TY - JOUR
T1 - Adaptation of rice to climate change through a cultivar-based simulation
T2 - A possible cultivar shift in eastern Japan
AU - Yoshida, Ryuhei
AU - Fukui, Shin
AU - Shimada, Teruhisa
AU - Hasegawa, Toshihiro
AU - Ishigooka, Yasushi
AU - Takayabu, Izuru
AU - Iwasaki, Toshiki
PY - 2015
Y1 - 2015
N2 - As surface warming threatens rice production in temperate climates, the importance of cool regions is increasing. Cultivar choice is an important adaptation option for coping with climate change but is generally evaluated with a single metric for a few hypothetical cultivars. Here, we evaluate adaptation to climate change based on multiple metrics and cultivars in presently cool climates in Japan. We applied the outputs of a global climate model (MIROC5) with a Representative Concentration Pathways 4.5 scenario, dynamically downscaled to a 10 km mesh for the present (1981-2000) and future (2081-2099) climate conditions. The data were input into a ricegrowth model, and the performances of 10 major cultivars were compared in each mesh. With the present-day leading cultivars, the model predicted reduced low-temperature stress, a regional average yield increase of 17%, and several occurrences of high-temperature stress. The most suitable cultivars in each grid cell changed dramatically because of climate change when a single metric was used as a criterion, and the yield advantage increased to 26%. When yield, cold, and heat stress were taken into account, however, the currently leading cultivars maintained superiority in 64% of the grid cells, with an average regional yield gain of 22%, suggesting a requirement for developing new cultivars by pyramiding useful traits. A trait such as low sensitivity to temperature for phenology helps in ensuring stable growth under variable temperatures. Increasing photoperiod sensitivity can be an option under future climates in relatively warmer regions.
AB - As surface warming threatens rice production in temperate climates, the importance of cool regions is increasing. Cultivar choice is an important adaptation option for coping with climate change but is generally evaluated with a single metric for a few hypothetical cultivars. Here, we evaluate adaptation to climate change based on multiple metrics and cultivars in presently cool climates in Japan. We applied the outputs of a global climate model (MIROC5) with a Representative Concentration Pathways 4.5 scenario, dynamically downscaled to a 10 km mesh for the present (1981-2000) and future (2081-2099) climate conditions. The data were input into a ricegrowth model, and the performances of 10 major cultivars were compared in each mesh. With the present-day leading cultivars, the model predicted reduced low-temperature stress, a regional average yield increase of 17%, and several occurrences of high-temperature stress. The most suitable cultivars in each grid cell changed dramatically because of climate change when a single metric was used as a criterion, and the yield advantage increased to 26%. When yield, cold, and heat stress were taken into account, however, the currently leading cultivars maintained superiority in 64% of the grid cells, with an average regional yield gain of 22%, suggesting a requirement for developing new cultivars by pyramiding useful traits. A trait such as low sensitivity to temperature for phenology helps in ensuring stable growth under variable temperatures. Increasing photoperiod sensitivity can be an option under future climates in relatively warmer regions.
KW - Climate change
KW - High-temperature stress
KW - Low-temperature stress
KW - Rice cultivar
KW - Yield
UR - http://www.scopus.com/inward/record.url?scp=84941617173&partnerID=8YFLogxK
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U2 - 10.3354/cr01320
DO - 10.3354/cr01320
M3 - Article
AN - SCOPUS:84941617173
SN - 0936-577X
VL - 64
SP - 275
EP - 290
JO - Climate Research
JF - Climate Research
IS - 3
ER -