Global distribution of clay-size minerals on land surface for biogeochemical and climatological studies
Clay-size minerals play important roles in terrestrial biogeochemistry and atmospheric physics, but their data have been only partially compiled at global scale. We present a global dataset of clay-size minerals in the topsoil and subsoil at different spatial resolutions. The data of soil clay and i...
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description | Clay-size minerals play important roles in terrestrial biogeochemistry and atmospheric physics, but their data have been only partially compiled at global scale. We present a global dataset of clay-size minerals in the topsoil and subsoil at different spatial resolutions. The data of soil clay and its mineralogical composition were gathered through a literature survey and aggregated by soil orders of the Soil Taxonomy for each of the ten groups: gibbsite, kaolinite, illite/mica, smectite, vermiculite, chlorite, iron oxide, quartz, non-crystalline, and others. Using a global soil map, a global dataset of soil clay-size mineral distribution was developed at resolutions of 2' to 2° grid cells. The data uncertainty associated with data variability and assumption was evaluated using a Monte Carlo method, and validity of the clay-size mineral distribution obtained in this study was examined by comparing with other datasets. The global soil clay data offer spatially explicit studies on terrestrial biogeochemical cycles, dust emission to the atmosphere, and other interdisciplinary earth sciences.
Design Type(s)
observational design • data integration objective
Measurement Type(s)
composition of soil
Technology Type(s)
data collection method
Factor Type(s)
Sample Characteristic(s)
Shiga Prefecture • Taiwan Island • Indian subcontinent • Fars Province • India • Fukushima Prefecture • Northern California • Argentine Patagonia • Iran • Morteratsch Glacier • Italy • Province of Ontario • Municipality of Kiruna • Ross Dependency • Brazil • Triangulo Mineiro/Alto Paranaiba Mesoregion • Municipality of Manaus
Machine-accessible metadata file describing the reported data
(ISA-Tab format) |
doi_str_mv | 10.1038/sdata.2017.103 |
format | Article |
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Design Type(s)
observational design • data integration objective
Measurement Type(s)
composition of soil
Technology Type(s)
data collection method
Factor Type(s)
Sample Characteristic(s)
Shiga Prefecture • Taiwan Island • Indian subcontinent • Fars Province • India • Fukushima Prefecture • Northern California • Argentine Patagonia • Iran • Morteratsch Glacier • Italy • Province of Ontario • Municipality of Kiruna • Ross Dependency • Brazil • Triangulo Mineiro/Alto Paranaiba Mesoregion • Municipality of Manaus
Machine-accessible metadata file describing the reported data
(ISA-Tab format)</description><identifier>ISSN: 2052-4463</identifier><identifier>EISSN: 2052-4463</identifier><identifier>DOI: 10.1038/sdata.2017.103</identifier><identifier>PMID: 28829435</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/158/47/4113 ; 704/2151/330 ; 704/47/4112 ; Biogeochemical cycles ; Biogeochemistry ; Data Descriptor ; Humanities and Social Sciences ; Iron ; Kaolinite ; Minerals ; multidisciplinary ; Quartz ; Science ; Spatial discrimination ; Taxonomy</subject><ispartof>Scientific data, 2017-08, Vol.4 (1), p.170103-170103, Article 170103</ispartof><rights>The Author(s) 2017</rights><rights>Copyright Nature Publishing Group Aug 2017</rights><rights>Copyright © 2017, The Author(s) 2017 The Author(s)</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c498t-2f23547ffd01be41d427e1c4059327d082df894b28245d0f74432fa2c44fcf9d3</citedby><cites>FETCH-LOGICAL-c498t-2f23547ffd01be41d427e1c4059327d082df894b28245d0f74432fa2c44fcf9d3</cites><orcidid>0000-0001-5265-0791</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5667577/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5667577/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27903,27904,41099,42168,51555,53770,53772</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28829435$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ito, Akihiko</creatorcontrib><creatorcontrib>Wagai, Rota</creatorcontrib><title>Global distribution of clay-size minerals on land surface for biogeochemical and climatological studies</title><title>Scientific data</title><addtitle>Sci Data</addtitle><addtitle>Sci Data</addtitle><description>Clay-size minerals play important roles in terrestrial biogeochemistry and atmospheric physics, but their data have been only partially compiled at global scale. We present a global dataset of clay-size minerals in the topsoil and subsoil at different spatial resolutions. The data of soil clay and its mineralogical composition were gathered through a literature survey and aggregated by soil orders of the Soil Taxonomy for each of the ten groups: gibbsite, kaolinite, illite/mica, smectite, vermiculite, chlorite, iron oxide, quartz, non-crystalline, and others. Using a global soil map, a global dataset of soil clay-size mineral distribution was developed at resolutions of 2' to 2° grid cells. The data uncertainty associated with data variability and assumption was evaluated using a Monte Carlo method, and validity of the clay-size mineral distribution obtained in this study was examined by comparing with other datasets. The global soil clay data offer spatially explicit studies on terrestrial biogeochemical cycles, dust emission to the atmosphere, and other interdisciplinary earth sciences.
