TY - JOUR
T1 - Detecting latitudinal and altitudinal expansion of invasive bamboo Phyllostachys edulis and Phyllostachys bambusoides (Poaceae) in Japan to project potential habitats under 1.5°C–4.0°C global warming
AU - Takano, Kohei Takenaka
AU - Hibino, Kenshi
AU - Numata, Ayaka
AU - Oguro, Michio
AU - Aiba, Masahiro
AU - Shiogama, Hideo
AU - Takayabu, Izuru
AU - Nakashizuka, Tohru
N1 - Funding Information:
This work was conducted under the Program for Risk Information on Climate Change (SOUSEI Program) and partly supported by the Social Implementation Program on Climate Change Adaptation Technology (SI-CAT) and GRENE-ei program supported by the Ministry of Education, Culture, Sports, Science, and Technology-Japan (MEXT); by the Environment Research and Technology Development Fund of the Ministry of the Environment-Japan (MOE) (Project code S-15-2); and by JSPS KAKENHI Grant Number JP17H03835. We thank Dr. Yasushi Ishigooka for providing 1979–2011 sun radiation data, obtained while affiliated with the National Institute for Agro-Environmental Sciences and supported in part by the Global Environment Research Fund of the MOE, “Comprehensive Research on Climate Change Impact Assessment and Adaptation Policies (S-8).” We also thank Dr. Akihiko Murata for providing Fig. S3, Mr. Iroha Seki for helping field survey, and Mr. Kohei Iwai, Mr. Yohei Matsumoto, Mr. Michihiko Takahashi, and Mr. Yuuri Nakamura for helping analyzing aerial photographs.
Funding Information:
Program for Risk Information on Climate Change (SOUSEI Program), Social Implementation Program on Climate Change Adaptation Technology (SI-CAT), and GRENE-ei program by the Ministry of Education, Culture, Sports, Science, and Technology-Japan (MEXT); Environment Research and Technology Development Fund (S-15-2 Predicting and Assessing Natural Capital and Ecosystem Services (PANCES)) of the Ministry of the Environment-Japan, (MOE); JSPS KAKENHI Grant Number JP17H03835.
Publisher Copyright:
© 2017 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd.
PY - 2017/12
Y1 - 2017/12
N2 - Rapid expansion of exotic bamboos has lowered species diversity in Japan's ecosystems by hampering native plant growth. The invasive potential of bamboo, facilitated by global warming, may also affect other countries with developing bamboo industries. We examined past (1975–1980) and recent (2012) distributions of major exotic bamboos (Phyllostachys edulis and P. bambusoides) in areas adjacent to 145 weather stations in central and northern Japan. Bamboo stands have been established at 17 sites along the latitudinal and altitudinal distributional limit during the last three decades. Ecological niche modeling indicated that temperature had a strong influence on bamboo distribution. Using mean annual temperature and sun radiation data, we reproduced bamboo distribution (accuracy = 0.93 and AUC (area under the receiver operating characteristic curve) = 0.92). These results infer that exotic bamboo distribution has shifted northward and upslope, in association with recent climate warming. Then, we simulated future climate data and projected the climate change impact on the potential habitat distribution of invasive bamboos under different temperature increases (i.e., 1.5°C, 2.0°C, 3.0°C, and 4.0°C) relative to the preindustrial period. Potential habitats in central and northern Japan were estimated to increase from 35% under the current climate (1980–2000) to 46%–48%, 51%–54%, 61%–67%, and 77%–83% under 1.5°C, 2.0°C, 3.0°C, and 4.0°C warming levels, respectively. These infer that the risk areas can increase by 1.3 times even under a 1.5°C scenario and expand by 2.3 times under a 4.0°C scenario. For sustainable ecosystem management, both mitigation and adaptation are necessary: bamboo planting must be carefully monitored in predicted potential habitats, which covers most of Japan.
AB - Rapid expansion of exotic bamboos has lowered species diversity in Japan's ecosystems by hampering native plant growth. The invasive potential of bamboo, facilitated by global warming, may also affect other countries with developing bamboo industries. We examined past (1975–1980) and recent (2012) distributions of major exotic bamboos (Phyllostachys edulis and P. bambusoides) in areas adjacent to 145 weather stations in central and northern Japan. Bamboo stands have been established at 17 sites along the latitudinal and altitudinal distributional limit during the last three decades. Ecological niche modeling indicated that temperature had a strong influence on bamboo distribution. Using mean annual temperature and sun radiation data, we reproduced bamboo distribution (accuracy = 0.93 and AUC (area under the receiver operating characteristic curve) = 0.92). These results infer that exotic bamboo distribution has shifted northward and upslope, in association with recent climate warming. Then, we simulated future climate data and projected the climate change impact on the potential habitat distribution of invasive bamboos under different temperature increases (i.e., 1.5°C, 2.0°C, 3.0°C, and 4.0°C) relative to the preindustrial period. Potential habitats in central and northern Japan were estimated to increase from 35% under the current climate (1980–2000) to 46%–48%, 51%–54%, 61%–67%, and 77%–83% under 1.5°C, 2.0°C, 3.0°C, and 4.0°C warming levels, respectively. These infer that the risk areas can increase by 1.3 times even under a 1.5°C scenario and expand by 2.3 times under a 4.0°C scenario. For sustainable ecosystem management, both mitigation and adaptation are necessary: bamboo planting must be carefully monitored in predicted potential habitats, which covers most of Japan.
KW - RCP8.5 scenario
KW - The Paris Agreement
KW - bioclimatic envelope modeling
KW - invasive plants
KW - non-hydrostatic regional climate model (NHRCM)
KW - species distribution modeling
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U2 - 10.1002/ece3.3471
DO - 10.1002/ece3.3471
M3 - Article
AN - SCOPUS:85031690379
SN - 2045-7758
VL - 7
SP - 9848
EP - 9859
JO - Ecology and Evolution
JF - Ecology and Evolution
IS - 23
ER -