TY - JOUR
T1 - Reconciling top-down and bottom-up estimates of ecosystem respiration in a mature eucalypt forest
AU - Noh, N. J.
AU - Renchon, A. A.
AU - Knauer, J.
AU - Haverd, V.
AU - Li, J.
AU - Griebel, A.
AU - Barton, C. V.M.
AU - Yang, J.
AU - Sihi, D.
AU - Arndt, S. K.
AU - Davidson, E. A.
AU - Tjoelker, M. G.
AU - Pendall, E.
N1 - Publisher Copyright:
© 2024. The Author(s).
PY - 2024/10
Y1 - 2024/10
N2 - Ecosystem respiration (Reco) arises from interacting autotrophic and heterotrophic processes constrained by distinct drivers. Here, we evaluated up-scaling of observed components of Reco in a mature eucalypt forest in southeast Australia and assessed whether a land surface model adequately represented all the fluxes and their seasonal temperature responses. We measured respiration from soil (Rsoil), heterotrophic soil microbes (Rh), roots (Rroot), and stems (Rstem) in 2018-2019. Reco and its components were simulated using the CABLE-POP (Community Atmosphere-Biosphere Land Exchange-Population Orders Physiology) land surface model, constrained by eddy covariance and chamber measurements and enabled with a newly implemented Dual Arrhenius and Michaelis-Menten (DAMM) module for soil organic matter decomposition. Eddy-covariance based Reco (Reco.eddy, 1,439 g C m−2 y−1) was slightly higher than the sum of the respiration components (Reco.sum, 1,295 g C m−2 y−1) and simulated Reco (1,297 g C m−2 y−1). The largest mean contribution to Reco was from Rsoil (64%) across seasons. The measured contributions of Rh (49%), Rroot (15%), and Rstem (22%) to Reco.sum were very close to model outputs of 46%, 11%, and 22%, respectively. The modeled Rh was highly correlated with measured Rh (R2 = 0.66, RMSE = 0.61), empirically validating the DAMM module. The apparent temperature sensitivities (Q10) of Reco were 2.22 for Reco.sum, 2.15 for Reco.eddy, and 1.57 for CABLE-POP. This research demonstrated that bottom-up respiration component measurements can be successfully scaled to eddy covariance-based Reco and help to better constrain the magnitude of individual respiration components as well as their temperature sensitivities in land surface models.
AB - Ecosystem respiration (Reco) arises from interacting autotrophic and heterotrophic processes constrained by distinct drivers. Here, we evaluated up-scaling of observed components of Reco in a mature eucalypt forest in southeast Australia and assessed whether a land surface model adequately represented all the fluxes and their seasonal temperature responses. We measured respiration from soil (Rsoil), heterotrophic soil microbes (Rh), roots (Rroot), and stems (Rstem) in 2018-2019. Reco and its components were simulated using the CABLE-POP (Community Atmosphere-Biosphere Land Exchange-Population Orders Physiology) land surface model, constrained by eddy covariance and chamber measurements and enabled with a newly implemented Dual Arrhenius and Michaelis-Menten (DAMM) module for soil organic matter decomposition. Eddy-covariance based Reco (Reco.eddy, 1,439 g C m−2 y−1) was slightly higher than the sum of the respiration components (Reco.sum, 1,295 g C m−2 y−1) and simulated Reco (1,297 g C m−2 y−1). The largest mean contribution to Reco was from Rsoil (64%) across seasons. The measured contributions of Rh (49%), Rroot (15%), and Rstem (22%) to Reco.sum were very close to model outputs of 46%, 11%, and 22%, respectively. The modeled Rh was highly correlated with measured Rh (R2 = 0.66, RMSE = 0.61), empirically validating the DAMM module. The apparent temperature sensitivities (Q10) of Reco were 2.22 for Reco.sum, 2.15 for Reco.eddy, and 1.57 for CABLE-POP. This research demonstrated that bottom-up respiration component measurements can be successfully scaled to eddy covariance-based Reco and help to better constrain the magnitude of individual respiration components as well as their temperature sensitivities in land surface models.
KW - autotrophic respiration
KW - carbon cycle
KW - heterotrophic respiration
KW - land surface model
KW - Q10
KW - temperature sensitivity
UR - http://www.scopus.com/inward/record.url?scp=85206378481&partnerID=8YFLogxK
U2 - 10.1029/2024JG008064
DO - 10.1029/2024JG008064
M3 - Article
AN - SCOPUS:85206378481
SN - 2169-8953
VL - 129
JO - Journal of Geophysical Research: Biogeosciences
JF - Journal of Geophysical Research: Biogeosciences
IS - 10
M1 - e2024JG008064
ER -