
Chinese Agricultural Science Bulletin ›› 2022, Vol. 38 ›› Issue (20): 89-96.doi: 10.11924/j.issn.1000-6850.casb2022-0088
Previous Articles Next Articles
					
													BAI Yuxuan1( ), DU Jun2,3(
), DU Jun2,3( ), WANG Ting3, SONAM Wangdoi2
), WANG Ting3, SONAM Wangdoi2
												  
						
						
						
					
				
Received:2022-02-10
															
							
																	Revised:2022-04-28
															
							
															
							
																	Online:2022-07-15
															
							
																	Published:2022-08-23
															
						Contact:
								DU Jun   
																	E-mail:mixblanx@163.com;dujun0891@163.com
																					CLC Number:
BAI Yuxuan, DU Jun, WANG Ting, SONAM Wangdoi. Phenological Change Characteristics of Malus pumila in Southeastern Tibet from 2001 to 2020[J]. Chinese Agricultural Science Bulletin, 2022, 38(20): 89-96.
Add to citation manager EndNote|Ris|BibTeX
URL: https://www.casb.org.cn/EN/10.11924/j.issn.1000-6850.casb2022-0088
| 气候特征值 | BO/(月-日) | LU/(月-日) | FF/(月-日) | FM/(月-日) | LC/(月-日) | LF/(月-日) | FG/d | TG/d | 
|---|---|---|---|---|---|---|---|---|
| 平均值 | 03-19 | 03-29 | 04-15 | 09-23 | 11-14 | 11-27 | 153 | 241 | 
| 最早(短)值 | 03-06 | 03-14 | 03-28 | 09-16 | 11-06 | 11-20 | 135 | 225 | 
| 最晚(长)值 | 04-04 | 04-10 | 04-26 | 10-16 | 11-30 | 12-23 | 176 | 255 | 
| 变化趋势/(d/a) | 8.73*** | 9.53*** | 10.20*** | 2.11 | 7.94**** | 5.27* | -8.10** | -1.59 | 
| 气候特征值 | BO/(月-日) | LU/(月-日) | FF/(月-日) | FM/(月-日) | LC/(月-日) | LF/(月-日) | FG/d | TG/d | 
|---|---|---|---|---|---|---|---|---|
| 平均值 | 03-19 | 03-29 | 04-15 | 09-23 | 11-14 | 11-27 | 153 | 241 | 
| 最早(短)值 | 03-06 | 03-14 | 03-28 | 09-16 | 11-06 | 11-20 | 135 | 225 | 
| 最晚(长)值 | 04-04 | 04-10 | 04-26 | 10-16 | 11-30 | 12-23 | 176 | 255 | 
| 变化趋势/(d/a) | 8.73*** | 9.53*** | 10.20*** | 2.11 | 7.94**** | 5.27* | -8.10** | -1.59 | 
| 气候要素变化趋势 | BO-LU | LU-FF | FF-FM | FM-LC | LC-LF | FG | TG | 
|---|---|---|---|---|---|---|---|
| Tm/(℃/10 a) | 0.95* | 0.72* | 0.61**** | -0.30 | -1.19** | 0.61**** | 0.23** | 
| Tmax/(℃/10 a) | 0.73 | 0.69 | 0.57** | -0.15 | -1.20* | 0.57** | 0.29 | 
| Tmin/(℃/10 a) | 1.38** | 0.66 | 0.74**** | -0.64 | -1.41* | 0.75**** | 0.22 | 
| DTR/(℃/10 a) | -0.66 | 0.0 | -0.16 | 0.50 | 0.19 | -0.14 | 0.04 | 
| RH/(%/10 a) | 3.41 | -2.04 | -0.46 | -4.28*** | -1.82 | -0.57 | -1.66 | 
| Pr/(mm/10 a) | 7.91 | 0.84 | 13.84 | -19.9 | -0.91* | 13.62 | -3.86 | 
