Impact of Climate Variability on Flowering Phenology and Its Implications for the Schedule of Blossom Festivals
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Locations
2.2. Phenological and Meteorological Data
2.3. Statistical Analyses
3. Results
3.1. Changes in First Flowering Date of Ornamental Plants
3.2. Flowering Phenology in Response to Temperature Change
3.3. Changes in Blossom Festival Date
3.4. Impact of Flowering Phenology on Blossom Festival Date
3.5. Matching Degree between BFD and FFD
4. Discussion
Supplementary Materials
Acknowledgments
Author Contributions
Conflicts of Interest
References
- Intergovernmental Panel on Climate Change. Summary for Policymakers. In Climate Change 2013: The Physical Science Basis; Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change; Stocker, T.F., Qin, D., Plattner, G.K., Tignor, M.M.B., Allen, S.K., Boschung, J., Nauels, A., Xia, Y., Bex, V., Midgley, P.M., Eds.; Cambridge University Press: Cambridge, UK, 2013; pp. 3–29. [Google Scholar]
- Rosenzweig, C.; Casassa, G.; Karoly, D.J.; Imeson, A.; Liu, C.; Menzel, A.; Rawlins, S.; Root, T.L.; Seguin, B.; Tryjanowski, P. Assessment of observed changes and responses in natural and managed systems. In Climate Change 2007: Impacts, Adaptation and Vulnerability; Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change; Parry, M.L., Canziani, O.F., Palutikof, J.P., van der Linden, P.J., Hanson, C.E., Eds.; Cambridge University Press: Cambridge, UK, 2007; pp. 79–131. [Google Scholar]
- World Tourism Organization and the United Nations Environment Programme. Climate Change and Tourism: Responding to Global Challenges; The World Tourism Organization: Madrid, Spain, 2008; p. 61. [Google Scholar]
- Ge, Q.; Dai, J.; Liu, J.; Zhong, S.; Liu, H. The effect of climate change on the fall foliage vacation in China. Tour. Manag. 2013, 38, 80–84. [Google Scholar] [CrossRef]
- Chen, F.; Liu, J.; Ge, Q. Pulling vs. pushing: Effect of climate factors on periodical fluctuation of Russian and South Korean tourist demand in Hainan Island, China. Chin. Geogr. Sci. 2017, 27, 648–659. [Google Scholar]
- Richardson, R.B.; Loomis, J.B. Adaptive recreation planning and climate change: A contingent visitation approach. Ecol. Econ. 2004, 50, 83–99. [Google Scholar] [CrossRef]
- Scott, D.; Jones, B. Climate Change, Seasonality and Visitation to Canada’s National Parks. J. Parks Recreat. Adm. 2006, 24, 42–62. [Google Scholar]
- National Cherry Blossom Festival. Available online: http://www.nationalcherryblossomfestival.org/about/history/ (accessed on 15 May 2015).
- Beijing Municipal Administration of Parks. Available online: http://www.bjmacp.gov.cn/gyzxxx.aspx?newsid=115599 (accessed on 15 May 2017).
- Chung, U.; Mack, L.; Yun, J.I.; Kim, S. Predicting the Timing of Cherry Blossoms in Washington, DC and Mid-Atlantic States in Response to Climate Change. PLoS ONE 2011, 6, e27439. [Google Scholar] [CrossRef] [PubMed]
- Dai, J.; Wang, H.; Ge, Q. Multiple phenological responses to climate change among 42 plant species in Xi’an, China. Int. J. Biometeorol. 2013, 57, 749–758. [Google Scholar] [CrossRef] [PubMed]
- Bolmgren, K.; Vanhoenacker, D.; Miller-Rushing, A.J. One man, 73 years, and 25 species. Evaluating phenological responses using a lifelong study of first flowering dates. Int. J. Biometeorol. 2013, 57, 367–375. [Google Scholar] [CrossRef] [PubMed]
- Szabó, B.; Enik, V.; Czúcz, B. Flowering phenological changes in relation to climate change in Hungary. Int. J. Biometeorol. 2016, 60, 1347–1356. [Google Scholar] [CrossRef] [PubMed]
