植物生态学报 ›› 2019, Vol. 43 ›› Issue (10): 877-888.DOI: 10.17521/cjpe.2019.0178 cstr: 32100.14.cjpe.2019.0178
收稿日期:2019-07-08
接受日期:2019-09-15
出版日期:2019-10-20
发布日期:2020-02-24
基金资助:
WANG Huan-Jiong(
),TAO Ze-Xing,GE Quan-Sheng
Received:2019-07-08
Accepted:2019-09-15
Online:2019-10-20
Published:2020-02-24
Supported by:摘要:
过去几十年来暖春等异常气候事件发生的频次和强度显著增加, 使植物春季物候期发生了明显变化。但异常气候事件对植物春季物候积温需求的影响仍不清楚, 限制了对未来物候变化预测精度的提升。该研究利用西安植物园1963-2018年39种木本植物的展叶始期和相应气象数据, 首先根据3-4月平均气温划分了偏冷年、正常年和偏暖年, 对比了冷暖年相对于正常年的展叶始期变化。其次, 利用3种积温算法计算了各植物逐年的展叶始期积温需求, 比较了积温需求在冷暖年和正常年的差异。最后, 评估了传统积温模型在模拟偏冷或偏暖年展叶始期时的误差。结果表明, 所有植物的展叶始期在偏暖年比正常年平均早8.6天, 而在偏冷年平均晚8.2天。在偏暖年, 大多数物种展叶始期的积温需求(以5 ℃为阈值, 平均257.5度日)显著高于正常年(平均195.1度日); 在偏冷年的积温需求(平均168.0度日)低于正常年, 但在统计上差异不显著。就不同类群而言, 古老类群相对于年轻类群在偏冷年的推迟天数更多, 积温需求变化较小, 但在偏暖年无显著差异。不同生活型间物候与积温需求变化也无显著差异。造成偏暖年积温需求增加的可能原因是偏暖年冬季气温较高, 导致植物受到的冷激程度减轻, 从而抑制了后续的展叶。在正常年, 积温模型模拟木本植物展叶始期的平均误差仅为0.4-1.9天。在偏暖年和偏冷年, 模拟值分别比观测值平均早4.1天和晚3.0天。因此在预测未来物候变化时, 需要考虑气候波动条件下的积温需求变化。
王焕炯, 陶泽兴, 葛全胜. 气候波动对西安39种木本植物展叶始期及其积温需求的影响. 植物生态学报, 2019, 43(10): 877-888. DOI: 10.17521/cjpe.2019.0178
WANG Huan-Jiong, TAO Ze-Xing, GE Quan-Sheng. Effects of climate variation on the first leaf dates of 39 woody species and their thermal requirements in Xi’an, China. Chinese Journal of Plant Ecology, 2019, 43(10): 877-888. DOI: 10.17521/cjpe.2019.0178
| 编号 No. | 物种 Species | 生活型 Life form | 观测年数 N | 分化时间(百万年) Differentiation time (Ma) | 展叶始期(月-日) First leaf date (month-day) |
|---|---|---|---|---|---|
| 1 | 垂柳 Salix babylonica | 乔木 Tree | 42 | 32.4a | 03-15 |
| 2 | 牡丹 Paeonia suffruticosa | 灌木 Shrub | 42 | 115.3b | 03-18 |
| 3 | 木瓜 Chaenomeles sinensis | 灌木或小乔木 Shrub or small tree | 34 | 3.0a | 03-19 |
| 4 | 紫丁香 Syringa oblata | 灌木或小乔木 Shrub or small tree | 42 | 11.2a | 03-19 |
| 5 | 山桃 Amygdalus davidiana | 乔木 Tree | 41 | 82.2b | 03-22 |
| 6 | 杜梨 Pyrus betulifolia | 乔木 Tree | 32 | 3.0a | 03-24 |
| 7 | 连翘 Forsythia suspensa | 灌木 Shrub | 31 | 15.2a | 03-25 |
| 8 | 毛樱桃 Cerasus tomentosa | 灌木 Shrub | 32 | 41.1a | 03-25 |
| 9 | 迎春花 Jasminum nudiflorum | 灌木 Shrub | 38 | 15.2a | 03-25 |
| 10 | 枫杨 Pterocarya stenoptera | 乔木 Tree | 32 | 12.1a | 03-26 |
| 11 | 灯台树 Cornus controversa | 乔木 Tree | 32 | 105.6b | 03-29 |
| 12 | 榛 Corylus heterophylla | 灌木或小乔木 Shrub or small tree | 32 | 49.3a | 03-29 |
| 13 | 蜡梅 Chimonanthus praecox | 灌木 Shrub | 32 | 120.6b | 03-30 |
