Fertilizer management and soil type influence grain zinc and iron concentration under contrasting smallholder cropping systems in Zimbabwe
Micronutrient deficiencies remain prevalent in food systems of southern Africa, although advances in biofortification through crop breeding and agronomy provide opportunities to address these. We determined baseline soil availability of zinc (Zn) and iron (Fe) and the effects of soil type and farmer...
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description | Micronutrient deficiencies remain prevalent in food systems of southern Africa, although advances in biofortification through crop breeding and agronomy provide opportunities to address these. We determined baseline soil availability of zinc (Zn) and iron (Fe) and the effects of soil type and farmer management on extractable soil Zn and Fe and subsequent concentration in cereal and legume grains under two contrasting agro-ecologies in Zimbabwe. Soil and crop surveys were conducted in Hwedza and Mutasa Districts of Zimbabwe in 2015–16 on 350 locations over different soil types. Fields with different levels of productivity (designated as “most” and “least” productive fields) were sampled using an inherited hierarchical randomized sampling design. Grain Zn and Fe concentration in maize (
Zea mays
), sorghum (
Sorghum bicolor
), finger millet (
Eleusine coracana
) and cowpea (
Vigna unguiculata
) were generally insufficient for adequate human nutrition. A Linear Mixed Effects (LME) model revealed that diethylene triamine penta-acetic acid- (DTPA) extractable soil Zn concentration and grain Zn concentration were affected primarily by field productivity level. DTPA-extractable soil Zn concentration was more than two-fold greater on the most productive fields (mean 0.8 mg kg
−1
) than on the least productive fields, with mean grain Zn concentration of 25.2 mg grain Zn kg
−1
which was 13% greater than seen on the least productive fields. An interaction effect of field productivity level and total soil Zn concentration on DTPA-extractable soil Zn concentration suggests potential contribution of organic matter management to unlocking unavailable forms of soil Zn. DTPA-extractable soil Fe and grain Fe concentration were primarily affected by soil type and crop type, respectively. The LME modelling approach revealed additional soil geochemical covariates affected DTPA-extractable soil Zn and Fe concentration and grain Zn and Fe concentration within Districts. Future studies can therefore be powered to detect their roles at wider spatial scales for sustainable management of crop Zn and Fe nutrition. |
doi_str_mv | 10.1038/s41598-019-42828-0 |
format | Article |
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Zea mays
), sorghum (
Sorghum bicolor
), finger millet (
Eleusine coracana
) and cowpea (
Vigna unguiculata
) were generally insufficient for adequate human nutrition. A Linear Mixed Effects (LME) model revealed that diethylene triamine penta-acetic acid- (DTPA) extractable soil Zn concentration and grain Zn concentration were affected primarily by field productivity level. DTPA-extractable soil Zn concentration was more than two-fold greater on the most productive fields (mean 0.8 mg kg
−1
) than on the least productive fields, with mean grain Zn concentration of 25.2 mg grain Zn kg
−1
which was 13% greater than seen on the least productive fields. An interaction effect of field productivity level and total soil Zn concentration on DTPA-extractable soil Zn concentration suggests potential contribution of organic matter management to unlocking unavailable forms of soil Zn. DTPA-extractable soil Fe and grain Fe concentration were primarily affected by soil type and crop type, respectively. The LME modelling approach revealed additional soil geochemical covariates affected DTPA-extractable soil Zn and Fe concentration and grain Zn and Fe concentration within Districts. Future studies can therefore be powered to detect their roles at wider spatial scales for sustainable management of crop Zn and Fe nutrition.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-019-42828-0</identifier><identifier>PMID: 31015581</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>704/2151 ; 704/2151/209 ; Acetic acid ; Acidic soils ; Agronomy ; Crop management ; Cropping systems ; Crops ; Eleusine coracana ; Grain ; Human nutrition ; Humanities and Social Sciences ; Iron ; Legumes ; multidisciplinary ; Organic matter ; Plant breeding ; Productivity ; Science ; Science (multidisciplinary) ; Soil types ; Soils ; Sorghum ; Sorghum bicolor ; Sustainability management ; Vigna unguiculata ; Zea mays ; Zinc</subject><ispartof>Scientific reports, 2019-04, Vol.9 (1), p.6445-6445, Article 6445</ispartof><rights>The Author(s) 2019</rights><rights>The Author(s) 2019. