<?xml version='1.0' encoding='UTF-8'?><codeBook xmlns="ddi:codebook:2_5" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="ddi:codebook:2_5 https://ddialliance.org/Specification/DDI-Codebook/2.5/XMLSchema/codebook.xsd" version="2.5"><docDscr><citation><titlStmt><titl>Plantain harvest events for Colombia</titl><IDNo agency="DOI">doi:10.7910/DVN/GCMHMZ</IDNo></titlStmt><distStmt><distrbtr source="archive">Harvard Dataverse</distrbtr><distDate>2015-10-20</distDate></distStmt><verStmt source="archive"><version date="2019-06-11" type="RELEASED">2</version></verStmt><biblCit>Fondo Nacional de Fomento Hortifruticola de Colombia; International Center for Tropical Agriculture, 2015, "Plantain harvest events for Colombia", https://doi.org/10.7910/DVN/GCMHMZ, Harvard Dataverse, V2, UNF:6:19qFegKBeCQS7kjxhE7+/w== [fileUNF]</biblCit></citation></docDscr><stdyDscr><citation><titlStmt><titl>Plantain harvest events for Colombia</titl><IDNo agency="DOI">doi:10.7910/DVN/GCMHMZ</IDNo></titlStmt><rspStmt><AuthEnty affiliation="FNFH">Fondo Nacional de Fomento Hortifruticola de Colombia</AuthEnty><AuthEnty affiliation="CIAT">International Center for Tropical Agriculture</AuthEnty></rspStmt><prodStmt><producer abbr="FNFH">Fondo Nacional de Fomento Hortifruticola de Colombia</producer><producer abbr="CIAT">International Center for Tropical Agriculture</producer><grantNo agency="Fondo Nacional de Fomento Hortifruticola de Colombia (FNFH)">C-104-11</grantNo></prodStmt><distStmt><distrbtr source="archive">Harvard Dataverse</distrbtr><distrbtr abbr="CIAT" URI="http://ciat.cgiar.org/">International Center for Tropical Agriculture</distrbtr><contact affiliation="International Center for Tropical Agriculture - CIAT" email="CIAT-DM@CGIAR.ORG">CIAT Data and Research Methods</contact><depositr>Mwanzia, Leroy</depositr><depDate>2015-10-19</depDate><distDate>2015-10</distDate></distStmt><holdings URI="https://doi.org/10.7910/DVN/GCMHMZ"/></citation><stdyInfo><subject><keyword xml:lang="en">Earth and Environmental Sciences</keyword><keyword vocab="AGROVOC" vocabURI="http://aims.fao.org/aos/agrovoc/c_5989">Plantains</keyword><keyword vocab="AGROVOC" vocabURI="http://aims.fao.org/aos/agrovoc/c_4802">Bioclim</keyword><keyword>Soil and rasta</keyword><keyword>Recommendation domains</keyword><keyword>Observational dataset</keyword><keyword>Conditional forests CATPCA</keyword><keyword>PCA</keyword><keyword>Mixed models</keyword><keyword>Site-specific information</keyword><keyword>Clustering</keyword><keyword vocab="AGROVOC" vocabURI="http://aims.fao.org/aos/agrovoc/c_203">Agriculture</keyword><keyword vocab="AGROVOC" vocabURI="http://aims.fao.org/aos/agrovoc/c_211">Agronomy</keyword><keyword>Data mining</keyword><keyword>Data-driven</keyword><keyword vocab="CIAT Region">Latin America and the Caribbean</keyword><keyword vocab="CIAT Research Area">Decision and Policy Analysis - DAPA</keyword><topcClas vocab="AGROVOC" vocabURI="http://aims.fao.org/aos/agrovoc/c_203">Agriculture</topcClas><topcClas>Big data</topcClas><topcClas>Agronomy</topcClas><topcClas>Data mining</topcClas></subject><abstract>The standardized database registered 1322 cropping events</abstract><sumDscr><timePrd cycle="P1" event="start" date="2011-01">2011-01</timePrd><timePrd cycle="P1" event="end" date="2012-12">2012-12</timePrd><collDate cycle="P1" event="start" date="2011-01">2011-01</collDate><collDate cycle="P1" event="end" date="2012-12">2012-12</collDate><nation>Colombia</nation><dataKind>Observation Data</dataKind><dataKind>Climate Data</dataKind><dataKind>Tabular Data</dataKind></sumDscr></stdyInfo><method><dataColl><sources/></dataColl><anlyInfo/></method><dataAccs><setAvail/><useStmt><disclaimer>Whilst utmost care has been taken CIAT and data authors while collecting and compiling the data, the data is however offered "as is" with no express or implied warranty. In no event shall the data authors, CIAT, or relevant funding agencies be liable for any actual, incidental or consequential damages arising from use of the data.&#xd;
&lt;BR/>&lt;BR/>&#xd;
By using the CIAT Dataverse, the user expressly acknowledges that the Data may contain some nonconformities, defects, or errors. No warranty is given that the data will meet the user's needs or expectations or that all nonconformities, defects, or errors can or will be corrected. &#xd;
