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Response of vegetation to extreme climate in the karst core areas of southwest China |
JING Juan-li, ZHAO Ting, WANG Yong-feng, SUN Jia-hui, FU Bao-wei |
Ecological Spatiotemporal Big Data Perception Service Laboratory, College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541006, China |
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Abstract The karst core areas of southwest China were chosen as the research area for exploring the interrelationship between vegetation change and extreme climate conditions. Based on NDVI data from 1982 to 2019 and daily temperature and precipitation data from meteorological stations and using extreme climate indices defined by the Expert Group on Climate Change Monitoring and Indicators (ETCCDI), trend analysis and correlation analysis methods were applied to analyze the spatiotemporal changes in the NDVI and extreme climate indices and their response mechanisms. The study can provide foundation for ecological protection and management in karst area. The results showed that: from 1982 to 2019, the overall (83.13%) NDVI exhibited a significant upward trend in the southwest karst core areas, with only a few areas (0.51%) showing a downward trend. Among the extreme climate indices, the extreme high-temperature indices showed a significant increasing trend in both temporally and spatially (P<0.05), and the extreme low-temperature indices exhibited a significant decreasing trend (P<0.05), and the extreme precipitation indices exhibited nonsignificant changes (P>0.05). At the annual scale, there were a positive correlations between NDVI and extreme precipitation indices and extreme warm temperature indices, and a negative correlation with extreme cold temperature indices in the southwest karst core areas. The correlations between the NDVI and seven extreme temperature indices (TN90P, TX90P, TNX, TXX, TN10P, TX10P, and TNN) were significant relationships (P<0.05), revealing significant spatial heterogeneity. The three main factors influencing the growth of each type of vegetation were TN90P, TX90P and TN10P, which characterize the frequency of extreme temperatures. The results of this study can guide ecological protection and management in karst areas.
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Received: 16 November 2023
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[1] 李梦华,韩颖娟,赵慧,等.基于地理探测器的宁夏植被覆盖度时空变化特征及其驱动因子分析[J].生态环境学报, 2022,31(7):1317-1325. Li M H, Han Y J, Zhao H, Wang Y, et al. Analysis on spatial-temporal variation characteristics and driving factors of fractional vegetation cover in Ningxia based on geographical detector[J]. Ecology and Environmental Sciences, 2022,31(7):1317-1325. [2] 张佳华,王长耀.区域归一化植被指数(NDVI)对植被光合作用响应的研究[J].干旱区资源与环境, 2003,(1):91-95. Zhang J H, Wang C Y. The Respondence of regional NDVI to plant photosynthesis[J]. Journal of A rid Land Resources and Environment, 2003,(1):91-95. [3] 金凯,王飞,韩剑桥,等.1982~2015年中国气候变化和人类活动对植被NDVI变化的影响[J].地理学报, 2020,75(5):961-974. Jin K, Wang F, Han J Q, et al. Contribution of climatic change and human activities to vegetation NDVl change over China during 1982~2015[J]. Acta Geographica Sinica, 2020,75(5):961-974. [4] 周波涛,钱进.IPCC AR6报告解读:极端天气气候事件变化[J].