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地理科学与资源研... [150]
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期刊论文 [95]
SCI/SSCI论... [43]
EI期刊论文 [10]
会议论文 [2]
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2020 [29]
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专题:地理科学与资源研究所
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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
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
收藏
  |  
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
Global sensitivity and uncertainty analysis of the VIP ecosystem model with an expanded soil nitrogen module for winter wheat-summer maize rotation system in the North China Plain
期刊论文
PEDOSPHERE, 2021, 卷号: 31, 期号: 5, 页码: 822-838
作者:
He, Lihong
;
Mo, Xingguo
;
Hu, Shi
;
Liu, Suxia
收藏
  |  
浏览/下载:92/0
  |  
提交时间:2021/08/19
ammonia volatilization
denitrification rate
global sensitivity analyses
shuffled complex evolution developed at the University of Arizona (SCE-UA) algorithm
vegetation interface processes model
Mapping topo-bathymetry of transparent tufa lakes using UAV-based photogrammetry and RGB imagery
期刊论文
GEOMORPHOLOGY, 2021, 卷号: 389, 页码: 11
作者:
He, Jinchen
;
Lin, Jiayuan
;
Ma, Mingguo
;
Liao, Xiaohan
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  |  
浏览/下载:127/0
  |  
提交时间:2021/11/05
Tufa lake
Bathymetry
Unmanned aerial vehicle (UAV)
Refraction correction
Band difference model
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
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  |  
浏览/下载:98/0
  |  
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
Assessment of Empirical Algorithms for Shallow Water Bathymetry Using Multi-Spectral Imagery of Pearl River Delta Coast, China
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 16, 页码: 17
作者:
Wei, Chunzhu
;
Zhao, Qianying
;
Lu, Yang
;
Fu, Dongjie
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  |  
浏览/下载:39/0
  |  
提交时间:2021/11/05
bathymetry
Landsat 8
Sentinel-2
Google Earth Engine
retrieval algorithm
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:110/0
  |  
提交时间:2021/11/05
PM2 5
forecast
source contribution
FLEXPART
Bayesian
Tree counting with high spatial-resolution satellite imagery based on deep neural networks
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 125, 页码: 12
作者:
Yao, Ling
;
Liu, Tang
;
Qin, Jun
;
Lu, Ning
;
Zhou, Chenghu
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/06/10
Forestry
Deep learning algorithms
Remote sensing
Density estimation
Tree counting
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
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2021/07/09
climate
distribution function
flow duration curve
geomorphology
log normal model
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