Insights into spatiotemporal dynamics and driving mechanisms of vegetation net primary productivity in African terrestrial ecosystems

IF 8.6 Q1 REMOTE SENSING
Liang Liang, Meng Li, Ziru Huang, Qianjie Wang, Zhen Yang, Shuguo Wang
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引用次数: 0

Abstract

Net Primary Productivity (NPP) is a critical measure of ecosystem vitality. This paper examines the spatiotemporal variation in NPP across Africa during 1981–2018 using Theil-Sen slope estimation and wavelet analysis. Sustainable change characteristics in different regions are analyzed using the Hurst exponent, and the influence of driving factors on African NPP are quantified through a structural equation model (SEM). The analysis revealed that: (1) The annual variation curve of African NPP demonstrated a fluctuating upward trajectory (p = 0.001) throughout the study period. Wavelet analysis revealed a cyclical pattern with a primary period of about 20 years, characterized by two upward and downward transitions during 1981–2018. (2) Spatial analysis indicates the distribution of NPP across Africa is centered around the equator and gradually decreases towards higher latitudes, in which the NPP of tropical rainforest and its adjacent areas increases significantly, covering 40.2 % of Africa’s area. However, Hurst exponent analysis reveals that NPP in Africa generally exhibits anti-sustainability changes, with 52.8 % of the total area potentially shifting from growth to decline in the future. (3) SEM analysis shows that NPP in Africa is mainly regulated by natural factors, particularly cumulative precipitation and temperature extremes, which exhibit the highest impact coefficient of 0.89. While topographic factors also have a substantial overall effect, their impact is primarily indirect through climate, with minimal direct influence. These findings offer a scientific foundation and policy support for sustainable development of environmental and socio-economic systems in Africa.
非洲陆地生态系统植被净初级生产力时空动态及驱动机制研究
净初级生产力(NPP)是衡量生态系统活力的重要指标。本文利用Theil-Sen斜率估计和小波分析对1981—2018年非洲NPP的时空变化进行了研究。利用Hurst指数分析了不同区域的可持续变化特征,并通过结构方程模型(SEM)量化了驱动因素对非洲NPP的影响。分析表明:(1)非洲NPP的年变化曲线在整个研究期间呈现波动上升的轨迹(p = 0.001)。小波分析结果显示,1981—2018年,气候变化具有20年左右的周期特征,主要表现为两次上升和下降的转变。(2)空间分析表明,非洲NPP以赤道为中心,向高纬度方向逐渐减少,其中热带雨林及其邻近地区的NPP显著增加,占非洲面积的40.2%。然而,Hurst指数分析显示,非洲的NPP总体上呈现出反可持续性变化,未来52.8%的总面积可能从增长转向下降。(3) SEM分析表明,非洲NPP主要受自然因子调控,尤其是累积降水和极端温度,影响系数最高,为0.89。虽然地形因素也有很大的总体影响,但它们的影响主要是通过气候间接产生的,直接影响很小。这些研究结果为非洲环境和社会经济系统的可持续发展提供了科学基础和政策支持。
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来源期刊
International journal of applied earth observation and geoinformation : ITC journal
International journal of applied earth observation and geoinformation : ITC journal Global and Planetary Change, Management, Monitoring, Policy and Law, Earth-Surface Processes, Computers in Earth Sciences
CiteScore
12.00
自引率
0.00%
发文量
0
审稿时长
77 days
期刊介绍: The International Journal of Applied Earth Observation and Geoinformation publishes original papers that utilize earth observation data for natural resource and environmental inventory and management. These data primarily originate from remote sensing platforms, including satellites and aircraft, supplemented by surface and subsurface measurements. Addressing natural resources such as forests, agricultural land, soils, and water, as well as environmental concerns like biodiversity, land degradation, and hazards, the journal explores conceptual and data-driven approaches. It covers geoinformation themes like capturing, databasing, visualization, interpretation, data quality, and spatial uncertainty.
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