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科研机构
地理科学与资源研... [148]
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期刊论文 [102]
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会议论文 [7]
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专题:地理科学与资源研究所
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A method for land surface temperature retrieval based on model-data-knowledge-driven and deep learning
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 265, 页码: 19
作者:
Wang, Han
;
Mao, Kebiao
;
Yuan, Zijin
;
Shi, Jiancheng
;
Cao, Mengmeng
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/11/05
Land surface temperature (LST)
Model-data-knowledge-driven
Deep learning
Geophysical logical reasoning
Expert knowledge
Examining rice distribution and cropping intensity in a mixed single- and double-cropping region in South China using all available Sentinel 1/ 2 images
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 101, 页码: 15
作者:
He, Yingli
;
Dong, Jinwei
;
Liao, Xiaoyong
;
Sun, Li
;
Wang, Zhipan
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/08/19
Rice mapping
Cropping intensity
Sentinel-1
2
Time series
Google Earth Engine
Spatiotemporal Monitoring of Soil CO2 Efflux in a Subtropical Forest during the Dry Season Based on Field Observations and Remote Sensing Imagery
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 23
作者:
Chen, Tao
;
Xu, Zhenwu
;
Tang, Guoping
;
Chen, Xiaohua
;
Fang, Hong
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2021/11/05
forest soil CO2 flux
satellite remote sensing data
random forest algorithm
subtropical forest ecosystem
Semi-Supervised Convolutional Long Short-Term Memory Neural Networks for Time Series Land Cover Classification
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 18
作者:
Shen, Jing
;
Tao, Chao
;
Qi, Ji
;
Wang, Hao
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  |  
浏览/下载:51/0
  |  
提交时间:2021/11/05
image classification
Long Short-Term Memory neural network (LSTM)
remote sensing
semi-supervised learning
time series analysis
Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
作者:
Yin, Lichang
;
Tao, Fulu
;
Chen, Yi
;
Liu, Fengshan
;
Hu, Jian
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2021/11/05
Evapotranspiration
Machine learning
process-based ET
ET integration
China
Gaussian process regression
High-accuracy continuous mapping of surface water dynamics using automatic update of training samples and temporal consistency modification based on Google Earth Engine: A case study from Huizhou, China
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021, 卷号: 179, 页码: 66-80
作者:
Li, Kewei
;
Xu, Erqi
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2021/11/05
Surface water
Time series
Auto-updating of training samples
Temporal consistency detection
Change monitoring
Intra-annual information
A Method for Identifying Geospatial Data Sharing Websites by Combining Multi-Source Semantic Information and Machine Learning
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 18, 页码: 19
作者:
Cheng, Quanying
;
Zhu, Yunqiang
;
Zeng, Hongyun
;
Song, Jia
;
Wang, Shu
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  |  
浏览/下载:58/0
  |  
提交时间:2021/11/05
geospatial data sharing website
multi-source semantic information
website classification
natural language processing technology
machine learning
Monitoring drought dynamics in China using Optimized Meteorological Drought Index (OMDI) based on remote sensing data sets
期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2021, 卷号: 292, 页码: 14
作者:
Wei, Wei
;
Zhang, Jing
;
Zhou, Junju
;
Zhou, Liang
;
Xie, Binbin
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2021/08/19
Optimized meteorological drought index
Evolution dynamics
Remote sensing data sets
Constrained optimization method
China
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
Hierarchical identification of solar radiation zones in China
期刊论文
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2021, 卷号: 145, 页码: 14
作者:
Jiang, Hou
;
Lu, Ning
;
Qin, Jun
;
Yao, Ling
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2021/08/19
Solar radiation zones
Hierarchical system
Gaussian mixture model
Dirichlet process
Solar energy
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