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Soil Texture and Its Relationship with Environmental Factors on the Qinghai-Tibet Plateau
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 15
作者:
Liu, Yadong
;
Wu, Xiaodong
;
Wu, Tonghua
;
Zhao, Lin
;
Li, Ren
收藏
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浏览/下载:30/0
  |  
提交时间:2022/09/22
digital soil mapping
machine learning
soil particle size
random forest
soil pits
A review of machine learning in geochemistry and cosmochemistry: Method improvements and applications
期刊论文
APPLIED GEOCHEMISTRY, 2022, 卷号: 140, 页码: 13
作者:
He, Yuyang
;
Zhou, You
;
Wen, Tao
;
Zhang, Shuang
;
Huang, Fang
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  |  
浏览/下载:18/0
  |  
提交时间:2022/07/18
LIBS
XAFS
Mapping
Water
soil prediction
Molecular machine learning
Reactive-transport modeling
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.
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浏览/下载:155/0
  |  
提交时间:2021/11/05
Soil nutrient distribution
Digital soil mapping
Machine learning
Cokriging
Agricultural productivity
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
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浏览/下载:69/0
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提交时间:2021/11/05
Digital soil mapping
Remote sensing data
Social sensing data
Geodetector
Urban functional type
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
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提交时间:2021/11/05
Soil organic matter
Dongzhi Loess Tableland
Gradient boosting modeling
Random forest
High accuracy surface modeling
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
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  |  
浏览/下载:26/0
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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
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浏览/下载:74/0
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提交时间:2021/06/10
digital soil mapping
location of soil sample
inverse distance weighting
soil organic matter
Third Law of Geography
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
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浏览/下载:17/0
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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
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浏览/下载:28/0
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提交时间:2021/03/15
Digital soil sampling
Machine learning
Semi-supervised learning
Self-training
Predictive mapping
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
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  |  
浏览/下载:11/0
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提交时间:2022/03/10
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