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基于 1982 年至 2013 年不同非洲生态系统的 GLASS-LAI,研究植被生产力的变化及其与温度和降水的关系。

The variation of vegetation productivity and its relationship to temperature and precipitation based on the GLASS-LAI of different African ecosystems from 1982 to 2013.

机构信息

School of Geography and Ocean Science, Nanjing University, Nanjing, China.

Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, China.

出版信息

Int J Biometeorol. 2019 Jul;63(7):847-860. doi: 10.1007/s00484-019-01698-x. Epub 2019 Mar 16.

Abstract

In recent years, many studies have focused on the changes of partial or single African ecosystems and the drivers of those changes. However, focusing only on partial or single ecosystems has limited the understanding of the relationships between the vegetation and climate changes in all of the African ecosystems. In this study, the temporal trends of the satellite-derived annual mean leaf area index (GLASS-LAI) were analyzed, and the inter-annual relationships were developed between the annual mean LAI and the climate variables (precipitation and temperature) for the time period ranging from 1982 to 2013. Additionally, this study applied seasonal curves and step-wise multiple regression methods to investigate the relationships between intra-annual LAI and climate changes. It was found that the GLASS-LAI over half of Africa had shown general significant greening or browning trends during the period from 1982 to 2013. From the results of inter-annual analysis, with mean annual precipitation lower than 600 mm, the greening of the savannas and grasslands in the Sahel was found to highly correspond with the increased precipitation. In contrast, the evergreen broadleaf forests in the Gulf of Guinea and Congo Basin showed strongly positive responses to the annual temperature when the mean annual temperature was below 25 °C. In regard to the intra-annual responses, the precipitation with 1-month lags was found to be helpful for the vegetation growth, with the exception of the evergreen broadleaf. The results of this research study indicated that the different land-covers in Africa had displayed clear differences in their annual trends during the examined 32-year period and had responded differently to the inter- and intra-annual climate drivers. This difference was evident by the characteristics of the vegetation covers and the geographic distributions. Therefore, further examinations of these differences can potentially improve the understanding of the land surface-atmosphere interactions among the different African ecosystems.

摘要

近年来,许多研究都集中在非洲局部或单个生态系统的变化及其驱动因素上。然而,只关注局部或单个生态系统限制了对所有非洲生态系统中植被和气候变化之间关系的理解。在本研究中,分析了卫星衍生的年平均叶面积指数(GLASS-LAI)的时间趋势,并建立了年平均 LAI 与气候变量(降水和温度)之间的年际关系,时间范围从 1982 年到 2013 年。此外,本研究应用季节性曲线和逐步多元回归方法研究了年内 LAI 与气候变化之间的关系。结果表明,在 1982 年至 2013 年期间,非洲一半以上地区的 GLASS-LAI 普遍呈现出显著的绿化或变棕趋势。从年际分析的结果来看,在年平均降水量低于 600mm 的情况下,萨赫勒地区的稀树草原和草原的绿化与降水增加高度相关。相比之下,几内亚湾和刚果盆地的常绿阔叶林对年平均温度低于 25°C 时的温度表现出强烈的正响应。关于年内响应,发现滞后 1 个月的降水有助于植被生长,常绿阔叶林除外。本研究结果表明,在 32 年的研究期间,非洲不同的土地覆盖物表现出明显的年度趋势差异,对年际和年内气候驱动因素的反应也不同。这些差异表现在植被覆盖的特征和地理分布上。因此,进一步研究这些差异有可能提高对不同非洲生态系统之间陆地-大气相互作用的理解。

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