Widespread increasing vegetation sensitivity to soil moisture

• Published in: Nature communications Vol. 13; no. 1; p. 3959
• Main Authors: Li, Wantong, Migliavacca, Mirco, Forkel, Matthias, Denissen, Jasper M. C., Reichstein, Markus, Yang, Hui, Duveiller, Gregory, Weber, Ulrich, Orth, Rene
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 08-07-2022; Nature Publishing Group; Nature Portfolio
• Subjects: 631/158; 704/106/694; 704/158; 704/47/4113; Arid regions; Arid zones; Carbon cycle; Climate change; Drought; Ecosystem services; Humanities and Social Sciences; Hydroclimate; Leaf area; Leaf area index; Machine learning; Moisture availability; Moisture content; Moisture effects; multidisciplinary; Observational learning; Science; Science (multidisciplinary); Sensitivity analysis; Soil moisture; Soil water; Trends; Vegetation; Water availability
• ISSN: 2041-1723; 2041-1723
• DOI: 10.1038/s41467-022-31667-9

Global vegetation and associated ecosystem services critically depend on soil moisture availability which has decreased in many regions during the last three decades. While spatial patterns of vegetation sensitivity to global soil water have been recently investigated, long-term changes in vegetation sensitivity to soil water availability are still unclear. Here we assess global vegetation sensitivity to soil moisture during 1982-2017 by applying explainable machine learning with observation-based leaf area index (LAI) and hydro-climate anomaly data. We show that LAI sensitivity to soil moisture significantly increases in many semi-arid and arid regions. LAI sensitivity trends are associated with multiple hydro-climate and ecological variables, and strongest increasing trends occur in the most water-sensitive regions which additionally experience declining precipitation. State-of-the-art land surface models do not reproduce this increasing sensitivity as they misrepresent water-sensitive regions and sensitivity strength. Our sensitivity results imply an increasing ecosystem vulnerability to water availability which can lead to exacerbated reductions in vegetation carbon uptake under future intensified drought, consequently amplifying climate change.
Water availability is a major control of vegetation dynamics and terrestrial carbon cycling. Here, the authors show that vegetation sensitivity to soil moisture has been increasing in the last 36 years, especially in (semi)arid areas, and that state-of-the-art land surface models fail to capture this trend.