基于RS与GIS的九寨沟国家级自然保护区地震前后植被覆盖度变化分析Analysis of Vegetation Coverage Change in Jiuzhaigou National Nature Reserve Before and After Earthquake Based on RS and GIS
雷雨,冯彬,谢瑶瑶,胡露,赵姗姗,董鑫
LEI Yu,FENG Bin,XIE Yaoyao,HU Lu,ZHAO Shanshan,DONG Xin
摘要(Abstract):
为探究九寨沟国家级自然保护区在地震前后植被覆盖度变化的范围及程度,本研究基于ENVI5.3及ArcGIS 10.2软件,利用地震前后遥感影像数据,提取并计算归一化植被指数(NDVI)与植被覆盖度(Fractional Vegetation Cover,FVC)数据,基于归一化植被指数与植被覆盖度数据分析九寨沟国家级自然保护区在2017年7.0级地震前后植被覆盖度的时空变化。结果表明:(1)九寨沟国家级自然保护区植被覆盖度在地震后明显下降,主要集中在保护区北部、中部及西南部;(2)震中位于保护区核心区,地震后,核心区低植被覆盖面积增幅最大;(3)地震对海拔<4 000 m的区域植被影响较大,对海拔> 4 000 m的区域内植被影响较小;植被在坡度25°~35°区间,坡向为东坡、东南坡、南坡和西南坡的区域减少的面积较多。研究结果将为九寨沟自然保护区震后生态修复与重建提供一定的科学参考,同时帮助我们深入理解地震对不同地形因子的植被覆盖度的影响机制与变化规律。
In order to explore the range and degree of vegetation coverage change in Jiuzhaigou National Nature Reserve before and after the earthquake, based on ENVI 5.3 and ArcGIS 10.2 software platform, this study extracted and calculated normalized vegetation index(NDVI) and vegetation coverage(FVC) data by using remote sensing image data before and after the earthquake, and then analyzed the temporal and spatial pattern changes of vegetation coverage in Jiuzhaigou National Nature Reserve before and after the magnitude 7.0 earthquake in 2017. The results showed that:(1) The vegetation coverage of Jiuzhaigou National Nature Reserve decreased significantly after the earthquake, mainly concentrated in the north, middle and southwest of the reserve;(2) The epicenter was located in the core area of the reserve. After the earthquake, the increase of low vegetation coverage in the core area was the largest.(3) The earthquake had a great impact on the vegetation in the area with an altitude of < 4 000 m, but had little impact on the vegetation in the area with an altitude of > 4 000 m. The earthquake reduced the area of vegetation in the slope range of 25°~35°, and the slope directions were east slope, southeast slope, south slope and southwest slope.The research results will provide some scientific reference for the ecological restoration and reconstruction of Jiuzhaigou Nature Reserve after the earthquake, and help us deeply understand the influence mechanism and change law of the earthquake on the vegetation coverage of different topographic factors.
关键词(KeyWords):
九寨沟国家级自然保护区;地震;植被覆盖
Jiuzhaigou National Nature Reserve;Earthquake;Vegetation coverage
基金项目(Foundation): 第二次青藏高原综合科学考察研究资助(2019QZKK0402);; 西华师范大学科研资助项目(19D036,19D041)
作者(Author):
雷雨,冯彬,谢瑶瑶,胡露,赵姗姗,董鑫
LEI Yu,FENG Bin,XIE Yaoyao,HU Lu,ZHAO Shanshan,DONG Xin
参考文献(References):
- [1] Charlie L, Jenny F, Mike R, et al. A wetland ecosystem service assessment tool; Development and application in a tropical peatland in Uganda[J]. Ecological Indicators, 2019, 103:434-445.
- [2] Carvalho M, Bengtson P, Lana C, et al. Late Aptian(Early Cretaceous)dry–wet cycles and their effects on vegetation in the South Atlantic:Palynological evidence[J]. Cretaceous Research, 2019, 100:172-183.
- [3]穆少杰,李建龙,陈奕兆,等. 2001-2010年内蒙古植被覆盖度时空变化特征[J].地理学报,2012,67(9):1255-1268.
