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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
Authors:  Wang, Zong;  Du, Zhengping;  Li, Xiaoyan;  Bao, Zhengyi;  Zhao, Na;  Yue, Tianxiang
Favorite  |  View/Download:4/0  |  Submit date: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
Authors:  Zhang, Yihang;  Atkinson, Peter M.;  Ling, Feng;  Foody, Giles M.;  Wang, Qunming;  Ge, Yong;  Li, Xiaodong;  Du, Yun
Favorite  |  View/Download:2/0  |  Submit date:2021/11/05
Downscaling  geostatistics  image fusion  object-based  pansharpening  segmentation  
An effective method for determining the optimal sampling scale based on the purposes of soil pollution investigations and the factors influencing the pollutants 期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2021, 卷号: 418, 页码: 13
Authors:  Qiao, Pengwei;  Dong, Nan;  Lei, Mei;  Yang, Sucai;  Gou, Yaling
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Soil pollution investigation  Optimal sampling scale  Influencing factors  Geostatistics and spatial analysis  Geographical detector  
On the importance of considering specific storage heterogeneity in hydraulic tomography: Laboratory sandbox and synthetic studies 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 593, 页码: 16
Authors:  Zhao, Zhanfeng;  Illman, Walter A.
Favorite  |  View/Download:7/0  |  Submit date:2021/06/10
Aquifer heterogeneity  Specific storage  Hydraulic tomography  Model calibration and validation  
Inter-comparison of several soil moisture downscaling methods over the Qinghai-Tibet Plateau, China 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 592, 页码: 21
Authors:  Qu, Yuquan;  Zhu, Zhongli;  Montzka, Carsten;  Chai, Linna;  Liu, Shaomin;  Ge, Yong;  Liu, Jin;  Lu, Zheng;  He, Xinlei;  Zheng, Jie;  Han, Tian
Favorite  |  View/Download:7/0  |  Submit date:2021/07/09
Soil moisture  Downscaling  Methods comparison  Qinghai-Tibet plateau  
Effects of the sampling spacing on the spatial variability in soil organic carbon, total nitrogen, and total phosphorus across a semiarid watershed 期刊论文
ARCHIVES OF AGRONOMY AND SOIL SCIENCE, 2020, 页码: 16
Authors:  Zhang, Pingping;  Wang, Yunqiang;  Zhang, Xingchang
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Geostatistics  maximum sampling distance  sampling strategy  scale  spatial heterogeneity  
Space-time disease mapping by combining Bayesian maximum entropy and Kalman filter: the BME-Kalman approach 期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2020, 页码: 24
Authors:  Hu, Bisong;  Ning, Pan;  Li, Yi;  Xu, Chengdong;  Christakos, George;  Wang, Jinfeng
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Bayesian maximum entropy  Kalman filter  geostatistics  space-time analysis  hand  foot and mouth disease  
Spatiotemporal variation and simulation of vegetation coverage in a typical degraded alpine meadow on the Tibetan Plateau 期刊论文
CATENA, 2020, 卷号: 190, 页码: 10
Authors:  Zhu, Xuchao;  Shao, Mingan;  Tang, Xinzhai;  Liang, Yin
Favorite  |  View/Download:49/0  |  Submit date:2020/05/19
Vegetation coverage  Spatial distribution  Geostatistical analysis  Temporal stability  Pedotransfer function  Tibetan Plateau  
atakrig: An R package for multivariate area-to-area and area-to-point kriging predictions 期刊论文
COMPUTERS & GEOSCIENCES, 2020, 卷号: 139, 页码: 6
Authors:  Hu, Maogui;  Huang, Yanwei
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Support change  Area-to-area kriging  Area-to-point kriging  Downscaling  
A Geostatistical Filter for Remote Sensing Image Enhancement 期刊论文
MATHEMATICAL GEOSCIENCES, 2020, 卷号: 52, 期号: 3, 页码: 317-336
Authors:  Wang, Qunming;  Tong, Xiaohua;  Atkinson, Peter M.
Favorite  |  View/Download:13/0  |  Submit date:2020/05/19
Remote sensing  Geostatistics  Image enhancement  Image filtering  Point spread function (PSF)