<?xml version="1.0" encoding="UTF-8"?><eml:eml xmlns:eml="https://eml.ecoinformatics.org/eml-2.2.0" xmlns:stmml="http://www.xml-cml.org/schema/stmml-1.1" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="https://eml.ecoinformatics.org/eml-2.2.0 https://lter.kbs.msu.edu/docs/eml-2.2.0/eml.xsd" packageId="knb-lter-kbs.32.59" system="KBS LTER"><access scope="document" order="allowFirst" authSystem="knb"><allow><principal>uid=KBS,o=lter,dc=ecoinformatics,dc=org</principal><permission>all</permission></allow><allow><principal>uid=sbohm,o=lter,dc=ecoinformatics,dc=org</principal><permission>all</permission></allow><allow><principal>public</principal><permission>read</permission></allow></access><dataset><alternateIdentifier system="lter.kbs.msu.edu">https://lter.kbs.msu.edu/datasets/35.eml</alternateIdentifier><title>Agronomy of the Biodiversity Gradient Experiment at the Kellogg Biological Station, Hickory Corners, MI  (2000 to 2020)</title><creator><individualName><givenName>Nicholas</givenName><surName>Haddad</surName></individualName><organizationName>Michigan State University</organizationName><address><deliveryPoint>3700 E Gull Lake Drive</deliveryPoint><city>Hickory Corners</city><postalCode>49060</postalCode><country>US</country></address><phone phonetype="phone"></phone><phone phonetype="fax"></phone><electronicMailAddress>haddad@kbs.msu.edu</electronicMailAddress><userId directory="http://orcid.org">0000-0002-1591-9322</userId></creator><associatedParty><individualName><givenName>Stacey</givenName><surName>VanderWulp</surName></individualName><organizationName>Michigan State University</organizationName><address><deliveryPoint>3700 East Gull Lake Drive</deliveryPoint><city>Hickory Corners</city><administrativeArea>MI</administrativeArea><postalCode>49060</postalCode><country>US</country></address><phone phonetype="phone">(269) 671-2339</phone><phone phonetype="fax">(269) 671-2333</phone><electronicMailAddress>vanderws@msu.edu</electronicMailAddress><role>principal contact</role></associatedParty><associatedParty><individualName><givenName>G.</givenName><surName>Robertson</surName></individualName><organizationName>Michigan State University</organizationName><address><deliveryPoint>3700 East Gull Lake Drive</deliveryPoint><city>Hickory Corners</city><administrativeArea>MI</administrativeArea><postalCode>49060</postalCode><country>US</country></address><phone phonetype="phone">(269) 760-8364</phone><phone phonetype="fax">(269)671-2351</phone><electronicMailAddress>robert30@msu.edu</electronicMailAddress><userId directory="http://orcid.org">0000-0001-9771-9895</userId><role>original investigator</role></associatedParty><associatedParty><individualName><givenName>Joseph</givenName><surName>Simmons</surName></individualName><organizationName>Michigan State University</organizationName><address><deliveryPoint>3700 East Gull Lake Drive</deliveryPoint><city>Hickory Corners</city><administrativeArea>MI</administrativeArea><postalCode>49060</postalCode></address><phone phonetype="phone">(269) 671-2528</phone><phone phonetype="fax">(269)671-2104</phone><electronicMailAddress>simmonsj@kbs.msu.edu</electronicMailAddress><role>principal contact</role></associatedParty><pubDate>2026-04-12</pubDate><abstract><section><title>Dataset Abstract</title><para></para><para>original data source http://lter.kbs.msu.edu/datasets/35</para></section></abstract><keywordSet><keyword keywordType="place">LTER</keyword><keyword keywordType="place">KBS</keyword><keyword keywordType="place">Kellogg Biological Station</keyword><keyword keywordType="place">Hickory Corners</keyword><keyword keywordType="place">Michigan</keyword><keyword keywordType="place">Great Lakes</keyword></keywordSet><keywordSet><keyword keywordType="theme">biomass</keyword><keyword keywordType="theme">primary</keyword><keyword keywordType="theme">production</keyword><keyword keywordType="theme">agronomy</keyword><keyword keywordType="theme">yield</keyword><keyword