| S/(h/10 a) | -6.31 | -1.34 | -150.74*** | 37.83* | -11.19 | -152.89*** | -112.47* | 
| ∑T0/[(℃·d)/10 a] | 14.56 | 18.69 | -27.3 | 40.48 | -28.41*** | -17.43 | 36.36 | 
| 气候要素变化趋势 | BO-LU | LU-FF | FF-FM | FM-LC | LC-LF | FG | TG | 
|---|---|---|---|---|---|---|---|
| Tm/(℃/10 a) | 0.95* | 0.72* | 0.61**** | -0.30 | -1.19** | 0.61**** | 0.23** | 
| Tmax/(℃/10 a) | 0.73 | 0.69 | 0.57** | -0.15 | -1.20* | 0.57** | 0.29 | 
| Tmin/(℃/10 a) | 1.38** | 0.66 | 0.74**** | -0.64 | -1.41* | 0.75**** | 0.22 | 
| DTR/(℃/10 a) | -0.66 | 0.0 | -0.16 | 0.50 | 0.19 | -0.14 | 0.04 | 
| RH/(%/10 a) | 3.41 | -2.04 | -0.46 | -4.28*** | -1.82 | -0.57 | -1.66 | 
| Pr/(mm/10 a) | 7.91 | 0.84 | 13.84 | -19.9 | -0.91* | 13.62 | -3.86 | 
| S/(h/10 a) | -6.31 | -1.34 | -150.74*** | 37.83* | -11.19 | -152.89*** | -112.47* | 
| ∑T0/[(℃·d)/10 a] | 14.56 | 18.69 | -27.3 | 40.48 | -28.41*** | -17.43 | 36.36 | 
| 物候期 | 通过P<0.05显著性检验的气候因子 | 主导气候因子及相关系数R | 
|---|---|---|
| BO | 1月下旬Tmin、1月上旬Pr、2月上旬RH、3月上旬S | 1月上旬Pr,R=0.536 | 
| LU | 3月中旬Tm、3月中旬Tmax、3月上旬S、3月中旬S | 3月中旬S,R=-0.564 | 
| FF | 3月上旬Tmax、3月中旬Tm、3月中旬Tmax、3月中旬S | 3月上旬Tmax,R=-0.503 | 
| FM | 8月下旬Tm | 8月下旬Tm,R=0.534 | 
| LC | 10月上旬Tmin、10月中旬Tmin、10月中旬S | 10月中旬S,R=-0.557 | 
| LF | 10月上旬Tm、Tmin,11月上旬Tm、Tmin | 10月上旬Tmin,R=0.498 | 
| 物候期 | 通过P<0.05显著性检验的气候因子 | 主导气候因子及相关系数R | 
|---|---|---|
| BO | 1月下旬Tmin、1月上旬Pr、2月上旬RH、3月上旬S | 1月上旬Pr,R=0.536 | 
| LU | 3月中旬Tm、3月中旬Tmax、3月上旬S、3月中旬S | 3月中旬S,R=-0.564 | 
| FF | 3月上旬Tmax、3月中旬Tm、3月中旬Tmax、3月中旬S | 3月上旬Tmax,R=-0.503 | 
| FM | 8月下旬Tm | 8月下旬Tm,R=0.534 | 
| LC | 10月上旬Tmin、10月中旬Tmin、10月中旬S | 10月中旬S,R=-0.557 | 
| LF | 10月上旬Tm、Tmin,11月上旬Tm、Tmin | 10月上旬Tmin,R=0.498 | 
| 气象要素 | BO-LU | LU-FF | FF-FM | FM-LC | LC-LF | FG | TG | 
|---|---|---|---|---|---|---|---|
| Tm | -0.068 | 0.106 | -0.527** | 0.294 | -0.005 | -0.552** | -0.122 | 
| Tmax | -0.129 | 0.074 | -0.317 | 0.197 | -0.184 | -0.379* | -0.283 | 
| Tmin | 0.028 | 0.083 | -0.587*** | 0.198 | 0.101 | -0.573*** | 0.051 | 
| RH | 0.026 | -0.129 | -0.349 | -0.384* | -0.066 | -0.291 | -0.344 | 
| Pr | 0.408* | -0.069 | -0.312 | 0.044 | 0.476** | -0.308 | -0.265 | 
| S | 0.896**** | 0.776**** | 0.650*** | 0.800**** | 0.939**** | 0.628*** | 0.303 | 
| ∑T0 | 0.929**** | 0.846**** | 0.884**** | 0.868**** | 0.807**** | 0.849**** | 0.878**** | 
| DTR | -0.178 | 0.030 | 0.215 | -0.029 | -0.228 | 0.147 | -0.227 | 
| 气象要素 | BO-LU | LU-FF | FF-FM | FM-LC | LC-LF | FG | TG | 
|---|---|---|---|---|---|---|---|
| Tm | -0.068 | 0.106 | -0.527** | 0.294 | -0.005 | -0.552** | -0.122 | 
