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 4, 页码: 17
作者:
Guo, Wei
;
Lu, Dengsheng
;
Kuang, Wenhui
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2019/09/25
impervious surface area
normalized impervious surface index
support vector regression
DMSP-OLS
MODIS NDVI
Landsat
Quantifying annual changes in built-up area in complex urban-rural landscapes from analyses of PALSAR and Landsat images
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2017, 卷号: 124, 页码: 89-105
作者:
Qin, Yuanwei
;
Xiao, Xiangming
;
Dong, Jinwei
;
Chen, Bangqian
;
Liu, Fang
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2019/09/25
Built-up
Impervious surface
Urban-rural area
Landsat
PALSAR
Shanghai
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