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科研机构
地理科学与资源研... [113]
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期刊论文 [68]
SCI/SSCI论... [38]
EI期刊论文 [7]
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专题:地理科学与资源研究所
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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:54/0
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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
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
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  |  
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
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
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  |  
浏览/下载:111/0
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提交时间:2021/11/05
PM2 5
forecast
source contribution
FLEXPART
Bayesian
The construction of the flow duration curve and the regionalization parameters analysis in the northwest of China
期刊论文
JOURNAL OF WATER AND CLIMATE CHANGE, 2021, 页码: 15
作者:
Luan, Jinkai
;
Liu, Dengfeng
;
Lin, Mu
;
Huang, Qiang
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  |  
浏览/下载:38/0
  |  
提交时间:2021/07/09
climate
distribution function
flow duration curve
geomorphology
log normal model
Assessments of Weather Research and Forecasting Land Surface Models in Precipitation Simulation Over the Tibetan Plateau
期刊论文
EARTH AND SPACE SCIENCE, 2021, 卷号: 8, 期号: 3, 页码: 14
作者:
Zhong, Lei
;
Huang, Ziyu
;
Ma, Yaoming
;
Fu, Yunfei
;
Chen, Mingxing
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  |  
浏览/下载:41/0
  |  
提交时间:2021/06/10
The effect of hillslope geometry on Hortonian rainfall-infiltration-runoff processes
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 594, 页码: 12
作者:
Wang, Jie
;
Chen, Li
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浏览/下载:71/0
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提交时间:2021/07/09
Hillslope geometry
Rainfall infiltration
Runoff
Ponding time
Time compression approximation
Run-on effect
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
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  |  
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
The spatial statistic trinity: A generic framework for spatial sampling and inference
期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2020, 卷号: 134, 页码: 11
作者:
Wang, Jinfeng
;
Gao, Bingbo
;
Stein, Alfred
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  |  
浏览/下载:36/0
  |  
提交时间:2021/03/16
Population and sample
Spatial autocorrelation (SAC)
Spatial stratified heterogeneity (SSH)
Variable and random variable
Spatial statistic trinity (SST)
Detecting regional GPP variations with statistically downscaled solar-induced chlorophyll fluorescence (SIF) based on GOME-2 and MODIS data
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 卷号: 41, 期号: 23, 页码: 9206-9228
作者:
Hu, Shi
;
Mo, Xingguo
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/03/16
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