Changes of vegetation ecological quality in the Chengdu-Chongqing economic circle from 2000 to 2020 and its response to extreme climatic factor
ZHANG Yan-jun1, LI Zi-hui2, GUAN Dong-jie3, LI Zhen-liang4
1. School of Business Management, Chongqing University of Technology, Chongqing 400050, China; 2. Kunming Natural Resources Comprehensive Investigation Center, China Geological Survey, Kunming 650100, China; 3. School of Smart City, Chongqing Jiaotong University, Chongqing 400074, China; 4. Chongqing Academy of Ecology and Environmental Sciences, Chongqing 401147, China
Abstract:As the fourth pole of China's economic growth, the Chengdu-Chongqing economic circle has great responsibility to build a solid ecological barrier in the upper reaches of the Yangtze River, which is of great significance to the strategy of ecological environmental protection. In this study, based on the NPP and vegetation coverage FVC data from 2000 to 2020 in the Chengdu-Chongqing urban area, the vegetation ecological quality index (EQI) was constructed, and the spatiotemporal variation characteristics of vegetation ecological quality and the response of extreme climatic factors were analyzed. The results showed that: (1) from 2000 to 2020, the EQI in Chengdu-Chongqing area was generally stable and alternately up-down, and the average value of vegetation ecological environment quality for many years was 63.96; (2) the EQI in Chengdu-Chongqing urban area showed a spatial distribution pattern of low in the middle and high in the surrounding areas. The areas with large values of the average ecological environment quality index were mainly concentrated in the mountainous areas around the Chengdu-Chongqing economic circle, and the southeast area of Chongqing also has a high average EQI. The distribution of the average ecological environment quality index in the central region was similar between years with a little change; (3) from 2000 to 2020, the slope of ecological environment quality in Chengdu-Chongqing economic circle showed a good development trend. The areas with the minimum slope grades (-3.17~-0.42) were mainly distributed in Chengdu and the surrounding areas of Chongqing main city. The slopes of the ecological environment quality trend in the eastern and central parts of the Chengdu-Chongqing urban area showed a growing trend; (4) in the Chengdu-Chongqing economic circle, there are the significantly positive correlations at 0.01level between the EQI and the number of days with daily maximum temperature>25℃ (SU) in the extreme climate index, at 0.05level between the EQI and the number of days with daily maximum temperature higher than 90% of the quantile (TX90P), and at 0.05level between the EQI and the number of days with daily minimum temperature<0℃ (FD). Whereas, the EQI is of negative correlation at 0.05level to the number of days with daily minimum temperature higher than 90% of the quantile (TN90P). The results can provide a basis for understanding the changes of vegetation habitat quality and its response to extreme climate in the Chengdu-Chongqing economic circle.
张艳军, 李子辉, 官冬杰, 李振亮. 2000~2020年成渝双城经济圈植被生态质量变化及其对极端气候因子的响应[J]. 中国环境科学, 2023, 43(9): 4876-4885.
ZHANG Yan-jun, LI Zi-hui, GUAN Dong-jie, LI Zhen-liang. Changes of vegetation ecological quality in the Chengdu-Chongqing economic circle from 2000 to 2020 and its response to extreme climatic factor. CHINA ENVIRONMENTAL SCIENCECE, 2023, 43(9): 4876-4885.
解晗,同小娟,李俊,等.2000~2018年黄河流域生长季植被指数变化及其对气候因子的响应[J]. 生态学报, 2022,42(11):4536-4549. Jie H, Tong X J, Li J, et al. Changes of NDVI and EVI and their responses to climatic variables in the Yellow River Basin during the growing season of 2000~2018[J]. Acta Ecologica Sinica, 2022,42(11):4536-4549.
[2]
Niu X S. Experimental warming amplified opposite impacts of drought vs. wet extremes on ecosystem carbon cycle in a tall grass prairie[J]. Agricultural and Forest Meteorology, 2019,276/277.
[3]
刘海,刘凤,郑粮.气候变化及人类活动对黄河流域植被覆盖变化的影响[J]. 水土保持学报, 2021,35(4):143-151. Liu H, Liu F, Zheng L. Effects of climate change and human activities on vegetation cover change in the Yellow River Basin[J]. Journal of Soil and Water Conservation, 2021,35(4):143-151.
[4]
康帅直,穆琪,赵永华,等.黄土高原神府资源开采区生态环境质量时空格局特征[J]. 生态学报, 2023,43(7):2781-2792. Kang S Z, Mu Q, Zhao Y H, et al. Temporal and spatial pattern characterisics of ecological environmental quality in Shenfumining area of Loess Plateau[J]. Acta Ecologica Sinica, 2023,43(7):2781-2792.