- [4]邓少福.祁连山气候变化对植被的影响研究(2000-2001)[D].兰州大学, 2013.
- [5]吕锡芝.北京山区森林植被对坡面水文过程的影响研究[D].北京林业大学, 2013.
- [6]胡蕾. GIS支持下的植被分布与环境因子关系分析[D].成都理工大学, 2008.
- [7]孙锐,陈少辉,苏红波. 2000-2016年黄土高原不同土地覆盖类型植被NDVI时空变化[J].地理科学进展,2019,38(8):1248-1258.
- [8]孟令奎,李晓香,张文.植被覆盖区VIIRS与MODIS遥感指数的相关性[J].江苏农业学报,2018,34(3):570-577.
- [9]王雪芹.“3S”技术在植被调查中的应用分析[J].环境与发展,2018,30(4):116-117+120.
- [10]潘倩,张秋劲,徐亮.基于RS和GIS的汶川地震极重灾区生态恢复监测——以都江堰市为例[J].四川环境,2012,31(4):29-33.
- [11]李渝生,黄超,易树健,等.九寨沟7.0级地震的地震断裂及震源破裂的构造动力学机理研究[J].工程地质学报,2017,25(4):1141-1150.
- [12] Cui P, Lin Y, Chen C, et al. Destruction of vegetation due to geo-hazards and its environmental impacts in the Wenchuan earthquake areas[J].Ecological Engineering, 2012, 44:61-69.
- [13]潘荟交,彭文甫,祝聪,等.四川省汶川县植被覆盖度空间变化及其自然驱动力[J].江苏农业科学,2020,48(24):239-243.
- [14]邓贵平.九寨沟世界自然遗产地旅游地学景观成因与保护研究[D].成都理工大学, 2011.
- [15]胡永宁.毛乌素沙地乌审旗境内NDVI与环境因子的尺度响应[D].内蒙古农业大学, 2012.
- [16]马保东,吴立新,刘善军.中国汶川Ms8.0级地震前NDVI变化特征及其佐证[J].科技导报,2010,28(13):52-57.
- [17]杨文涛,汪明,史培军.利用NDVI时间序列识别汶川地震滑坡的分布[J].遥感信息,2012,27(6):45-48+56.
- [18]刘汉湖,黄润秋.汶川桃关震区生态景观格局时空变化分析与生态地质环境评价[J].地质灾害与环境保护,2009,20(2):104-111.
- [19] Luo H, Fang M, Ye C. Estimation of Vegetation Fractional Coverage in Lugu Lake Based on the Dimidiate Pixel Model[C]//Fifth International Conference on Measuring Technology&Mechatronics Automation. IEEE, 2013.
- [20] Tao Z, Li H. Remote Sensing Dynamic Monitoring and Analysis of Vegetation Coverage Changes City[C]//Fifth International Conference on Computational&Information Sciences. IEEE, 2013.
- [21] Li W, Jing X, Hao W. The dynamics of grassland vegetation fractional coverage using time-series MODIS data in Gannan region of China[C]//Geoscience&Remote Sensing Symposium. IEEE, 2014.
- [22]熊俊楠,彭超,范春捆,等.基于MODIS时序数据的汶川地震灾区植被覆盖变化监测[J].应用基础与工程科学学报,2018,26(1):60-69.
- [23]詹起林.基于森林植被指数的快速生态评价[D].上海师范大学, 2012.
- [24]王蕾,曾森,周云帆.汶川震后植被恢复趋势与地形关系研究[J].长沙大学学报,2015,29(5):14-16.
- [25]倪忠云,何政伟,赵银兵,等.汶川地震前后都江堰植被盖度变化的遥感研究[J].水土保持研究,2009,16(4):45-48.
- [26]叶博玮,潘文斌,郑鹏,等.基于DEM的植被类型地形分异研究[J].环境科学与管理,2015,40(11):161-165.
- [27]王洪丹.黄土区露天煤矿排土场土壤与地形因子对植被恢复的影响研究[D].中国地质大学(北京), 2016.