The Median Isn’t the Message: soil nutrient hot spots have a disproportionate influence on biogeochemical structure across years, seasons, and depths
Soil nutrient distribution is heterogeneous in space and time, potentially altering nutrient acquisition by trees and microorganisms. Ecologists have distinguished “hot spots” (HSs) as areas with enhanced and sustained rates of nutrient fluxes relative to the surrounding soil matrix. We evaluated th...
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description | Soil nutrient distribution is heterogeneous in space and time, potentially altering nutrient acquisition by trees and microorganisms. Ecologists have distinguished “hot spots” (HSs) as areas with enhanced and sustained rates of nutrient fluxes relative to the surrounding soil matrix. We evaluated the spatial and temporal patterns in nutrient flux HSs in two mixed-conifer forest soils by repeatedly sampling the soil solution at the same spatial locations (horizontally and vertically) over multiple seasons and years using ion exchange resins incubated in situ. The climate of these forests is Mediterranean, with intense fall rains occurring following summers with little precipitation, and highly variable winter snowfall. Hot spots formed most often for NO
3
−
and Na
+
. Although nutrient HSs often occurred in the same spatial location multiple times, HSs persisted more often for PO
4
3−
NH
4
+
, and NO
3
−
, and were more transient for Ca
2+
, Mg
2+
, and Na
+
. Sampling year (annual precipitation ranged from 558 to 1223 mm) impacted the occurrence of HSs for most nutrients, but season was only significant for PO
4
3−
, NH
4
+
, NO
3
−
, and Na
+
, with HSs forming more often after fall rains than after spring snowmelt. The frequency of HSs significantly decreased with soil depth for all nutrients, forming most commonly immediately below the surficial organic horizon. Although HSs accounted for less than 17% of the sampling volume, they were responsible for 56–88% of PO
4
3−
, NH
4
+
, and NO
3
−
resin fluxes. Our results suggest that macronutrient HSs have a disproportional contribution to soil biogeochemical structure, with implications for vegetation nutrient acquisition strategies and biogeochemical models.
Graphical abstract |
doi_str_mv | 10.1007/s10533-023-01107-x |
format | Article |
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3
−
and Na
+
. Although nutrient HSs often occurred in the same spatial location multiple times, HSs persisted more often for PO
4
3−
NH
4
+
, and NO
3
−
, and were more transient for Ca
2+
, Mg
2+
, and Na
+
. Sampling year (annual precipitation ranged from 558 to 1223 mm) impacted the occurrence of HSs for most nutrients, but season was only significant for PO
4
3−
, NH
4
+
, NO
3
−
, and Na
+
, with HSs forming more often after fall rains than after spring snowmelt. The frequency of HSs significantly decreased with soil depth for all nutrients, forming most commonly immediately below the surficial organic horizon. Although HSs accounted for less than 17% of the sampling volume, they were responsible for 56–88% of PO
4
3−
, NH
4
+
, and NO
3
−
resin fluxes. Our results suggest that macronutrient HSs have a disproportional contribution to soil biogeochemical structure, with implications for vegetation nutrient acquisition strategies and biogeochemical models.
