Institute for Atmospheric and Climate Science, ETH Zurich, Zurich, 8092, Switzerland.
CREAF, Cerdanyola del Vallès, Catalonia, 08193, Spain.
New Phytol. 2018 Jun;218(4):1430-1449. doi: 10.1111/nph.15123. Epub 2018 Mar 31.
Terrestrial primary productivity and carbon cycle impacts of droughts are commonly quantified using vapour pressure deficit (VPD) data and remotely sensed greenness, without accounting for soil moisture. However, soil moisture limitation is known to strongly affect plant physiology. Here, we investigate light use efficiency, the ratio of gross primary productivity (GPP) to absorbed light. We derive its fractional reduction due to soil moisture (fLUE), separated from VPD and greenness changes, using artificial neural networks trained on eddy covariance data, multiple soil moisture datasets and remotely sensed greenness. This reveals substantial impacts of soil moisture alone that reduce GPP by up to 40% at sites located in sub-humid, semi-arid or arid regions. For sites in relatively moist climates, we find, paradoxically, a muted fLUE response to drying soil, but reduced fLUE under wet conditions. fLUE identifies substantial drought impacts that are not captured when relying solely on VPD and greenness changes and, when seasonally recurring, are missed by traditional, anomaly-based drought indices. Counter to common assumptions, fLUE reductions are largest in drought-deciduous vegetation, including grasslands. Our results highlight the necessity to account for soil moisture limitation in terrestrial primary productivity data products, especially for drought-related assessments.
陆地初级生产力和干旱对碳循环的影响通常使用蒸气压亏缺(VPD)数据和遥感的绿色度来量化,而不考虑土壤湿度。然而,众所周知,土壤湿度限制强烈影响植物生理学。在这里,我们研究了光利用效率,即总初级生产力(GPP)与吸收光的比率。我们使用基于涡度协方差数据、多个土壤湿度数据集和遥感绿色度的人工神经网络,从 VPD 和绿色度变化中分离出由于土壤湿度引起的光利用效率的分数减少(fLUE)。这表明,仅土壤湿度就会产生很大的影响,导致位于亚湿润、半干旱或干旱地区的站点的 GPP 减少多达 40%。对于相对湿润气候的站点,我们发现,矛盾的是,干燥土壤对 fLUE 的响应减弱,但在潮湿条件下 fLUE 降低。fLUE 确定了大量干旱的影响,如果仅依赖于 VPD 和绿色度变化,这些影响将无法捕捉到,如果是季节性重现,则会被传统的基于异常的干旱指数所忽略。与普遍的假设相反,fLUE 的减少在干旱落叶植被中最大,包括草原。我们的结果强调了在陆地初级生产力数据产品中考虑土壤湿度限制的必要性,特别是对于与干旱相关的评估。