[5]
乔亚军,张慧,韩晓盈,等.基于地理空间角度的黑龙江省水源涵养功能变化的驱动因素分析[J]. 生态学报, 2023,43(7):2711-2721. Jia Y J, Zhang H, Han X Y, et al. Exploring drivers of water conservation function variation in Heilongiang Province from a geospatial perspective[J]. Acta Ecologica Sinica, 2023,43(7):2711-2721.
[6]
华华.湘西山地不同林地类型水源涵养与固土保肥功能研究[D]. 中南林业科技大学, 2013. Hua H. Stady on the function of water conservation, soil reinforce mentand fe rtility maintenance of forest lands with different types in Xiangxi Mountain areas[D]. Central South University of Forestry and Technology, 2013.
[7]
苏嘉亮,晏晨然,雷雨,等.陕西省生态环境质量长时序动态监测[J]. 生态学报, 2023,43(2):554-568. SuJ L, Yan C R, Lei Y, et al. Long time series dynamic monitoring of eco-environmental quality in Shanxi Province. Avcta Ecologica Sinica, 2023,43(2):554-568.
[8]
贾文雄,陈京华.1982~2014年祁连山植被生长季NDVI变化及其对气候的响应[J]. 水土保持研究, 2018,25(2):264-268. Jia W X, Chen J H. Variations of NDVI and its response to climate change in the growing season of vegetation in Qilianshan mountains from 1982 to 2014[J]. Research of Soil and Water Conservation, 2018, 25(2):264-268.
[9]
李倩琳,沙占江.气候变暖背景下柴达木盆地生态环境质量遥感监测[J]. 生态科学, 2022,41(6):92-99. Li Q L, Sha Z J. Remote sensing monitoring of ecological environment quality in Qaidam Basin under the background of climate warming[J]. Ecological Science, 2022,41(6):92-99.
[10]
郑颖娟,刘军会,刘洋,等.2000~2018年鄂尔多斯市植被覆盖度变化及驱动因素分析[J]. 环境科学研究, 2022,35(11):2458-2468. Zheng Y J, Liu J H, Liu Y, et al. Analysis of Vegetation Coverage Change and Driving Factors in Ordos City from2000 to 2018[J]. Research of Environmental Sciences, 2022,35(11):2458-2468.
[11]
张芳宁,杨亮洁,杨永春.1981~2016年黄土高原植被NDVI变化及对气候和人类活动的响应[J]. 水土保持研究, 2023,30(2):230-237. Zhang F N, Yang L J, Yang Y C. Change of vegetation NDVI and its response to climatic and human activities in the Loess Plateau during 1981~2016[J]. Research of Soil and Water Conservation, 2023,30(2):230-237.
[12]
尉毓姣,朱琳,曹鑫宇,等.基于转移函数分析的蒙东地区不同类型植被变化对干旱的响应[J/OL]. 地球科学:1-16. Wen M J, Zhu L, Cao X Y, et al. Response of different types of vegetation changes to drought in Eastern Inner Mongolia based on transfer function analysis[J/OL]. Earth Science:1-16.
[13]
帅爽,张志,吕新彪,等.矿山恢复治理区植被物候与健康状况遥感监测[J]. 农业工程学报, 2021,37(4):224-234. Shuai S, Zhang Z, Lv X B, et al. Remote sensing monitoring of vegetation phenological characteristics and vegetation health status in mine restoration areas[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactionsof the CSAE), 2021,37(4):224-234.
[14]
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 NDVI change over China during 1982~2015[J]. Acta Geograpica Sinca, 2020,75(5):961-974.
[15]
奚砚涛,徐勇,刘欣婷.2000~2013年江苏省不同植被类型NDVI时空变化特征[J]. 水土保持研究, 2016,23(1):86-91,2. Xi Y T, Xiu Y, Liu X T. Spatiotemporal changes of different vegetation coverage in Jiangsu Province in the period from 2000 to 2013[J]. Research of Soil and Water Conservation, 2016,23(1):86-91,2.
[16]
罗新兰,李英歌,殷红,等.东北地区植被NDVI对不同时间尺度SPEI的响应[J]. 生态学杂志, 2020,39(2):412-421. Luo X L, Li Y G, Yin H, et al. Response of NDVI to SPEl at different temporal scales in Northeast China[J]. Chinese Journal of Ecology 2020,39(2):412-421.
[17]
徐超璇,鲁春霞,黄绍琳.张家口地区生态脆弱性及其影响因素[J]. 自然资源学报, 2020,35(6):1288-1300. Xiu C X, Lu C X, Huang S L. Study on ecological vulnerability and its influencing factors in Zhangjiakou area[J]. Journal of Natural Resources, 2020,35(6):1288-1300.