Graphical abstract</description><identifier>ISSN: 1573-515X</identifier><identifier>ISSN: 0168-2563</identifier><identifier>EISSN: 1573-515X</identifier><identifier>DOI: 10.1007/s10533-023-01107-x</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Annual precipitation ; biogeochemical cycles ; Biogeochemistry ; Biogeosciences ; Calcium ions ; Coniferous forests ; Earth and Environmental Science ; Earth Sciences ; Ecologists ; Ecosystems ; Environmental Chemistry ; ENVIRONMENTAL SCIENCES ; Fluxes ; Forest soils ; Hot spots ; Ion exchange ; Ion exchange resins ; Life Sciences ; Magnesium ; mediterranean-type climate ; Microorganisms ; Mixed forests ; mixed-conifer forest ; nutrient fluxes ; Nutrients ; Precipitation ; Resins ; Sampling ; Seasons ; Sierra Nevada ; Snowmelt ; Soil ; Soil depth ; soil nutrient heterogeneity ; Soil nutrients ; Soil solution ; Soil structure ; Soils</subject><ispartof>Biogeochemistry, 2024-01, Vol.167 (1), p.75-95</ispartof><rights>The Author(s) 2023</rights><rights>The Author(s) 2023. 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><cites>FETCH-LOGICAL-c341t-39c942911bf1f5095ef94dad8d75d3137fe59297e8aedcbd5d0616aa06fb1dd93</cites><orcidid>0000-0002-3444-6970 ; 0000-0001-8722-6552 ; 0000-0002-9023-6943 ; 0000000187226552 ; 0000000290236943 ; 0000000234446970</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10533-023-01107-x$$EPDF$$P50$$Gspringer$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10533-023-01107-x$$EHTML$$P50$$Gspringer$$Hfree_for_read</linktohtml><link.rule.ids>230,314,780,784,885,27924,27925,41120,41488,42189,42557,51319,51576</link.rule.ids><backlink>$$Uhttps://www.osti.gov/biblio/2281291$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Barnes, Morgan E.</creatorcontrib><creatorcontrib>Johnson, Dale W.</creatorcontrib><creatorcontrib>Hart, Stephen C.</creatorcontrib><creatorcontrib>Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)</creatorcontrib><title>The Median Isn’t the Message: soil nutrient hot spots have a disproportionate influence on biogeochemical structure across years, seasons, and depths</title><title>Biogeochemistry</title><addtitle>Biogeochemistry</addtitle><description>Soil nutrient distribution is heterogeneous in space and time, potentially altering nutrient acquisition by trees and microorganisms. Ecologists have distinguished “hot spots” (HSs) as areas with enhanced and sustained rates of nutrient fluxes relative to the surrounding soil matrix. We evaluated the spatial and temporal patterns in nutrient flux HSs in two mixed-conifer forest soils by repeatedly sampling the soil solution at the same spatial locations (horizontally and vertically) over multiple seasons and years using ion exchange resins incubated in situ. The climate of these forests is Mediterranean, with intense fall rains occurring following summers with little precipitation, and highly variable winter snowfall. Hot spots formed most often for NO
3
−
and Na
+
. Although nutrient HSs often occurred in the same spatial location multiple times, HSs persisted more often for PO
4
3−
NH
4
+
, and NO
3
−
, and were more transient for Ca
2+
, Mg
2+
, and Na
+
. Sampling year (annual precipitation ranged from 558 to 1223 mm) impacted the occurrence of HSs for most nutrients, but season was only significant for PO
4
3−
, NH
4
+
, NO
3
−
, and Na
+
, with HSs forming more often after fall rains than after spring snowmelt. The frequency of HSs significantly decreased with soil depth for all nutrients, forming most commonly immediately below the surficial organic horizon. Although HSs accounted for less than 17% of the sampling volume, they were responsible for 56–88% of PO
4
3−
, NH
4
+
, and NO
3
−
resin fluxes. Our results suggest that macronutrient HSs have a disproportional contribution to soil biogeochemical structure, with implications for vegetation nutrient acquisition strategies and biogeochemical models.