Design Type(s)
observational design • data integration objective
Measurement Type(s)
composition of soil
Technology Type(s)
data collection method
Factor Type(s)
Sample Characteristic(s)
Shiga Prefecture • Taiwan Island • Indian subcontinent • Fars Province • India • Fukushima Prefecture • Northern California • Argentine Patagonia • Iran • Morteratsch Glacier • Italy • Province of Ontario • Municipality of Kiruna • Ross Dependency • Brazil • Triangulo Mineiro/Alto Paranaiba Mesoregion • Municipality of Manaus
Machine-accessible metadata file describing the reported data
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Wagai, Rota</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c498t-2f23547ffd01be41d427e1c4059327d082df894b28245d0f74432fa2c44fcf9d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>631/158/47/4113</topic><topic>704/2151/330</topic><topic>704/47/4112</topic><topic>Biogeochemical cycles</topic><topic>Biogeochemistry</topic><topic>Data Descriptor</topic><topic>Humanities and Social Sciences</topic><topic>Iron</topic><topic>Kaolinite</topic><topic>Minerals</topic><topic>multidisciplinary</topic><topic>Quartz</topic><topic>Science</topic><topic>Spatial discrimination</topic><topic>Taxonomy</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ito, Akihiko</creatorcontrib><creatorcontrib>Wagai, Rota</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Scientific data</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ito, Akihiko</au><au>Wagai, Rota</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Global distribution of clay-size minerals on land surface for biogeochemical and climatological studies</atitle><jtitle>Scientific data</jtitle><stitle>Sci Data</stitle><addtitle>Sci Data</addtitle><date>2017-08-22</date><risdate>2017</risdate><volume>4</volume><issue>1</issue><spage>170103</spage><epage>170103</epage><pages>170103-170103</pages><artnum>170103</artnum><issn>2052-4463</issn><eissn>2052-4463</eissn><abstract>Clay-size minerals play important roles in terrestrial biogeochemistry and atmospheric physics, but their data have been only partially compiled at global scale. We present a global dataset of clay-size minerals in the topsoil and subsoil at different spatial resolutions. The data of soil clay and its mineralogical composition were gathered through a literature survey and aggregated by soil orders of the Soil Taxonomy for each of the ten groups: gibbsite, kaolinite, illite/mica, smectite, vermiculite, chlorite, iron oxide, quartz, non-crystalline, and others. Using a global soil map, a global dataset of soil clay-size mineral distribution was developed at resolutions of 2' to 2° grid cells. The data uncertainty associated with data variability and assumption was evaluated using a Monte Carlo method, and validity of the clay-size mineral distribution obtained in this study was examined by comparing with other datasets. The global soil clay data offer spatially explicit studies on terrestrial biogeochemical cycles, dust emission to the atmosphere, and other interdisciplinary earth sciences.
Design Type(s)
observational design • data integration objective
Measurement Type(s)
composition of soil
Technology Type(s)
data collection method
Factor Type(s)
Sample Characteristic(s)
Shiga Prefecture • Taiwan Island • Indian subcontinent • Fars Province • India • Fukushima Prefecture • Northern California • Argentine Patagonia • Iran • Morteratsch Glacier • Italy • Province of Ontario • Municipality of Kiruna • Ross Dependency • Brazil • Triangulo Mineiro/Alto Paranaiba Mesoregion • Municipality of Manaus
Machine-accessible metadata file describing the reported data
(ISA-Tab format)</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>28829435</pmid><doi>10.1038/sdata.2017.103</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0001-5265-0791</orcidid><oa>free_for_read</oa></addata></record> |
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source | DOAJ Directory of Open Access Journals; PubMed Central Open Access; Springer Nature OA Free Journals; Nature Free; EZB-FREE-00999 freely available EZB journals; PubMed Central |
subjects | 631/158/47/4113 704/2151/330 704/47/4112 Biogeochemical cycles Biogeochemistry Data Descriptor Humanities and Social Sciences Iron Kaolinite Minerals multidisciplinary Quartz Science Spatial discrimination Taxonomy |
title | Global distribution of clay-size minerals on land surface for biogeochemical and climatological studies |
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