[18]
Zhang I I, Ma J Y, Chen C, et al. NDVI Net:A fusion network for generating high-resolution normalized difference vegetation index in remote sensing[J]. Isprs Journal of Photogrammetry and Remote Sensing, 2020,168:182-196.
[19]
Javan F D, Samadzadegan F, Mehravar S, et al. A review of image fusion techniques for pan-sharpening of high-resolution satellite imagery[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2021,171:101-117.
[20]
徐勇,黄雯婷,窦世卿,等.2000~2020年西南地区植被NDVI对气候变化和人类活动响应特征[J]. 环境科学, 2022,43(6):3230-3240. Xu Y, Huang W T, Dou S Q, et al Responding mechanism of vegetation cover to climate change and human activities in Southwest China from 2000 to 2020[J]. Environmental Sciences, 2022,43(6):3230-3240.
[21]
Li X, He B B, Quan X W, et al. Recent change of vegetation growth trend and itsrelations with climate factors in Sichuan, China[C]. Geoscience & RemoteSensing Symposium. IEEE, 2015.
[22]
周金霖,马明国,肖青,等.西南地区植被覆盖动态及其与气候因子的关系[J]. 遥感技术与应用, 2017,32(5):966-972. Zhou J L, Ma M G, Xiao Q, et al. Vegetation dynamics and its relationship with climatic factors in Southwestern China[J]. Remote Sensing Technology and Application, 2017,32(5):966-972.
[23]
张琳,宋创业,袁伟影,等.基于地面调查的植被生态质量综合评估指标体系构建[J]. 生态学报, 2023,43(1):128-139. Zhang L, Song C Y, Yuan W Y, et al. Construction of comprehensive evaluation index system of vegetation ecological quality based on field survey[J]. Acta Ecologica Sinica, 2023,43(1):128-139.
[24]
刘梁美子,占车生,胡实,等.黔桂喀斯特山区年NDVI变化的影响因素研究[J]. 地理科学进展, 2019,38(11):1783-1792. Liu L M Z, Zhan C S, Hu S, et al. Impact factors of annual NDVI change in karst mountain areas of Guizhou and Guangxi Provinces[J]. Progress in Geography, 2019,38(11):1783-1792.
[25]
马维伟,孙文颖.尕海湿地植被退化过程中有机碳及相关土壤酶活性变化特征[J]. 自然资源学报, 2020,35(5):1250-1260. Ma W W, Sun W Y. Changes of organic carbon and related soil enzyme activities during vegetation degradation in Gahai Wetland[J]. Journal of Natural Resources, 2020,35(5):1250-1260.
[26]
Piao S L, Ciais P, Huang Y, et al. The impacts of climate change on water resources and agriculture in China[J]. Nature, 2010,467:43-51.
[27]
曹云,孙应龙,陈紫璇,等.2000~2020年黄河流域植被生态质量变化及其对极端气候的响应[J]. 生态学报, 2022,42(11):4524-4535. Cao Y, Sun Y L, Chen Z X, et al. Dynamic changes of vegetation ecological quality in the Yellow River Basin and is response to extreme climate during 2000~2020[J]. Acta Ecologica Sinica, 2022,42(11):4524-4535.
[28]
纪迪,张慧,沈渭寿,等.太湖流域下垫面改变与气候变化的响应关系[J]. 自然资源学报, 2013,28(1):51-62. Ji D, Zhang H, Shen W S, Wang Q, et al. The response relationship between underlying surface changing and climate change in the Taihu Basin[J]. Journal of Natural Resources, 2013,28(1):51-62.
[29]
Smith M D. The ecological role of climate extremes:current understanding and future prospects[J]. Journal of Ecology, 2011,99(3):651-655.
[30]
叶润根.三峡库区植被覆盖变化及其对极端气候的响应研究[D]. 重庆:重庆师范大学, 2021. Ye R G. Vegetation cover changes in the Three Gorges reservoir area and its response to climate extremes[D]. Chongqing:Chongqing Normal University, 2021.
[31]
曹云,钱永兰,孙应龙,等.基于MODIS NDVI的西南森林植被时空变化特征及其气候响应分析[J]. 生态环境学报, 2020,29(5):857-865. Cao Y, Qian Y L, Sun Y L, et al. Spatial-temporal variations of forest vegetation and climatic driving force analysis in Southwest China based on MODIS NDVI and climate data[J]. Ecology and Environmental Sciences, 2020,29(5):857-865.
[32]
QX/T 494-2019陆地植被气象与生态质量监测评价等级, 2019. QX/T 494-2019 Terrestrial vegetation meteorological and ecological quality monitoring and evaluation level, 2019.
[33]
李茜荣,杨东,冯磊,等.成渝经济圈2000~2018年植被NDVI的动态变化[J]. 生态学杂志, 2021,40(9):2967-2977. Li X R, Yang D, Fenf L, et al. Dynamics of vegetation NDVl in Chengdu-Chongqing Economic Circle from 2000 to 2018[J]. Chinese Journal of Ecology 2021,40(9):2967-2977.
