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三江源区植被NDVI时空变化特征及其驱动因素分析

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三江源区位于青藏高原腹地,是我国重要的水源涵养区,也是我国生态环境保护的关键地区。然而,该地区的生态环境极为脆弱,开展植被变化特征及其影响因子分析对三江源区生态保护具有重要意义。基于2001-2020年MODIS NDVI数据,结合气候、地形、植被类型、土壤质地和人类活动等数据,运用趋势分析法、M-K趋势检验法和地理探测器模型分析了三江源区NDVI时空变化特征及其驱动因素。结果表明:2001-2020年,该区域平均NDVI为0。42,其中澜沧江源区NDVI最高(0。54),其次为黄河源区(0。52),长江源区最低(0。32),全区总体呈现西北低东南高的空间格局;黄河源区NDVI变化率在北部表现上升趋势,南部和中部呈现轻微退化趋势,澜沧江源区大部分地方的植被表现出退化的态势,长江源区植被生长状况基本保持不变;驱动因子对三江源区植被NDVI影响力比较为:气温(0。46)>高程(0。40)>降水(0。31)>土壤质地(0。29)>植被类型(0。13)>坡度(0。11)>坡向(0。02)>人类活动(0。004);交互探测结果主要表现为双因子增强,其次为非线性增强,少部分独立,在所有的驱动因子交互作用中,降水和高程的交互作用对NDVI空间分布的解释力最强(65%)。
Spatiotemporal Variation of NDVI and Its Driving Factors in the Three Rivers Source Region
The Three Rivers Source Region is an important water conservation area in China and a key area for ec-ological and environmental protection,which is located in the hinterland of the Qinghai-Xizang Plateau.However,the ecological environment in this area is extremely fragile,and it is of great significance to carry out the analysis of vegetation change characteristics and their influencing factors for the ecological protection of the Three Rivers Source region.Based on the MODIS NDVI data from 2001 to 2020,combined with the datasets of climate,topog-raphy,vegetation types,soil texture and human activities,this study analyzes the temporal and spatial variation characteristics and driving factors of NDVI in the Three Rivers Source by using trend analysis,M-K trend test and geographic detector model.The study found that between 2001 and 2020,the average NDVI in this area was 0.42,of which the NDVI in the area of the Lancang River was the highest(0.54),followed by the source area of the Yellow River(0.52),and the lowest in the source area of the Yangtze River(0.32).The NDVI of vegetation in the whole region showed a gradual increase trend from northwest to southeast;The rate of change of NDVI in the source area of the Yellow River showed an increasing trend in the north and a slight degradation trend in the south and the center.The vegetation in most places in the source area of the Lancang River showed a degradation trend,and the vegetation condition in the source area of the Yangtze River basically remained unchanged;The magnitude of influence of each factor on NDVI of vegetation in the Three Rivers Source region was air temperature(0.46)>elevation(0.40)>precipitation(0.31)>soil texture(0.29)>vegetation type(0.13)>slope(0.11)>slope aspect(0.02)>human activities(0.004);The interaction detection results mainly showed two-factor enhancement,fol-lowed by nonlinear enhancement,and to a lesser extent independence.the interaction of precipitation and eleva-tion had the strongest explanatory power for the spatial distribution of NDVI(65%)among all the driver interac-tions.

Three Rivers Source Regionnormalized vegetation indexgeographical detectordriving factors

杜宜臻、刘菲、柳心雨、刘韶菲、牛景懿

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枣庄学院 旅游与资源环境学院,山东 枣庄 277160

归一化植被指数 地理探测器 驱动因子 三江源区

2024

绿色科技
花木盆景杂志社

绿色科技

影响因子:0.365
ISSN:1674-9944
年,卷(期):2024.26(22)