<?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>Global Spatially-Disaggregated Crop Production Statistics Data for 2010 Version 2.0</titl><IDNo agency="DOI">doi:10.7910/DVN/PRFF8V</IDNo></titlStmt><distStmt><distrbtr source="archive">Harvard Dataverse</distrbtr><distDate>2019-01-04</distDate></distStmt><verStmt source="archive"><version date="2025-02-04" type="RELEASED">4</version></verStmt><biblCit>International Food Policy Research Institute (IFPRI), 2019, "Global Spatially-Disaggregated Crop Production Statistics Data for 2010 Version 2.0", https://doi.org/10.7910/DVN/PRFF8V, Harvard Dataverse, V4</biblCit></citation></docDscr><stdyDscr><citation><titlStmt><titl>Global Spatially-Disaggregated Crop Production Statistics Data for 2010 Version 2.0</titl><subTitl>Spatial Production Allocation Model (SPAM) 2010</subTitl><altTitl>MapSPAM 2010</altTitl><IDNo agency="DOI">doi:10.7910/DVN/PRFF8V</IDNo></titlStmt><rspStmt><AuthEnty>International Food Policy Research Institute (IFPRI)</AuthEnty><othId role="Project Leader">You, Liangzhi (International Food Policy Research Institute (IFPRI))</othId><othId role="Researcher">You, Liangzhi (International Food Policy Research Institute (IFPRI))</othId><othId role="Researcher">Guo, Zhe (International Food Policy Research Institute (IFPRI))</othId><othId role="Data Manager">Wood-Sichra, Ulrike (International Food Policy Research Institute (IFPRI))</othId><othId role="Data Collector">Wood-Sichra, Ulrike (International Food Policy Research Institute (IFPRI))</othId><othId role="Data Collector">Ru, Yating (International Food Policy Research Institute (IFPRI))</othId><othId role="Data Collector">Jeon, Seong-Min (International Food Policy Research Institute (IFPRI))</othId><othId role="Research Group">Spatial Data and Analytics Theme</othId><othId role="Supervisor">Koo, Jawoo (International Food Policy Research Institute (IFPRI))</othId><othId role="Other">CGIAR Platform for Big Data in Agriculture</othId><othId role="Other">CGIAR Research Program on Policies, Institutions, and Markets</othId><othId role="Funder">USAID Feed the Future Innovation Lab for Collaborative Research on Sustainable Intensification (AID-OAA-L-14-00006)</othId><othId role="Funder">USAID Feed the Future Innovation Lab for Small Scale Irrigation (AID-OAA-A-13-0005)</othId></rspStmt><prodStmt><producer abbr="IFPRI">International Food Policy Research Institute</producer><prodDate>2019-10-09</prodDate><prodPlac>Washington, DC, USA</prodPlac><grantNo agency="Bill and Melinda Gates Foundation (BMGF)">OPPGD1450</grantNo><grantNo agency="NASA Harvest">OPPGD1450</grantNo><grantNo agency="United States Agency for International Development (USAID)">OPPGD1450</grantNo></prodStmt><distStmt><distrbtr source="archive">Harvard Dataverse</distrbtr><distrbtr abbr="IFPRI" URI="https://ifpri.org">International Food Policy Research Institute</distrbtr><contact affiliation="International Food Policy Research Institute (IFPRI)" email="z.guo@cgiar.org">Guo, Zhe</contact><contact affiliation="International Food Policy Research Institute (IFPRI)" email="l.you@cgiar.org">You, Liangzhi</contact><contact affiliation="International Food Policy Research Institute (IFPRI)" email="j.koo@cgiar.org">Koo, Jawoo</contact><depositr>Koo, Jawoo</depositr><depDate>2019-10-09</depDate><distDate>2019</distDate></distStmt><serStmt><serName>Geospatial Data</serName></serStmt><holdings URI="https://doi.org/10.7910/DVN/PRFF8V"/></citation><stdyInfo><subject><keyword xml:lang="en">Agricultural Sciences</keyword><keyword xml:lang="en">Computer and Information Science</keyword><keyword xml:lang="en">Earth and Environmental Sciences</keyword><keyword vocab="AGROVOC" vocabURI="http://aims.fao.org/aos/agrovoc/c_49978">statistics</keyword><keyword