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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
收藏
  |  
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
Spatial interpolation of orchard soil pH using soil type and planting duration as auxiliary information
期刊论文
PEDOSPHERE, 2020, 卷号: 30, 期号: 5, 页码: 628-637
作者:
Fu, Chuancheng
;
Zhang, Haibo
;
Tu, Chen
;
Li, Lianzhen
;
Liu, Xinghua
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  |  
浏览/下载:51/0
  |  
提交时间:2021/06/21
Jiaodong Peninsula
cokriging
kriging
orchard soil properties
soil acidification
soil map
Modeling the Spatial Distribution of Plateau Pika (Ochotona curzoniae) in the Qinghai Lake Basin, China
期刊论文
ANIMALS, 2019, 卷号: 9, 期号: 10, 页码: 15
作者:
Wu, Yi-Nan
;
Ma, Yu-Jun
;
Liu, Wen-Ling
;
Zhang, Wu-Zhao
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  |  
浏览/下载:3/0
  |  
提交时间:2020/05/19
spatial distribution
environmental variable
anthropogenic variable
plateau pika
maxent
Normalization of the temporal effect on the MODIS land surface temperature product using random forest regression
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2019, 卷号: 152, 页码: 109-118
作者:
Zhao, Wei
;
Wu, Hua
;
Yin, Gaofei
;
Duan, Si-Bo
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  |  
浏览/下载:57/0
  |  
提交时间:2019/07/10
Land surface temperature
Temporal effect
MODIS
Random forest regression
Normalization
Normalization of the temporal effect on the MODIS land surface temperature product using random forest regression
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2019, 卷号: 152, 页码: 109-118
作者:
Zhao, Wei
;
Wu, Hua
;
Yin, Gaofei
;
Duan, Si-Bo
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  |  
浏览/下载:49/0
  |  
提交时间:2019/09/24
Land surface temperature
Temporal effect
MODIS
Random forest regression
Normalization
Energy storage sizing by copula modelling joint distribution for wind farm to be black-start source
期刊论文
IET RENEWABLE POWER GENERATION, 2019, 卷号: 13, 期号: 11, 页码: 1882-1890
作者:
Liu, Weipeng
;
Liu, Yutian
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  |  
浏览/下载:74/0
  |  
提交时间:2019/12/11
wind power plants
distributed power generation
statistical
distributions
power system restoration
probability
battery storage
plants
cost reduction
wind farm
black-start source
fast power system
restoration
high penetration
wind power
energy storage system sizing
method
minimum investment cost
reliable BS source
self-starting
power
smoothing WF output power
BS progress
ESS power sizing
capacity sizing
random variables
marginal distributions
distribution
model mismatch
joint probability distribution
WF data
lower ESS
sizing cost
WF self-starting power
frequency deviation
ancillary
machines
WF output power smoothing
kernel density estimation
copula
modelling joint distribution
Improving regional winter wheat yield estimation through assimilation of phenology and leaf area index from remote sensing data
期刊论文
EUROPEAN JOURNAL OF AGRONOMY, 2018, 卷号: 101, 页码: 163-173
作者:
Chen, Yi
;
Zhang, Zhao
;
Tao, Fulu
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  |  
浏览/下载:20/0
  |  
提交时间:2019/05/23
Winter wheat
Leaf area index (LAI)
Spatial differences
Data assimilation
MCWLA-Wheat model
Yield estimation
Robust variogram estimation combined with isometric log-ratio transformation for improved accuracy of soil particle-size fraction mapping
期刊论文
GEODERMA, 2018, 卷号: 324, 页码: 56-66
作者:
Wang, Zong
;
Shi, Wenjiao
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2019/05/23
Soil particle-size fractions
Spatial interpolation
Log-ratio transformation
Log-ratio cokriging
Robust estimator
Delineating Spatial Patterns in Human Settlements Using VIIRS Nighttime Light Data: A Watershed-Based Partition Approach
期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 3, 页码: 14
作者:
Ma, Ting
;
Yin, Zhan
;
Zhou, Alicia
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/05/23
nighttime light
Suomi-NPP VIIRS
human settlement
watershed-based partition
second-order exponential decay
Mapping soil particle-size fractions: A comparison of compositional kriging and log-ratio kriging
期刊论文
JOURNAL OF HYDROLOGY, 2017, 卷号: 546, 页码: 526-541
作者:
Wang, Zong
;
Shi, Wenjiao
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/09/25
Compositional data
Spatial interpolation
Compositional kriging
Log-ratio transformation
Geostatistics
Soil particle-size fractions
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