[34]
陈强,陈云浩,王萌杰,等.2001~2010年黄河流域生态系统植被净第一性生产力变化及气候因素驱动分析[J]. 应用生态学报, 2014, 25(10):2811-2818. Chen, Q, Chen Y H, Wang M J, et al. Change of vegetation net primary productivity in Yellow River watersheds from 2001 to 2010 and its climatic driving factors analysis[J]. Chinese Journal of Applied Ecology, 2014,25(10):2811-2818.
[35]
赵倩倩,张京朋,赵天保,等.2000年以来中国区域植被变化及其对气候变化的响应[J]. 高原气象, 2021,40(2):292-301. Zhao O Q, Zhang J P, Zhao T B, et al. Vegetation changes and its response to climate change in China since 2000[J]. Plateau Meteorology, 2021,40(2):292-301.
[36]
刘绿柳,肖风劲.黄河流域植被NDVI与温度、降水关系的时空变化[J]. 生态学杂志, 2006,(5):477-481,502. Liu L L, Xiao F J. Spatial temporal correlations of NDVI with precipitation and tamperature in Yellow River Bsin[J]. Chinese Journal of Ecology 2006,25(5):477-481.
[37]
郭帅,裴艳茜,胡胜,等.黄河流域植被指数对气候变化的响应及其与水沙变化的关系[J]. 水土保持通报, 2020,40(3):1-7,13. Guo S, Pei S X, Hu S, et al. Response of vegetation Index to climate change and their relationship with runoff sediment change in Yellow River Basin[J]. Bulletin of Soil and Water Conservation, 2020,40(3):1-7,13.
[38]
韦振锋,王德光,张翀,等.1999~2010年中国西北地区植被覆盖对气候变化和人类活动的响应[J]. 中国沙漠, 2014,34(6):1665-1670. Wei Z F, Wang D G, Zhang C, et al. Response of vegetation cover to climate change and human activities in Northwest China during 1999~2010[J]. Journal of Desert Research, 2014.34(6):1665-1670.
[39]
韩丹丹,穆兴民,高鹏,等.黄土高原地区植被变化及其对极端气候的响应[J]. 水土保持通报, 2020,40(2):247-254. Han D D, Mu X M, Gao P, et al. Dynamic changes of vegetation in Loess Plateau and its response to extreme climate[J]. Bulletin of Soil and Water Conservation, 2020,40(2):247-254.
[40]
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.
[41]
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, Gao 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.
[42]
Pan S F, Yang P J, Tian H Q, et al. Climate Extreme Versus Carbon Extreme:Responses of Terrestrial Carbon Fluxes to Temperature and Precipitation[J]. Journal of Geophysical Research:Biogeosciences, 2020,125(4).
[43]
Ummenhofer C C, Meehl G A. Extreme weather and climate events with ecological relevance:a review[J]. Philosophical transactions of the Royal Society of London. Series B, Biological sciences, 2017,372(1723).
[44]
周德成,赵淑清,朱超.退耕还林工程对黄土高原土地利用/覆被变化的影响-以陕西省安塞县为例[J]. 自然资源学报, 2011,26(11):1866-1878. Zhou D C, Zhao S Q, Zhu C. Impacts of the sloping land conversion program on the landuse/cover change in the Loess Plateau:a case study in Ansai county of Shaanxi Province, China[J]. Journal of Natural Resources, 2011,26(11):1866-1878.
[45]
Li Z H, Guan D J, Zhou L L, et al. Constraint relationship of ecosystem services in the Yangtze River Economic Belt, China[J]. Environ Sci Pollut Res 2021,29:12484-12505.
[46]
张晋霞,徐长春,杨秋萍.2001~2017年新疆NDVI变化及其对极端气候的响应[J]. 水土保持通报, 2020,40(5):250-256,275,341. Zhang J X, Xiu C C, Yang Q P. NDVl variations and its response to extreme climate in Xinjiang Uygur Autonomous region during 2001~2017[J]. Bulletin of Soil and Water Conservation, 2020,40(5):250-256,275,341.
[47]
Jeppesen Erik, Pierson Donald, Jennings Eleanor. Effect of Extreme Climate Events on Lake Ecosystems[J]. Water, 2021,13(3).
[48]
Leifsson C, Buras A, Rammig A, et al. Changing climate sensitivity of secondary growth following extreme drought events in forest ecosystems:a global analysis[J]. Environmental Research Letters, 2023,18(1).
[49]
He Q, Silliman B R, Liu Z, et al. Natural enemies govern ecosystem resilience in the face of extreme droughts[J]. Ecology Letters, 2017,20(2).