Research Institute for the Environment and Livelihoods, College of Engineering, IT & Environment, Charles Darwin University, Casuarina, Northern Territory, Australia.
School of Agriculture and Environment, The University of Western Australia, Crawley, Western Australia, Australia.
Glob Chang Biol. 2022 Apr;28(7):2360-2380. doi: 10.1111/gcb.16012. Epub 2021 Dec 23.
Despite their size and contribution to the global carbon cycle, we have limited understanding of tropical savannas and their current trajectory with climate change and anthropogenic pressures. Here we examined interannual variability and externally forced long-term changes in carbon and water exchange from a high rainfall savanna site in the seasonal tropics of north Australia. We used an 18-year flux data time series (2001-2019) to detect trends and drivers of fluxes of carbon and water. Significant positive trends in gross primary productivity (GPP, 15.4 g C m year ), ecosystem respiration (R , 8.0 g C m year ), net ecosystem productivity (NEE, 7.4 g C m year ) and ecosystem water use efficiency (WUE, 0.0077 g C kg H O year ) were computed. There was a weaker, non-significant trend in latent energy exchange (LE, 0.34 W m year ). Rainfall from a nearby site increased statistically over a 45-year period during the observation period. To examine the dominant drivers of changes in GPP and WUE, we used a random forest approach and a terrestrial biosphere model to conduct an attribution experiment. Radiant energy was the dominant driver of wet season fluxes, whereas soil water content dominated dry season fluxes. The model attribution suggested that [CO ], precipitation and T accounting for 90% of the modelled trend in GPP and WUE. Positive trends in fluxes were largest in the dry season implying tree components were a larger contributor than the grassy understorey. Fluxes and environmental drivers were not significant during the wet season, the period when grasses are active. The site is potentially still recovering from a cyclone 45 years ago and regrowth from this event may also be contributing to the observed trends in sequestration, highlighting the need to understand fluxes and their drivers from sub-diurnal to decadal scales.
尽管热带草原面积大,对全球碳循环贡献大,但我们对其了解有限,特别是在了解其随着气候变化和人为压力的当前轨迹方面。在这里,我们研究了澳大利亚北部季节性热带地区高降雨量草原的碳和水交换的年际变化和外部强迫的长期变化。我们使用了 18 年的通量数据时间序列(2001-2019 年)来检测通量的趋势和驱动因素。总初级生产力(GPP,15.4 g C m 年 )、生态系统呼吸(R ,8.0 g C m 年 )、净生态系统生产力(NEE,7.4 g C m 年 )和生态系统水利用效率(WUE,0.0077 g C kg H 2 O 年 )呈显著正增长趋势。潜在能量交换(LE,0.34 W m 年 )的增长较弱,不显著。在观测期间,附近一个地点的降雨量在 45 年期间统计上有所增加。为了研究 GPP 和 WUE 变化的主要驱动因素,我们使用随机森林方法和陆地生物圈模型进行归因实验。辐射能是湿季通量的主要驱动因素,而土壤含水量则是干季通量的主要驱动因素。模型归因表明,[CO ]、降水和 T 解释了 GPP 和 WUE 模型趋势的 90%。通量的正增长趋势在旱季最大,这意味着树木成分比草地下层植被的贡献更大。在湿季,即草类活跃的时期,通量和环境驱动因素并不显著。该地点可能仍在从 45 年前的一场气旋中恢复,该事件的再生也可能导致碳封存的观测趋势,这突显了从亚日至十年时间尺度理解通量及其驱动因素的必要性。