A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data (English)
- New search for: Zhang, Lei
- Further information on Zhang, Lei:
- https://orcid.org/0000-0002-1090-6338
- New search for: Yang, Lin
- New search for: Ma, Tianwu
- New search for: Shen, Feixue
- New search for: Cai, Yanyan
- New search for: Zhou, Chenghu
- New search for: Zhang, Lei
- New search for: Yang, Lin
- New search for: Ma, Tianwu
- New search for: Shen, Feixue
- New search for: Cai, Yanyan
- New search for: Zhou, Chenghu
In:
Geoderma
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384
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2020
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ISSN:
- Article (Journal) / Electronic Resource
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Title:A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data
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Contributors:Zhang, Lei ( author ) / Yang, Lin ( author ) / Ma, Tianwu ( author ) / Shen, Feixue ( author ) / Cai, Yanyan ( author ) / Zhou, Chenghu ( author )
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Published in:Geoderma ; 384
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Publisher:
- New search for: Elsevier B.V.
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Publication date:2020-10-23
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 384
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Use of cover crops in the southern Amazon region: What is the impact on soil physical quality?Soares, Matheus Bortolanza / Tavanti, Renan Francisco Rimoldi / Rigotti, Adriel Rafael / Lima, Joaquim Pedro de / Freddi, Onã da Silva / Petter, Fabiano André et al. | 2020
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Agroforestry systems impact soil macroaggregation and enhance carbon storage in Colombian deforested AmazoniaRodríguez, Leonardo / Suárez, Juan Carlos / Rodriguez, Wilson / Artunduaga, Kelly Johana / Lavelle, Patrick et al. | 2020
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Soil organic matter in major pedogenic soil groupsKögel-Knabner, Ingrid / Amelung, Wulf et al. | 2020
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Soil water content and soil temperature modeling in a vadose zone of Andosol under temperate monsoon climateKassaye, Kassu Tadesse / Boulange, Julien / Tu, Le Hoang / Saito, Hirotaka / Watanabe, Hirozumi et al. | 2020
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Linking soil nutrient cycling and microbial community with vegetation cover in riparian zoneZhang, Manyun / O'Connor, Patrick J. / Zhang, Jinyu / Ye, Xiaoxin et al. | 2020
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Letter-to-the-Editor: Does acidification really increase soil carbon in croplands? How statistical analyses of large datasets might mislead the conclusionsKuzyakov, Yakov / Kuzyakova, Irina / Raza, Sajjad / Zhou, Jianbin / Zamanian, Kazem et al. | 2020
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Soil carbonates: The unaccounted, irrecoverable carbon sourceZamanian, Kazem / Zhou, Jianbin / Kuzyakov, Yakov et al. | 2020
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A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample dataZhang, Lei / Yang, Lin / Ma, Tianwu / Shen, Feixue / Cai, Yanyan / Zhou, Chenghu et al. | 2020
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Impacts of soil type and crop species on permanent wilting of plantsChagas Torres, Lorena / Keller, Thomas / Paiva de Lima, Renato / Antônio Tormena, Cássio / Veras de Lima, Herdjania / Fabíola Balazero Giarola, Neyde et al. | 2020
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Reactive oxygen species alter chemical composition and adsorptive fractionation of soil-derived organic matterPatel, Kaizad F. / Tejnecký, Václav / Ohno, Tsutomu / Bailey, Vanessa L. / Sleighter, Rachel L. / Hatcher, Patrick G. et al. | 2020
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Typhoon-induced increases in porewater nutrient concentrations and CO2 and CH4 emissions associated with salinity and carbon intrusion in a subtropical tidal wetland in China: A mesocosm studyWang, Chun / Sardans, Jordi / Tong, Chuan / Peñuelas, Josep / Wang, Weiqi et al. | 2020
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Geochemical methods for mapping available-Si distribution in soils in West Sumatra, IndonesiaAflizar / Syafri, Edi / Jamaluddin / Husnain / Fudholi, Ahmad et al. | 2020
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Differential responses of soil bacteria and fungi to altered precipitation in a meadow steppeYang, Xuechen / Zhu, Kai / Loik, Michael E. / Sun, Wei et al. | 2020
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Ammonia-oxidizing bacteria are sensitive and not resilient to organic amendment and nitrapyrin disturbances, but ammonia-oxidizing archaea are resistantTao, Rui / Li, Jun / Hu, Baowei / Chu, Guixin et al. | 2020
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Comparing first- and second-generation bioethanol by-products from sugarcane: Impact on soil carbon and nitrogen dynamicsBera, T. / Inglett, K.S. / Inglett, P.W. / Vardanyan, L. / Wilkie, A.C. / O'Connor, G.A. / Reddy, K.R. et al. | 2020
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Evolution of Retisol impacted by artificial drainage: What can we learn from stable Fe isotope ratios?Fekiacova, Z. / Montagne, D. / Duvivier, A. / Guihou, A. / Deschamps, P. / Cornu, S. et al. | 2020
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Expert-based maps and highly detailed surface drainage models to support digital soil mappingA. O. Mello, Fellipe / A. M. Demattê, José / Rizzo, Rodnei / Dotto, André C. / Poppiel, Raul R. / de S. Mendes, Wanderson / C. B. Guimarães, Clécia et al. | 2020
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Comparison of multivariate methods for arsenic estimation and mapping in floodplain soil via portable X-ray fluorescence spectroscopyKebonye, Ndiye M. / John, Kingsley / Chakraborty, Somsubhra / Agyeman, Prince C. / Ahado, Samuel K. / Eze, Peter N. / Němeček, Karel / Drábek, Ondřej / Borůvka, Luboš et al. | 2020
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Effect of tillage system on soil CO2 flux, soil microbial community and maize (Zea mays L.) yieldJia, Shuxia / Liang, Aizhen / Zhang, Shixiu / Chen, Xuewen / McLaughlin, Neil B. / Sun, Bingjie / Zhang, Xiaoping / Wu, Donghui et al. | 2020
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Improving the quantification of sediment source contributions using different mathematical models and spectral preprocessing techniques for individual or combined spectra of ultraviolet–visible, near- and middle-infrared spectroscopyTiecher, Tales / Moura-Bueno, Jean M. / Caner, Laurent / Minella, Jean P.G. / Evrard, Olivier / Ramon, Rafael / Naibo, Gabriela / Barros, Cláudia A.P. / Silva, Yuri J.A.B. / Amorim, Fábio F. et al. | 2020
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Harmonization of a large-scale national soil database with the World Reference Base for Soil Resources 2014Zádorová, Tereza / Skála, Jan / Žížala, Daniel / Vaněk, Aleš / Penížek, Vít et al. | 2020
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Response of soil respiration to nitrogen fertilization: Evidence from a 6-year field study of croplandsYan, Weiming / Zhong, Yangquanwei / Liu, Jin / Shangguan, Zhouping et al. | 2020
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Editorial Board| 2021
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Response to the comments from Kuzyakov et al: Acidification-induced increase in soil organic carbon: statistical rationale, biogeochemical mechanisms and agro-environmental consequencesZhang, Xinmu / Guo, Jingheng / Vogt, Rolf D. / Mulder, Jan / Wang, Jingguo et al. | 2020
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Spatiotemporal modelling of soil organic matter changes in Jiangsu, China between 1980 and 2006 using INLA-SPDESun, Xiao-Lin / Minasny, Budiman / Wang, Hui-Li / Zhao, Yu-Guo / Zhang, Gan-Lin / Wu, Yun-Jin et al. | 2020