- Wang, T.; Ottlé, C.; Peng, S.; Janssens, I.A.; Lin, X.; Poulter, B.; Yue, C.; Ciais, P. The influence of local spring temperature variance on temperature sensitivity of spring phenology. Glob. Chang. Biol. 2014, 20, 1473–1480. [Google Scholar] [CrossRef] [PubMed]
- Wang, H.; Rutishauser, T.; Tao, Z.; Zhong, S.; Ge, Q.; Dai, J. Impacts of global warming on phenology of spring leaf unfolding remain stable in the long run. Int. J. Biometeorol. 2017, 61, 287–292. [Google Scholar] [CrossRef] [PubMed]
- Wang, H.; Ge, Q.; Rutishauser, T.; Dai, Y.; Dai, J. Parameterization of temperature sensitivity of spring phenology and its application in explaining diverse phenological responses to temperature change. Sci. Rep. 2015, 5, 8833. [Google Scholar] [CrossRef] [PubMed]
- Templ, B.; Templ, M.; Filzmoser, P.; Lehoczky, A.; Bakšienè, E.; FleckHilppa, S.; Hodzic, G.; Kalvane, G.; Kubin, E.; Palm, V.; et al. Phenological patterns of flowering across biogeographical regions of Europe. Int. J. Biometeorol. 2017, 61, 1347–1358. [Google Scholar] [CrossRef] [PubMed]
- Menzel, A.; Sparks, T.H.; Estrella, N.; Koch, E.; Aasa, A.; Ahas, R.; Alm-kübler, K.; Bissolli, P.; Braslavská, O.; Briede, A.; et al. European phenological response to climate change matches the warming pattern. Glob. Chang. Biol. 2006, 12, 1969–1976. [Google Scholar] [CrossRef]
- Ge, Q.; Wang, H.; Rutishauser, T.; Dai, J. Phenological response to climate change in China: A meta-analysis. Glob. Chang. Biol. 2015, 21, 265–274. [Google Scholar] [CrossRef] [PubMed]
- Primack, R.B.; Higuchi, H.; Miller-Rushing, A.J. The impact of climate change on cherry trees and other species in Japan. Biol. Conserv. 2009, 142, 1943–1949. [Google Scholar] [CrossRef]
- Gonsamo, A.; Chen, J.M.; Wu, C. Citizen Science: Linking the recent rapid advances of plant flowering in Canada with climate variability. Sci. Rep. 2013, 3, 2239. [Google Scholar] [CrossRef] [PubMed]
- Wolfe, D.W.; Schwartz, M.D.; Lakso, A.N.; Otsuki, Y.; Pool, R.M.; Shaulis, N.J. Climate change and shifts in spring phenology of three horticultural woody perennials in northeastern USA. Int. J. Biometeorol. 2005, 49, 303–309. [Google Scholar] [CrossRef] [PubMed]
- Sakurai, R.; Jacobson, S.K.; Kobori, H.; Primack, R.; Oka, K.; Komatsu, N.; Machida, R. Culture and climate change: Japanese cherry blossom festivals and stakeholders’ knowledge and attitudes about global climate change. Biol. Conserv. 2011, 144, 654–658. [Google Scholar] [CrossRef]
- Ma, L.; Fang, X. Effects of global warming on seasonal tourism for the last 20 years in Beijing: A case study on the Peach Flower Stanza of Beijing Botanical Garden. Adv. Earth Sci. 2006, 21, 313–319. [Google Scholar]
- Wang, L.; Ge, Q.; Ning, Z.; Cui, H.; Dai, J.; Zhong, S.; Wang, H. Effect of phenological change in ornamental plants on the dates of spring outings to popular locations, Beijing, China. Clim. Res. 2017, 72, 177–182. [Google Scholar] [CrossRef]
- Bai, J.; Ge, Q.; Dai, J. The response of first flowering dates to abrupt climate change in Beijing. Adv. Atmos. Sci. 2011, 28, 564–572. [Google Scholar] [CrossRef]
- Wang, H.; Zhong, S.; Tao, Z.; Dai, J.; Ge, Q. Changes in flowering phenology of woody plants from 1963 to 2014 in North China. Int. J. Biometeorol. 2017. [Google Scholar] [CrossRef] [PubMed]
- Wan, M.W.; Liu, X.Z. China’s National Phenological Observational Criteria; Science Press: Beijing, China, 1979; p. 51. [Google Scholar]