| Tmax | -0.129 | 0.074 | -0.317 | 0.197 | -0.184 | -0.379* | -0.283 | 
| Tmin | 0.028 | 0.083 | -0.587*** | 0.198 | 0.101 | -0.573*** | 0.051 | 
| RH | 0.026 | -0.129 | -0.349 | -0.384* | -0.066 | -0.291 | -0.344 | 
| Pr | 0.408* | -0.069 | -0.312 | 0.044 | 0.476** | -0.308 | -0.265 | 
| S | 0.896**** | 0.776**** | 0.650*** | 0.800**** | 0.939**** | 0.628*** | 0.303 | 
| ∑T0 | 0.929**** | 0.846**** | 0.884**** | 0.868**** | 0.807**** | 0.849**** | 0.878**** | 
| DTR | -0.178 | 0.030 | 0.215 | -0.029 | -0.228 | 0.147 | -0.227 | 
| [1] | ROSENZWEIG C, CASASSA G, KAROLY D J, et al. Assessment of observed changes and responses in natural and managed systems[C]// PARRY M L, CANZIANI O F, PALUTIKOF J P, et al., eds. Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change[M].Cambridge[M]. UK: Cambridge University Press, 2007:79-131. | 
| [2] | 代武君, 金慧颖, 张玉红, 等. 植物物候学研究进展[J]. 生态学报, 2020, 40(19):6705-6719. | 
| [3] | ZHANG G L, ZHANG Y J, DONG J W, et al. Green-up dates in the Tibetan Plateau have continuously advanced from 1982 to 2011[J]. Proceedings of the national academy of sciences, 2013, 110(11):4309-4314. doi: 10.1073/pnas.1210423110 URL | 
| [4] | FITTER A H, FITTER R S R, HARRIS I T B, et al. Relations hips between first flowering date and temperature in the flora of a locality in central England[J]. Function ecology, 1995, 9:55-60. doi: 10.2307/2390090 URL | 
| [5] | 郑景云, 葛全胜, 郝志新. 气候增暖对我国近40年植物物候变化的影响[J]. 科学通报, 2002, 47(20):1582-1587. | 
| [6] | 陈效逑, 张福春. 近50年北京春季物候的变化及其对气候变化的响应[J]. 中国农业气象, 2001, 22(1):1-5. | 
| [7] | MEAZEL A. Plant phenological anomalies in Germany and t heir relation to air temperature and NAO[J]. Climatic change, 2003, 57:243-263. doi: 10.1023/A:1022880418362 URL | 
| [8] | 王晓荣, 庞宏东, 胡文杰, 等. 武汉城市森林常见木本植物物候研究—以九峰国家森林公园为例[J]. 中国农学通报, 2020, 36(10):39-46. | 
| [9] | 杨丽慧, 吴滨, 马佳嘉. 福建省植物物候期对气候变化的响应[J]. 中国农学通报, 2016, 32(35):139-150. | 
| [10] | MENZEL A, SPARKS T H, ESTRELLA N, et al. European phenological response to climate change matches the warming pattern[J]. Global change biology, 2006, 12(10):1969-1976. doi: 10.1111/j.1365-2486.2006.01193.x URL | 
| [11] | 徐佳, 樊海东, 倪健. 1950-2015年中国植物物候变化的集成分析[J]. 亚热带资源与环境学报, 2019, 14(2):1-11. | 
| [12] | 张震, 刘璐, 李艳莉. 果树物候期研究进展[J]. 果树学报, 2021, 38(8):1381-1389. | 
| [13] | 孟凡栋, 斯确多吉, 崔树娟, 等. 青藏高原植物物候的变化及其影响[J]. 自然杂志, 2017, 39(3):184-190. | 
| [14] | 孔冬冬, 张强, 黄文琳, 等. 1982-2013年青藏高原植被物候变化及气象因素影响[J]. 地理学报, 2017, 72(1):39-52. doi: 10.11821/dlxb201701004 | 
