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喀斯特地区不同植被类型NDVI变化及驱动因素分析——以贵州为例
  • ISSN号:1674-5906
  • 期刊名称:《生态环境学报》
  • 时间:0
  • 分类:TP75[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:[1]贵州师范大学地理与环境科学学院,贵州贵阳550001, [2]贵州省山地资源与环境遥感应用重点实验室,贵州贵阳550001, [3]六盘水师范学院环境与资源科学系,贵州六盘水553004
  • 相关基金:贵州省科技合作计划项目(黔科合LH字[2015]7610号;黔科合LH字[2014]7459号);贵州省教育厅自然科学研究重点项目(黔教合KY字[2013]173号);国家自然科学基金项目(41161002;41361091);贵州省教育厅高校人文社会科学研究规划项目(14GH007)
中文摘要:

以SPOT-VEGNDVI数据为基础结合植被类型、气象和石漠化数据,通过NDVI变化趋势倾斜率及逐像元相关分析,分析不同植被类型NDVI变化趋势及驱动因素.结果表明,(1)2000-2013年贵州省植被NDVI呈增加趋势,其中2000-2007年为快速增加期,变化率为0.25/10a(r^2=0.923);2008-2013年增速减缓,变化率为0.02/10a(r^2=0.381).(2)人工植被NDVI增速最大为0.17/10a(r^2=0.813),灌丛灌草丛次之,为0.13/10a(r^2=0.85),乔木类植被(常绿阔叶林、落叶阔叶林、常绿和落叶阔叶混交林、针叶林、针阔混交林)和竹林的NDVI基本保持不变.(3)贵州省气候变化呈不显著冷干趋势,其中降水对植被变化的影响力大于温度,植被NDVI与年降水量和年均温均呈现不显著负相关关系.(4)人工植被与降水和气温的逐像元分析中,显著负相关比重较大,分别达到20%和15%;灌丛灌草丛的显著负相关比重也大于正相关,分别达到16%和17%;乔木类植被则相反,显著正相关比重较大,其中河谷季雨林达到48%.(5)人类活动强度较高的区域,NDVI变化与城市扩展、植树造林及石漠化治理面积有显著正相关性.由此得出,在人类活动强度较大的区域,如城镇周边、生态治理与修复措施的实施区域,植被变化主要受人为作用制约;但当人类活动或干扰较少时,气候变化限制植被的变化趋势.所以,从宏观角度分析植被变化与气候变化的关系时,必须权衡人为作用和气候变化对植被变化的影响.

英文摘要:

In order to indicate the trend of vegetation change and the driving factors in Karst region, the slope of normalized difference value index (NDVI) change trend and the correlation analysis of pixel by pixel were used to analyze the NDVI change trend and driving factors of different vegetation based on the SPOT-VEG NDVI data and combined with vegetation type, meteorological data and rocky desertification data. The results showed that: (1) The NDVI of Guizhou Province presented an increase trend from 2000 to 2013, in which it presented a significant increase during 2000 to 2007 and the ratio of change was 0.25/10 a (r^2=0.923); while the growth slowed from 2008 to 2013 and the ratio of change was 0.02/10 a (r^2=0.381). (2) The NDVI of artificial vegetation grew fastest with the speed of 0.17/10 a (r^2=0.813), the secondly was the shrub land and grass with the speed of 0.13/10 a (r^2=0.85). The NDVI of trees and bamboo forest was almost invariant. (3) The climate change in Guizhou was dry-cool and precipitation influenced more than temperature. There was no significant negative correlation between NDVI and the annual precipitation and the annual mean temperature. (4) By pixel and pixel analyzing the artificial vegetation, precipitation and temperature, the ratio of negative correlation was bigger which reached to 20% and 15% respectively. The negative correlation ratio of shrub land and grass was bigger than positive correlation which reached to 16% and 17% respectively. On contrast, the tree’s positive correlation ratio was bigger in which that of river valley monsoon forest reached to 48%. And (5) in those areas of higher intensity human activities such as urban periphery and rocky desertification management regions, the NDVI change was significant correlated with urban expanding, afforestation and rocky desertification restoration areas. Therefore, in these areas, the vegetation change was mainly attributed to human activities. However when human activities induced l

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期刊信息
  • 《生态环境学报》
  • 北大核心期刊(2011版)
  • 主管单位:广东省科学技术协会
  • 主办单位:广东省生态环境与土壤研究所 广东省土壤学会
  • 主编:李定强
  • 地址:广州市天河区天源路808号
  • 邮编:510650
  • 邮箱:editor@jeesci.com
  • 电话:020-87024961
  • 国际标准刊号:ISSN:1674-5906
  • 国内统一刊号:ISSN:44-1661/X
  • 邮发代号:46-272
  • 获奖情况:
  • 全国中文核心期刊,RCCSE中国核心学术期刊,中国科技核心期刊,中国科学引文数据库(CSCD)核心库期刊,中国精品科技期刊.入选<<中文核心期刊要目总览>>(2...,荣获广东省优秀期刊,广东省优秀科技期刊一等奖,曾获中国优秀农业期刊一等奖.
  • 国内外数据库收录:
  • 中国中国科技核心期刊,中国北大核心期刊(2011版),中国北大核心期刊(2014版)
  • 被引量:16968