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南京地理与湖泊研究所 [6]
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期刊论文 [55]
会议论文 [1]
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2021 [56]
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A GPU-Accelerated Hydrodynamic Model for Urban Rainstorm Inundation Simulation: A Case Study in China
期刊论文
KSCE JOURNAL OF CIVIL ENGINEERING, 2021, 页码: 11
作者:
Han, Hao
;
Hou, Jingming
;
Xu, Zongxue
;
Jing, Haixiao
;
Gong, Jiahui
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/08/18
High-performance
2D hydrodynamic model
Urban rainstorm inundation
GPU
Improving MODIS Aerosol Estimates Over Land With the Surface BRDF Reflectances Using the 3-D Discrete Cosine Transform and RossThick-LiSparse Models
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 12, 页码: 9851-9860
作者:
Tian, Xinpeng
;
Liu, Qiang
;
Gao, Zhiqiang
;
Wang, Yueqi
;
Li, Xiuhong
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/07/04
Aerosol optical depth (AOD)
a priori knowledge
kernel-driven BRDF model
surface anisotropy
Seamless downscaling of the ESA CCI soil moisture data at the daily scale with MODIS land products
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 603, 页码: 17
作者:
Zhao, Wei
;
Wen, Fengping
;
Wang, Qunming
;
Sanchez, Nilda
;
Piles, Maria
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  |  
浏览/下载:76/0
  |  
提交时间:2021/12/10
Surface soil moisture
Spatial downscaling
Annual temperature cycle
ESA CCI
MODIS
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
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  |  
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
Evaluation and Spatial-Temporal Difference Analysis of Urban Water Resource Utilization Efficiency Based on Two-Stage DEA Model
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 页码: 15
作者:
Xie, Qiwei
;
Ma, Hewen
;
Zheng, Xiaolong
;
Wang, Xiao
;
Wang, Fei-Yue
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  |  
浏览/下载:36/0
  |  
提交时间:2022/01/27
Water resources
Biological system modeling
Urban areas
Economics
Econometrics
Analytical models
Water pollution
Bayes information criterion (BIC)
cities
data envelopment analysis (DEA)
Shannon entropy
spatial econometric
utilization efficiency of urban water resources
Incorporation of high accuracy surface modeling into machine learning to improve soil organic matter mapping
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129, 页码: 13
作者:
Wang, Zong
;
Du, Zhengping
;
Li, Xiaoyan
;
Bao, Zhengyi
;
Zhao, Na
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  |  
浏览/下载:52/0
  |  
提交时间:2021/11/05
Soil organic matter
Dongzhi Loess Tableland
Gradient boosting modeling
Random forest
High accuracy surface modeling
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
Spatial Variations in Terrestrial Water Storage with Variable Forces across the Yellow River Basin
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 23
作者:
Zhou, Meilin
;
Wang, Xiaolei
;
Sun, Lin
;
Luo, Yi
收藏
  |  
浏览/下载:97/0
  |  
提交时间:2021/11/05
terrestrial water storage (TWS)
spatiotemporal variations
climate variability
human activities
Yellow River Basin
multivariate adaptive regression splines (MARS)
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
收藏
  |  
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
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