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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:158/0  |  提交时间:2021/11/05
Digital mapping of zinc in urban topsoil using multisource geospatial data and random forest 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 792, 页码: 8
作者:  Shi, Tiezhu;  Hu, Xianjun;  Guo, Long;  Su, Fenzheng;  Tu, Wei
收藏  |  浏览/下载:72/0  |  提交时间:2021/11/05
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
Comparison on two case-based reasoning strategies of automatically selecting terrain covariates for digital soil mapping 期刊论文
TRANSACTIONS IN GIS, 2021, 页码: 19
作者:  Liang, Peng;  Qin, Cheng-Zhi;  Zhu, A-Xing
收藏  |  浏览/下载:26/0  |  提交时间:2021/11/05
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
收藏  |  浏览/下载:75/0  |  提交时间:2021/06/10
PyCLiPSM: Harnessing heterogeneous computing resources on CPUs and GPUs for accelerated digital soil mapping 期刊论文
TRANSACTIONS IN GIS, 2021, 页码: 23
作者:  Zhang, Guiming;  Zhu, A-Xing;  Liu, Jing;  Guo, Shanxin;  Zhu, Yunqiang
收藏  |  浏览/下载:17/0  |  提交时间:2021/04/25
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
收藏  |  浏览/下载:28/0  |  提交时间:2021/03/15
Evaluation of Three Different Machine Learning Methods for Object-Based Artificial Terrace Mapping-A Case Study of the Loess Plateau, China 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 5
作者:  Ding, Hu;  Na, Jiaming;  Jiang, Shangjing;  Zhu, Jie;  Liu, Kai
收藏  |  浏览/下载:11/0  |  提交时间:2022/03/10


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