气候变化研究进展, 2021,17(6):713-718. Zhou B T, Qian J. Changes of weather and climate extremes in the IPCC AR6[J]. Climate Change Research, 2021,17(6):713-718. [5] Schuldt B, Buras A, Arend M, et al. A first assessment of the impact of the extreme 2018 summer drought on Central European forests[J]. Basic and applied ecology, 2020,45:86-103. [6] Zou X Y, Peng X Y, Zhao X X, et al. The impact of extreme weather events on water quality:international evidence[J]. Natural hazards, 2022,115:1-21. [7] Elahi E, Khalid Z, Tauni M Z, et al. Extreme weather events risk to crop-production and the adaptation of innovative management strategies to mitigate the risk:A retrospective survey of rural Punjab, Pakistan[J]. Technovation, 2022,117:102255. [8] Certini G, Scalenghe R. The crucial interactions between climate and soil[J]. Science of the total environment, 2023,856:159169. [9] Papatheodorou E, Papapostolou A, Monokrousos N, et al. Crust cover and prior soil moisture status affect the response of soil microbial community and function to extreme rain events in an arid area[J]. European journal of soil biology, 2020,101:103243. [10] Fathian F, Ghadami M, Haghighi P, et al. Assessment of changes in climate extremes of temperature and precipitation over Iran[J]. Theoretical and Applied Climatology, 2020,141(3/4):1119-1133. [11] Klein Tank A M G, Konnen G P. Trends in indices of daily temperature and precipitation extremes in Europe, 1946-99[J]. Journal of Climate, 2003,16(22):3665-3680. [12] 杨阳,赵娜,岳天祥.1980~2018年中国极端高温事件时空格局演变特征[J].地理科学, 2022,42(3):536-547. Yang Y, Zhao N, Yue T X. Spatio-temporal variations of extreme high temperature event in China from 1980 to 2018[J]. Scientia Geographica Sinica, 2022,42(3):536-547. [13] 侯承志,黄丹青,桂东伟,等.1961~2019年中国北方沙漠沙地极端气候变化特征及其影响因素[J].地理科学, 2023,43(8):1495-1505. Hou C Z, Huang D Q, Gui D W, et al. Spatiotemporal variations of climate extremes and influential factors in deserts and sandy fields of northern China from 1961 to 2019[J]. Scientia Geographica Sinica, 2023,43(8):1495-1505. [14] 徐洁,毕宇珠,雷秋良,等.1961~2020年宁夏地区极端气候变化趋势及影响因素分析[J].中国农业资源与区划, 2022,43(12):159-171. Xu J, Bi Y Z, Lei Q L, et al. Analysis of extreme climate change trends and influencing factors from 1961 to 2020 in Ningxia hui autonomous region, China[J]. Chinese Journal of Agricultural Resources and Regional Planning, 2022,43(12):159-171. [15] He L, Guo J B, Yang W B, et al. Multifaceted responses of vegetation to average and extreme climate change over global drylands[J]. Science of the total environment, 2023,858:159942. [16] Jiang H L, Xu X. Impact of extreme climates on vegetation from multiple scales and perspectives in the Agro-pastural Transitional Zone of Northern China in the past three decades[J]. Journal of Cleaner Production, 2022,372:133459. [17] 王晓利,侯西勇.1982~2014年中国沿海地区归一化植被指数(NDVI)变化及其对极端气候的响应[J].地理研究, 2019,38(4):807-821. Wang X L, Hou X Y. Variation of normalized difference vegetation index and its response to extreme climate in coastal China during 1982~2014[J]. Geographical Research, 2019,38(4):807-821. [18] 高滢,孙虎,徐崟尧,等.陕西省植被覆盖时空变化及其对极端气候的响应[J].