vocab="AGROVOC" vocabURI="http://aims.fao.org/aos/agrovoc/c_5976">plant production</keyword><keyword vocab="AGROVOC" vocabURI="http://aims.fao.org/aos/agrovoc/c_36230">spatial distribution</keyword><keyword vocab="AGROVOC" vocabURI="http://aims.fao.org/aos/agrovoc/c_9000154">spatial database</keyword><topcClas vocab="AGROVOC" vocabURI="http://aims.fao.org/aos/agrovoc/c_10967">Food security</topcClas><topcClas vocab="AGROVOC" vocabURI="http://aims.fao.org/aos/agrovoc/c_2ac7c9e1">Agricultural production</topcClas><topcClas vocab="AGROVOC" vocabURI="http://aims.fao.org/aos/agrovoc/c_35131">Geographical information systems</topcClas></subject><abstract date="2020-07-14">Using a variety of inputs, IFPRI's Spatial Production Allocation Model (SPAM) uses a cross-entropy approach to make plausible estimates of crop distribution within disaggregated units. Moving the data from coarser units such as countries and sub-national provinces, to finer units such as grid cells, reveals spatial patterns of crop performance, creating a global grid-scape at the confluence between geography and agricultural production systems. Improving spatial understanding of crop production systems allows policymakers and donors to better target agricultural and rural development policies and investments, increasing food security and growth with minimal environmental impacts.</abstract><sumDscr><timePrd cycle="P1" event="start" date="2009-01-01">2009-01-01</timePrd><timePrd cycle="P1" event="end" date="2011-12-31">2011-12-31</timePrd><geogUnit>5 arc-minute grid cell</geogUnit><dataKind>spatial data</dataKind></sumDscr><notes>For more information and data download options, please visit the MapSPAM website at https://mapspam.info. Funding support for MapSPAM was provided by CGIAR Platform for Big Data in Agriculture, CGIAR Research Program on Policies, Institutions, and Markets (PIM), The Bill and Melinda Gates Foundation, NASA Harvest (https://nasaharvest.org), USAID Feed the Future Innovation Lab for Small Scale Irrigation (https://ilssi.tamu.edu), USAID Feed the Future Innovation Lab for Sustainable Intensification (https://www.k-state.edu/siil), and Macro Agriculture Research Institute (http://mari.hzau.edu.cn).</notes></stdyInfo><method><dataColl><sources><dataSrc>Subnational agricultural production statistics data</dataSrc></sources></dataColl><anlyInfo/></method><dataAccs><setAvail/><useStmt/><notes type="DVN:TOU" level="dv">&lt;h1> IFPRI  DATAVERSE TERMS OF USE &lt;/h1> &#xd;
By using this website and any of the materials made available through it, you agree to abide by the Terms of Use of IFPRI Dataverse. The datasets and documents in this study are licensed under &lt;a rel="license" href="http://creativecommons.org/licenses/by/4.0/">&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 />This work is licensed under a &lt;a rel="license" href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License&lt;/a>.</notes></dataAccs><othrStdyMat><relStdy>&lt;a href="https://doi.org/10.7910/DVN/SWPENT">Global Spatially-Disaggregated Crop Production Statistics Data for 2020 Version 1.0.0&lt;/a></relStdy><relStdy>&lt;/p>&lt;a href="https://doi.org/10.7910/DVN/FSSKBW">Spatially-Disaggregated Crop Production Statistics Data in Africa South of the Sahara for 2017&lt;/a></relStdy><relStdy>&lt;/p>
&lt;a href="https://doi.org/10.7910/DVN/DHXBJX">Global Spatially-Disaggregated Crop Production Statistics Data for 2005 Version 3.2&lt;/a></relStdy><relStdy>&lt;/p>
