Journal of Agricultural Big Data >
Spatiotemporal Characteristics of Thermal Resources in Sichuan Province Against the Background of Climate Change
Received date: 2019-11-20
Online published: 2020-06-02
This study attempts to identify the variation trend of agricultural thermal resources and characteristics of trend of all regions in Sichuan Province against the background of global warming.
Based on the daily meteorological data from 40 meteorological stations from 1961 to 2016, the thermal change characteristics of Sichuan Province were studied. We adopted the climatic tendency rate and the nonparametric Mann–Kendall statistical test to identify the temporal changes in the Sichuan Province thermal resources. Multiple regression equations for the thermal resource factors were constructed based on their longitude, latitude, and altitude. We also used a multivariate regression model with the residual modified by inverse distance weight interpolation to analyze the spatial variation of thermal resources.
The results showed that: the thermal conditions in Sichuan Province generally increased over the past 56 years and the annual average temperature, the annual average minimum temperature, the accumulated temperature above 0°C, and the accumulated temperature above 10°C had all increased by 0.204°C/10a, 0.267°C/10a, 58.48°C/10a, and 61.49°C/10a, respectively. The spatial distribution showed that the annual average temperature, the annual average minimum temperature, accumulated temperature above 0°C, and accumulated temperature above 10°C expanded from the southeast to northwest in Sichuan Province. The areas where the incremental changes in the annual average temperature and annual minimum temperature were the most significant were the northwest region of Sichuan Province, the Panzhihua-Xichang region, and the east region of Sichuan basin. The accumulated temperature above 0°C in the western Sichuan plain had increased significantly, while and the southeast region of Sichuan Province had the largest increase in accumulated temperature above 10°C. From 1961 to 2016, the frost-free period and the growing season for thermophilic crops became longer in Sichuan Province. The most obvious extended regions of the frost-free period were the northwest region, western Sichuan plain, and the northeast region of Sichuan Province. The area with significant extension of the growing season of thermophilic crops was Liangshan in the southwest region of Sichuan Province, where the thermal conditions for thermophilic crops improved gradually.
In the past 56 years, the temperature in Sichuan Province had generally increased, while the frost-free period and the growing season of warm crops were also extended. In general, agricultural thermal resources have increased in Sichuan Province and thermal resources have become more abundant in Sichuan basin, Pan-Xi region, and the northwest Sichuan plateau.
Wenbo Gao, Peng He, Zhengyu Lin, Yuan Zhang . Spatiotemporal Characteristics of Thermal Resources in Sichuan Province Against the Background of Climate Change[J]. Journal of Agricultural Big Data, 2020 , 2(1) : 60 -69 . DOI: 10.19788/j.issn.2096-6369.200108
| 1 | IPCC .Climate change 2014:impacts,adaptation,and vulnerability [M/OL].Cambridge:Cambridge University Press. [][2015-03-10].. |
| 2 | 虞海燕,刘树华,赵娜,等 .1951-2009年中国不同区域气温和降水量变化特征[J]. 气象与环境学报,2011,27(4):1-11. |
| 2 | Yu H Y , Liu S H , Zhao N ,et al .Characteristics of air temperature and precipitation in different regions of China from 1951 to 2009[J]. Journal of Meteorology and Environment,2011,27(4):01-11.(in Chinese) |
| 3 | Liu Y F . The Impact of the Contemporary Climatic Change on China’s Thermal Resources[J]. Chinese Geographical Science,1995,5(1):11-23. |
| 4 | Cai Y L . Vulnerability and Adaptation of Chinese Agriculture To Global Climate Change[J]. Chinese Geographical Science,1997,7(4):289-301. |
| 5 | Chen Y F , Wu Z G , Okamoto Katsuo , et al . The impacts of climate change on crops in China:A Ricardian analysis[J]. Global and Planetary Change,2013,(104):61-74. |
