Advanced Science · 2020 · 112 citations · 63 references
AgricultureEarth SciencesSoil SciencesSoil Carbon DynamicsSoil Organic MatterSoil ScienceCarbon CycleCarbon SequestrationSoil - Vegetation InteractionsSoil Carbon LossesSoil HorizonsSoil Thermal PropertiesDecomposition Temperature SensitivityDeep Soil Carbon StorageEarth System ModelsShallow Soil DepthSoil Carbon StocksSoil Chemical FeedbacksTemperature Effects On Carbon BalanceTemperature Sensitivity
Abstract Significantly more carbon (C) is stored in deep soil than in shallow horizons, yet how the decomposition of deep soil organic C (SOC) will respond to rising temperature remains unexplored on large scales, leading to considerable uncertainties to predictions of the magnitude and direction of C‐cycle feedbacks to climate change. Herein, short‐term temperature sensitivity of SOC decomposition (expressed as Q 10 ) from six depths within the top 1 m soil from 90 upland forest sites (540 soil samples) across China is reported. Results show that Q 10 significantly increases with soil depth, suggesting that deep SOC is more vulnerable to loss with rising temperature in comparison to shallow SOC. Climate is the primary regulator of shallow soil Q 10 but its relative influence declines with depth; in contrast, soil C quality has a minor influence on Q 10 in shallow soil but increases its influence with depth. When considering the depth‐dependent Q 10 variations, results further show that using the thermal response of shallow soil layer for the whole soil profile, as is usually done in model predictions, would significantly underestimate soil C‐climate feedbacks. The results highlight that Earth system models need to consider multilayer soil C dynamics and their controls to improve prediction accuracy.
63
Soil Carbon Sequestration Impacts on Global Climate Change and Food Security
Rattan Lal · Science · 2004 · 8.1K citations
Agriculture, Agronomy, Soil Sciences +17
A working guide to boosted regression trees
Jane Elith, John R. Leathwick, Trevor Hastie · Journal of Animal Ecology · 2008 · 6.5K citations · Full text
Computing, Biostatistics, Ecology +14
Persistence of soil organic matter as an ecosystem property
Michael W. Schmidt, Margaret Torn, Samuel Abiven et al. · Nature · 2011 · 6K citations · Full text