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基于多源遥感数据集的近30a西北地区植被动态变化研究
  • ISSN号:1000-6060
  • 期刊名称:《干旱区地理》
  • 时间:0
  • 分类:TP79[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]西北师范大学地理与环境科学学院,甘肃兰州730070, [2]兰州大学资环学院,甘肃兰州730000
  • 相关基金:甘肃省科技计划(1308RJZA141); 国家自然科学基金(41261016)资助
中文摘要:

基于重构后的AVHRR GIMMS NDVI、MODIS NDVI、GLC 2000数据产品和研究区的128个气象站点的气温、降水数据,利用回归分析、相关性分析法,研究了西北地区近30 a(1984-2013年)以来不同植被NDVI的时空变化及其与气候的相关性。结果表明:(1)研究时段内,西北地区植被NDVI变化整体上呈上升趋势,将整个研究分为两个时段,1984-1997年呈小幅上升趋势,且波动起伏较大,最大值在1993年,最小值出现在1995年;1997-2013年也呈波动上升趋势,且上升趋势大于前一阶段。(2)空间上,西北地区植被NDVI变化存在明显的区域差异,大部分区域植被NDVI变化显著性较弱,昆仑山、塔里木盆地北部、祁连山、青海的中东西部、甘肃东部、陕西北部等地区植被NDVI显著增加;阿尔泰山、天山、伊犁哈萨克自治州等干旱地区植被NDVI下降趋势明显。(3)除甘肃的祁连山、青海东南部、陕西的秦岭等地植被NDVI的变化主要受气温的驱动外,西北地区植被NDVI变化与气温整体上呈弱相关,干旱半干旱地区植被与气温呈负相关;除甘肃南部、祁连山西段和陕西中部等一些年降水量较多以及灌溉农业区或草地以外,西北地区植被与降水呈较强正相关,降水是影响植被变化的主要自然因素;(4)不同植被类型NDVI的变化具有时空差异性,且与气温和降水的相关性不尽相同,与气温由强到弱:耕地〉灌丛〉草地〉沼泽湿地〉林地;与降水由强到弱:耕地〉草地〉灌丛〉林地〉沼泽湿地。

英文摘要:

Remote sensing technology provides long time series of NDVI datasets in studying vegetation changes and has good advantages. At present,relatively in-depth change of vegetation NDVI are rarely studied by using long time series data over 30 years and in larger scale. The paper built the regression of different sourced remote sensing data,GIMMS and MODIS with overlapping year,and then reconstructed a long time series NDVI dataset. Combined the reconstructed NDVI,GLC2000(Global Land Cover 2000)product and temperature and precipitation data of 128 meteorological stations in the study area over 30 years,this paper analyzed spatial and temporal vegetation NDVI changes of different vegetation types in northwest China in recent 30 years(from 1984 to2013)by using regression analysis and correlation analysis methods. The results are as follows:(1)Reconstructed long time series NDVI dataset has good timing characteristics and can be effectively used in monitoring dynamic changes of vegetation in northwest China in temporal and spatial scale.(2)Within the whole study period,vegetation change in northwest China showed an upward trend. Specifically,vegetation change showed a slight upward trend from 1984 to 1993,a slow decline trend from 1993 to 2002 and an upward trend again from 2002 to2013.(3)Except for Qilian Mountains in Gansu,southeastern Qinghai,and Qinling in Shaanxi where NDVI change was driven mainly by temperature,vegetation NDVI and temperature in northwest China were weakly correlated and vegetation NDVI in arid and semi-arid regions was negatively correlated with temperature. In northwest,vegetation NDVI and precipitation showed a strong positive correlation,except for some areas with more precipitation,irrigated agricultural or meadows such as south Gansu,west Qilian Mountains and central Shaanxi.Precipitation was the main natural factor that affected the natural vegetation changes.(4)In spatial scale,vegetation NDVI change showed obvious regional differences that NDVI increased obvious

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期刊信息
  • 《干旱区地理》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学院出版委
  • 主办单位:中国科学院新疆生态与地理研究所 新疆地理学会
  • 主编:陈曦
  • 地址:乌鲁木齐北京南路818号
  • 邮编:830011
  • 邮箱:aridlg@ms.xjb.ac.cn
  • 电话:0991-7885506
  • 国际标准刊号:ISSN:1000-6060
  • 国内统一刊号:ISSN:65-1103/X
  • 邮发代号:58-45
  • 获奖情况:
  • 1994-1996、1997-1999年度科技期刊质量评比优秀期...,1999-2000年度科技期刊质量评比优秀期刊二等奖
  • 国内外数据库收录:
  • 英国农业与生物科学研究中心文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:18207