[1]赵平伟,李宏波,郭 萍,等.滇西南地区NDVI变化及其对不同时间尺度干湿变化的响应[J].山地学报,2018,(02):229-238.[doi:10.16089/j.cnki.1008-2786.000318]
 ZHAO pingwei,LI Hongbo,GUO Ping,et al.Changes in NDVI and Its Response to Changes in Dry and Wet Weather at Different Time Scales in the Southwestern Yunnan, China[J].Mountain Research,2018,(02):229-238.[doi:10.16089/j.cnki.1008-2786.000318]
点击复制

滇西南地区NDVI变化及其对不同时间尺度干湿变化的响应()
分享到:

《山地学报》[ISSN:1008-2186/CN:51-1516]

卷:
期数:
2018年02期
页码:
229-238
栏目:
山地环境
出版日期:
2018-03-30

文章信息/Info

Title:
Changes in NDVI and Its Response to Changes in Dry and Wet Weather at Different Time Scales in the Southwestern Yunnan, China
文章编号:
1008-2786-(2018)2-229-10
作者:
赵平伟李宏波郭 萍杨 文
云南省临沧市气象局,云南 临沧 677099
Author(s):
ZHAO pingwei LI Hongbo GUO Ping YANG Wen
Lincang Meteorological Bureau of Yunnan Province, Linchang 677099, Yunnan, China
关键词:
滇西南地区 不同海拔梯度 MODIS/NDVI SPEI
Keywords:
southwestern Yunnan different elevation gradient MODIS/NDVI SPEI
分类号:
P461.7
DOI:
10.16089/j.cnki.1008-2786.000318
文献标志码:
A
摘要:
利用2001-2013年MODIS/NDVI归一化植被指数时间序列,采用变异系数、一元线性趋势变化等多项指标,结合SPEI指数和DEM分级数据提取不同高程地区的NDVI变化信息,分析滇西南地区不同海拔梯度NDVI时空变化规律及对不同时间尺度干湿变化的响应,结果表明:(1)研究区不同海拔梯度四季和年NDVI波动变化较小,NDVI变化趋势随海拔梯度变化存在一定的差异性,但总体上升趋势明显,四季和年NDVI改善区域占研究区46.9%~74.0%。(2)各海拔梯度NDVI变化百分率多集中在-10%~10%范围; 以1500 m为界,变化百分率超过(小于)10%(-10%)的区域在高于(低于)1500 m的3个海拔梯度上。(3)各海拔梯度NDVI与2~8个月时间尺度SPEI指数相关性最为密切,表明研究区NDVI对降水及蒸散发导致的水分盈亏的响应具有滞后效应和累积效应; 1-5月及春、冬季NDVI对SPEI指数的响应较强,7-9月和夏季NDVI与SPEI指数呈负相关。(4)2个典型干旱年中,NDVI负距平像元主要分布在1000~1750 m的3个海拔梯度上,受干旱影响较小的植被集中于NDVI≥0.6的高植被区。
Abstract:
Based on the MODIS/NDVI normalized vegetation index time series from 2001 to 2013, a variety of indexes including variation coefficient and one-way linear trend change were used to extract the NDVI change information in different elevation areas based on the SPEI index and DEM classification data, and analyzed the spatial and temporal variation of NDVI at altitudes in the southwestern Yunnan region and its response to changes in dry and wet weather at different time scales.The results showed that:(1)The fluctuations of seasonal and annual NDVI at different altitudes in the study area were small, and there was a certain difference in the change trend of NDVI with elevation gradients, but the overall upward trend was obvious.Four seasons and annual NDVI improvement areas accounted for 46.9%~74.0% of the study area.(2)The percentage change of NDVI for each elevation gradient was mostly concentrated in the -10 to 10% range; with 1500 m as threshold, the area where the percentage of change exceeded(less than)10%(-10%)focused on three altitude gradients with higher than(less than)1500 m.(3)NDVI at each elevation was most closely related to the 2-8 month time scale SPEI index, indicating that the NDVI in the study area had a hysteresis effect and a cumulative effect on the response to precipitation and evapotranspiration caused by precipitation; From January to May, and in spring as well as winter, the NDVI response to SPEI was stronger and the NDVI was negatively correlated with SPEI index in July-September and summer.(4)In the two typical drought years, NDVI negative anomaly pixels were mainly distributed in three altitude gradients from 1000 to 1750 m.Vegetation that was less affected by drought concentrated on NDVI ≥0.6 Vegetation area.

