Projection of spatial and temporal changes of rainfall in Sarawak of Borneo Island using statistical downscaling of CMIP5 models

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dc.contributor.authorZulfaqar Sa'adi
dc.contributor.authorShamsuddin Shahid
dc.contributor.authorEun-Sung Chung
dc.contributor.authorTarmizi bin Ismail
dc.coverage.publicationMalaysia
dc.date.accessioned2024-05-20T03:08:22Z
dc.date.available2024-05-20T03:08:22Z
dc.date.issued2017
dc.description.abstractThis study assesses the possible changes in rainfall patterns of Sarawak in Borneo Island due to climate change through statistical downscaling of General Circulation Models (GCM) projections. Available in-situ observed rainfall data were used to downscale the future rainfall from ensembles of 20 GCMs of Coupled Model Intercomparison Project phase 5 (CMIP5) for four Representative Concentration Pathways (RCP) scenarios, namely, RCP2.6, RCP4.5, RCP6.0 and RCP8.5. Model Output Statistics (MOS) based downscaling models were developed using two data mining approaches known as Random Forest (RF) and Support Vector Machine (SVM).
dc.identifier.citationSa'adi, Z., Shahid, S., Chung, E. S., & bin Ismail, T. (2017). Projection of spatial and temporal changes of rainfall in Sarawak of Borneo Island using statistical downscaling of CMIP5 models. Atmospheric research, 197, 446-460.
dc.identifier.urihttps://repoemc.ukm.my/handle/123456789/1337
dc.language.isoen
dc.publisherElsevier
dc.publisher.alternativeAtmospheric Research
dc.subjectStatistical downscaling
dc.subjectclimate change projection
dc.subjectgeneral circulation model
dc.subjectrepresemtative comcentration pathways
dc.subjectSarawak
dc.titleProjection of spatial and temporal changes of rainfall in Sarawak of Borneo Island using statistical downscaling of CMIP5 models
dc.typeJournal

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