| 14 | 水杉 Metasequoia glyptostroboides | 乔木 Tree | 32 | 290.0c | 04-01 |
| 15 | 胡桃 Juglans regia | 乔木 Tree | 38 | 12.1a | 04-01 |
| 16 | 栾树 Koelreuteria paniculata | 乔木 Tree | 40 | 46.1a | 04-02 |
| 17 | 紫荆 Cercis chinensis | 灌木 Shrub | 42 | 69.2b | 04-02 |
| 18 | 日本樱花 Cerasus yedoensis | 乔木 Tree | 38 | 41.1a | 04-02 |
| 19 | 玉兰 Yulania denudate | 乔木 Tree | 41 | 120.6b | 04-03 |
| 20 | 银杏 Ginkgo biloba | 乔木 Tree | 32 | 290.0c | 04-04 |
| 21 | 色木槭 Acer pictum subsp. mono | 乔木 Tree | 42 | 46.1a | 04-04 |
| 22 | 枸橘 Poncirus trifoliata | 小乔木 Small tree | 34 | 49.9a | 04-05 |
| 23 | 悬铃木 Platanus orientalis | 乔木 Tree | 37 | 136.9b | 04-05 |
| 24 | 柿 Diospyros kaki | 乔木 Tree | 39 | 105.6b | 04-06 |
| 25 | 毛白杨 Populus tomentosa | 乔木 Tree | 39 | 32.4a | 04-07 |
| 26 | 女贞 Ligustrum lucidum | 乔木 Tree | 31 | 11.2a | 04-07 |
| 27 | 紫藤 Wisteria sinensis | 藤本 Liana | 40 | 36.1a | 04-07 |
| 28 | 刺槐 Robinia pseudoacacia | 乔木 Tree | 41 | 36.1a | 04-07 |
| 29 | 文冠果 Xanthoceras sorbifolium | 灌木或小乔木 Shrub or small tree | 30 | 46.7a | 04-08 |
| 30 | 桑 Morus alba | 乔木 Tree | 42 | 54.8a | 04-08 |
| 31 | 白蜡树 Fraxinus chinensis | 乔木 Tree | 34 | 21.7a | 04-09 |
| 32 | 构树 Broussonetia papyrifera | 乔木 Tree | 30 | 54.8a | 04-09 |
| 33 | 臭椿 Ailanthus altissima | 乔木 Tree | 42 | 49.9a | 04-09 |
| 34 | 槐 Sophora japonica | 乔木 Tree | 37 | 53.9a | 04-09 |
| 35 | 木槿 Hibiscus syriacus | 灌木 Shrub | 36 | 69.2b | 04-12 |
| 36 | 黄连木 Pistacia chinensis | 乔木 Tree | 31 | 70.9b | 04-14 |
| 37 | 紫薇 Lagerstroemia indica | 灌木或小乔木 Shrub or small tree | 40 | 111.7b | 04-14 |
| 38 | 乌桕 Sapium sebiferum | 乔木 Tree | 32 | 100.6b | 04-18 |
| 39 | 梧桐 Firmiana simplex | 乔木 Tree | 30 | 69.2b | 04-20 |
表1 西安39种木本植物及展叶始期
Table 1 Summary of 39 woody species investigated and their first leaf date in Xi’an
| 编号 No. | 物种 Species | 生活型 Life form | 观测年数 N | 分化时间(百万年) Differentiation time (Ma) | 展叶始期(月-日) First leaf date (month-day) |
|---|---|---|---|---|---|
| 1 | 垂柳 Salix babylonica | 乔木 Tree | 42 | 32.4a | 03-15 |
| 2 | 牡丹 Paeonia suffruticosa | 灌木 Shrub | 42 | 115.3b | 03-18 |
| 3 | 木瓜 Chaenomeles sinensis | 灌木或小乔木 Shrub or small tree | 34 | 3.0a | 03-19 |
| 4 | 紫丁香 Syringa oblata | 灌木或小乔木 Shrub or small tree | 42 | 11.2a | 03-19 |
| 5 | 山桃 Amygdalus davidiana | 乔木 Tree | 41 | 82.2b | 03-22 |
| 6 | 杜梨 Pyrus betulifolia | 乔木 Tree | 32 | 3.0a | 03-24 |
| 7 | 连翘 Forsythia suspensa | 灌木 Shrub | 31 | 15.2a | 03-25 |
