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地理科学与资源研究所 [8]
理论物理研究所 [3]
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山东大学 [2]
武汉大学 [2]
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期刊论文 [26]
会议论文 [1]
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2019 [27]
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Engineerin... [3]
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发表日期:2019
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Predictive mapping with small field sample data using semi-supervised machine learning
期刊论文
TRANSACTIONS IN GIS, 2019, 页码: 17
作者:
Du, Fei
;
Zhu, A-Xing
;
Liu, Jing
;
Yang, Lin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/05/19
Spatial pattern of pika holes and their effects on vegetation coverage on the Tibetan Plateau: An analysis using unmanned aerial vehicle imagery
期刊论文
ECOLOGICAL INDICATORS, 2019, 卷号: 107, 页码: 8
作者:
Tang, Ze
;
Zhang, Yangjian
;
Cong, Nan
;
Wimberly, Michael
;
Wang, Li
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  |  
浏览/下载:68/0
  |  
提交时间:2020/05/19
Pika hole
Vegetation coverage
Northern Tibet
UAV images
Object-oriented classification
Experimental Simultaneous Learning of Multiple Nonclassical Correlations
期刊论文
PHYSICAL REVIEW LETTERS, 2019, 卷号: 123, 期号: 19, 页码: 6
作者:
Yang, Mu
;
Ren, Chang-liang
;
Ma, Yue-chi
;
Xiao, Ya
;
Ye, Xiang-Jun
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/08/24
Mapping sugarcane in complex landscapes by integrating multi-temporal Sentinel-2 images and machine learning algorithms
期刊论文
LAND USE POLICY, 2019, 卷号: 88, 页码: 11
作者:
Wang, Ming
;
Liu, Zhengjia
;
Baig, Muhammad Hasan Ali
;
Wang, Yongsheng
;
Li, Yurui
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  |  
浏览/下载:7/0
  |  
提交时间:2020/05/19
Crop phenology
Sentinel-2 images
Machine learning approach
Sugarcane mapping
Land use
City-Level Comparison of Urban Land-Cover Configurations from 2000-2015 across 65 Countries within the Global Belt and Road
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 13, 页码: 22
作者:
Pan, Tao
;
Kuang, Wenhui
;
Hamdi, Rafiq
;
Zhang, Chi
;
Zhang, Shu
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  |  
浏览/下载:27/0
  |  
提交时间:2020/03/23
urban land covers
remote sensing
impervious surface area
urban green space
the Global Belt and Road
Mapping annual forest cover by fusing PALSAR/PALSAR-2 and MODIS NDVI during 2007-2016
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2019, 卷号: 224, 页码: 74-91
作者:
Zhang, Yihang
;
Ling, Feng
;
Foody, Giles M.
;
Ge, Yong
;
Boyd, Doreen S.
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  |  
浏览/下载:53/0
  |  
提交时间:2019/05/22
ALOS PALSAR
ALOS-2 PALSAR-2
Forest mapping
MODIS NDVI
Spatial-temporal
Downscaling
Super-resolution mapping
Spatio-temporal characteristics and driving forces of landscape structure changes in the middle reach of the Heihe River Basin from 1990 to 2015
期刊论文
LANDSCAPE ECOLOGY, 2019, 卷号: 34, 期号: 4, 页码: 755-770
作者:
Xiao, Feiyan
;
Gao, Guangyao
;
Shen, Qin
;
Wang, Xiaofeng
;
Ma, Ying
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  |  
浏览/下载:52/0
  |  
提交时间:2019/09/24
Desert-oasis ecotone
Oasis expansion
Landscape structure change
Human activities
Quantitative analysis
Arid region
Spatio-temporal characteristics and driving forces of landscape structure changes in the middle reach of the Heihe River Basin from 1990 to 2015
期刊论文
LANDSCAPE ECOLOGY, 2019, 卷号: 34, 期号: 4, 页码: 755-770
作者:
Xiao, Feiyan
;
Gao, Guangyao
;
Shen, Qin
;
Wang, Xiaofeng
;
Ma, Ying
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2020/10/19
Desert-oasis ecotone
Oasis expansion
Landscape structure change
Human activities
Quantitative analysis
Arid region
Application of interpretable machine learning models for the intelligent decision
期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 273-283
作者:
Li, Yawen
;
Yang, Liu
;
Yang, Bohan
;
Wang, Ning
;
Wu, Tian
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  |  
浏览/下载:61/0
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提交时间:2019/03/05
Machine learning
XGBoost
R&D investments
Firm size
Innovation performance
Identification and Classification of Maize Drought Stress Using Deep Convolutional Neural Network
期刊论文
SYMMETRY-BASEL, 2019, 卷号: 11, 期号: 2, 页码: 14
作者:
An, Jiangyong
;
Li, Wanyi
;
Li, Maosong
;
Cui, Sanrong
;
Yue, Huanran
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2019/07/12
drought identification
drought classification
phenotype
drought stress
maize
deep convolutional neural network
traditional machine learning
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