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科研机构
地理科学与资源研究... [59]
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期刊论文 [38]
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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
收藏
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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
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
Incorporating water availability into autumn phenological model improved China's terrestrial gross primary productivity (GPP) simulation
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2021, 卷号: 16, 期号: 9, 页码: 16
作者:
Peng, Jie
;
Wu, Chaoyang
;
Zhang, Xiaoyang
;
Ju, Weimin
;
Wang, Xiaoyue
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/11/05
phenological model
autumn phenology
gross primary productivity
BEPS model
Predicting the potential global distribution of Ageratina adenophora under current and future climate change scenarios
期刊论文
ECOLOGY AND EVOLUTION, 2021, 页码: 22
作者:
Changjun, Gu
;
Yanli, Tu
;
Linshan, Liu
;
Bo, Wei
;
Yili, Zhang
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  |  
浏览/下载:56/0
  |  
提交时间:2021/11/05
Ageratina adenophora
climate change
ecological niche modeling
invasive alien species
MaxEnt
Global assessment of wind erosion based on a spatially distributed RWEQ model
期刊论文
PROGRESS IN PHYSICAL GEOGRAPHY-EARTH AND ENVIRONMENT, 2021, 页码: 15
作者:
Yang, Guocheng
;
Sun, Ranhao
;
Jing, Yongcai
;
Xiong, Muqi
;
Li, Jialei
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/08/19
Soil degradation
soil erosion
wind erosion
climate change
RWEQ
Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2021, 页码: 28
作者:
Li, Mingxiao
;
Gao, Song
;
Lu, Feng
;
Liu, Kang
;
Zhang, Hengcai
收藏
  |  
浏览/下载:62/0
  |  
提交时间:2021/06/10
Human activity intensity prediction
graph convolutional networks
social interaction
mobile phone data
human mobility
Improvement of predicting ecosystem productivity by modifying carbon-water-nitrogen coupling processes in a temperate grassland
期刊论文
JOURNAL OF PLANT ECOLOGY, 2021, 卷号: 14, 期号: 1, 页码: 10-21
作者:
Cheng, Kai li
;
Hu, Zhong min
;
Li, Sheng gong
;
Guo, Qun
;
Hao, Yan bin
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/03/15
gross primary productivity
ecosystem model
soil water content
nitrogen constraint
sensitivity
grassland ecosystem
Identifying contributions of climatic and atmospheric changes to autumn phenology over mid-high latitudes of Northern Hemisphere
期刊论文
GLOBAL AND PLANETARY CHANGE, 2021, 卷号: 197, 页码: 13
作者:
Guo, Mengdi
;
Wu, Chaoyang
;
Peng, Jie
;
Lu, Linlin
;
Li, Shihua
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/04/25
Autumn phenology
Climate change
Atmospheric change
Normalize Difference Vegetation Index
Regionalization of hydrological modeling for predicting streamflow in ungauged catchments: A comprehensive review
期刊论文
WILEY INTERDISCIPLINARY REVIEWS-WATER, 2020, 页码: 32
作者:
Guo, Yuhan
;
Zhang, Yongqiang
;
Zhang, Lu
;
Wang, Zhonggen
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/03/16
hydrological model
parameterization
regionalization
runoff prediction
ungauged basin
Integrated Modeling of Water Supply and Demand Under Climate Change Impacts and Management Options in Tributary Basin of Tonle Sap Lake, Cambodia
期刊论文
WATER, 2020, 卷号: 12, 期号: 9, 页码: 26
作者:
Touch, Tharo
;
Oeurng, Chantha
;
Jiang, Yanan
;
Mokhtar, Ali
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/03/16
integrated model
climate change
streamflow
SWAT model
WEAP model
water demand
water shortage
management option
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