| [15] | 韩炳宏, 孔祥萍, 周秉荣, 等. 气候变化情景下青藏高原物候研究的若干进展[J]. 草业科学, 2019, 36(11):2786-2795. | 
| [16] | 王力, 张强. 近20年青藏高原典型高寒草甸化草原植物物候变化特征[J]. 高原气象, 2018, 37(6):1528-1534. doi: 10.7522/j.issn.1000-0534.2018.00090 | 
| [17] | 郭斌, 王珊, 张菡, 等. 若尔盖湿地天然牧草生育期变化特征及其对气候变化的响应[J]. 高原山地气象研究, 2018, 38(2):49-57. | 
| [18] | 李晓婷, 郭伟, 倪向南, 等. 高寒草甸植物物候对温度变化的响应[J]. 生态学报, 2019, 39(18):6670-6680. | 
| [19] | 石磊, 杜军, 刘依兰. 气候变化对日喀则保灌地青稞生育期的影响[J]. 中国农学通报, 2016, 32(33):182-186. | 
| [20] | 杜军, 高佳佳, 厉爱丽, 等. 2010—2019年西藏中南部春油菜生育期变化特征[J]. 中国农学通报. 2021, 37(20):77-84. | 
| [21] | 杜军, 高佳佳, 索朗塔杰, 等. 1991—2020年西藏春小麦生育期对气候变化的响应[J]. 麦类作物学报. 2021, 41(8):1044-1054. | 
| [22] | 西藏自治区统计局, 国家统计局西藏调查总队. 西藏统计年鉴-2019[M]. 北京: 中国统计出版社, 2019. | 
| [23] | 中国气象局. 农业气象观测规范[M]. 北京: 气象出版社, 1993. | 
| [24] | 刘璐, 王景红, 柏秦凤, 等. 气候变化对黄土高原苹果主产地物候期的影响[J]. 果树学报, 2020, 37(3):330-338. | 
| [25] | 刘璐, 郭梁, 王景红, 等. 中国北方苹果主产地苹果物候期对气候变暖的响应[J]. 应用生态学报, 2020, 31(3):845-852. doi: 10.13287/j.1001-9332.202003.026 | 
| [26] | BUDESCU D V. Dominance analysis: A new approach to the problem of relative importance of predictors in multiple regression[J]. Psychological bulletin, 1993, 114:542-551. doi: 10.1037/0033-2909.114.3.542 URL | 
| [27] | TANG Q Y, ZHANG C X. Data processing system (DPS) software with experimental design, statistical analysis and data mining developed for use in entomological research[J]. Insect Science, 2013, 20:254-260. doi: 10.1111/j.1744-7917.2012.01519.x URL | 
| [1] | YE Pei, LIU Kequn, SHEN Shuanghe, LIU Kaiwen, LIU Zhixiong, DENG Yanjun. Risk Analysis and Regionalization of Heat Damage During Heading and Flowering Stage of Mid-season Rice in Hubei Province [J]. Chinese Agricultural Science Bulletin, 2022, 38(8): 110-117. | 
| [2] | Tsewang Thondup, DU Jun, , Phuntsok Samten. Spatial-temporal Change of Negative Accumulated Temperature in the Main Agricultural Regions of the Yarlung Zangbo River and Its Two Tributaries of Tibet During 1981-2020 [J]. Chinese Agricultural Science Bulletin, 2022, 38(5): 99-105. | 
| [3] | LI Hongmei, QUAN Wenting, ZHANG Shuyu. The Impact of Climate Warming on Heat Resources Before the Turning Green Stage of Winter Wheat in Central and Northern Shaanxi Province [J]. Chinese Agricultural Science Bulletin, 2022, 38(4): 53-61. | 
| [4] | YAN Yue, JIN Hexian, WANG Lixian. Research on Health Benefits of Community Gardens at Home and Abroad: A Review [J]. Chinese Agricultural Science Bulletin, 2022, 38(34): 68-75. | 