生态学报, 2022,42(3):1022-1033. Gao Y, Sun H, Xu Y Y, et al. Temporal and spatial variation of vegetation cover and its response to extreme climate in Shaanxi Province[J]. Acta Ecologica Sinica, 2022,42(3):1022-1033. [19] Su R H, Guo E L, Wang Y F, et al. Vegetation dynamics and its response to extreme climate on the Inner Mongolian Plateau during 1982&ndash, 2020[J]. Remote sensing, 2023,15(15):3891. [20] Qin N U, Wang J N, Yang G S, et al. Spatial and temporal variations of extreme precipitation and temperature events for the Southwest China in 1960~2009[J]. Geoenvironmental Disasters, 2015,2:4. [21] 倪铭,张曦月,姜超,等.中国西南部地区植被对极端气候事件的响应[J].植物生态学报, 2021,45(6):626-640. Ni M, Zhang X Y, Jiang C, et al. Responses of vegetation to extreme climate events in southwestern China[J]. Chinese Journal of Plant Ecology, 2021,45(6):626-640. [22] Wang L D, Hu F, Miao Y C, et al. Changes in Vegetation Dynamics and Relations with Extreme Climate on Multiple Time Scales in Guangxi, China[J]. Remote sensing, 2022,14(9):2013. [23] 刘炜,焦树林.喀斯特流域极端气候变化特征及对NDVI的影响[J].水土保持学报, 2022,36(5):220-232. Liu W, Jiao S L. Characteristics of Extreme Climate Change in Karst Basin and Its lmpact on NDVI[J]. Journal of Soil and Water Conservation, 2022,36(5):220-232. [24] 杜雪莲,王世杰.喀斯特石漠化区小生境特征研究--以贵州清镇王家寨小流域为例[J].地球与环境, 2010,38(3):255-261. Du X L, Wang S J. Micro-habitat characteristics in the Karst desertification area:A case study of the Wangjiazhai catchment in Guizhou Province[J]. Earth and Environment, 2010,38(3):255-261. [25] 和彩霞.西南地区NDVI动态变化及其与SPEI的关系研究[D].桂林:桂林理工大学, 2022. He C X. Study on the relationship between dynamic changes of NDVI and SPEI in Southwest China[D]. Guilin:Guilin University of Technology. [26] 刘海红,殷淑燕,许丽婷,等.山东省极端气候和人类活动对不同植被类型NDVI的影响[J].生态学报, 2023,43(21):8780-8792. Liu H H, Yin S Y, Xu L T, et al. Effects of extreme climate and human activities on NDVI (normalized difference vegetation index) of different vegetation types in Shandong Province[J]. Acta Ecologica Sinica, 2023,43(21):8780-8792. [27] 宋轩宇,许民,李振中,等.叶尔羌流域极端气候变化特征及其对径流的影响研究[J].水文, 2023,43(2):52-57. Song X Y, Xu M, Li Z Z, et al. Study on Variation Characteristics of Extreme Climate and lts Impacts on Runoff in Yarkant Basin[J]. Journal of China Hydrology, 2023,43(2):52-57. [28] Sen P K. Estimates of the regression coefficient based on Kendall's tau[J]. Journal of the American statistical association, 1968,63(324):1379-1389. [29] Mann H B. Nonparametric tests against trend[J]. Econometrica:journal of the econometric society, 1945:245-259. [30] 徐建华.现代地理学中的数学方法(第三版)[M].北京:高等教育出版社, 2017:73-78. Xu J H. Mathematical methods in contemporary geography (third edition)[M]. Beijing:Higher Education Press, 2017:73-78. [31] Ding Z, Liu Y, Wang L C, et al. Effects and implications of ecological restoration projects on ecosystem water use efficiency in the karst region of Southwest China[J]. Ecological engineering, 2021,170:106356. [32] Peng J, Jiang H, Liu Q H, et al. Human activity vs. climate change:Distinguishing dominant drivers on LAI dynamics in karst region of southwest China[J]. Science of the total environment, 2021,769:144297. [33] Tong X W, Wang K L, Yue Y M, et al. Quantifying the effectiveness of ecological restoration projects on long-term vegetation dynamics in the karst regions of Southwest China[J]. International journal of applied earth observation and geoinformation, 2017,54:105-113. [34] 马炳鑫,和彩霞,靖娟利,等.1982~2019年中国西南地区植被变化归因研究[J].