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地理科学与资源研究... [41]
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期刊论文 [23]
SCI/SSCI论... [13]
EI期刊论文 [3]
会议论文 [2]
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专题:地理科学与资源研究所
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A novel Landsat-based automated mapping of marsh wetland in the headwaters of the Brahmaputra, Ganges and Indus Rivers, southwestern Tibetan Plateau
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 16
作者:
Liu, Qionghuan
;
Zhang, Yili
;
Liu, Linshan
;
Wang, Zhaofeng
;
Nie, Yong
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2021/11/05
Wetland mapping
Random forest
Feature optimization
Google Earth Engine
Tibetan Plateau
Effectiveness of machine learning methods for water segmentation with ROI as the label: A case study of the Tuul River in Mongolia
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 11
作者:
Li, Kai
;
Wang, Juanle
;
Yao, Jinyi
收藏
  |  
浏览/下载:73/0
  |  
提交时间:2021/11/05
Water Segmentation
Pixel-based CNN
ROI
U-net
Mongolia
Quantifying the influences of natural and human factors on the water footprint of afforestation in desert regions of northern China
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 780, 页码: 16
作者:
Wang, Ziyu
;
Xu, Duanyang
;
Peng, Daoli
;
Zhang, Yue
收藏
  |  
浏览/下载:80/0
  |  
提交时间:2021/07/09
Afforestation
Water footprint
Influencing factors
Geographical detector
Arid and semi-arid areas
Deep Learning Based Sea Ice Classification with Gaofen-3 Fully Polarimetric SAR Data
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 8, 页码: 22
作者:
Zhang, Tianyu
;
Yang, Ying
;
Shokr, Mohammed
;
Mi, Chunlei
;
Li, Xiao-Ming
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/06/10
Gaofen-3
polarimetric data
sea ice classification
residual convolutional network
Urban forest monitoring based on multiple features at the single tree scale by UAV
期刊论文
URBAN FORESTRY & URBAN GREENING, 2021, 卷号: 58, 页码: 10
作者:
Wang, Xiaofeng
;
Wang, Yi
;
Zhou, Chaowei
;
Yin, Lichang
;
Feng, Xiaoming
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/04/25
Aerial photogrammetry
Multiple features
Random forest classification
Single tree segmentation
Tree height
UAV
The 10-m crop type maps in Northeast China during 2017-2019
期刊论文
SCIENTIFIC DATA, 2021, 卷号: 8, 期号: 1, 页码: 11
作者:
You, Nanshan
;
Dong, Jinwei
;
Huang, Jianxi
;
Du, Guoming
;
Zhang, Geli
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  |  
浏览/下载:35/0
  |  
提交时间:2021/04/25
A Partition-Based Detection of Urban Villages Using High-Resolution Remote Sensing Imagery in Guangzhou, China
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 14, 页码: 19
作者:
Zhao, Lu
;
Ren, Hongyan
;
Cui, Cheng
;
Huang, Yaohuan
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  |  
浏览/下载:2/0
  |  
提交时间:2021/03/18
urban villages
highly urbanized region
partition strategy
random forest
high-resolution remote sensing images
Systematic comparison of five machine-learning models in classification and interpolation of soil particle size fractions using different transformed data
期刊论文
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2020, 卷号: 24, 期号: 5, 页码: 2505-2526
作者:
Zhang, Mo
;
Shi, Wenjiao
;
Xu, Ziwei
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  |  
浏览/下载:9/0
  |  
提交时间:2021/03/23
Comparison of additive and isometric log-ratio transformations combined with machine learning and regression kriging models for mapping soil particle size fractions
期刊论文
GEODERMA, 2020, 卷号: 365, 页码: 16
作者:
Wang, Zong
;
Shi, Wenjiao
;
Zhou, Wei
;
Li, Xiaoyan
;
Yue, Tianxiang
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/05/19
Soil particle size fractions
Log-ratio transformation
Boosted regression tree
Random forest
Regression kriging
Effect of Textural Features in Remote Sensed Data on Rubber Plantation Extraction at Different Levels of Spatial Resolution
期刊论文
FORESTS, 2020, 卷号: 11, 期号: 4, 页码: 18
作者:
Zhang, Chenchen
;
Huang, Chong
;
Li, He
;
Liu, Qingsheng
;
Li, Jing
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/23
rubber plantation
multiresolution remote sensing images
GLCM
multiscale window sizes
variable importance
Random Forest classifier
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