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c513t-c66e871eec42e16f3da90cba2eb3e15321ad14ba3158a16c201d6f947cd8a9033</citedby><cites>FETCH-LOGICAL-c513t-c66e871eec42e16f3da90cba2eb3e15321ad14ba3158a16c201d6f947cd8a9033</cites><orcidid>0000-0002-3784-4915 ; 0000-0003-0379-8401</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/PMC6478733/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6478733/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,27924,27925,41120,42189,51576,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31015581$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Manzeke, Muneta G.</creatorcontrib><creatorcontrib>Mtambanengwe, Florence</creatorcontrib><creatorcontrib>Watts, Michael J.</creatorcontrib><creatorcontrib>Hamilton, Elliott M.</creatorcontrib><creatorcontrib>Lark, R. Murray</creatorcontrib><creatorcontrib>Broadley, Martin R.</creatorcontrib><creatorcontrib>Mapfumo, Paul</creatorcontrib><title>Fertilizer management and soil type influence grain zinc and iron concentration under contrasting smallholder cropping systems in Zimbabwe</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Micronutrient deficiencies remain prevalent in food systems of southern Africa, although advances in biofortification through crop breeding and agronomy provide opportunities to address these. We determined baseline soil availability of zinc (Zn) and iron (Fe) and the effects of soil type and farmer management on extractable soil Zn and Fe and subsequent concentration in cereal and legume grains under two contrasting agro-ecologies in Zimbabwe. Soil and crop surveys were conducted in Hwedza and Mutasa Districts of Zimbabwe in 2015–16 on 350 locations over different soil types. Fields with different levels of productivity (designated as “most” and “least” productive fields) were sampled using an inherited hierarchical randomized sampling design. Grain Zn and Fe concentration in maize (
Zea mays
), sorghum (
Sorghum bicolor
), finger millet (
Eleusine coracana
) and cowpea (
Vigna unguiculata
) were generally insufficient for adequate human nutrition. A Linear Mixed Effects (LME) model revealed that diethylene triamine penta-acetic acid- (DTPA) extractable soil Zn concentration and grain Zn concentration were affected primarily by field productivity level. DTPA-extractable soil Zn concentration was more than two-fold greater on the most productive fields (mean 0.8 mg kg
−1
) than on the least productive fields, with mean grain Zn concentration of 25.2 mg grain Zn kg
−1
which was 13% greater than seen on the least productive fields. An interaction effect of field productivity level and total soil Zn concentration on DTPA-extractable soil Zn concentration suggests potential contribution of organic matter management to unlocking unavailable forms of soil Zn. DTPA-extractable soil Fe and grain Fe concentration were primarily affected by soil type and crop type, respectively. The LME modelling approach revealed additional soil geochemical covariates affected DTPA-extractable soil Zn and Fe concentration and grain Zn and Fe concentration within Districts. Future studies can therefore be powered to detect their roles at wider spatial scales for sustainable management of crop Zn and Fe nutrition.</description><subject>704/2151</subject><subject>704/2151/209</subject><subject>Acetic acid</subject><subject>Acidic soils</subject><subject>Agronomy</subject><subject>Crop management</subject><subject>Cropping systems</subject><subject>Crops</subject><subject>Eleusine coracana</subject><subject>Grain</subject><subject>Human nutrition</subject><subject>Humanities and Social Sciences</subject><subject>Iron</subject><subject>Legumes</subject><subject>multidisciplinary</subject><subject>Organic matter</subject><subject>Plant breeding</subject><subject>Productivity</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Soil types</subject><subject>Soils</subject><subject>Sorghum</subject><subject>Sorghum bicolor</subject><subject>Sustainability management</subject><subject>Vigna unguiculata</subject><subject>Zea mays</subject><subject>Zinc</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp9Uctu1TAQtRCIVpf-AAtkiQ2bFI-dlzdIqKIUqRIb2LCxHGeSunLsYCdUt5_AV-PelFJY4I1nzpw5nvEh5CWwU2CifZtKqGRbMJBFyVueoyfkmLOyKrjg_Omj-IicpHTN8qm4LEE-J0cCGFRVC8fk5znGxTp7i5FO2usRJ_QL1b6nKVhHl_2M1PrBregN0jFq6-mt9eZAsTF4akKu-CXqxeZs9X2WylgG0mL9SNOknbsK7oDHMM8HcJ8WnFKWpt_s1OnuBl-QZ4N2CU_u7x35ev7hy9lFcfn546ez95eFqUAshalrbBtANCVHqAfRa8lMpzl2AqESHHQPZacFVK2G2nAGfT3IsjF9m5lC7Mi7TXdeuwn7bXan5mgnHfcqaKv-rnh7pcbwQ9Vl0zbiTuDNvUAM31dMi5psMuic9hjWpDgHIaEqG5mpr_-hXoc1-rye4kKKbEmdR94RvrHy96QUcXgYBpi6c1ttbqvstjq4rVhuevV4jYeW395mgtgIKZf8iPHP2_-R_QX6F7l1</recordid><startdate>20190423</startdate><enddate>20190423</enddate><creator>Manzeke, Muneta G.</creator><creator>Mtambanengwe, Florence</creator><creator>Watts, Michael J.</creator><creator>Hamilton, Elliott M.</creator><creator>Lark, R. Murray</creator><creator>Broadley, Martin R.