| 8 | 毛樱桃 Cerasus tomentosa | 灌木 Shrub | 32 | 41.1a | 03-25 |
| 9 | 迎春花 Jasminum nudiflorum | 灌木 Shrub | 38 | 15.2a | 03-25 |
| 10 | 枫杨 Pterocarya stenoptera | 乔木 Tree | 32 | 12.1a | 03-26 |
| 11 | 灯台树 Cornus controversa | 乔木 Tree | 32 | 105.6b | 03-29 |
| 12 | 榛 Corylus heterophylla | 灌木或小乔木 Shrub or small tree | 32 | 49.3a | 03-29 |
| 13 | 蜡梅 Chimonanthus praecox | 灌木 Shrub | 32 | 120.6b | 03-30 |
| 14 | 水杉 Metasequoia glyptostroboides | 乔木 Tree | 32 | 290.0c | 04-01 |
| 15 | 胡桃 Juglans regia | 乔木 Tree | 38 | 12.1a | 04-01 |
| 16 | 栾树 Koelreuteria paniculata | 乔木 Tree | 40 | 46.1a | 04-02 |
| 17 | 紫荆 Cercis chinensis | 灌木 Shrub | 42 | 69.2b | 04-02 |
| 18 | 日本樱花 Cerasus yedoensis | 乔木 Tree | 38 | 41.1a | 04-02 |
| 19 | 玉兰 Yulania denudate | 乔木 Tree | 41 | 120.6b | 04-03 |
| 20 | 银杏 Ginkgo biloba | 乔木 Tree | 32 | 290.0c | 04-04 |
| 21 | 色木槭 Acer pictum subsp. mono | 乔木 Tree | 42 | 46.1a | 04-04 |
| 22 | 枸橘 Poncirus trifoliata | 小乔木 Small tree | 34 | 49.9a | 04-05 |
| 23 | 悬铃木 Platanus orientalis | 乔木 Tree | 37 | 136.9b | 04-05 |
| 24 | 柿 Diospyros kaki | 乔木 Tree | 39 | 105.6b | 04-06 |
| 25 | 毛白杨 Populus tomentosa | 乔木 Tree | 39 | 32.4a | 04-07 |
| 26 | 女贞 Ligustrum lucidum | 乔木 Tree | 31 | 11.2a | 04-07 |
| 27 | 紫藤 Wisteria sinensis | 藤本 Liana | 40 | 36.1a | 04-07 |
| 28 | 刺槐 Robinia pseudoacacia | 乔木 Tree | 41 | 36.1a | 04-07 |
| 29 | 文冠果 Xanthoceras sorbifolium | 灌木或小乔木 Shrub or small tree | 30 | 46.7a | 04-08 |
| 30 | 桑 Morus alba | 乔木 Tree | 42 | 54.8a | 04-08 |
| 31 | 白蜡树 Fraxinus chinensis | 乔木 Tree | 34 | 21.7a | 04-09 |
| 32 | 构树 Broussonetia papyrifera | 乔木 Tree | 30 | 54.8a | 04-09 |
| 33 | 臭椿 Ailanthus altissima | 乔木 Tree | 42 | 49.9a | 04-09 |
| 34 | 槐 Sophora japonica | 乔木 Tree | 37 | 53.9a | 04-09 |
| 35 | 木槿 Hibiscus syriacus | 灌木 Shrub | 36 | 69.2b | 04-12 |
| 36 | 黄连木 Pistacia chinensis | 乔木 Tree | 31 | 70.9b | 04-14 |
| 37 | 紫薇 Lagerstroemia indica | 灌木或小乔木 Shrub or small tree | 40 | 111.7b | 04-14 |
| 38 | 乌桕 Sapium sebiferum | 乔木 Tree | 32 | 100.6b | 04-18 |
| 39 | 梧桐 Firmiana simplex | 乔木 Tree | 30 | 69.2b | 04-20 |
图1 西安地区偏冷年、偏暖年和气候正常年的划分。A, 1963-2018年3-4月平均气温逐年变化。B, 异常气候年和正常年的逐日平均气温对比。
Fig. 1 Division of the cold years, warm years, and normal years. A, The March to April average temperature from 1963 to 2018. B, The daily mean temperature in years with abnormal and normal climate.
