Projecting Future Climate Change Scenarios Using Three Bias-Correction Methods
Joint Authors
Kum, Donghyuk
Lim, Kyoung Jae
Jang, Chun Hwa
Ryu, Jichul
Yang, Jae E.
Kim, Seong Joon
Kong, Dong Soo
Jung, Younghun
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-12-14
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
We performed bias correction in future climate change scenarios to provide better accuracy of models through adaptation to future climate change.
The proposed combination of the change factor (CF) and quantile mapping (QM) methods combines the individual advantages of both methods for adjusting the bias in global circulation models (GCMs) and regional circulation models (RCMs).
We selected a study site in Songwol-dong, Seoul, Republic of Korea, to test and assess our proposed method.
Our results show that the combined CF + QM method delivers better performance in terms of correcting the bias in GCMs/RCMs than when both methods are applied individually.
In particular, our proposed method considerably improved the bias-corrected precipitation by capturing both the high peaks and amounts of precipitation as compared to that from the CF-only and QM-only methods.
Thus, our proposed method can provide high-accuracy bias-corrected precipitation data, which could prove to be highly useful in interdisciplinary studies across the world.
American Psychological Association (APA)
Kum, Donghyuk& Lim, Kyoung Jae& Jang, Chun Hwa& Ryu, Jichul& Yang, Jae E.& Kim, Seong Joon…[et al.]. 2014. Projecting Future Climate Change Scenarios Using Three Bias-Correction Methods. Advances in Meteorology،Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1015529
Modern Language Association (MLA)
Kum, Donghyuk…[et al.]. Projecting Future Climate Change Scenarios Using Three Bias-Correction Methods. Advances in Meteorology No. 2014 (2014), pp.1-12.
https://search.emarefa.net/detail/BIM-1015529
American Medical Association (AMA)
Kum, Donghyuk& Lim, Kyoung Jae& Jang, Chun Hwa& Ryu, Jichul& Yang, Jae E.& Kim, Seong Joon…[et al.]. Projecting Future Climate Change Scenarios Using Three Bias-Correction Methods. Advances in Meteorology. 2014. Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-1015529
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1015529