<?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.109.58" 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/109.eml</alternateIdentifier><title>Cellulosic Biofuels Diversity Experiment at the Kellogg Biological Station, Hickory Corners, MI  (2006 to 2020)</title><creator><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></creator><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>2026-08-11</pubDate><abstract><section><title>Dataset Abstract</title><para></para><para>original data source http://lter.kbs.msu.edu/datasets/109</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">yield</keyword><keyword keywordType="theme">biomass</keyword></keywordSet><keywordSet><keyword>Primary Production</keyword><keyword>Disturbance</keyword><keyword>Populations</keyword><keywordThesaurus>LTER Core Research Area</keywordThesaurus></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>2006-09-26</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/293</alternateIdentifier><entityName>Kellogg Biological Station LTER: Agronomic Yields of Grain Crops (KBS083-001)</entityName><entityDescription>Agronomic grain yields of annual crops (CE1-CE3) harvested from the Cellulosic Biofuels Diversity Experiment and reported at standard moistures.</entityDescription><physical><objectName>Agronomic+Yields+of+Grain+Crops.csv</objectName><encodingMethod>None</encodingMethod><dataFormat><textFormat><numHeaderLines>26</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/293.csv</url></online></distribution></physical><attributeList><attribute><attributeName>Date</attributeName><attributeDefinition>harvest 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>Plot</attributeName><attributeDefinition>plot that was harvested</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>plot that was harvested</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>Treatment</attributeName><attributeDefinition>treatment applied to the plot</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>treatment applied to the plot</definition></textDomain></nonNumericDomain></nominal></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>Yield_bu_a</attributeName><attributeDefinition>grain yield in bushel/acre</attributeDefinition><measurementScale><ratio><unit><standardUnit>bushelPerAcre</standardUnit></unit><numericDomain><numberType>real</numberType></numericDomain></ratio></measurementScale></attribute><attribute><attributeName>Yield_kg_ha</attributeName><attributeDefinition>grain yield in kg/ha</attributeDefinition><measurementScale><ratio><unit><standardUnit>kilogramsPerHectare</standardUnit></unit><numericDomain><numberType>real</numberType></numericDomain></ratio></measurementScale></attribute><attribute><attributeName>comment</attributeName><attributeDefinition>additional comments about the observation</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>additional comments about the observation</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute></attributeList></dataTable><dataTable><alternateIdentifier system="lter.kbs.msu.edu">https://lter.kbs.msu.edu/datatables/294</alternateIdentifier><entityName>Kellogg Biological Station LTER: Narrative Agronomic Field Log (KBS083-002)</entityName><entityDescription>A narrative of agronomic activities on the Cellulosic Biofuels Diversity Experiment.</entityDescription><physical><objectName>Narative+Agronomic+Field+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/294.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 practice</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>description of the agronomic practice</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/361</alternateIdentifier><entityName>Kellogg Biological Station LTER: Agronomic Yields of Cellulosic Crops (KBS083-003)</entityName><entityDescription>Agronomic yields of cellulosic crops (CE4-CE12) harvested from the Cellulosic Biofuel Diversity Experiment and reported as dry mass.</entityDescription><physical><objectName>Agronomic+Yields+of+Celulosic+Crops.csv</objectName><encodingMethod>None</encodingMethod><dataFormat><textFormat><numHeaderLines>25</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/361.csv</url></online></distribution></physical><attributeList><attribute><attributeName>date</attributeName><attributeDefinition>harvest 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>plot</attributeName><attributeDefinition>plot that was harvested</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>plot that was harvested</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>treatment</attributeName><attributeDefinition>treatment that was harvested</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>treatment that was harvested</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>crop</attributeName><attributeDefinition>crop that was harvested</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>crop that was harvested</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>yield_tons_a</attributeName><attributeDefinition>dry biomass yield in tons/acre</attributeDefinition><measurementScale><ratio><unit><customUnit>tonsPerAcre</customUnit></unit><numericDomain><numberType>real</numberType></numericDomain></ratio></measurementScale></attribute><attribute><attributeName>yield_mt_ha</attributeName><attributeDefinition>dry biomass yield in metric tons per hectare</attributeDefinition><measurementScale><ratio><unit><standardUnit>tonnePerHectare</standardUnit></unit><numericDomain><numberType>real</numberType></numericDomain></ratio></measurementScale></attribute></attributeList></dataTable><dataTable><alternateIdentifier system="lter.kbs.msu.edu">https://lter.kbs.msu.edu/datatables/429</alternateIdentifier><entityName>Kellogg Biological Station LTER: Planting Details (KBS083-004)</entityName><entityDescription>Planting information on the crops of the Cellulosic Biofuels Diversity Experiment as downloaded from the KBS Aglog. See Datatable KBS058-013.55 for seed species and seeding rate of all GLBRC Experiments.