&lt;BR/>&lt;BR/>&#xd;
The user should always verify actual data; therefore the user bears all responsibility in determining whether the data is fit for the user’s intended use.  The user of the data should use the related publications as a baseline for their analysis whenever possible. Doing so will be an added safeguard against misinterpretation of the data. Related publications are listed in the metadata section of the Dataverse study.</disclaimer></useStmt><notes type="DVN:TOU" level="dv">&lt;a rel="license" href="http://creativecommons.org/licenses/by/4.0/" target="_blank">&lt;img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by/4.0/88x31.png" />&lt;/a>&lt;br />&#xd;
These data and documents are licensed under a &lt;a href="http://creativecommons.org/licenses/by/4.0/" target="_blank"> Creative Commons Attribution 4.0 International license.&lt;/a> You may copy, distribute and transmit the data as long as you acknowledge the source through proper &lt;a href="http://best-practices.dataverse.org/data-citation/" target="_blank">data citation&lt;/a>.</notes></dataAccs><othrStdyMat><relPubl><citation><titlStmt><titl>Jiménez D, Dorado H, Cock J, Prager SD, Delerce S, Grillon A, et al. (2016) From Observation to Information: Data-Driven Understanding of on Farm Yield Variation. PLoS ONE 11(3): e0150015.</titl><IDNo agency="doi">10.1371/journal.pone.0150015</IDNo></titlStmt><biblCit>Jiménez D, Dorado H, Cock J, Prager SD, Delerce S, Grillon A, et al. (2016) From Observation to Information: Data-Driven Understanding of on Farm Yield Variation. PLoS ONE 11(3): e0150015.</biblCit></citation><ExtLink URI="http://dx.doi.org/10.1371/journal.pone.0150015"/></relPubl></othrStdyMat></stdyDscr><fileDscr ID="f2717879" URI="https://dataverse.harvard.edu/api/access/datafile/2717879"><fileTxt><fileName>1. PlantainCropEvents.tab</fileName><dimensns><caseQnty>1322</caseQnty><varQnty>31</varQnty></dimensns><fileType>text/tab-separated-values</fileType></fileTxt><notes level="file" type="VDC:UNF" subject="Universal Numeric Fingerprint">UNF:6:19qFegKBeCQS7kjxhE7+/w==</notes><notes level="file" type="DATAVERSE:FILEDESC" subject="DataFile Description">Data file with plantain yield data and their environmental conditions.</notes></fileDscr><dataDscr><var ID="v15843233" name="id_lote" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">id_lote</labl><sumStat type="medn">1963.5</sumStat><sumStat type="vald">1322.0</sumStat><sumStat type="mean">2050.763237518897</sumStat><sumStat type="invd">0.0</sumStat><sumStat type="max">4049.0</sumStat><sumStat type="mode">.</sumStat><sumStat type="min">1.0</sumStat><sumStat type="stdev">1127.5899815357357</sumStat><varFormat type="numeric"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:LNVYm803b7bsoaWUZ7EHJA==</notes></var><var ID="v15843215" name="bio_1" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_1</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:YUOERJyOciyLnFk/MH8v7Q==</notes></var><var ID="v15843231" name="bio_2" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_2</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:iJ4SsTc3YlCeFLF72ebvsA==</notes></var><var ID="v15843224" name="bio_3" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_3</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:EsoE1dyYCGxLvnNCKEFi6w==</notes></var><var ID="v15843228" name="bio_4" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_4</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:xCWBkYeoDPI1n54ATrgVGA==</notes></var><var ID="v15843237" name="bio_5" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_5</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:ciUDBmdefJRBtGD7mHQoNg==</notes></var><var ID="v15843230" name="bio_6" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_6</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:tFbDb4fBvlEJNgPl2dzGEw==</notes></var><var ID="v15843238" name="bio_7" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_7</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:0GNbcm76OYnknD+0tHgfWQ==</notes></var><var ID="v15843210" name="bio_8" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_8</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:Hh8LnaRZLlIcKg/h74Grpw==</notes></var><var ID="v15843235" name="bio_9" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_9</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:EdtLXOBE8JHuMGahTWE/uw==</notes></var><var