A Lake Biogeochemistry Model for Global Methane Emissions: Model Development, Site‐Level Validation, and Global Applicability
Abstract Lakes are important sentinels of climate change and may contribute over 30% of natural methane (CH 4 ) emissions; however, no earth system model (ESM) has represented lake CH 4 dynamics. To fill this gap, we refined a process‐based lake biogeochemical model to simulate global lake CH 4 emissions, including representation of lake bathymetry, oxic methane production (OMP), the effect of water level on ebullition, new non‐linear CH 4 oxidation kinetics, and the coupling of sediment carbon pools with in‐lake primary production and terrigenous carbon loadings. We compiled a lake CH 4 data set for model validation. The model shows promising performance in capturing the seasonal and inter‐annual variabilities of CH 4 emissions at 10 representative lakes for different lake types and the variations in mean annual CH 4 emissions among 106 lakes across the globe. The model reproduces the variations of the observed surface CH 4 diffusion and ebullition along the gradients of lake latitude, depth, and surface area. The results suggest that OMP could play an important role in surface CH 4 diffusion, and its relative importance is higher in less productive and/or deeper lakes. The model performance is improved for capturing CH 4 outgassing events in non‐floodplain lakes and the seasonal variability of CH 4 ebullition in floodplain lakes by representing the effect of water level on ebullition. The model can be integrated into ESMs to constrain global lake CH 4 emissions and climate‐CH 4 feedback.
Authors
- Hans‐Peter Grossart (ORCID: https://orcid.org/0000-0002-9141-0325)
- Balathandayuthabani Panneer Selvam (ORCID: https://orcid.org/0000-0002-9058-3048)
- John M. Mélack (ORCID: https://orcid.org/0000-0003-0619-841X)
- Khachik Sargsyan (ORCID: https://orcid.org/0000-0002-1037-786X)
- Joachim Jansen (ORCID: https://orcid.org/0000-0001-5965-7662)
- Lai-Yung Ruby Leung (ORCID: https://orcid.org/0000-0002-3221-9467)
- Huaxia Yao (ORCID: https://orcid.org/0000-0001-5875-7215)
- Zeli Tan (ORCID: https://orcid.org/0000-0001-5958-2584)
Institutions
- Linköping University (SE)
- Uppsala University (SE)
- Pacific Northwest National Laboratory (US)
- University of California, Santa Barbara (US)
- Université du Québec à Montréal (CA)
- University of Potsdam (DE)
- Sandia National Laboratories California (US)
- Ministry of Environment (CA)
- Leibniz Institute of Freshwater Ecology and Inland Fisheries (DE)
Publication Details
- Journal
- Journal of Advances in Modeling Earth Systems
- Published
- 2024-10-01
- DOI
- https://doi.org/10.1029/2024ms004275
- Citations
- 10
- Primary Topic
- Atmospheric and Environmental Gas Dynamics
- Type
- article
- Field-Weighted Citation Impact
- 2.83
Funders
- National Science Foundation
- U.S. Department of Energy
- National Aeronautics and Space Administration
- Office of Science