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地理科学与资源研究... [32]
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期刊论文 [24]
SCI/SSCI论文 [8]
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2021 [4]
2020 [6]
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专题:地理科学与资源研究所
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Spatiotemporal Monitoring of Soil CO2 Efflux in a Subtropical Forest during the Dry Season Based on Field Observations and Remote Sensing Imagery
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 23
作者:
Chen, Tao
;
Xu, Zhenwu
;
Tang, Guoping
;
Chen, Xiaohua
;
Fang, Hong
收藏
  |  
浏览/下载:66/0
  |  
提交时间:2021/11/05
forest soil CO2 flux
satellite remote sensing data
random forest algorithm
subtropical forest ecosystem
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
Mapping China's Electronic Power Consumption Using Points of Interest and Remote Sensing Data
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 6, 页码: 17
作者:
Jin, Cheng
;
Zhang, Yili
;
Yang, Xuchao
;
Zhao, Naizhuo
;
Ouyang, Zutao
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  |  
浏览/下载:28/0
  |  
提交时间:2021/07/09
electric power consumption
points of interest
nighttime light
random forests
China
A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data
期刊论文
GEODERMA, 2021, 卷号: 384, 页码: 10
作者:
Zhang, Lei
;
Yang, Lin
;
Ma, Tianwu
;
Shen, Feixue
;
Cai, Yanyan
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  |  
浏览/下载:28/0
  |  
提交时间:2021/03/15
Digital soil sampling
Machine learning
Semi-supervised learning
Self-training
Predictive mapping
A carbon monitoring system for mapping regional, annual aboveground biomass across the northwestern USA
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 卷号: 15, 期号: 9, 页码: 17
作者:
Hudak, Andrew T.
;
Fekety, Patrick A.
;
Kane, Van R.
;
Kennedy, Robert E.
;
Filippelli, Steven K.
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  |  
浏览/下载:21/0
  |  
提交时间:2021/03/18
Commercial Off-The-Shelf (COTS) lidar
Forest Inventory and Analysis (FIA)
landsat image time series
LandTrendr
monitoring
reporting
verification (MRV)
Evaluation of conditioned Latin hypercube sampling for soil mapping based on a machine learning method
期刊论文
GEODERMA, 2020, 卷号: 369, 页码: 15
作者:
Yang, Lin
;
Li, Xinming
;
Shi, Jingjing
;
Shen, Feixue
;
Qi, Feng
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2020/05/19
Conditioned Latin hypercube sampling
Soil mapping
Representativeness
Sample randomness
Impacts of urbanization on soil organic carbon stocks in the northeast coastal agricultural areas of China
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 721, 页码: 11
作者:
Wang, Shuai
;
Adhikari, Kabindra
;
Zhuang, Qianlai
;
Gu, Hanlong
;
Jin, Xinxin
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  |  
浏览/下载:18/0
  |  
提交时间:2021/03/23
Urbanization
Soil organic carbon stocks
Spatial variability
Auxiliary variables
Random forest
An improved similarity-based approach to predicting and mapping soil organic carbon and soil total nitrogen in a coastal region of northeastern China
期刊论文
PEERJ, 2020, 卷号: 8, 页码: 26
作者:
Wang, Shuai
;
Adhikar, Kabindra
;
Zhuang, Qianlai
;
Yang, Zijiao
;
Jin, Xinxin
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/03/23
Digital soil mapping
Environmental variables
Spatial variability
Uncertainty
Estimation of Leaf Photosynthetic Capacity From Leaf Chlorophyll Content and Leaf Age in a Subtropical Evergreen Coniferous Plantation
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2020, 卷号: 125, 期号: 2, 页码: 14
作者:
Wang, Shaoqiang
;
Li, Yue
;
Ju, Weimin
;
Chen, Bin
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/03/23
leaf chlorophyll content
leaf nitrogen content
maximum rate of carboxylation
maximum rate of electron transport
leaf age
A graded proportion method of training sample selection for updating conventional soil maps
期刊论文
GEODERMA, 2020, 卷号: 357, 页码: 9
作者:
Liu, Xueqi
;
Zhu, A-Xing
;
Yang, Lin
;
Pei, Tao
;
Liu, Junzhi
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/05/19
Training sample selection method
Data mining model
Update conventional soil map
Soil-environmental relationships
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