ID="v15843225" name="bio_10" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_10</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:+99bjIlVS8BCzDp/fbY2fQ==</notes></var><var ID="v15843219" name="bio_11" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_11</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:KVQ6f3gKmPHq502lg+HP/w==</notes></var><var ID="v15843239" name="bio_12" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_12</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:iU8mdxMnoaEAeVDEXIOSfw==</notes></var><var ID="v15843212" name="bio_13" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_13</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:qa7ImSn8Z9S0YLRmAA0fyw==</notes></var><var ID="v15843220" name="bio_14" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_14</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:Pi0E52y/JNlEcOQeeMztgw==</notes></var><var ID="v15843217" name="bio_15" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_15</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:esAoyjqk0/YeqcT13CjpoA==</notes></var><var ID="v15843213" name="bio_16" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_16</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:WgbJX5pPro3mkCw14JgGkA==</notes></var><var ID="v15843218" name="bio_17" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_17</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:o7z+w/OgtMy0l1GR6t42EA==</notes></var><var ID="v15843223" name="bio_18" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_18</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:0qw2YoeoM7KJwPfxNCU1zg==</notes></var><var ID="v15843214" name="bio_19" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">bio_19</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:hcpDM1UuhdpRjJE4rRtYKw==</notes></var><var ID="v15843221" name="Eff_depth" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">Eff_depth</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:JSIpRjZE/Z2P1sAs6VTLog==</notes></var><var ID="v15843226" name="pH" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">pH</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:+TUkW/63wOEfRDvWp6/W2w==</notes></var><var ID="v15843216" name="SOM" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">SOM</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:tLgLXLgq1atwsYRBFV13ug==</notes></var><var ID="v15843234" name="Drain" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">Drain</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:LnuKDPB2eM0VJb6rBQQJyQ==</notes></var><var ID="v15843222" name="Text" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">Text</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:Ra5Wz0fBFCwmDdiWn6pmgg==</notes></var><var ID="v15843232" name="Pl_dens" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">Pl_dens</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:SYNGlCzyb35fQ09yC4xsZg==</notes></var><var ID="v15843211" name="Pl_patt" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">Pl_patt</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:qh49APnaWaej1CJr3E56NA==</notes></var><var ID="v15843209" name="Var" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">Var</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:+ZFP2xYujRx125q+ex7lkA==</notes></var><var ID="v15843229" name="Int" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">Int</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:T/i6aOMsTR+RFyHvIsOzDA==</notes></var><var ID="v15843236" name="Yield_plant" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">Yield_plant</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:tTvYdj8Qwd0p7035LMS5mw==</notes></var><var ID="v15843227" name="Yield_area" intrvl="discrete"><location fileid="f2717879"/><labl level="variable">Yield_area</labl><varFormat type="character"/><notes subject="Universal Numeric Fingerprint" level="variable" type="Dataverse:UNF">UNF:6:B9Og3TsEqCK9oCSR4WlRnw==</notes></var></dataDscr><otherMat ID="f3381959" URI="https://dataverse.harvard.edu/api/access/datafile/3381959" level="datafile"><labl>2. PlantainCropEvents_Variable_Description.xls</labl><txt>Variable descriptions</txt><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/vnd.ms-excel</notes></otherMat></codeBook>