| 6 | Hui J , Xie L Y , Ma Z Y . The impacts of climate change on Chinese agriculture[J]. Annals of Arid Zone,2008,47(3&4):325-342. |
| 7 | 杨晓光,李勇,代姝玮,等 .气候变化背景下中国农业气候资源变化Ⅸ.中国农业气候资源时空变化特征[J].应用生态学报,2011,22(12):3177-3188. |
| 7 | Yang X G , Li Y , Dai S W ,et al .Changes of China agricultural climate resources under the background of climate change:Ⅸ. Spatiotemporal change characteristics of China agricultural climate resources[J].Chinese Journal of Applied Ecology,2011,22(12):3177-3188.(in Chinese) |
| 8 | Du Y D , Song L L , Mao H Q , et al . Climate warming in Guangdong province and its influences on agriculture and counter measures[J]. Journal of tropical meteorology,2004,10(2):150-159. |
| 9 | 叶宏宝,石晓燕,李冬,等 .浙江省农业气候资源时空变化特征研究[J].浙江农业学报,2014,26(4):1021-1030. |
| 9 | Ye H B , Shi X Y , Li D , et al .Spatiotemporal characteristics of agricultural climate resources in Zhejiang Province[J].Acta Agriculturae Zhejiangensis,2014,26(4):1021-1030.(in Chinese) |
| 10 | Shouzheng Jiang , Chuan Liang , Ningbo Cui , et al . Impacts of climatic variables on reference evapotranspiration during growing season in Southwest China[J]. Agricultural Water Management,2019,(216):365-378. |
| 11 | Yu Feng , Ningbo Cui , Lu Zhao , et al . Spatiotemporal variation of reference evapotranspiration during 1954-2013 in Southwest China[J]. Quaternary International,2017,(441):129-139. |
| 12 | Qi Hu , Feifei Pan , Xuebiao Pan , et al . Trends in agricultural heat and solar radiation resources in Northeast China:A multistage spatio-temporal analysis[J]. International Journal of Climatology,2016,(36):2461-2468. |
| 13 | 肖国杰 .四川西南地区热量资源分析[J].安徽农业科学,2010,38(5):2466-2468. |
| 13 | Xiao G J . Analysis of Thermal Resource in the Southwest of Sichuan[J]. Journal of Anhui AgriSci,2010,38(5):2466-2468.(in Chinese) |
| 14 | 陈超,庞艳梅,潘学标,等 .气候变化背景下四川省气候资源变化趋势分析[J].资源科学,2011,33(7):1310-1316. |
| 14 | Chen C , Pang Y M , Pan X B , et al .Characteristics of Climate Resources under Global Climate Change in Sichuan Province[J]. Resources Science,2011,33(7):1310-1316.(in Chinese) |
| 15 | Zhao Dongsheng , Zheng Du , Wu Shaohong , et al . Climate Changes in Northeastern China During Last Four Decades[J]. Chinese Geographical Science,2007,17(4):317-324. |
| 16 | 候光良,李继由,张谊光 .中国农业气候资源[M].北京:中国人民大学出版社,1993:99-101. |
| 16 | Hou G L , Li J Y Zhang Y G . China's agricultural climate resources [M]. Beijing: Renmin University of China Press, 1993: 99-101. |
| 17 | 杨霏云,朱玉祥,李文科,等 .统计方法在中国农业气象中的应用进展[J].气象与环境科学,2016,39(03):121-129. |
| 17 | Yang F Y , Zhu Y X , Li W K ,et al . Application Progress of Statistical Methods in Chinese Agrometeorology[J]. Meteorological and Environmental Sciences,2016,39(3):121-129.(in Chinese) |
| 18 | 魏凤英 .现代气候统计诊断预测技术[M].北京:气象出版社,2007:63-65. |
| 18 | Wei F Y . Modern climate statistical diagnosis and prediction technology [M]. Beijing: Meteorological Press, 2007: 63-65. |
| 19 | Gerstengarbe F W , Werner P C . Estimation of the beginning and end of recurrent events within a climate regime[A]. New dimensions of India's foreign policy[C].Vision Books,1999:97-107. |
| 20 | Zhang Q , Liu C , Xu C Y , et al . Observed trends of annual maximum water level and stream flow during past 130 years in the Yangtze River basin,China[J]. Journal of Hydrology,2006,324(1-4):255-265. |
| 21 | 廖玉芳,汪扩军,赵福华,等 .湖南省现代农业气候区划[M].长沙:湖南大学出版社,2010:83. |
| 21 | Liao Y F , Wang K J , Zhao F H , et al .Modern Agricultural Climate Division in Hunan Province[M]. Changsha: Hunan University Press, 2010: 83. |
| 22 | 廖顺宝,李泽辉 .气温数据栅格化中的几个具体问题[J]. 气象科技,2004,32(5):352-356. |
| 22 | Liao S B , Li Z H . Some Practical Problems Related to Rasterization of Air Temperature[J]. Meteorological Science and Technology,2004,32(5):352-356. |
| 23 | 廖顺宝,姬广兴,侯鹏敏,等 .面向粮食产量空间化的多元回归分析模型中的两个关键问题探讨[J].自然资源学报,2015,30(11):1922-1932. |
| 23 | Liao S B , Ji G X , Hou P M , et al . Discussion on Two Key Problems of Multivariable Linear |
| 23 | Regression Models for Spatialization of Grain Yield[J]. Journal of Natural Resources,2015,30(11):1922-1932. |
/
| 〈 |
|
〉 |