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科研机构
地理科学与资源研... [235]
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期刊论文 [137]
SCI/SSCI论... [74]
EI期刊论文 [17]
会议论文 [7]
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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
A method for land surface temperature retrieval based on model-data-knowledge-driven and deep learning
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 265, 页码: 19
作者:
Wang, Han
;
Mao, Kebiao
;
Yuan, Zijin
;
Shi, Jiancheng
;
Cao, Mengmeng
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2021/11/05
Land surface temperature (LST)
Model-data-knowledge-driven
Deep learning
Geophysical logical reasoning
Expert knowledge
Geospatial constrained optimization to simulate and predict spatiotemporal trends of air pollutants
期刊论文
SPATIAL STATISTICS, 2021, 卷号: 45, 页码: 28
作者:
Li, Lianfa
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  |  
浏览/下载:40/0
  |  
提交时间:2021/11/05
Constrained optimization
Domain knowledge
Spatiotemporal patterns
Air pollutant
Prediction
Uncertainty
Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
作者:
Yin, Lichang
;
Tao, Fulu
;
Chen, Yi
;
Liu, Fengshan
;
Hu, Jian
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  |  
浏览/下载:55/0
  |  
提交时间:2021/11/05
Evapotranspiration
Machine learning
process-based ET
ET integration
China
Gaussian process regression
Encoder-Decoder Full Residual Deep Networks for Robust Regression and Spatiotemporal Estimation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 4217-4230
作者:
Li, Lianfa
;
Fang, Ying
;
Wu, Jun
;
Wang, Jinfeng
;
Ge, Yong
收藏
  |  
浏览/下载:80/0
  |  
提交时间:2021/11/05
Bias
deep learning
encoder-decoder
full residual deep network
non-linear regression
prediction of satellite aerosol optical depth (AOD) and PM2.5
spatiotemporal modeling
Cloud Detection Algorithm for Multi-Satellite Remote Sensing Imagery Based on a Spectral Library and 1D Convolutional Neural Network
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 16, 页码: 20
作者:
Ma, Nan
;
Sun, Lin
;
Zhou, Chenghu
;
He, Yawen
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/11/05
ASTER spectral library
hyperspectral data
1D convolutional neural network
cloud detection
data simulation
multi-satellite remote sensing images
NestNet: a multiscale convolutional neural network for remote sensing image change detection
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2021, 卷号: 42, 期号: 13, 页码: 4902-4925
作者:
Yu, Xiao
;
Fan, Junfu
;
Chen, Jiahao
;
Zhang, Peng
;
Zhou, Yuke
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2021/06/10
Prediction and Source Contribution Analysis of PM2.5 Using a Combined FLEXPART Model and Bayesian Method over the Beijing-Tianjin-Hebei Region in China
期刊论文
ATMOSPHERE, 2021, 卷号: 12, 期号: 7, 页码: 16
作者:
Guo, Lifeng
;
Chen, Baozhang
;
Zhang, Huifang
;
Fang, Jingchun
收藏
  |  
浏览/下载:111/0
  |  
提交时间:2021/11/05
PM2 5
forecast
source contribution
FLEXPART
Bayesian
Evaluation of six precipitation products in the Mekong River Basin
期刊论文
ATMOSPHERIC RESEARCH, 2021, 卷号: 255, 页码: 13
作者:
Tian, Wei
;
Liu, Xiaomang
;
Wang, Kaiwen
;
Bai, Peng
;
Liang, Kang
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2021/06/10
Precipitation evaluation
Reference gauge method
Hydrological model
The Mekong River Basin
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
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