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Hybridization of cokriging and gaussian process regression modelling techniques in mapping soil sulphur
期刊论文
CATENA, 2021, 卷号: 206, 页码: 18
作者:
John, Kingsley
;
Agyeman, Prince Chapman
;
Kebonye, Ndiye Michael
;
Isong, Isong Abraham
;
Ayito, Esther O.
收藏
  |  
浏览/下载:155/0
  |  
提交时间:2021/11/05
Soil nutrient distribution
Digital soil mapping
Machine learning
Cokriging
Agricultural productivity
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:48/0
  |  
提交时间:2021/11/05
Soil organic matter
Dongzhi Loess Tableland
Gradient boosting modeling
Random forest
High accuracy surface modeling
Object-Based Area-to-Point Regression Kriging for Pansharpening
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 10, 页码: 8599-8614
作者:
Zhang, Yihang
;
Atkinson, Peter M.
;
Ling, Feng
;
Foody, Giles M.
;
Wang, Qunming
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  |  
浏览/下载:33/0
  |  
提交时间:2021/11/05
Downscaling
geostatistics
image fusion
object-based
pansharpening
segmentation
Spatial variation and distribution of soil organic carbon in an urban ecosystem from high-density sampling
期刊论文
CATENA, 2021, 卷号: 204, 页码: 11
作者:
Zhang, Pingping
;
Wang, Yunqiang
;
Sun, Hui
;
Qi, Lijun
;
Liu, Hao
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  |  
浏览/下载:74/0
  |  
提交时间:2021/12/06
Urban soil
Urban-rural gradient
Soil organic carbon
Spatial variability
Interpolation method
Function zone
Soil property mapping by combining spatial distance information into the Soil Land Inference Model (SoLIM)
期刊论文
PEDOSPHERE, 2021, 卷号: 31, 期号: 4, 页码: 638-644
作者:
Qin, Chengzhi
;
An, Yiming
;
Liang, Peng
;
Zhu, Axing
;
Yang, Lin
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  |  
浏览/下载:74/0
  |  
提交时间:2021/06/10
digital soil mapping
location of soil sample
inverse distance weighting
soil organic matter
Third Law of Geography
A New HASM-Based Downscaling Method for High-Resolution Precipitation Estimates
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 14, 页码: 20
作者:
Zhao, Na
;
Jiao, Yimeng
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/11/05
satellite precipitation estimates
downscaling
IMERG
Fine-resolution precipitation mapping over Syria using local regression and spatial interpolation
期刊论文
ATMOSPHERIC RESEARCH, 2021, 卷号: 256, 页码: 16
作者:
Alsafadi, Karam
;
Mohammed, Safwan
;
Mokhtar, Ali
;
Sharaf, Mohammed
;
He, Hongming
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  |  
浏览/下载:20/0
  |  
提交时间:2021/06/10
Precipitation climatologies
GIS
Multi-variate regression
Geostatistical analysis
Syria
Wind Speed Prediction based on Spatio-Temporal Covariance Model Using Autoregressive Integrated Moving Average Regression Smoothing
期刊论文
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2021, 卷号: 35
作者:
Wang, Yu
;
Zhu, Changan
;
Ye, Xiaodong
;
Zhao, Jianghai
;
Wang, Deji
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/08/31
Wind speed
spatio-temporal prediction
Gaussian random field
spatio-temporal kriging
ARIMA
Evaluating the suitability of urban development land with a Geodetector
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 123, 页码: 13
作者:
Wang, Haiying
;
Qin, Fen
;
Xu, Chengdong
;
Li, Bin
;
Guo, Linping
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/04/25
Geodetector
K-means clustering
Logistic regression
Principal component analysis
Suitability evaluation
Urban development land
Mapping lead concentrations in urban topsoil using proximal and remote sensing data and hybrid statistical approaches
期刊论文
ENVIRONMENTAL POLLUTION, 2021, 卷号: 272, 页码: 10
作者:
Shi, Tiezhu
;
Yang, Chao
;
Liu, Huizeng
;
Wu, Chao
;
Wang, Zhihua
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/04/25
Jenny's state factor model
Visible and near-infrared reflectance spectroscopy
Landsat image
Geographically weighted regression
Regression kriging
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