keywordType="theme">yield</keyword></keywordSet><keywordSet><keyword>Primary Production</keyword><keyword>Populations</keyword><keyword>Disturbance</keyword><keywordThesaurus>LTER Core Research Area</keywordThesaurus></keywordSet><keywordSet><keyword>yield soil moisture</keyword></keywordSet><keywordSet><keyword keywordType="theme">farming</keyword><keyword keywordType="theme">biota</keyword><keywordThesaurus>https://apps.usgs.gov/thesaurus/thesaurus-full.php?thcode=15</keywordThesaurus></keywordSet><intellectualRights><para>Data in the KBS LTER core database may not be published without written permission of the lead investigator or project director. These restrictions are intended mainly to preserve the primary investigators' rights to first publication and to ensure that data users are aware of the limitations that may be associated with any specific data set. These restrictions apply to both the baseline data set and to the data sets associated with specific LTER-supported subprojects.</para><para>All publications of KBS data and images must acknowledge KBS LTER support.</para></intellectualRights><coverage><geographicCoverage><geographicDescription>The areas around the Kellogg Biological Station in southwest Michigan</geographicDescription><boundingCoordinates><westBoundingCoordinate>-85.404699</westBoundingCoordinate><eastBoundingCoordinate>-85.366857</eastBoundingCoordinate><northBoundingCoordinate>42.420265</northBoundingCoordinate><southBoundingCoordinate>42.391019</southBoundingCoordinate></boundingCoordinates></geographicCoverage><temporalCoverage><rangeOfDates><beginDate><calendarDate>2000-05-03</calendarDate></beginDate><endDate><calendarDate>2020-10-15</calendarDate></endDate></rangeOfDates></temporalCoverage></coverage><contact><organizationName>Kellogg Biological Station</organizationName><positionName>Data Manager</positionName><electronicMailAddress>lter.data.manager@kbs.msu.edu</electronicMailAddress><onlineUrl>http://lter.kbs.msu.edu</onlineUrl><userId directory="https://ror.org/">02vkce854</userId></contact><publisher><organizationName>KBS LTER</organizationName></publisher><methods><methodStep><description>Sampling Frequency: minimum of once per year
Harvestable biomass in each cropped plot is measured at the time of crop harvest. For grains, the agricultural grain harvester is fitted with a GPS-referenced yield monitoring system to provide yield maps for each 1 ha treatment plot. Additionally, grain is off-loaded into weigh wagons and weighed at the KBS dairy . Alfalfa and wheat straw is measured on a gravimetric basis per plot after it has been cut and baled. Gravimetric moisture content is measured and subtracted from the biomass and the harvestable biomass estimate presented as dry weight alfalfa or straw per area.</description><protocol id="protocol_29"><title>MCSE: Harvestable Biomass</title><creator><positionName>Data Manager</positionName></creator><distribution><online><url>http://lter.kbs.msu.edu/protocols/29</url></online></distribution></protocol></methodStep><methodStep><description>Agronomic yields are defined as the crop grain and non-grain biomass harvested in a given growing cycle and serve as the basic measurement for comparing production differences among treatments. For annual row-cropping systems of corn, soybean and wheat, yield is determined as the grain biomass collected during harvest; for annual sorghum, yield is determined as the non-grain biomass harvested. For perennial crops, including monoculture systems, such as switchgrass and miscanthus, and polyculture systems that are harvested annually, such as restored prairie, native grasses,and early successional (GLBRC only), yield is determined as the biomass harvested at the end of the growing season. For alfalfa, harvested several times per year, yield is the sum of biomass harvested over the growing season. For woody cropping systems of short-rotation poplar, annual yield is determined as the biomass collected at clear-cutting divided by the number of years of growth. 
