To preserve consistency among developed emission scenarios, the scenarios used in climate modeling, and the climate scenarios available for impact research, the pattern scaling technique is useful technique. The basic assumption of pattern scaling is that the spatial response pattern per 1 K increase in the global mean surface air temperature (SAT) (scaling pattern) is the same among emission scenarios, but this assumption requires further validation. We therefore investigated the dependence of the scaling pattern of the annual mean SAT on GHGs emission scenarios of representative concentration pathways (RCP) and the causes of that dependence using the Model for Interdisciplinary research on Climate 5 developed by Japanese research community. In particular, we focused on the relationships of the dependency with effects of aerosols and Atlantic meridional overturning circulation. We found significant dependencies of the scaling pattern on emission scenarios at middle and high latitudes of the Northern Hemisphere, with differences of > 15 % over parts of East Asia, North America, and Europe. Impact researchers should take into account those dependencies that seriously affect their research. The mid-latitude dependence is caused by differences in sulfate aerosol emissions per 1 K increase in the global mean SAT, and the high-latitude dependence is mainly caused by nonlinear responses of sea ice and ocean heat transport to global warming. Long-term trends in land-use and land-cover changes did not significantly affect the scaling pattern of annual mean SAT, but they might have an effect at different timescales.
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S Seifullin Kazakh Agrotech Res Univ, Ctr Technol Competence Field Digitalizat Agroind C, Astana 010000, KazakhstanOhio State Univ, Dept Geog & Atmospher Sci, Columbus, OH 43210 USA
Yermekov, Farabi
Rustembayev, Arman
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S Seifullin Kazakh Agrotech Res Univ, Ctr Technol Competence Field Digitalizat Agroind C, Astana 010000, KazakhstanOhio State Univ, Dept Geog & Atmospher Sci, Columbus, OH 43210 USA
Rustembayev, Arman
Topayev, Sultan
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S Seifullin Kazakh Agrotech Res Univ, Ctr Technol Competence Field Digitalizat Agroind C, Astana 010000, KazakhstanOhio State Univ, Dept Geog & Atmospher Sci, Columbus, OH 43210 USA
Topayev, Sultan
Zhabayev, Askar
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S Seifullin Kazakh Agrotech Res Univ, Ctr Technol Competence Field Digitalizat Agroind C, Astana 010000, KazakhstanOhio State Univ, Dept Geog & Atmospher Sci, Columbus, OH 43210 USA
Zhabayev, Askar
Tokbergenov, Ismail
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S Seifullin Kazakh Agrotech Res Univ, Ctr Technol Competence Field Digitalizat Agroind C, Astana 010000, KazakhstanOhio State Univ, Dept Geog & Atmospher Sci, Columbus, OH 43210 USA
Tokbergenov, Ismail
Garkushina, Valentina
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S Seifullin Kazakh Agrotech Res Univ, Fac Land Management Architecture & Design, Astana 010000, KazakhstanOhio State Univ, Dept Geog & Atmospher Sci, Columbus, OH 43210 USA
Garkushina, Valentina
Igilmanov, Amangeldy
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S Seifullin Kazakh Agrotech Res Univ, Fac Land Management Architecture & Design, Astana 010000, KazakhstanOhio State Univ, Dept Geog & Atmospher Sci, Columbus, OH 43210 USA
Igilmanov, Amangeldy
Shelia, Vakhtang
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Univ Florida, Global Food Syst Inst, Dept Agr & Biol Engn, Gainesville, FL 32611 USAOhio State Univ, Dept Geog & Atmospher Sci, Columbus, OH 43210 USA
Shelia, Vakhtang
Hoogenboom, Gerrit
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Univ Florida, Global Food Syst Inst, Dept Agr & Biol Engn, Gainesville, FL 32611 USAOhio State Univ, Dept Geog & Atmospher Sci, Columbus, OH 43210 USA
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Northwest A&F Univ, State Key Lab Soil Eros & Dryland Farming Loess P, 26 Xinong Rd, Yangling 712100, Shaanxi, Peoples R China
Chinese Acad Sci, Inst Soil & Water Conservat, Yangling, Peoples R China
Minist Water Resources, Yangling, Peoples R ChinaNorthwest A&F Univ, State Key Lab Soil Eros & Dryland Farming Loess P, 26 Xinong Rd, Yangling 712100, Shaanxi, Peoples R China
Peng, Shouzhang
Zhao, Chuanyan
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Lanzhou Univ, Coll Pastoral Agr Sci & Technol, State Key Lab Grassland Agroecosyst, Lanzhou, Peoples R ChinaNorthwest A&F Univ, State Key Lab Soil Eros & Dryland Farming Loess P, 26 Xinong Rd, Yangling 712100, Shaanxi, Peoples R China
Zhao, Chuanyan
Chen, Yunming
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Northwest A&F Univ, State Key Lab Soil Eros & Dryland Farming Loess P, 26 Xinong Rd, Yangling 712100, Shaanxi, Peoples R China
Chinese Acad Sci, Inst Soil & Water Conservat, Yangling, Peoples R China
Minist Water Resources, Yangling, Peoples R ChinaNorthwest A&F Univ, State Key Lab Soil Eros & Dryland Farming Loess P, 26 Xinong Rd, Yangling 712100, Shaanxi, Peoples R China
Chen, Yunming
Xu, Zhonglin
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Xinjiang Univ, Coll Resource & Environm Sci, Urumqi, Peoples R ChinaNorthwest A&F Univ, State Key Lab Soil Eros & Dryland Farming Loess P, 26 Xinong Rd, Yangling 712100, Shaanxi, Peoples R China