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地理科学与资源研究... [38]
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期刊论文 [34]
SCI/SSCI论文 [4]
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2021 [6]
2020 [14]
2019 [6]
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专题:地理科学与资源研究所
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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
Using multiple linear regression and random forests to identify spatial poverty determinants in rural China
期刊论文
SPATIAL STATISTICS, 2021, 卷号: 42, 页码: 19
作者:
Liu, Mengxiao
;
Hu, Shan
;
Ge, Yong
;
Heuvelink, Gerard B. M.
;
Ren, Zhoupeng
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/06/10
Poverty
Spatial
Determinants
LMG
Random forest
Variable importance
Spatiotemporal estimation of satellite-borne and ground-level NO2 using full residual deep networks
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 254, 页码: 22
作者:
Li, Lianfa
;
Wu, Jiajie
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/03/15
OMI-NO2 columns
Imputation of missing values
Full residual deep network
Bagging
Ground-level NO2 estimation
Traffic and land-use variables
Uncertainty
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
Remote sensing inversion of grassland aboveground biomass based on high accuracy surface modeling
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 121, 页码: 10
作者:
Zhou, Wei
;
Li, Haoran
;
Xie, Lijuan
;
Nie, Xuemin
;
Wang, Zong
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/03/15
Aboveground biomass
High accuracy surface modelling
Random forest
Driving mechanism
Three-rivers source region
A Machine Learning-Based Geostatistical Downscaling Method for Coarse-Resolution Soil Moisture Products
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 1025-1037
作者:
Jin, Yan
;
Ge, Yong
;
Liu, Yaojie
;
Chen, Yuehong
;
Zhang, Haitao
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/03/15
Spatial resolution
Interpolation
Support vector machines
Mathematical model
Market research
Soil moisture
Monitoring
Area-to-area kriging
downscaling
soil moisture
support vector regression
Seasonal dynamics of cattle grazing behaviors on contrasting landforms of a fenced ranch in northern China
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 749, 页码: 10
作者:
Gou, Xiaowei
;
Tsunekawa, Atsushi
;
Tsubo, Mitsuru
;
Peng, Fei
;
Sun, Jian
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/03/16
Arid regions
Livestock behavior
Foraging time
Foraging density
Landform
Performance evaluation of global hydrological models in six large Pan-Arctic watersheds
期刊论文
CLIMATIC CHANGE, 2020, 页码: 23
作者:
Gaedeke, Anne
;
Krysanova, Valentina
;
Aryal, Aashutosh
;
Chang, Jinfeng
;
Grillakis, Manolis
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/03/16
Global Water Models
Model performance
Model evaluation
Arctic watersheds
Boruta feature selection
Reservoir risk modelling using a hybrid approach based on the feature selection technique and ensemble methods
期刊论文
GEOCARTO INTERNATIONAL, 2020, 页码: 25
作者:
Xiong, Junnan
;
Pang, Quan
;
Cheng, Weiming
;
Wang, Nan
;
Yong, Zhiwei
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/03/15
Flash flood
reservoir risk
J48 Decision Tree
genetic algorithm
Bagging
random forest
China
Aligning geographic entities from historical maps for building knowledge graphs
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 页码: 30
作者:
Sun, Kai
;
Hu, Yingjie
;
Song, Jia
;
Zhu, Yunqiang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/03/16
Historical map
geographic knowledge graph
geographic entity alignment
geospatial data matching
map conflation
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