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延安市归一化植被指数时空变化及其驱动因素

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[目的]植被是陆地生态系统中的主体,研究区域植被覆盖时空变化并量化气候变化和人类活动的相对贡献,可为区域未来的生态环境建设和可持续发展提供科学指导。[方法]基于延安市2001-2020年的MODIS归一化植被指数(NDVI)数据集和同期气象数据,采用Mann-Kendall趋势分析和偏相关分析、残差分析探讨了 NDVI对气候变化和人类活动的响应。[结果]①2001-2020年,延安市NDVI年均值为0。69,整体呈明显上升趋势,空间上呈"南部高、北部低"的分布格局。②不同尺度上气温和降水对NDVI的影响存在明显差异。年尺度上,NDVI受降水的影响大于气温;季节尺度上,春季NDVI受到气温和降水的双重影响,夏季降水对NDVI的影响较大,秋、冬季大部分区域NDVI与气温、降水相关性不显著。③延安市NDVI整体呈现改善趋势,明显改善区域面积占比为83。27%。④气候变化和人类活动对植被变化的影响具有双重效应,受气候变化和人类活动共同影响面积占比为91。26%,两者对植被变化的相对贡献率分别为17。81%和82。19%。[结论]延安市植被整体呈向好态势,相较于气候因素,人类活动对NDVI变化的驱动作用更强。图7表3参28
Spatiotemporal variation and driving factors of normalized difference vegetation index(NDVI)in Yan'an City
[Objective]Vegetation is a principal component of terrestrial ecosystems.This study intends to investigate the spatiotemporal variation in regional vegetation coverage,and quantify the relative contributions of climate change and human activities,which can provide scientific support for future ecological environment construction and sustainable development of the region.[Method]Based on the MODIS-normalized difference vegetation index(NDVI)dataset and meteorological data of Yan'an City from 2001 to 2020,Mann-Kendall trend analysis,partial correlation analysis and residual analysis were employed to investigate the response of NDVI to climate change and human activities.[Result](1)From 2001 to 2020,the annual mean NDVI value in Yan'an City was 0.69,indicating a significant upward trend,with a spatial distribution pattern of high in the south and low in the north.(2)The impact of temperature and precipitation on NDVI varied significantly at different temporal scales.At the annual scale,NDVI was influenced more by precipitation than temperature.At the seasonal scale,NDVI in spring was influenced by both temperature and precipitation,while precipitation in summer had a greater impact on NDVI.In autumn and winter,the correlation between NDVI and temperature and precipitation was not significant in most regions.(3)The overall NDVI exhibited a trend of improvement,with 83.27%of the area showing significant improvement.(4)The impact of climate change and human activities on vegetation had a dual effect,with 91.26%of the area affected by both factors.The relative contributions of the two to vegetation change were 17.81%and 82.19%,respectively.[Conclusion]The overall vegetation in Yan'an City demonstrates a positive trend,and compared to climatic factors,human activities have a stronger driving effect on NDVI changes.[Ch,7 fig.3 tab.28 ref.]

normalized difference vegetation index(NDVI)driving factorsclimate changehuman activitiesYan'an City

兰梦瑶、周德志、关颖慧

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北京林业大学水土保持学院,北京 100083

中国电力工程顾问集团中南电力设计院有限公司,湖北武汉 430071

归一化植被指数(NDVI) 驱动因素 气候变化 人类活动 延安市

2024

浙江农林大学学报
浙江农林大学

浙江农林大学学报

CSTPCD北大核心
影响因子:0.929
ISSN:2095-0756
年,卷(期):2024.41(6)