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Article: Mapping global cropland and field size

TitleMapping global cropland and field size
Authors
KeywordsData fusion
Field size
Synergy map
Land cover
Cropland
Agricultural intensity
Issue Date2015
Citation
Global Change Biology, 2015, v. 21, n. 5, p. 1980-1992 How to Cite?
Abstract© 2015 John Wiley & Sons Ltd. A new 1 km global IIASA-IFPRI cropland percentage map for the baseline year 2005 has been developed which integrates a number of individual cropland maps at global to regional to national scales. The individual map products include existing global land cover maps such as GlobCover 2005 and MODIS v.5, regional maps such as AFRICOVER and national maps from mapping agencies and other organizations. The different products are ranked at the national level using crowdsourced data from Geo-Wiki to create a map that reflects the likelihood of cropland. Calibration with national and subnational crop statistics was then undertaken to distribute the cropland within each country and subnational unit. The new IIASA-IFPRI cropland product has been validated using very high-resolution satellite imagery via Geo-Wiki and has an overall accuracy of 82.4%. It has also been compared with the EarthStat cropland product and shows a lower root mean square error on an independent data set collected from Geo-Wiki. The first ever global field size map was produced at the same resolution as the IIASA-IFPRI cropland map based on interpolation of field size data collected via a Geo-Wiki crowdsourcing campaign. A validation exercise of the global field size map revealed satisfactory agreement with control data, particularly given the relatively modest size of the field size data set used to create the map. Both are critical inputs to global agricultural monitoring in the frame of GEOGLAM and will serve the global land modelling and integrated assessment community, in particular for improving land use models that require baseline cropland information. These products are freely available for downloading from the http://cropland.geo-wiki.org website.
Persistent Identifierhttp://hdl.handle.net/10722/296751
ISSN
2023 Impact Factor: 10.8
2023 SCImago Journal Rankings: 4.285
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorFritz, Steffen-
dc.contributor.authorSee, Linda-
dc.contributor.authorMccallum, Ian-
dc.contributor.authorYou, Liangzhi-
dc.contributor.authorBun, Andriy-
dc.contributor.authorMoltchanova, Elena-
dc.contributor.authorDuerauer, Martina-
dc.contributor.authorAlbrecht, Fransizka-
dc.contributor.authorSchill, Christian-
dc.contributor.authorPerger, Christoph-
dc.contributor.authorHavlik, Petr-
dc.contributor.authorMosnier, Aline-
dc.contributor.authorThornton, Philip-
dc.contributor.authorWood-Sichra, Ulrike-
dc.contributor.authorHerrero, Mario-
dc.contributor.authorBecker-Reshef, Inbal-
dc.contributor.authorJustice, Chris-
dc.contributor.authorHansen, Matthew-
dc.contributor.authorGong, Peng-
dc.contributor.authorAbdel Aziz, Sheta-
dc.contributor.authorCipriani, Anna-
dc.contributor.authorCumani, Renato-
dc.contributor.authorCecchi, Giuliano-
dc.contributor.authorConchedda, Giulia-
dc.contributor.authorFerreira, Stefanus-
dc.contributor.authorGomez, Adriana-
dc.contributor.authorHaffani, Myriam-
dc.contributor.authorKayitakire, Francois-
dc.contributor.authorMalanding, Jaiteh-
dc.contributor.authorMueller, Rick-
dc.contributor.authorNewby, Terence-
dc.contributor.authorNonguierma, Andre-
dc.contributor.authorOlusegun, Adeaga-
dc.contributor.authorOrtner, Simone-
dc.contributor.authorRajak, D. Ram-
dc.contributor.authorRocha, Jansle-
dc.contributor.authorSchepaschenko, Dmitry-
dc.contributor.authorSchepaschenko, Maria-
dc.contributor.authorTerekhov, Alexey-
dc.contributor.authorTiangwa, Alex-
dc.contributor.authorVancutsem, Christelle-
dc.contributor.authorVintrou, Elodie-
dc.contributor.authorWenbin, Wu-
dc.contributor.authorvan der Velde, Marijn-
dc.contributor.authorDunwoody, Antonia-
dc.contributor.authorKraxner, Florian-
dc.contributor.authorObersteiner, Michael-
dc.date.accessioned2021-02-25T15:16:36Z-
dc.date.available2021-02-25T15:16:36Z-
dc.date.issued2015-
dc.identifier.citationGlobal Change Biology, 2015, v. 21, n. 5, p. 1980-1992-
dc.identifier.issn1354-1013-
dc.identifier.urihttp://hdl.handle.net/10722/296751-
dc.description.abstract© 2015 John Wiley & Sons Ltd. A new 1 km global IIASA-IFPRI cropland percentage map for the baseline year 2005 has been developed which integrates a number of individual cropland maps at global to regional to national scales. The individual map products include existing global land cover maps such as GlobCover 2005 and MODIS v.5, regional maps such as AFRICOVER and national maps from mapping agencies and other organizations. The different products are ranked at the national level using crowdsourced data from Geo-Wiki to create a map that reflects the likelihood of cropland. Calibration with national and subnational crop statistics was then undertaken to distribute the cropland within each country and subnational unit. The new IIASA-IFPRI cropland product has been validated using very high-resolution satellite imagery via Geo-Wiki and has an overall accuracy of 82.4%. It has also been compared with the EarthStat cropland product and shows a lower root mean square error on an independent data set collected from Geo-Wiki. The first ever global field size map was produced at the same resolution as the IIASA-IFPRI cropland map based on interpolation of field size data collected via a Geo-Wiki crowdsourcing campaign. A validation exercise of the global field size map revealed satisfactory agreement with control data, particularly given the relatively modest size of the field size data set used to create the map. Both are critical inputs to global agricultural monitoring in the frame of GEOGLAM and will serve the global land modelling and integrated assessment community, in particular for improving land use models that require baseline cropland information. These products are freely available for downloading from the http://cropland.geo-wiki.org website.-
dc.languageeng-
dc.relation.ispartofGlobal Change Biology-
dc.subjectData fusion-
dc.subjectField size-
dc.subjectSynergy map-
dc.subjectLand cover-
dc.subjectCropland-
dc.subjectAgricultural intensity-
dc.titleMapping global cropland and field size-
dc.typeArticle-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1111/gcb.12838-
dc.identifier.pmid25640302-
dc.identifier.scopuseid_2-s2.0-84927952208-
dc.identifier.volume21-
dc.identifier.issue5-
dc.identifier.spage1980-
dc.identifier.epage1992-
dc.identifier.eissn1365-2486-
dc.identifier.isiWOS:000353220500019-
dc.identifier.issnl1354-1013-

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