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Cloud Detection Algorithm for Multi-Satellite Remote Sensing Imagery Based on a Spectral Library and 1D Convolutional Neural Network
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 16, 页码: 20
作者:
Ma, Nan
;
Sun, Lin
;
Zhou, Chenghu
;
He, Yawen
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/11/05
ASTER spectral library
hyperspectral data
1D convolutional neural network
cloud detection
data simulation
multi-satellite remote sensing images
Rainrate Estimation from FY-4A Cloud Top Temperature for Mesoscale Convective Systems by Using Machine Learning Algorithm
期刊论文
REMOTE SENSING, 2021, 卷号: 13
作者:
Lao, Ping
;
Liu, Qi
;
Ding, Yuhao
;
Wang, Yu
;
Li, Yuan
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/11/01
rainrate estimation
mesoscale convective system
machine learning algorithm
cloud top temperature
FY-4A meteorological satellite
Mapping Panax Notoginseng Plantations by Using an Integrated Pixel- and Object-Based (IPOB) Approach and ZY-3 Imagery
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 11, 页码: 22
作者:
Yang, Zhiqi
;
Dong, Jinwei
;
Kou, Weili
;
Qin, Yuanwei
;
Xiao, Xiangming
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  |  
浏览/下载:71/0
  |  
提交时间:2021/08/19
Random Forest
integrated pixel- and object-based (IPOB) approach
feature selection
segmentation
Panax notoginseng
Reconstruction of daytime land surface temperatures under cloud-covered conditions using integrated MODIS/Terra land products and MSG geostationary satellite data
期刊论文
Remote Sensing of Environment, 2020, 卷号: 247, 页码: 111931
作者:
Zhao Wei
;
Duan Si-Bo
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  |  
浏览/下载:13/0
  |  
提交时间:2020/07/07
Atmospheric temperature
Decision trees
Geostationary satellites
Incident solar radiation
Pixels
Radiometers
Surface measurement
Surface properties
Temperature measurement
Topography
Vegetation
Optimizing Feature Selection of Individual Crop Types for Improved Crop Mapping
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 1, 页码: 20
作者:
Yin, Leikun
;
You, Nanshan
;
Zhang, Geli
;
Huang, Jianxi
;
Dong, Jinwei
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  |  
浏览/下载:12/0
  |  
提交时间:2020/05/19
crop mapping
feature selection
spectro-temporal feature
separability index
Sentinel-2
Random Forest
Comparing Pixel-Based Random Forest and the Object-Based Support Vector Machine Approaches to Map the Quasi-Circular Vegetation Patches Using Individual Seasonal Fused GF-1 Imagery
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 228955-228966
作者:
Shi, Lei
;
Liu, Qingsheng
;
Huang, Chong
;
Li, He
;
Liu, Gaohuan
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2021/03/15
Vegetation mapping
Support vector machines
Radio frequency
Spatial resolution
Satellites
Vegetation
Remote sensing
Gaofen 1 satellite imagery
objected-based support vector machine
pixel-based random forest
quasi-circular vegetation patch
season influence
Evaluation and Comparison of Random Forest and A-LSTM Networks for Large-scale Winter Wheat Identification
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 14, 页码: 21
作者:
He, Tianle
;
Xie, Chuanjie
;
Liu, Qingsheng
;
Guan, Shiying
;
Liu, Gaohuan
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  |  
浏览/下载:12/0
  |  
提交时间:2020/03/23
winter wheat identification
random forest
A-LSTM
pixel-mixing effect
variable importance analysis
A practical method for reducing terrain effect on land surface temperature using random forest regression
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2019, 卷号: 221, 页码: 635-649
作者:
Zhao, Wei
;
Duan, Si-Bo
;
Li, Ainong
;
Yin, Gaofei
收藏
  |  
浏览/下载:79/0
  |  
提交时间:2019/03/05
Land surface temperature
MODIS
Normalization
Terrain effect
Random forest
Spatiotemporal evolution of carbon sequestration of limestone weathering in China
期刊论文
Science China Earth Sciences, 2019, 卷号: 62, 期号: 6, 页码: 974-991
作者:
Huiwen LI
;
Shijie WANG
;
Xiaoyong BAI
;
Yue CAO
;
Luhua WU
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/05/08
Limestone
chemical Weathering Carbon Sink
spatiotemporal Evolution
dissolution
random Forest
Intercomparison of Six Upscaling Evapotranspiration Methods: From Site to the Satellite Pixel
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 卷号: 123, 期号: 13, 页码: 6777-6803
作者:
Li, Xiang
;
Liu, Shaomin
;
Li, Huaixiang
;
Ma, Yanfei
;
Wang, Jianghao
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  |  
浏览/下载:40/0
  |  
提交时间:2019/05/23
remotely sensed evapotranspiration
validation
ground truth
upscaling
pixel scale
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