参考文献/References:

[1] THUILLER W.Climate change threats to pant diversity in Europe[J].Proceedings of the National Academy of Sciences,2005,102(23):8245-8250.
[2] 张学霞,葛全胜,郑景云.近50年北京植被对全球变暖的响应及其时效-基于遥感数据和物候资料的分析[J].生态学杂志,2005,27(1):123-130.[ZHANG Xuexia, GE Quansheng, ZHENG Jingyun.Impacts and lags of global warming on vegetation in Beijing for the last 50 years based on remotely sensed data and phonological information[J].Chinese Journal of Ecology,2005,27(1):123-130.]
[3] 温刚,符淙斌.中国东部季风区植被物候季节变化对气候响应的大尺度特征:多年平均结果[J].大气科学,2000,24(5):676-682.[WEN Gang, FU Congbin.Large scale features of the seasonal phonological responses to the monsoon climate in east China: multi-year average results[J].Chinese Journal of Atmospheric Sciences,2000,24(5):676-682.]
[4] 陈怀亮,徐祥德,杜子璇,等.黄淮海地区植被活动对气候变化的响应特征[J].应用气象学报,2009,20(5):513-520.[CHEN Xuegang, XUN Dexiang, DU Zixuan,et al.Vegetation activity responses to climate change in the Huang-Huai-Hai area based on GIMMS NDVI dataset[J].Journal of Applied Meteorological Science,2009,20(5):513-520.]
[5] OMUTO C T, VARGAS R R, ALIM M S, et al.Mixed-effects modelling of time series NDVI-rainfall relationship for detecting human-induced loss of vegetation cover in drylands[J].Journal of Arid Environments.2010,74(11):1552-1563.
[6] ZHANG Xueyan, HU Yunfeng, ZHUANG Dafang, et al.NDVI spatial pattern and its differentiation on the Mongolian Plateau[J].Journal of Geographical Sciences,2009,19(4):403-415.
[7] KILESHYE ONEMA J M, Taibenu A.NDVI rainfall relationship in the Semliki watershed of the equatorial Nile[J].Physics and Chemistry of the Earth,Parts A/B/C,2009,31(13/16):711-721.
[8] 张远东,张笑鹤,刘世荣.西南地区不同植被类型归一化植被指数与气候因子的相关分析[J].应用生态学报,2011,22(2):323-330.[ZHANG Yuandong, ZHANG Xionghe, LIU Shirong.Correlation analysis on normalized difference vegetation index(NDVI)of different vegetation and climatic factors in Southwest China[J].Chinese Journal of Applied Ecology,2011,22(2):323-330.]
[9] 张月丛,赵志强,李双成.基于SPOT NDVI的华北北部地表植被覆盖变化趋势[J].地理研究,2008,27(4):745-754.[ZHANG Yuecong, ZHAO Zhiqiang, LI Shuangcheng, et al.Indicating variation of surface vegetation cover using SPOT NDVI in the northern part of North China[J].Geographical Pesearch,2008,27(4):745-754.]
[10] 李霞,李晓兵,陈云浩,等.中国北方草原植被对气象因子的时滞响应[J].植物生态学报,2007,31(6):1054-1062.[LI Xia, LI Xiaobing, CHEN Yunhao, et al.Temporal responses of vegetation to climate variables in temperate steppe of Northern China[J].Journal of Plant Ecology,2007,31(6):1054-1062.]
[11] 崔林丽,史军.中国华东及其周边地区NDVI对气温和降水的月际响应特征[J].自然资源学报,2011,26(12):2121-2129.[CUI Linli, SHI Jun.Inter-monthly response characteristics of NDVI to the variation of temperature and precipitation in East China and its surrounding areas[J].Journal of Natural Resources,2011,26(12):2121-2129.]
[12] 王青霞,吕世华,鲍艳,等.青藏高原不同时间尺度植被变化特征及其与气候因子的关系分析[J].高原气象,2014,33(2):301-312.[WANG Qingxia, LU Shihua, BAO Yan, et al.Characteristics of vegetation change and its relationship with climate factors in different time-scales on Qinghai-Xizang plateau[J].Plateau Meteorology.2014,33(2):301-312.]
[13] 胡光印,董治宝,逯军峰,等.黄河源区沙漠化及其景观格局的变化[J].生态学报,2011,31(14):3872-3881.[HU Guangyin,DONG Zhibao, LU junfeng, et al.Desertification and change of landscape pattern in the source region of yellow river[J].Acta Ecologica Sinica,2011,31(14):3872-3881.]