- Parmesan, C. Influences of species, latitudes and methodologies on estimates of phenological response to global warming. Glob. Chang. Biol. 2007, 13, 1860–1872. [Google Scholar] [CrossRef]
- Menzel, A.; Sparks, T.H.; Estrella, N.; Roy, D.B. Altered geographic and temporal variability in phenology in response to climate change. Glob. Ecol. Biogeogr. 2006, 15, 498–504. [Google Scholar] [CrossRef]
- Wang, H.; Ge, Q.; Dai, J.; Tao, Z. Geographical pattern in first bloom variability and its relation to temperature sensitivity in the USA and China. Int. J. Biometeorol. 2015, 59, 961–969. [Google Scholar] [CrossRef] [PubMed]
- Miller-Rushing, A.J.; Katsuki, T.; Primack, R.B.; Ishii, Y.; Lee, S.D.; Higuchi, H. Impact of global warming on a group of related species and their hybrids: Cherry tree (Rosaceae) flowering at Mt. Takao, Japan. Am. J. Bot. 2007, 94, 1470–1478. [Google Scholar] [CrossRef] [PubMed]
- Schwartz, M.D.; Ahas, R.; Aasa, A. Onset of spring starting earlier across the Northern Hemisphere. Glob. Chang. Biol. 2006, 12, 343–351. [Google Scholar] [CrossRef]
- Cleland, E.E.; Chuine, I.; Menzel, A.; Mooney, H.A.; Schwartz, M.D. Shifting plant phenology in response to global change. Trends Ecol. Evol. 2007, 22, 357–365. [Google Scholar] [CrossRef] [PubMed]
- Chung, U.; Jung, J.; Seo, H.; Yun, J.I. Using urban effect corrected temperature data and a tree phenology model to project geographical shift of cherry flowering date in South Korea. Clim. Chang. 2009, 93, 447–463. [Google Scholar] [CrossRef]
- Hur, J.; Ahn, J. Seasonal prediction of regional surface air temperature and first-flowering date over South Korea. Int. J. Climatol. 2015, 35, 4791–4801. [Google Scholar] [CrossRef]
Name | Location | Area (ha) | Spring Events | Observed Species |
---|---|---|---|---|
Beijing Botanical Garden | 39°59′33″N, 116°12′19″E | 400 | Peach blossom festival since 1989 | Chinese wild peach (Prunus davidiana) |
Jingshan Park | 39°55′27″N, 116°23′25″E | 23 | Peony blossom festival since 2001 | Tree peony (Paeonia suffruticosa) |
Yuyuantan Park | 39°54′53″N, 116°18′53″E | 136 | Cherry blossom festival since 1989 | Yoshino cherry (Prunus yedoensis) |
Periods | Pearson’s R | Slope (Days °C−1) | R2 |
---|---|---|---|
Chinese wild peach | |||
February–April | −0.82 ** | −4.26 | 0.67 |
March–April | −0.86 ** | −4.11 | 0.74 |
April | −0.72 ** | −2.90 | 0.52 |
Tree peony | |||
March–May | −0.89 ** | −5.08 | 0.79 |
April–May | −0.91 ** | −4.75 | 0.83 |
May | −0.66 ** | −2.94 | 0.43 |
Yoshino cherry | |||
February–April | −0.58 ** | −3.76 | 0.34 |
March–April | −0.63 ** | −3.73 | 0.40 |
April | −0.62 ** | −3.04 | 0.38 |
© 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Wang, L.; Ning, Z.; Wang, H.; Ge, Q. Impact of Climate Variability on Flowering Phenology and Its Implications for the Schedule of Blossom Festivals. Sustainability 2017, 9, 1127. https://doi.org/10.3390/su9071127
Wang L, Ning Z, Wang H, Ge Q. Impact of Climate Variability on Flowering Phenology and Its Implications for the Schedule of Blossom Festivals. Sustainability. 2017; 9(7):1127. https://doi.org/10.3390/su9071127
Chicago/Turabian StyleWang, Lu, Zhizhong Ning, Huanjiong Wang, and Quansheng Ge. 2017. "Impact of Climate Variability on Flowering Phenology and Its Implications for the Schedule of Blossom Festivals" Sustainability 9, no. 7: 1127. https://doi.org/10.3390/su9071127
APA StyleWang, L., Ning, Z., Wang, H., & Ge, Q. (2017). Impact of Climate Variability on Flowering Phenology and Its Implications for the Schedule of Blossom Festivals. Sustainability, 9(7), 1127. https://doi.org/10.3390/su9071127