</creator><creator>Mapfumo, Paul</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>C6C</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-3784-4915</orcidid><orcidid>https://orcid.org/0000-0003-0379-8401</orcidid></search><sort><creationdate>20190423</creationdate><title>Fertilizer management and soil type influence grain zinc and iron concentration under contrasting smallholder cropping systems in Zimbabwe</title><author>Manzeke, Muneta G. ; Mtambanengwe, Florence ; Watts, Michael J. ; Hamilton, Elliott M. ; Lark, R. Murray ; Broadley, Martin R. ; Mapfumo, Paul</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c513t-c66e871eec42e16f3da90cba2eb3e15321ad14ba3158a16c201d6f947cd8a9033</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>704/2151</topic><topic>704/2151/209</topic><topic>Acetic acid</topic><topic>Acidic soils</topic><topic>Agronomy</topic><topic>Crop management</topic><topic>Cropping systems</topic><topic>Crops</topic><topic>Eleusine coracana</topic><topic>Grain</topic><topic>Human nutrition</topic><topic>Humanities and Social Sciences</topic><topic>Iron</topic><topic>Legumes</topic><topic>multidisciplinary</topic><topic>Organic matter</topic><topic>Plant breeding</topic><topic>Productivity</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Soil types</topic><topic>Soils</topic><topic>Sorghum</topic><topic>Sorghum bicolor</topic><topic>Sustainability management</topic><topic>Vigna unguiculata</topic><topic>Zea mays</topic><topic>Zinc</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Manzeke, Muneta G.</creatorcontrib><creatorcontrib>Mtambanengwe, Florence</creatorcontrib><creatorcontrib>Watts, Michael J.</creatorcontrib><creatorcontrib>Hamilton, Elliott M.</creatorcontrib><creatorcontrib>Lark, R. 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Murray</au><au>Broadley, Martin R.</au><au>Mapfumo, Paul</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Fertilizer management and soil type influence grain zinc and iron concentration under contrasting smallholder cropping systems in Zimbabwe</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2019-04-23</date><risdate>2019</risdate><volume>9</volume><issue>1</issue><spage>6445</spage><epage>6445</epage><pages>6445-6445</pages><artnum>6445</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>Micronutrient deficiencies remain prevalent in food systems of southern Africa, although advances in biofortification through crop breeding and agronomy provide opportunities to address these. We determined baseline soil availability of zinc (Zn) and iron (Fe) and the effects of soil type and farmer management on extractable soil Zn and Fe and subsequent concentration in cereal and legume grains under two contrasting agro-ecologies in Zimbabwe. Soil and crop surveys were conducted in Hwedza and Mutasa Districts of Zimbabwe in 2015–16 on 350 locations over different soil types. Fields with different levels of productivity (designated as “most” and “least” productive fields) were sampled using an inherited hierarchical randomized sampling design. Grain Zn and Fe concentration in maize (
Zea mays
), sorghum (
Sorghum bicolor
), finger millet (
Eleusine coracana
) and cowpea (
Vigna unguiculata
) were generally insufficient for adequate human nutrition. A Linear Mixed Effects (LME) model revealed that diethylene triamine penta-acetic acid- (DTPA) extractable soil Zn concentration and grain Zn concentration were affected primarily by field productivity level. DTPA-extractable soil Zn concentration was more than two-fold greater on the most productive fields (mean 0.8 mg kg
−1
) than on the least productive fields, with mean grain Zn concentration of 25.2 mg grain Zn kg
−1
which was 13% greater than seen on the least productive fields. An interaction effect of field productivity level and total soil Zn concentration on DTPA-extractable soil Zn concentration suggests potential contribution of organic matter management to unlocking unavailable forms of soil Zn. DTPA-extractable soil Fe and grain Fe concentration were primarily affected by soil type and crop type, respectively. The LME modelling approach revealed additional soil geochemical covariates affected DTPA-extractable soil Zn and Fe concentration and grain Zn and Fe concentration within Districts. Future studies can therefore be powered to detect their roles at wider spatial scales for sustainable management of crop Zn and Fe nutrition.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>31015581</pmid><doi>10.1038/s41598-019-42828-0</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-3784-4915</orcidid><orcidid>https://orcid.org/0000-0003-0379-8401</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | 704/2151 704/2151/209 Acetic acid Acidic soils Agronomy Crop management Cropping systems Crops Eleusine coracana Grain Human nutrition Humanities and Social Sciences Iron Legumes multidisciplinary Organic matter Plant breeding Productivity Science Science (multidisciplinary) Soil types Soils Sorghum Sorghum bicolor Sustainability management Vigna unguiculata Zea mays Zinc |
title | Fertilizer management and soil type influence grain zinc and iron concentration under contrasting smallholder cropping systems in Zimbabwe |
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