图2 西安地区异常气候年和正常年39种木本植物的展叶始期对比。A, 各物种在偏冷年、正常年和偏暖年的平均展叶始期。B, 异常气候年与正常年展叶始期的差异。实心柱代表差异显著(p < 0.05)。物种编号同表1。
Fig. 2 Difference in first leaf date (FLD) of 39 woody species between the years with abnormal and normal climate in Xi?an. A, The average FLD in cold years, normal years, and warm years for each species. B, The difference in FLD between the years with abnormal and normal climate. The solid bars represent that the difference is significant (p < 0.05). See Table 1 for species No.
| 变量 Variable | 类群 Group | 生活型 Life form | ||||
|---|---|---|---|---|---|---|
| 年轻 Young | 中间 Intermediate | 古老 Ancient | 乔木 Tree | 灌木或小乔木 Shrub or small tree | 藤本 Liana | |
| 物种数量 N | 24 | 13 | 2 | 25 | 13 | 1 |
| 偏冷年物候变化(天) PC in the cold year (day) | 8.6 ± 2.9a | 6.7 ± 2.6b | 13.2 ± 3.2a,b | 7.9 ± 3.0 | 8.8 ± 3.4 | 8.1 |
| 偏暖年物候变化(天) PC in the warm year (day) | -8.6 ± 2.7 | -8.8 ± 2.2 | -7.2 ± 0.4 | -8.5 ± 2.6 | -8.5 ± 2.3 | -11.6 |
| 偏冷年积温需求变化(度日) CTR in the cold year (degree day) | -26.2 ± 18.7 | -32.9 ± 16.4a | 0.7 ± 35.8a | -29.1 ± 21.5 | -23.2 ± 16.2 | -25.6 |
| 偏暖年积温需求变化(度日) CTR in the warm year (degree day) | 62.2 ± 31.8 | 61.5 ± 26.7 | 70.7 ± 6.1 | 67.7 ± 32.6 | 54.3 ± 18.8 | 36.4 |
表2 西安39种木本植物不同类群和生活型的展叶始期及其积温需求变化对比(平均值±标准偏差)
Table 2 Comparison of the change in the first leaf date and its thermal requirement of 39 woody species among different groups and life forms in Xi’an (mean ± SD)
| 变量 Variable | 类群 Group | 生活型 Life form | ||||
|---|---|---|---|---|---|---|
| 年轻 Young | 中间 Intermediate | 古老 Ancient | 乔木 Tree | 灌木或小乔木 Shrub or small tree | 藤本 Liana | |
| 物种数量 N | 24 | 13 | 2 | 25 | 13 | 1 |
| 偏冷年物候变化(天) PC in the cold year (day) | 8.6 ± 2.9a | 6.7 ± 2.6b | 13.2 ± 3.2a,b | 7.9 ± 3.0 | 8.8 ± 3.4 | 8.1 |
| 偏暖年物候变化(天) PC in the warm year (day) | -8.6 ± 2.7 | -8.8 ± 2.2 | -7.2 ± 0.4 | -8.5 ± 2.6 | -8.5 ± 2.3 | -11.6 |
| 偏冷年积温需求变化(度日) CTR in the cold year (degree day) | -26.2 ± 18.7 | -32.9 ± 16.4a | 0.7 ± 35.8a | -29.1 ± 21.5 | -23.2 ± 16.2 | -25.6 |
| 偏暖年积温需求变化(度日) CTR in the warm year (degree day) | 62.2 ± 31.8 | 61.5 ± 26.7 | 70.7 ± 6.1 | 67.7 ± 32.6 | 54.3 ± 18.8 | 36.4 |
图3 西安地区气候异常年和正常年39种木本植物展叶始期的积温需求对比。A, 算法1结果。B, 算法2结果。C, 算法3结果。实心点代表异常气候年与正常年差异显著(p < 0.05)。
Fig. 3 Comparison of thermal requirements for the first leaf date (FLD) of 39 woody species between the years with abnormal and normal climate in Xi?an. A, The results of the first method. B, The results of the second method. C, The results of the third method. The solid circles represent that the difference is significant (p < 0.05).
图4 不同算法计算得到的西安39种木本植物展叶始期积温需求对比。A, 算法1与算法2。B, 算法1与算法3。黑点表示各物种在正常年的积温需求。算法同图3。
Fig. 4 Comparisons among different methods for calculating thermal requirements for the first leaf date (FLD) of 39 woody species in Xi?an. A, method 1 vs. method 2. B, method 1 vs. method 3. Black circles represent the mean thermal requirement in normal years for each species. See Fig. 3 for methods.
图5 西安39种木本植物展叶始期的积温模型模拟效果。A, 模型的拟合优度(R2)和均方根误差(RMSE)。B, 各物种在异常气候年和正常年的模拟误差。实心柱代表异常气候年的误差显著不为0 (p < 0.05)。物种编号同表1。
Fig. 5 Effect of growing degree day model for simulating the first leaf date (FLD) of 39 woody species in Xi?an. A, Goodness of fit (R2) and root mean square error (RMSE) of the models. B, Error of the model in simulating the FLD in the years with abnormal and normal climate. The solid bars represent that the mean error was significant from 0 (p < 0.05). See Table 1 for species No.
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