&lt;a href="https://doi.org/10.7910/DVN/A50I2T">Global Spatially-Disaggregated Crop Production Statistics Data for 2000 Version 3.0.7&lt;/a></relStdy><relPubl><citation><titlStmt><titl>Yu, Q., You, L., Wood-Sichra, U., Ru, Y., Joglekar, A. K. B., Fritz, S., Xiong, W., Lu, M., Wu, W., and Yang, P.: A cultivated planet in 2010: 2. the global gridded agricultural production maps, Earth Syst. Sci. Data Discuss., https://doi.org/10.5194/essd-2020-11, in review, 2020.</titl><IDNo agency="doi">10.5194/essd-2020-11</IDNo></titlStmt><biblCit>Yu, Q., You, L., Wood-Sichra, U., Ru, Y., Joglekar, A. K. B., Fritz, S., Xiong, W., Lu, M., Wu, W., and Yang, P.: A cultivated planet in 2010: 2. the global gridded agricultural production maps, Earth Syst. Sci. Data Discuss., https://doi.org/10.5194/essd-2020-11, in review, 2020.</biblCit></citation><ExtLink URI="https://essd.copernicus.org/preprints/essd-2020-11/"/></relPubl></othrStdyMat></stdyDscr><otherMat ID="f3984174" URI="https://dataverse.harvard.edu/api/access/datafile/3984174" level="datafile"><labl>ReadMe_v2r0_Global.txt</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">text/plain</notes></otherMat><otherMat ID="f3984976" URI="https://dataverse.harvard.edu/api/access/datafile/3984976" level="datafile"><labl>spam2010v2r0_global_harv_area.csv.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3985000" URI="https://dataverse.harvard.edu/api/access/datafile/3985000" level="datafile"><labl>spam2010v2r0_global_harv_area.dbf.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3985008" URI="https://dataverse.harvard.edu/api/access/datafile/3985008" level="datafile"><labl>spam2010v2r0_global_harv_area.geotiff.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3984973" URI="https://dataverse.harvard.edu/api/access/datafile/3984973" level="datafile"><labl>spam2010v2r0_global_phys_area.csv.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3985001" URI="https://dataverse.harvard.edu/api/access/datafile/3985001" level="datafile"><labl>spam2010v2r0_global_phys_area.dbf.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3985010" URI="https://dataverse.harvard.edu/api/access/datafile/3985010" level="datafile"><labl>spam2010v2r0_global_phys_area.geotiff.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3984975" URI="https://dataverse.harvard.edu/api/access/datafile/3984975" level="datafile"><labl>spam2010v2r0_global_prod.csv.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3985003" URI="https://dataverse.harvard.edu/api/access/datafile/3985003" level="datafile"><labl>spam2010v2r0_global_prod.dbf.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3985009" URI="https://dataverse.harvard.edu/api/access/datafile/3985009" level="datafile"><labl>spam2010v2r0_global_prod.geotiff.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3984972" URI="https://dataverse.harvard.edu/api/access/datafile/3984972" level="datafile"><labl>spam2010v2r0_global_val_prod_agg.csv.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3985004" URI="https://dataverse.harvard.edu/api/access/datafile/3985004" level="datafile"><labl>spam2010v2r0_global_val_prod_agg.dbf.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3985011" URI="https://dataverse.harvard.edu/api/access/datafile/3985011" level="datafile"><labl>spam2010v2r0_global_val_prod_agg.geotiff.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3984974" URI="https://dataverse.harvard.edu/api/access/datafile/3984974" level="datafile"><labl>spam2010v2r0_global_yield.csv.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3985002" URI="https://dataverse.harvard.edu/api/access/datafile/3985002" level="datafile"><labl>spam2010v2r0_global_yield.dbf.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat><otherMat ID="f3985012" URI="https://dataverse.harvard.edu/api/access/datafile/3985012" level="datafile"><labl>spam2010v2r0_global_yield.geotiff.zip</labl><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/zip</notes></otherMat></codeBook>