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科研机构
地理科学与资源研究所 [8]
内容类型
期刊论文 [7]
SCI/SSCI论文 [1]
发表日期
2021 [2]
2020 [1]
2017 [3]
2015 [1]
2014 [1]
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专题:地理科学与资源研究所
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A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data
期刊论文
GEODERMA, 2021, 卷号: 384, 页码: 10
作者:
Zhang, Lei
;
Yang, Lin
;
Ma, Tianwu
;
Shen, Feixue
;
Cai, Yanyan
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/03/15
Digital soil sampling
Machine learning
Semi-supervised learning
Self-training
Predictive mapping
Pro-active regional policy and the relocation of manufacturing firms: a case study of state-led industrial relocation in Guangdong, China
期刊论文
EURASIAN GEOGRAPHY AND ECONOMICS, 2021, 页码: 28
作者:
Liu, Yi
;
Yeung, Godfrey
;
Liang, Yu-Tian
;
Li, Xun
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/04/25
Industrial relocation
state policy
manufacturing
competition
Pearl river delta
China
Comparison of conditioned Latin hypercube and feature space coverage sampling for predicting soil classes using simulation from soil maps
期刊论文
GEODERMA, 2020, 卷号: 370, 页码: 11
作者:
Ma, Tianwu
;
Brus, Dick J.
;
Zhu, A-Xing
;
Zhang, Lei
;
Scholten, Thomas
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/03/23
Soil sampling
Random forest
Similarity-based predictive soil mapping
K-means
Simulated annealing
Calibration sampling
Evaluating the role of livelihood assets in suitable livelihood strategies: Protocol for anti-poverty policy in the Eastern Tibetan Plateau, China
期刊论文
ECOLOGICAL INDICATORS, 2017, 卷号: 78, 页码: 62-74
作者:
Hua, Xiaobo
;
Yan, Jianzhong
;
Zhang, Yili
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2019/09/25
Livelihood assets
Livelihood diversification
Classification of livelihoods
Tibetan Plateau
Non-agricultural households
Poverty alleviation
China
Automatic land cover classification of geo-tagged field photos by deep learning
期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2017, 卷号: 91, 页码: 127-134
作者:
Xu, Guang
;
Zhu, Xuan
;
Fu, Dongjie
;
Dong, Jinwei
;
Xiao, Xiangming
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2019/09/25
Deep learning
Convolutional neural network
Transfer learning
Multinomial logistic regression
Land cover
Crowdsourced photos
Using MLR to model the vertical error distribution of ASTER GDEM V2 data based on ICESat/GLA14 data in the Loess Plateau of China
期刊论文
ZEITSCHRIFT FUR GEOMORPHOLOGIE, 2017, 卷号: 61, 页码: 9-26
作者:
Zhao, Shangmin
;
Cheng, Weiming
;
Zhou, Chenghu
;
Liu, Haijiang
;
Su, Qiaomei
收藏
  |  
浏览/下载:86/0
  |  
提交时间:2019/05/30
vertical error distribution
MLR model
ASTER GDEM V2
ICESat/GLA14
land surface factors
Scenario-Based Impact Assessment of Land Use/Cover and Climate Changes on Watershed Hydrology in Heihe River Basin of Northwest China
SCI/SSCI论文
2015
作者:
Wu F.
;
Zhan, J. Y.
;
Su, H. B.
;
Yan, H. M.
;
Ma, E. J.
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  |  
浏览/下载:18/0
  |  
提交时间:2015/12/09
use/land cover
streamflow
variability
simulation
management
catchment
responses
dynamics
region
area
Comparison of multinomial logistic regression and logistic regression: which is more efficient in allocating land use?
期刊论文
FRONTIERS OF EARTH SCIENCE, 2014, 卷号: 8, 期号: 4, 页码: 512-523
作者:
Lin, Yingzhi
;
Deng, Xiangzheng
;
Li, Xing
;
Ma, Enjun
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/09/26
Multinomial Logistic Regression
Land Use Change
Logistic Regression
Land Use Suitability
Land Use Allocation
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