摘要
研究西南地区陆地植被生态系统净初级生产力(NPP)的时空演变特征及其驱动力,对区域生态环境保护具有重要的现实意义.利用2000~2021年MODIS NPP、1999~2021年基于站点的气象数据和2000~2020年土地利用类型等数据,结合主成分分析、残差分析、Theil-Sen Median趋势分析和偏相关分析等方法,研究西南地区陆地植被生态系统NPP时空演变及其对驱动力的响应特征.结果表明,时间上,2000~2021年西南地区植被NPP呈波动上升趋势,速率为3.54g·(m^(2)·a)^(-1).气候变化和人类活动影响下,农田、草地和森林生态系统NPP均呈上升趋势,但农田生态系统NPP的上升趋势最为显著.空间上,西南地区植被NPP呈上升趋势的面积占比为89.06%,显著上升和极显著上升的区域主要分布在广西南部、四川东部、重庆西部,以及云南和贵州交界处.气候变化和人类活动对西南地区植被生长具有双重影响,气候变化和人类活动影响下农田生态系统NPP呈上升趋势的面积占比均高于草地和森林生态系统.西南地区植被NPP与各气象因子的相关性呈明显地域差异.区域尺度上,西南地区植被NPP与平均气温、降水和日照时数呈正相关的面积占比大于呈负相关的面积占比,而与生物干湿度指数的相关性占比则相反.平均气温与植被NPP呈正相关的面积占比高于其他气象因子.植被生态系统尺度上,平均气温、降水和日照时数对草地生态系统NPP变化的促进作用强于农田和森林生态系统.西南地区林地的转入是植被NPP上升的一个重要原因.
Studying the spatial-temporal variation in net primary productivity(NPP)in terrestrial vegetation ecosystems and its driving forces in southwest China is of great importance for regional eco-environmental protection.The spatial and temporal changes in net primary productivity(NPP)in terrestrial vegetation ecosystems and its responding characteristics to climate change and human activities were explored in this study on the basis of the Moderate Resolution Imaging Spectroradiometer(MODIS)NPP from 2000 to 2021,in situ meteorological data from 1999 to 2021,and land use type datasets from 2000 to 2020 using principal component analysis,residual analysis,Theil-Sen Median analysis,and partial correlation analysis.The results showed that on a temporal scale,the vegetation NPP showed a fluctuating upward trend,with a rate of 3.54 g·(m^(2)·a)^(-1)in southwest China from 2000 to 2021.Meanwhile,under the influence of climate change and human activities,NPP of farmland,grassland,and forests all showed an upward trend,but the magnitude of the increasing trends of farmland NPP was the most significant.On the spatial scale,the areas with an upward trend in vegetation NPP accounted for 89.06%in southwest China,and the areas with significant and extremely significant increases were mainly distributed in southern Guangxi,eastern Sichuan,western Chongqing,and the junction areas of Yunnan and Guizhou.Climate change and human activities had dual effects on vegetation growth in southwest China,and the proportions of the areas with upward trends in farmland NPP were higher than that of grassland and forests both under the influences of climate change and human activities.The correlations between vegetation NPP and climate factors showed obvious regional differences in southwest China.On the regional scale,the areas with a positive correlation between vegetation NPP and temperature,precipitation,and sunshine duration were greater than that of the areas with a negative correlation.However,an opposite relationship could be found between
作者
徐勇
黄海艳
戴强玉
郭振东
郑志威
盘钰春
XU Yong;HUANG Hai-yan;DAI Qiang-yu;GUO Zhen-dong;ZHENG Zhi-wei;PAN Yu-chun(College of Geomatics and Geoinformation,Guilin University of Technology,Guilin 541006,China)
出处
《环境科学》
EI
CAS
CSCD
北大核心
2023年第5期2704-2714,共11页
Environmental Science
基金
广西自然科学基金项目(2020GXNSFBA297160)
广西科技基地和人才专项(桂科AD21220133)
国家自然科学基金项目(42061059,42161028)
广西空间信息与测绘重点实验室项目(191851016)。
关键词
西南地区
净初级生产力(NPP)
气候变化
人类活动
主成分分析
残差分析
southwest China
net primary productivity(NPP)
climate change
human activities
principal component analysis
residual analysis
