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地理科学与资源研... [336]
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专题:地理科学与资源研究所
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Integrating multiple semantics data to assess the dynamic change of urban green space in Beijing, China
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 15
作者:
Yang, Zhiqi
;
Fang, Chuanglin
;
Li, Guangdong
;
Mu, Xufang
收藏
  |  
浏览/下载:65/0
  |  
提交时间:2021/11/05
Urban green space
Temporal segmentation
Random forest
Dynamic change
Social sensing
Beijing
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:55/0
  |  
提交时间:2021/11/05
Land surface temperature (LST)
Model-data-knowledge-driven
Deep learning
Geophysical logical reasoning
Expert knowledge
The contribution of forest and grassland change was greater than that of cropland in human-induced vegetation greening in China, especially in regions with high climate variability
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 792, 页码: 12
作者:
Liu, Hua
;
Deng, Yu
;
Liu, Xiaoqian
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  |  
浏览/下载:139/0
  |  
提交时间:2021/11/05
Vegetation greening
Climate variability
Human activity
Influencing faors
Regime
Object-Based Area-to-Point Regression Kriging for Pansharpening
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 10, 页码: 8599-8614
作者:
Zhang, Yihang
;
Atkinson, Peter M.
;
Ling, Feng
;
Foody, Giles M.
;
Wang, Qunming
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  |  
浏览/下载:34/0
  |  
提交时间:2021/11/05
Downscaling
geostatistics
image fusion
object-based
pansharpening
segmentation
A novel-optimal monitoring model of rocky desertification based on feature space models with typical surface parameters derived from LANDSAT_8 OLI
期刊论文
LAND DEGRADATION & DEVELOPMENT, 2021, 页码: 14
作者:
Guo, Bing
;
Zhang, Dafu
;
Lu, Yuefeng
;
Yang, Fei
;
Meng, Chao
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2021/11/05
dryness index
feature space
LANDSAT-8 OLI
rock bare index
rocky desertification
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
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
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  |  
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
收藏
  |  
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
Hyperspectral Image Classification Based on Sparse Superpixel Graph
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 18, 页码: 18
作者:
Zhao, Yifei
;
Yan, Fengqin
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2021/11/05
hyperspectral image
sparse superpixel graph
spectral-spatial classification
discrete potential
big data
Formalizing Parameter Constraints to Support Intelligent Geoprocessing: A SHACL-Based Method
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 9, 页码: 24
作者:
Hou, Zhi-Wei
;
Qin, Cheng-Zhi
;
Zhu, A-Xing
;
Wang, Yi-Jie
;
Liang, Peng
收藏
  |  
浏览/下载:70/0
  |  
提交时间:2021/11/05
intelligent geoprocessing
parameter constraints
input data validation
formalization
heuristic evaluation
application context
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