Graphical abstract</description><subject>Annual precipitation</subject><subject>biogeochemical cycles</subject><subject>Biogeochemistry</subject><subject>Biogeosciences</subject><subject>Calcium ions</subject><subject>Coniferous forests</subject><subject>Earth and Environmental Science</subject><subject>Earth Sciences</subject><subject>Ecologists</subject><subject>Ecosystems</subject><subject>Environmental Chemistry</subject><subject>ENVIRONMENTAL SCIENCES</subject><subject>Fluxes</subject><subject>Forest soils</subject><subject>Hot spots</subject><subject>Ion exchange</subject><subject>Ion exchange resins</subject><subject>Life Sciences</subject><subject>Magnesium</subject><subject>mediterranean-type climate</subject><subject>Microorganisms</subject><subject>Mixed forests</subject><subject>mixed-conifer forest</subject><subject>nutrient fluxes</subject><subject>Nutrients</subject><subject>Precipitation</subject><subject>Resins</subject><subject>Sampling</subject><subject>Seasons</subject><subject>Sierra Nevada</subject><subject>Snowmelt</subject><subject>Soil</subject><subject>Soil depth</subject><subject>soil nutrient heterogeneity</subject><subject>Soil nutrients</subject><subject>Soil solution</subject><subject>Soil structure</subject><subject>Soils</subject><issn>1573-515X</issn><issn>0168-2563</issn><issn>1573-515X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><recordid>eNp9UctuFDEQHKEgkYT8AKcWXBnix3pmzQ1FPCIl4hKk3Cyv3bPjaGMPbk-U3PiLiN_jSzA7SHDKodWtVlWpq6tpXnH2jjPWnxJnSsqWiVqcs769f9YcctXLVnF1ffDf_KI5IrphjOmeycPm8WpEuEQfbIRzir9-_CxQ9isiu8X3QCnsIM4lB4wFxlSAplQIRnuHYMEHmnKaUi4hRVsQQhx2M0aHkCJsQtpiciPeBmd3QCXPrsy5El1ORPCANtNbILSUYh1s9OBxKiO9bJ4Pdkd48rcfN98-fbw6-9JefP18fvbhonVyxUsrtdMroTnfDHxQTCsc9Mpbv_a98pLLfkClhe5xbdG7jVeedbyzlnXDhnuv5XHzetFNVIIhFwq60aUY0RUjxJpX8Qp6s4Cq1e8zUjE3ac6x3mWEFlx0_bqTFSUW1N5bxsFMOdza_GA4M39SMktKpqZk9imZ-0qSC6m-McQt5n_ST7B-A6jXmbA</recordid><startdate>20240101</startdate><enddate>20240101</enddate><creator>Barnes, Morgan E.</creator><creator>Johnson, Dale W.</creator><creator>Hart, Stephen C.</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><general>Springer</general><scope>C6C</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QL</scope><scope>7SN</scope><scope>7ST</scope><scope>7T7</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H96</scope><scope>K9.</scope><scope>L.G</scope><scope>P64</scope><scope>SOI</scope><scope>OTOTI</scope><orcidid>https://orcid.org/0000-0002-3444-6970</orcidid><orcidid>https://orcid.org/0000-0001-8722-6552</orcidid><orcidid>https://orcid.org/0000-0002-9023-6943</orcidid><orcidid>https://orcid.org/0000000187226552</orcidid><orcidid>https://orcid.org/0000000290236943</orcidid><orcidid>https://orcid.org/0000000234446970</orcidid></search><sort><creationdate>20240101</creationdate><title>The Median Isn’t the Message: soil nutrient hot spots have a disproportionate influence on biogeochemical structure across years, seasons, and depths</title><author>Barnes, Morgan E. ; Johnson, Dale W. ; Hart, Stephen C.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c341t-39c942911bf1f5095ef94dad8d75d3137fe59297e8aedcbd5d0616aa06fb1dd93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Annual precipitation</topic><topic>biogeochemical cycles</topic><topic>Biogeochemistry</topic><topic>Biogeosciences</topic><topic>Calcium ions</topic><topic>Coniferous forests</topic><topic>Earth and Environmental Science</topic><topic>Earth Sciences</topic><topic>Ecologists</topic><topic>Ecosystems</topic><topic>Environmental Chemistry</topic><topic>ENVIRONMENTAL SCIENCES</topic><topic>Fluxes</topic><topic>Forest soils</topic><topic>Hot spots</topic><topic>Ion exchange</topic><topic>Ion exchange resins</topic><topic>Life Sciences</topic><topic>Magnesium</topic><topic>mediterranean-type climate</topic><topic>Microorganisms</topic><topic>Mixed forests</topic><topic>mixed-conifer forest</topic><topic>nutrient fluxes</topic><topic>Nutrients</topic><topic>Precipitation</topic><topic>Resins</topic><topic>Sampling</topic><topic>Seasons</topic><topic>Sierra Nevada</topic><topic>Snowmelt</topic><topic>Soil</topic><topic>Soil depth</topic><topic>soil nutrient heterogeneity</topic><topic>Soil nutrients</topic><topic>Soil solution</topic><topic>Soil structure</topic><topic>Soils</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Barnes, Morgan E.