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@INPROCEEDINGS{PoppeTern:1022141,
author = {Poppe Terán, Christian and S. Naz, Bibi and
Hendricks-Franssen, Harrie-Jan and Vereecken, Harry},
title = {{U}ncertainty in representation of ecosystem processes in
{E}urope by the {C}ommunity {L}and {M}odel v5},
reportid = {FZJ-2024-01262},
year = {2023},
abstract = {Understanding hydrological and biogeochemical ecosystem
process variability in response to a changing climate is
important to improve land surface models and assess current
and future states of ecosystem functioning. However, the
representation of spatial heterogeneity of ecosystem
processes in state-of-the-art land-surface models has not
been evaluated thoroughly until today. Here we compare gross
primary production (GPP) and evapotranspiration (ET)
simulated by the Community Land Model version 5 (CLM5) for
the period 1995-2018 over the Euro-CORDEX domain with
in-situ data from eddy-covariance sites as well as remote
sensing and reanalysis data. Additionally, we conducted a
parameter sensitivity analysis to identify the impact of
uncertainty coming from ecosystem parameters (in particular
default parameters for given plant functional types) for
selected sites in Europe. Our results show that GPP and ET
variation across hydroclimates show in general a good
agreement between CLM5 and remote sensing and reanalysis
products. However, both GPP and ET simulated by CLM5 show
large differences with measured in-situ data, depending on
the ecosystem type. Further, we identify sensitive
parameters that will be adjusted to improve ecosystem
representation in CLM5 in a future study. This work is
important to improve land surface models and
parameterization of plant functional types to understand and
improve predictions of ecosystem functioning.},
month = {Apr},
date = {2023-04-24},
organization = {EGU General Assembly 2023, Vienna
(Austria), 24 Apr 2023 - 28 Apr 2023},
subtyp = {Plenary/Keynote},
cin = {IBG-3},
cid = {I:(DE-Juel1)IBG-3-20101118},
pnm = {2173 - Agro-biogeosystems: controls, feedbacks and impact
(POF4-217) / eLTER PLUS - European long-term ecosystem,
critical zone and socio-ecological systems research
infrastructure PLUS (871128)},
pid = {G:(DE-HGF)POF4-2173 / G:(EU-Grant)871128},
typ = {PUB:(DE-HGF)6},
doi = {10.5194/egusphere-egu23-13465},
url = {https://juser.fz-juelich.de/record/1022141},
}