| [5] | ZHOU Tingyu, XIAO Yang, HUANG Qingyang, XIE Chen, LUO You. Forest Litter Decomposition: Research Progress and Prospect [J]. Chinese Agricultural Science Bulletin, 2022, 38(33): 44-51. | 
| [6] | TIAN Yutong, HAN Zhiwei, ZHAO Ran, TIAN Yongzhu, LUO Guangfei, YANG Miao. Effects of Typical Land Use Types on Soil Nitrogen Characteristics in Karst Agricultural Areas of Southwest China [J]. Chinese Agricultural Science Bulletin, 2022, 38(33): 89-96. | 
| [7] | WANG Zhiqiang, YANG Jianfeng, SHI Tianchi. Copper Content Characteristics of Main Grain Crops and Their Influencing Factors in Shizuishan of Ningxia [J]. Chinese Agricultural Science Bulletin, 2022, 38(32): 45-54. | 
| [8] | SUI Zhenquan, FAN Jinshi, YIN Chongshan, MAO Jinchao. Chitosan: The Action Mechanism on Plant Pathogens and Its Influencing Factors [J]. Chinese Agricultural Science Bulletin, 2022, 38(3): 121-126. | 
| [9] | CHEN Huiling, ZHANG Xinye, PENG Chan, LIU Zongkun, PANG Hongdong, LIU Lian, YANG Yanling. Comparative Study on Biological Characteristics of 13 Medicinal Dendrobium Germplasm Resources [J]. Chinese Agricultural Science Bulletin, 2022, 38(3): 94-101. | 
| [10] | LOU Zhongshan. Phenological Change Characteristics of Stipa Grass at Flowering Stage on Alpine Grassland and Their Influencing Factors [J]. Chinese Agricultural Science Bulletin, 2022, 38(29): 129-134. | 
| [11] | QUAN Ying, ZHANG Xiaojuan, ZHAO Hui, SUN Xiaomin, MA Xiuqi. CRISPER/Cas9 System in Plant Genome Modification and Crop Genetics and Breeding: Research Progress [J]. Chinese Agricultural Science Bulletin, 2022, 38(26): 9-14. | 
| [12] | LIAO Yumeng, LI Zuran, ZU Yanqun, LIU Caixin. Migration Pathways of Heavy Metals in Plants and Influencing Factors: Research Progress [J]. Chinese Agricultural Science Bulletin, 2022, 38(24): 63-69. | 
| [13] | DONG Jiarui. Meteorological Factors in Tongliao: Effects on Sweet Potato Yield [J]. Chinese Agricultural Science Bulletin, 2022, 38(24): 75-79. | 
| [14] | HU Jiesi, ZHANG Jianguo. The Influencing Factors of Scenic Beauty of Rural Waterfront Landscape Belt Based on SD-SBE Method: A Case Study of Quzhou Miaoyuan River [J]. Chinese Agricultural Science Bulletin, 2022, 38(22): 69-78. | 
| [15] | LUO Mei, GUO Long, FEI Kun, ZHANG Tianen, LI Chen, MA Youhua. Cultivated Land Quality: Improving Technologies and Their Application [J]. Chinese Agricultural Science Bulletin, 2022, 38(21): 76-81. | 
| Viewed | ||||||
| Full text |  | |||||
| Abstract |  | |||||