地理学报, 2023,78(3):714-728. Ma B X, He C X, Jing J L, et al. Attribution of vegetation dynamics in Southwest China from 1982 to 2019[J]. Acta Geographica Sinica, 2023,78(3):714-728. [35] 苏日罕,郭恩亮,王永芳,等.1982~2020年内蒙古地区极端气候变化及其对植被的影响[J].生态学报, 2023,43(1):419-431. Su R H, Guo E L, Wang Y F, et al. Extreme climate changes in the Inner Mongolia and their impacts on vegetation dynamics during 1982~2020[J]. Acta Ecologica Sinica, 2023,43(1):419-431. [36] 毛喜玲,殷淑燕,刘海红.近61a晋陕豫地区极端气候变化及其对农业生产的影响[J].兰州大学学报(自然科学版), 2023,59(1):71-79. Mao X L, Yin S Y, Liu H H. Extreme climate changes and their impact on agricultural production in Shanxi, Shaanxi and He'nan Provinces in recent 61 years[J]. Journal of Lanzhou University (Natural Sciences), 2023,59(1):71-79. [37] Islam A R M T, Islam H T, Shahid S, et al. Spatiotemporal nexus between vegetation change and extreme climatic indices and their possible causes of change[J]. Journal of environmental management, 2021,289:112505. [38] Wang P, Cheng Q P, Jin H Y. Divergent vegetation variation and the response to extreme climate events in the National Nature Reserves in Southwest China, 1961~2019[J]. Ecological indicators, 2023,150:110247. [39] 张彬,朱建军,刘华民,等.极端降水和极端干旱事件对草原生态系统的影响[J].植物生态学报, 2014,38(9):1008-1018. Zhang B, Zhu J J, Liu H M, et al. Effects of extreme rainfall and drought events on grassland ecosystems[J]. Chinese Journal of Plant Ecology, 2014,38(9):1008-1018. [40] 朱俐南,卫海燕,郭彦龙,等.基于熵权物元模型的黄芩适宜生境区划[J].水土保持通报, 2015,35(1):153-158. Zhu L N, Wei H Y, Guo Y L, et al. Suitable habitat division of scutellaria baicalensis georgi based on entropy weight and matter element model[J]. Bulletin of Soil and Water Conservation, 2015, 35(1):153-158. [41] 袁沫汐,赵林,李鑫鑫,等.1982~2015年中国温带不同草地植被枯黄期对极端气候事件的响应[J].生态学报, 2023,43(14):6015-6032. Yuan M X, Zhao L, Li X X, et al. Diverse responses of end of growing season to extreme climate events in different grasslands in temperate China during 1982~2015[J]. Acta Ecologica Sinica, 2023,43(14):6015-6032. [42] 张慧,靳英华,神祥金,等.中国植被类型区大气增温趋势及其不对称性研究[J].地理科学, 2018,38(2):272-283. Zhang H, Jin Y H, Shen X J, et al. Rising air temperature and its asymmetry under different vegetation regions in China[J]. Scientia Geographica Sinica, 2018,38(2):272-283. [43] 李理,刘俊杰,赵芳,等.昼夜不对称性增温对秦巴山地植被NDVI的影响研究[J].地域研究与开发, 2023,42(1):161-166,173. Li L, Liu J J, Zhao F, et al. Effects of day and night asymmetric warming on different vegetation types in Qinling-Daba mountains[J]. Areal Research and Development, 2023,42(1):161-166,173. [44] Zhao Z H, Wang X Y, Li R J, et al. Impacts of climate extremes on autumn phenology in contrasting temperate and alpine grasslands in China[J]. Agricultural and Forest Meteorology, 2023,336:109495. [45] Ge W Y, Deng L Q, Wang F, et al. Quantifying the contributions of human activities and climate change to vegetation net primary productivity dynamics in China from 2001 to 2016[J]. Science of the total environment, 2021,773:145648. [46] 崔嵩,贾朝阳,郭亮,等.不同海拔梯度下极端气候事件对松花江流域植被NPP的影响[J].环境科学, 2024,45(1):275-286. Cui S, Jia Z Y, Guo L, et al. Impacts of Extreme Climate Events at Different Altitudinal Gradients on Vegetation NPP in Songhua River Basin[J]. Environmental Science, 2024,45(1):275-286. |
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