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Predicting the Timing of Cherry Blossoms in Washington DC and Mid-Atlantic States in Response to Climate Change

机译:预测华盛顿特区和中大西洋国家樱花对气候变化的响应时间

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摘要

Cherry blossoms, an icon of spring, are celebrated in many cultures of the temperate region. For its sensitivity to winter and early spring temperatures, the timing of cherry blossoms is an ideal indicator of the impacts of climate change on tree phenology. Here, we applied a process-based phenology model for temperate deciduous trees to predict peak bloom dates (PBD) of flowering cherry trees (Prunus×yedoensis ‘Yoshino’ and Prunus serrulata ‘Kwanzan’) in the Tidal Basin, Washington, DC and the surrounding Mid-Atlantic States in response to climate change. We parameterized the model with observed PBD data from 1991 to 2010. The calibrated model was tested against independent datasets of the past PBD data from 1951 to 1970 in the Tidal Basin and more recent PBD data from other locations (e.g., Seattle, WA). The model performance against these independent data was satisfactory (Yoshino: r2 = 0.57, RMSE = 6.6 days, bias = 0.9 days and Kwanzan: r2 = 0.76, RMSE = 5.5 days, bias = −2.0 days). We then applied the model to forecast future PBD for the region using downscaled climate projections based on IPCC's A1B and A2 emissions scenarios. Our results indicate that PBD at the Tidal Basin are likely to be accelerated by an average of five days by 2050 s and 10 days by 2080 s for these cultivars under a mid-range (A1B) emissions scenario projected by ECHAM5 general circulation model. The acceleration is likely to be much greater (13 days for 2050 s and 29 days for 2080s ) under a higher (A2) emissions scenario projected by CGCM2 general circulation model. Our results demonstrate the potential impacts of climate change on the timing of cherry blossoms and illustrate the utility of a simple process-based phenology model for developing adaptation strategies to climate change in horticulture, conservation planning, restoration and other related disciplines.
机译:樱花是春天的象征,在温带地区的许多文化中都享有盛名。由于其对冬季和早春温度的敏感性,樱花的时间是气候变化对树木物候的影响的理想指标。在这里,我们为温带落叶树应用了基于过程的物候模型,以预测潮汐盆地,华盛顿特区和大西洋中部周边国家应对气候变化。我们使用1991年至2010年的观测PBD数据对模型进行参数化。针对潮汐盆地1951年至1970年的过去PBD数据以及其他位置(例如,华盛顿州)的最新PBD数据的独立数据集,对校准后的模型进行了测试。针对这些独立数据的模型性能令人满意(吉野:r 2 = 0.57,RMSE = 6.6天,偏差= 0.9天,宽山:r 2 = 0.76,RMSE = 5.5天,偏差==-2.0天)。然后,我们基于IPCC的A1B和A2排放情景,使用缩减的气候预测模型,将该模型应用于预测该地区的未来PBD。我们的结果表明,在ECHAM5普通环流模型预测的中程(A1B)排放情景下,到2050 s潮汐盆地的PBD可能平均加速5天,到2080 s则平均加速10天。在CGCM2通用循环模型预测的更高(A2)排放情况下,加速度可能更大(2050 s为13天,2080s为29天)。我们的结果证明了气候变化对樱花授粉时间的潜在影响,并说明了基于简单过程的物候模型在园艺,保护规划,恢复和其他相关学科中制定适应气候变化的策略的实用性。

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