</creatorcontrib><creatorcontrib>Johnson, Dale W.</creatorcontrib><creatorcontrib>Hart, Stephen C.</creatorcontrib><creatorcontrib>Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)</creatorcontrib><collection>Springer Nature OA/Free Journals</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Ecology Abstracts</collection><collection>Environment Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environment Abstracts</collection><collection>OSTI.GOV</collection><jtitle>Biogeochemistry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Barnes, Morgan E.</au><au>Johnson, Dale W.</au><au>Hart, Stephen C.</au><aucorp>Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Median Isn’t the Message: soil nutrient hot spots have a disproportionate influence on biogeochemical structure across years, seasons, and depths</atitle><jtitle>Biogeochemistry</jtitle><stitle>Biogeochemistry</stitle><date>2024-01-01</date><risdate>2024</risdate><volume>167</volume><issue>1</issue><spage>75</spage><epage>95</epage><pages>75-95</pages><issn>1573-515X</issn><issn>0168-2563</issn><eissn>1573-515X</eissn><abstract>Soil nutrient distribution is heterogeneous in space and time, potentially altering nutrient acquisition by trees and microorganisms. Ecologists have distinguished “hot spots” (HSs) as areas with enhanced and sustained rates of nutrient fluxes relative to the surrounding soil matrix. We evaluated the spatial and temporal patterns in nutrient flux HSs in two mixed-conifer forest soils by repeatedly sampling the soil solution at the same spatial locations (horizontally and vertically) over multiple seasons and years using ion exchange resins incubated in situ. The climate of these forests is Mediterranean, with intense fall rains occurring following summers with little precipitation, and highly variable winter snowfall. Hot spots formed most often for NO
3
−
and Na
+
. Although nutrient HSs often occurred in the same spatial location multiple times, HSs persisted more often for PO
4
3−
NH
4
+
, and NO
3
−
, and were more transient for Ca
2+
, Mg
2+
, and Na
+
. Sampling year (annual precipitation ranged from 558 to 1223 mm) impacted the occurrence of HSs for most nutrients, but season was only significant for PO
4
3−
, NH
4
+
, NO
3
−
, and Na
+
, with HSs forming more often after fall rains than after spring snowmelt. The frequency of HSs significantly decreased with soil depth for all nutrients, forming most commonly immediately below the surficial organic horizon. Although HSs accounted for less than 17% of the sampling volume, they were responsible for 56–88% of PO
4
3−
, NH
4
+
, and NO
3
−
resin fluxes. Our results suggest that macronutrient HSs have a disproportional contribution to soil biogeochemical structure, with implications for vegetation nutrient acquisition strategies and biogeochemical models.
Graphical abstract</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><doi>10.1007/s10533-023-01107-x</doi><tpages>21</tpages><orcidid>https://orcid.org/0000-0002-3444-6970</orcidid><orcidid>https://orcid.org/0000-0001-8722-6552</orcidid><orcidid>https://orcid.org/0000-0002-9023-6943</orcidid><orcidid>https://orcid.org/0000000187226552</orcidid><orcidid>https://orcid.org/0000000290236943</orcidid><orcidid>https://orcid.org/0000000234446970</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Annual precipitation biogeochemical cycles Biogeochemistry Biogeosciences Calcium ions Coniferous forests Earth and Environmental Science Earth Sciences Ecologists Ecosystems Environmental Chemistry ENVIRONMENTAL SCIENCES Fluxes Forest soils Hot spots Ion exchange Ion exchange resins Life Sciences Magnesium mediterranean-type climate Microorganisms Mixed forests mixed-conifer forest nutrient fluxes Nutrients Precipitation Resins Sampling Seasons Sierra Nevada Snowmelt Soil Soil depth soil nutrient heterogeneity Soil nutrients Soil solution Soil structure Soils |
title | The Median Isn’t the Message: soil nutrient hot spots have a disproportionate influence on biogeochemical structure across years, seasons, and depths |
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