</entityDescription><physical><objectName>Planting+Details.csv</objectName><encodingMethod>None</encodingMethod><dataFormat><textFormat><numHeaderLines>25</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/429.csv</url></online></distribution></physical><attributeList><attribute><attributeName>obs_date</attributeName><attributeDefinition>the date of the observation</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>plot</attributeName><attributeDefinition>the plot code</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>the plot code</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>material</attributeName><attributeDefinition>the material used</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>the material used</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>rate</attributeName><attributeDefinition>the amount of material used</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>the amount of material used</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>unit</attributeName><attributeDefinition>the units of material per acre</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>the units of material per acre</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>comment</attributeName><attributeDefinition>description of the activity</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>description of the activity</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute></attributeList></dataTable><dataTable><alternateIdentifier system="lter.kbs.msu.edu">https://lter.kbs.msu.edu/datatables/490</alternateIdentifier><entityName>Kellogg Biological Station LTER: Seed Species Planted (KBS083-005)</entityName><entityDescription>A list of the seed species planted and their seeding rate for the cellulosic crop treatments (CE4-CE12) of the Cellulosic Biofuels Diversity Experiment.</entityDescription><physical><objectName>Sed+Species+Planted.csv</objectName><encodingMethod>None</encodingMethod><dataFormat><textFormat><numHeaderLines>25</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/490.csv</url></online></distribution></physical><attributeList><attribute><attributeName>planting_year</attributeName><attributeDefinition>the year the plot was planted</attributeDefinition><measurementScale><dateTime><formatString>YYYY</formatString><dateTimePrecision>1</dateTimePrecision><dateTimeDomain><bounds><minimum exclusive="true">1987-4-18</minimum></bounds></dateTimeDomain></dateTime></measurementScale></attribute><attribute><attributeName>experiment</attributeName><attributeDefinition>the experiment planted</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>the experiment planted</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>treatment</attributeName><attributeDefinition>the treatment planted</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>the treatment planted</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>species</attributeName><attributeDefinition>species planted</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>species planted</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>grass_or_forb</attributeName><attributeDefinition>is the species a grass or a forb</attributeDefinition><measurementScale><nominal><nonNumericDomain><textDomain><definition>is the species a grass or a forb</definition></textDomain></nonNumericDomain></nominal></measurementScale></attribute><attribute><attributeName>ounce_per_acre</attributeName><attributeDefinition>seeding rate in ounce per acre</attributeDefinition><measurementScale><ratio><unit><customUnit>ouncePerAcre</customUnit></unit><numericDomain><numberType>real</numberType></numericDomain></ratio></measurementScale></attribute></attributeList></dataTable><usageCitation><bibtex>@article{citation_3510,
  author = {Timothy L Dickson and Katherine L Gross},
  title = {Can the results of biodiversity-ecosystem productivity studies be translated to bioenergy production?},
  year = {2015},
  journal = {PLoS ONE},
  pages = {e0135253},
  volume = {10},
  number = {9},
  doi = {10.1371/journal.pone.0135253}
}
</bibtex></usageCitation></dataset><additionalMetadata><metadata><stmml:unitList xmlns:stmml="http://www.xml-cml.org/schema/stmml-1.1" xmlns="http://www.xml-cml.org/schema/stmml" xsi:schemaLocation="http://www.xml-cml.org/schema/stmml-1.1 http://nis.lternet.edu/schemas/EML/eml-2.1.0/stmml.xsd"><stmml:unit id="tonsPerAcre" name="tonsPerAcre"/><stmml:unit id="ouncePerAcre" name="ouncePerAcre"/></stmml:unitList></metadata></additionalMetadata></eml:eml>