Crops are harvested using commercial sized equipment; for the specific harvesters and equipment used see the Agronomic Activity Report (KBS004-012) or search the Ag-log at https://aglog.kbs.msu.edu/ for Harvest under the Observations tab.	</description><protocol id="protocol_194"><title>Agronomic Yields</title><creator><positionName>Data Manager</positionName></creator><distribution><online><url>http://lter.kbs.msu.edu/protocols/194</url></online></distribution></protocol></methodStep></methods><project><title>LTER: KBS - Ecological and Social Mechanisms of Resilience in Agroecosystems</title><personnel><organizationName/><role>program</role></personnel><award><funderName>National Science Foundation</funderName><funderIdentifier>http://dx.doi.org/10.13039/100000001</funderIdentifier><awardNumber>DEB 2224712</awardNumber><title>LTER: KBS - Ecological and Social Mechanisms of Resilience in Agroecosystems</title><awardUrl>https%3A%2F%2Fnsf.gov%2Fawardsearch%2FshowAward%3FAWD_ID%3D2224712%26HistoricalAwards%3Dfalse</awardUrl></award></project><dataTable><alternateIdentifier system="lter.kbs.msu.edu">https://lter.kbs.msu.edu/datatables/75</alternateIdentifier><entityName>Kellogg Biological Station LTER: Agronomic Yields (KBS032-001)</entityName><entityDescription>Agronomic grain yields of corn, soybean, and wheat, at standard moisture, over the duration of the Biodiversity Gradient Experiment (2000-2019) and dry matter (0% moisture) yields of sorghum planted in 2020 to examine the experimental residual effects on crop production. Yields are measured before 
the regular harvest by harvesting a section within each plot with a plot combine.</entityDescription><physical><objectName>Agronomic+Yields.csv</objectName><encodingMethod>None</encodingMethod><dataFormat><textFormat><numHeaderLines>29</numHeaderLines><numFooterLines>1</numFooterLines><recordDelimiter>\n</recordDelimiter><attributeOrientation>column</attributeOrientation><simpleDelimited><fieldDelimiter>,</fieldDelimiter><collapseDelimiters>no</collapseDelimiters><quoteCharacter>"</quoteCharacter><literalCharacter>\</literalCharacter></simpleDelimited></textFormat></dataFormat><distribution><online><url>https://lter.kbs.msu.edu/datatables/75.csv</url></online></distribution></physical><attributeList><attribute><attributeName>Date</attributeName><attributeDefinition>date of harvest</attributeDefinition><measurementScale><dateTime><formatString>YYYY-MM-DD</formatString><dateTimePrecision>1</dateTimePrecision><dateTimeDomain><bounds><minimum exclusive="true">1987-4-18</minimum></bounds></dateTimeDomain></dateTime></measurementScale></attribute><attribute><attributeName>Crop</attributeName><attributeDefinition>crop harvested</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>crop harvested</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>Plot</attributeName><attributeDefinition>plot ID</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>plot ID</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>Treatment</attributeName><attributeDefinition>treatment ID</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>treatment ID</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>system</attributeName><attributeDefinition>System code</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>System code</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>description</attributeName><attributeDefinition>rotation description</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>rotation description</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>Yield_bu_A</attributeName><attributeDefinition>grain yield in bushel per acre at standard moisture (13% for winter wheat and soybeans, and 15% for corn)</attributeDefinition><measurementScale><ratio><unit><standardUnit>bushelPerAcre</standardUnit></unit><precision>0.5</precision><numericDomain><numberType>real</numberType></numericDomain></ratio></measurementScale></attribute><attribute><attributeName>Yield_kg_ha</attributeName><attributeDefinition>grain yield in kilograms per hectare at standard moisture (13% for winter wheat and soybeans, and 15% for corn, 0% for sorghum)</attributeDefinition><measurementScale><ratio><unit><standardUnit>kilogramsPerHectare</standardUnit></unit><precision>20.0</precision><numericDomain><numberType>real</numberType></numericDomain></ratio></measurementScale></attribute><attribute><attributeName>Year</attributeName><attributeDefinition>year of the observation</attributeDefinition><measurementScale><dateTime><formatString>YYYY</formatString><dateTimePrecision>1</dateTimePrecision><dateTimeDomain><bounds><minimum exclusive="true">1987-4-18</minimum></bounds></dateTimeDomain></dateTime></measurementScale></attribute></attributeList></dataTable><dataTable><alternateIdentifier system="lter.kbs.msu.edu">https://lter.kbs.msu.edu/datatables/295</alternateIdentifier><entityName>Kellogg