Please use this identifier to cite or link to this item: https://hdl.handle.net/1959.11/63500
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dc.contributor.authorHasan, Md Kamrulen
dc.contributor.authorKumar, Laliten
dc.date.accessioned2024-10-17T03:53:08Z-
dc.date.available2024-10-17T03:53:08Z-
dc.date.issued2022-
dc.identifier.citationRegional Environmental Change, v.22, p. 1-16en
dc.identifier.issn1436-378Xen
dc.identifier.issn1436-3798en
dc.identifier.urihttps://hdl.handle.net/1959.11/63500-
dc.description.abstract<p>Changes in farming systems are dominated by changes in global climate and local environment, apart from the non-climatic drivers. Given the challenges in partitioning the contribution of climatic and non-climatic factors to the changes in farming systems, this paper aims to assess the types and changes of coastal farming systems, the farmer perceptions of the causes of the changes in farming systems, and the relationship between the infuencing factors and perceptions. A structured interview schedule was used to collect data from 381 randomly selected coastal households during September–October 2018. The random forest classifcation model was applied to estimate the relative importance of the farmers' characteristics on their perception of causes of changes in farming systems. This study reveals that the coastal farmers had mostly semi-subsistence type of mixed farming systems, which were going through dynamic changes in terms of their sizes and number of farmers. In general, the participation in rice, vegetables, and livestock farming was decreasing but increasing in fsheries, forestry, and fruit farming. Most (95.5%) of the farmers had to change at least one of the farming enterprises over the past decade (2009–2018) compared with the previous decade (1999–2008). About two-thirds of the farmers perceived that climate change had caused changes in their farming systems. Compared with the eastern coasts, the farmers in the western coasts tended to blame climate change to a higher extent for the effect on their agricultural activities. The random forest model outputs imply that the farmers who are younger in age and with less formal education, larger family, and smaller farmland should be supported with scientific knowledge on causes of changes in farming systems. This could help them more aware of climate change issues related to agriculture and increase their enthusiasm to take part in adaptive changes in farming systems.</p>en
dc.languageenen
dc.publisherSpringeren
dc.relation.ispartofRegional Environmental Changeen
dc.rightsAttribution 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.titleChanges in coastal farming systems in a changing climate in Bangladeshen
dc.typeJournal Articleen
dc.identifier.doi10.1007/s10113-022-01962-8en
dcterms.accessRightsUNE Greenen
dc.subject.keywordsClimate changeen
dc.subject.keywordsFarmer perceptionsen
dc.subject.keywordsCoastal communitiesen
dc.subject.keywordsMachine learningen
dc.subject.keywordsRandom foresten
dc.subject.keywordsEnvironmental Sciencesen
dc.subject.keywordsEnvironmental Studiesen
dc.subject.keywordsEnvironmental Sciences & Ecologyen
local.contributor.firstnameMd Kamrulen
local.contributor.firstnameLaliten
local.profile.schoolSchool of Environmental and Rural Scienceen
local.profile.schoolSchool of Environmental and Rural Scienceen
local.profile.emaillkumar@une.edu.auen
local.output.categoryC1en
local.record.placeauen
local.record.institutionUniversity of New Englanden
local.publisher.placeGermanyen
local.identifier.runningnumber113en
local.format.startpage1en
local.format.endpage16en
local.peerreviewedYesen
local.identifier.volume22en
local.access.fulltextYesen
local.contributor.lastnameHasanen
local.contributor.lastnameKumaren
dc.identifier.staffune-id:khasan3en
dc.identifier.staffune-id:lkumaren
local.profile.orcid0000-0002-9205-756Xen
local.profile.roleauthoren
local.profile.roleauthoren
local.identifier.unepublicationidune:1959.11/63500en
local.date.onlineversion2022-
dc.identifier.academiclevelAcademicen
dc.identifier.academiclevelAcademicen
local.title.maintitleChanges in coastal farming systems in a changing climate in Bangladeshen
local.relation.fundingsourcenoteOpen Access funding enabled and organized by CAUL and its Member Institutions. Australian Government Research Training Programme Scholarship has provided the financial support for this study. The Corresponding Author (Md Kamrul Hasan) was the recipient of the scholarship.en
local.output.categorydescriptionC1 Refereed Article in a Scholarly Journalen
local.search.authorHasan, Md Kamrulen
local.search.authorKumar, Laliten
local.open.fileurlhttps://rune.une.edu.au/web/retrieve/782475a2-1ae8-4df9-86a0-4b874827dc40en
local.uneassociationYesen
local.atsiresearchNoen
local.sensitive.culturalNoen
local.year.available2022en
local.year.published2022en
local.fileurl.openhttps://rune.une.edu.au/web/retrieve/782475a2-1ae8-4df9-86a0-4b874827dc40en
local.fileurl.openpublishedhttps://rune.une.edu.au/web/retrieve/782475a2-1ae8-4df9-86a0-4b874827dc40en
local.subject.for20203103 Ecologyen
local.subject.seo2020tbden
local.profile.affiliationtypeUNE Affiliationen
local.profile.affiliationtypeUNE Affiliationen
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School of Environmental and Rural Science
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