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科研机构
地理科学与资源研究... [72]
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期刊论文 [72]
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2021 [10]
2020 [19]
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内容类型:期刊论文
专题:地理科学与资源研究所
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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
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提交时间:2021/11/05
Constrained optimization
Domain knowledge
Spatiotemporal patterns
Air pollutant
Prediction
Uncertainty
Temporally variable parameters simulate asymmetrical interannual variation of aboveground and belowground carbon pools in an alpine meadow
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 307, 页码: 14
作者:
Xu, Qian
;
He, Honglin
;
Ren, Xiaoli
;
Zhang, Li
;
Lin, Li
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  |  
浏览/下载:59/0
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提交时间:2021/11/05
Interannual variation
Temporally variable parameter
Constant parameter
Carbon sequestration
Carbon pool
Allocation parameter
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
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提交时间:2021/11/05
Evapotranspiration
Machine learning
process-based ET
ET integration
China
Gaussian process regression
Terrestrial carbon cycle model-data fusion: Progress and challenges
期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2021, 页码: 13
作者:
Li, Xin
;
Ma, Hanqing
;
Ran, Youhua
;
Wang, Xufeng
;
Zhu, Gaofeng
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  |  
浏览/下载:45/0
  |  
提交时间:2021/11/05
Carbon cycle
Model-data fusion
Data assimilation
Parameter estimation
Remote sensing
Uncertainty
Uncertainty analysis for integrated water system simulations using GLUE with different acceptability thresholds
期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2021, 页码: 14
作者:
Zhang, YongYong
;
Xia, Jun
;
Shao, QuanXi
;
Li, Lu
;
Yen, Haw
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浏览/下载:18/0
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提交时间:2021/08/19
module uncertainty
propagated uncertainty
uncertainty combination
integrated water system simulations
GLUE
Improving estimation of soil organic matter content by combining Landsat 8 OLI images and environmental data: A case study in the river valley of the southern Qinghai-Tibet Plateau
期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2021, 卷号: 185, 页码: 12
作者:
Yu, Qing
;
Yao, Tianci
;
Lu, Hongwei
;
Feng, Wei
;
Xue, Yuxuan
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浏览/下载:67/0
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提交时间:2021/07/09
Soil organic matter
Environmental factors
Landsat 8 OLI images
Qinghai-Tibet Plateau
Precision agriculture
Contrasting Uncertainties in Estimating Floods and Low Flow Extremes
期刊论文
WATER RESOURCES MANAGEMENT, 2021, 页码: 21
作者:
Meresa, Hadush
;
Zhang, Yongqiang
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浏览/下载:35/0
  |  
提交时间:2021/06/10
Uncertainty
Hydrological models
Parameters
Extremes
Frequency
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
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浏览/下载:27/0
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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
Observation-Constrained Projection of Global Flood Magnitudes With Anthropogenic Warming
期刊论文
WATER RESOURCES RESEARCH, 2021, 卷号: 57, 期号: 3, 页码: 16
作者:
Liu, Wenbin
;
Yang, Tao
;
Sun, Fubao
;
Wang, Hong
;
Feng, Yao
收藏
  |  
浏览/下载:12/0
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提交时间:2021/06/10
Simulating runoff under changing climatic conditions: A comparison of the long short-term memory network with two conceptual hydrologic models
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 592, 页码: 11
作者:
Bai, Peng
;
Liu, Xiaomang
;
Xie, Jiaxin
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/07/09
Hydrologic models
Machine learning
Runoff simulation
LSTM
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