Biological Station LTER: Narrative Agronomic Log (KBS032-002)</entityName><entityDescription>A narrative of the agronomic activities on the Biodiversity Gradient Experiment</entityDescription><physical><objectName>Narative+Agronomic+Log.csv</objectName><encodingMethod>None</encodingMethod><dataFormat><textFormat><numHeaderLines>22</numHeaderLines><numFooterLines>1</numFooterLines><recordDelimiter>\n</recordDelimiter><attributeOrientation>column</attributeOrientation><simpleDelimited><fieldDelimiter>,</fieldDelimiter><collapseDelimiters>no</collapseDelimiters><quoteCharacter>"</quoteCharacter><literalCharacter>\</literalCharacter></simpleDelimited></textFormat></dataFormat><distribution><online><url>https://lter.kbs.msu.edu/datatables/295.csv</url></online></distribution></physical><attributeList><attribute><attributeName>Obs_date</attributeName><attributeDefinition>observation date</attributeDefinition><measurementScale><dateTime><formatString>YYYY-MM-DD</formatString><dateTimePrecision>1</dateTimePrecision><dateTimeDomain><bounds><minimum exclusive="true">1987-4-18</minimum></bounds></dateTimeDomain></dateTime></measurementScale></attribute><attribute><attributeName>Comment</attributeName><attributeDefinition>description of the agronomic event</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>description of the agronomic event</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>Author</attributeName><attributeDefinition>author of the observation</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>author of the observation</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute></attributeList></dataTable><dataTable><alternateIdentifier system="lter.kbs.msu.edu">https://lter.kbs.msu.edu/datatables/296</alternateIdentifier><entityName>Kellogg Biological Station LTER: Expanded Agronomic Log (KBS032-003)</entityName><entityDescription>An expanded log of agronomic activities on the Biodiversity Gradient Experiment.</entityDescription><physical><objectName>Expanded+Agronomic+Log.csv</objectName><encodingMethod>None</encodingMethod><dataFormat><textFormat><numHeaderLines>28</numHeaderLines><numFooterLines>1</numFooterLines><recordDelimiter>\n</recordDelimiter><attributeOrientation>column</attributeOrientation><simpleDelimited><fieldDelimiter>,</fieldDelimiter><collapseDelimiters>no</collapseDelimiters><quoteCharacter>"</quoteCharacter><literalCharacter>\</literalCharacter></simpleDelimited></textFormat></dataFormat><distribution><online><url>https://lter.kbs.msu.edu/datatables/296.csv</url></online></distribution></physical><attributeList><attribute><attributeName>obs_date</attributeName><attributeDefinition>observation date</attributeDefinition><measurementScale><dateTime><formatString>YYYY-MM-DD</formatString><dateTimePrecision>1</dateTimePrecision><dateTimeDomain><bounds><minimum exclusive="true">1987-4-18</minimum></bounds></dateTimeDomain></dateTime></measurementScale></attribute><attribute><attributeName>treatment</attributeName><attributeDefinition>treatment of which the observation pertains </attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>treatment of which the observation pertains </definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>comment</attributeName><attributeDefinition>description of agronomic event</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>description of agronomic event</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>name</attributeName><attributeDefinition>plot name</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>plot name</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>material</attributeName><attributeDefinition>material used</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>material used</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>rate</attributeName><attributeDefinition>rate of application</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>rate of application</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>units</attributeName><attributeDefinition>unit of the rate of application</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>unit of the rate of application</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>equipment</attributeName><attributeDefinition>equipment used</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>equipment used</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>observation</attributeName><attributeDefinition>observation id in the aglog (for further information on the record go to http://aglog.kbs.msu.edu/observations/#id)</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>observation id in the aglog (for further information on the record go to http://aglog.kbs.msu.edu/observations/#id)</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute></attributeList></dataTable></dataset></eml:eml>