[14] 严玉平,沙丽清,曹敏.西双版纳热带季节雨林优势树种树干呼吸特征[J].植物生态学报,2008,32(1):23-30.[YAN Yuping, SHA Liqing, CAO Min.Stem respiration rates of dominant tree species in a tropical seasonal rain forest in Xishuangbanna, Yunnan, Southwest China[J].Journal of Plant Ecology,2008,32(1):23-30.]
[15] 吕晓涛,唐建维,何有才,等.西双版纳热带季节雨林的生物量及其分配特征[J].植物生态学报,2007,31(1):11-22.[Lü Xiaotao, TANG Jianwei, HE Youcai, et al.Biomass and its allocation in tropical seasonal rain forest in Xishuangbanna, Southwest China[J].Journal of Plant Ecology,2007,31(1):11-22.]
[16] 朱华,许再富,王洪,等.西双版纳片断热带雨林30多年来植物种类组成及种群结构的变化[J].云南植物研究,2001,23(4):415-427.[ZHU Hua, XU Zaifu, WANG Hong, et al.Over 30-year changes of floristic composition and population structure from an isolated fragment of tropical rain forest in Xishuangbanna[J].Acta Botanica Yunnannica,2001,23(4):415-427.]
[17] 朱华.论滇南西双版纳的森林植被分类[J].云南植物研究,2007,29(4):377-387.[ZHU Hua.On the classification of forest vegetation in Xishuangbanna,Southern Yunnan[J].Acta Botanica Yunnannica,2007,29(4):377-387.]
[18] 兰国玉,胡跃华,曹敏,等.西双版纳热带森林动态监测样地-树种组成与空间分布格局[J].植物生态学报,2008,32(2):287-298.[LAN Guoyu,HU Yuehua,CAO Min,et al.Establishment of Xishuangbanna tropical forest dynamics plot:species compositions and spatial distribution patterns[J].Journal of Plant Ecology,2008,32(2):287-298.]
[19] 王林,陈文.标准化降水蒸散指数在中国干旱监测的适用性分析[J].高原气象,2014,33(2): 423-431.[WANG Lin,CHEN Wen.Applicability of analysis of standardized precipitation evapotransiration index in drought monitoring in China [J].Plateau Meteorology,2014,33(2):423-431.]
[20] 熊光洁,张博凯,李崇银,等.基于SPEI的中国西南地区1961-2012年干旱变化特征分析[J].气候变化研究进展,2013,9(3):192-198.[XIONG GuangJie,ZHANG Bokai,LIChongyin Y,et al.Characteristics of drought variations in southwest China in 1961-2012 based on SPEI[J].Advances in Climate Change Research, 2013,9(3):192-198.]
[21] 熊光洁,王式功,李崇银,等.三种干旱指数对西南地区适用性分析[J].高原气象,2014,33(3): 686-696.[XIONG GuangJie,WANG Shigong,LI Chongyin,et al.Analysis of applicability of three drought indices for drought events in southwest China[J].Plateau Meteorology, 2014,33(3):686-696.]
[22] 姜汉侨.云南植被分布的特点及其地带规律性(续)[J].云南植物研究,1980,2(2):142-151.[JIANG Hanqiao.Distributional features and zonal regularity of vegetation in Yunnan[J].Acta Botanica Yunnannica,1980,2(2):142-151.]
[23] 李运刚,何大明.红河流域NDVI时空变化及其与气候因子的关系[J].山地学报,2009,27(3):333-340.[LI Yungang,HE Daming.The spatial and temporal variation of NDVI and its relationships to the climate's factors in red river basin[J].Mountain Research,2009,27(3):333-340.]
[24] VICENTE-SERRANO S M,BEGUERIA S,LOPEZ-MORENO J I.A multiscale drought index sensitive to global warming:The standardized precipitation evapotranspiration index[J].Journal of Climate,2009,23(7):1696-1718.
[25] THORNTHWAITE C W.An approach toward a rational classification of climate[J].Geographical Review,1948, 38(1): 55-94.
[26] 冉有华,李新,卢玲.基于多源数据融合方法的中国1 km土地覆盖分类制图[J].地球科学进展,2009,24(2): 192-203.[RAN Youhua,LI Xin,LU Ling.China land cover classification at 1 km spatial resolution based on a multi-source data fusion approach[J].Advances in Earth Science,2009,24(2):192-203.]

备注/Memo

备注/Memo:
收稿日期(Received date):2016-06-01; 改回日期(Accepted data):2017-11-10
基金项目(Foundation item):国家自然科学基金项目(41165004); 云南省气象局预报员专项项目(YB201215)。[National Natural Science Foundation of China(41165004); Special Project for Forecasters of Yunnan Meteorological Bureau(YB201215).]
作者简介(Biography):赵平伟(1983-),男,云南临沧人,工程师,主要研究方向:气象环境。 [ZHAO Pingwei(1983-), male, born in Lincang, engineer, research on meteorological environment.] E-mail: 7203956@qq.com
更新日期/Last Update: 2018-03-30