Agricultural and Forest Meteorology 152 (2012) 189–200
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Agricultural and Forest Meteorology
jou rn al h om epa g e: www.elsevier.com/locate/agrformet
Ecological controls on net ecosystem productivity of a seasonally dry annual
grassland under current and future climates: Modelling with ecosys
R.F. Grant
a,∗
, D.D. Baldocchi
b
, S. Ma
b
a
Department of Renewable Resources, University of Alberta, Edmonton, AB, Canada T6G 2E3
b
Department of Environmental Science, Policy and Management & Berkeley Atmospheric Science Center, University of California, Berkeley, CA, United States
a r t i c l e i n f o
Article history:
Received 14 January 2011
Received in revised form 26 August 2011
Accepted 10 September 2011
Keywords:
CO2 fluxes
Net ecosystem productivity
Phenology
Seasonally dry grasslands
Climate change
Ecosys
a b s t r a c t
Net ecosystem productivity (NEP) of seasonally dry grasslands in Mediterranean climate zones is deter-
mined by the duration and intensity of rainy vs. dry seasons. Precipitation in these zones is expected to
decline with climate change during the next century, possibly reducing NEP. Ecosystem models used to
study climate change impacts on grasslands in these zones need first to simulate effects of soil wetting
and drying on the duration and intensity of net C uptake and emission during rainy and dry seasons under
current climate. Continuous eddy covariance (EC) measurements of CO
2
and energy exchange provide
well constrained tests of such models. In this study, hourly CO
2
and energy exchange from the ecosystem
model ecosys were tested against EC measurements recorded over an annual grassland at Vaira Ranch, CA
in a Mediterranean climate zone during eight years (2001–2008) with variable rainy seasons. Variation
in measured CO
2
and latent heat fluxes was sufficiently well simulated during each year of the study
(0.7 < R
2
< 0.9) that most of the variation unexplained by the model could be attributed to uncertainty
in the measurements. Interannual variation in NEP from the model was also correlated with that from
EC measurements (R
2
= 0.75). Annual NEP from both the model and EC were correlated with the dura-
tion of net C uptake, but not with the amount of precipitation, during the rainy seasons. Average annual
NEP of the grassland modelled from 2001 to 2008 was 29 g C m
-2
y
-1
with an interannual variation of
±110 g C m
-2
y
-1
caused by that in the duration of net C uptake. During climate change (SRES A1fi and B1
under HadCM3), changes in modelled NEP were determined by changes in duration and intensity of net
C uptake in rainy seasons vs. net C emission in dry seasons. In years with briefer rainy seasons, modelled
NEP rose because rates of net C uptake increased with higher temperature and CO
2
concentration, while
the duration of net C uptake remained limited by that of the rainy season. However in years with longer
rainy seasons, modelled NEP declined because the duration of net C uptake was reduced when warming
hastened phenological development and caused maturity of annual plants to be reached before the end of
the rainy season. As climate change progressed, declines in annual NEP gradually exceeded rises, causing
the small C sink modelled under current climate to be almost completely lost after 90 years under SRES
A1fi (2 ± 103 g C m
-2
y
-1
) and B1 (6 ± 95 g C m
-2
y
-1
).
© 2011 Elsevier B.V. All rights reserved.
1. