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科研机构
地理科学与资源研究... [91]
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期刊论文 [51]
SCI/SSCI论... [31]
EI期刊论文 [8]
会议论文 [1]
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2021 [3]
2020 [14]
2019 [11]
2018 [10]
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专题:地理科学与资源研究所
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The improvement and comparison of diffuse radiation models in different climatic zones of China
期刊论文
ATMOSPHERIC RESEARCH, 2021, 卷号: 254, 页码: 11
作者:
Zhu, Tingting
;
Li, Jun
;
He, Liang
;
Wu, Dingrong
;
Tong, Xiaojuan
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/06/10
Clearness index
Climatic zones
Cloud cover
Diffuse radiation
Neural network
Sunshine duration
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
HA U-Net: Improved Model for Building Extraction From High Resolution Remote Sensing Imagery
期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 101972-101984
作者:
Xu, Leilei
;
Liu, Yujun
;
Yang, Peng
;
Chen, Hao
;
Zhang, Hanyue
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/11/05
Buildings
Feature extraction
Image segmentation
Remote sensing
Predictive models
Training
Task analysis
Deep learning
building extraction
holistically-nested neural network
attention mechanism
weight mapping
watershed algorithm
Position paper: Sensitivity analysis of spatially distributed environmental models- a pragmatic framework for the exploration of uncertainty sources
期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2020, 卷号: 134, 页码: 14
作者:
Koo, Hyeongmo
;
Iwanaga, Takuya
;
Croke, Barry Fw
;
Jakeman, Anthony J.
;
Yang, Jing
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/03/16
Sensitivity analysis
Spatially distributed environmental model
Uncertainty
SWAT
Environmental modeling
A PM2.5 concentration prediction model based on multi-task deep learning for intensive air quality monitoring stations
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 275, 页码: 13
作者:
Zhang, Qiang
;
Wu, Shun
;
Wang, Xiangwen
;
Sun, Binzhen
;
Liu, Haimeng
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/03/16
PM(2.5)prediction
Multi-task deep learning
Artificial intelligence
Intensive monitoring stations
Lanzhou city
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:10/0
  |  
提交时间:2021/03/15
Flash flood
reservoir risk
J48 Decision Tree
genetic algorithm
Bagging
random forest
China
Quantifying livestock vulnerability to snow disasters in the Tibetan Plateau: Comparing different modeling techniques for prediction
期刊论文
INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, 2020, 卷号: 48, 页码: 10
作者:
Ye, Tao
;
Liu, Weihang
;
Mu, Qingyang
;
Zong, Shuo
;
Li, Yijia
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/03/18
Livestock snow disaster
Vulnerability
Generalized additive models
Random forest
Boosted regression trees
Sample size and spatial configuration of volunteered geographic information affect effectiveness of spatial bias mitigation
期刊论文
TRANSACTIONS IN GIS, 2020, 页码: 26
作者:
Zhang, Guiming
;
Zhu, A-Xing
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2021/03/18
A trustworthiness indicator to select sample points for the individual predictive soil mapping method (iPSM)
期刊论文
GEODERMA, 2020, 卷号: 373, 页码: 13
作者:
Liu, Jing
;
Zhu, A-Xing
;
Rossiter, David
;
Du, Fei
;
Burt, James
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/03/23
Digital Soil Mapping
Sample reliability
Prediction trustworthiness
Prediction uncertainty
Third law of geography
Spatial Variation of Leaf Chlorophyll in Northern Hemisphere Grasslands
期刊论文
FRONTIERS IN PLANT SCIENCE, 2020, 卷号: 11, 页码: 14
作者:
Zhang, Yao
;
Li, Ying
;
Wang, Ruomeng
;
Xu, Li
;
Li, Mingxu
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/03/18
allocation
chlorophyll
grassland
influencing factors
leaf nitrogen
spatial variation
trait distribution
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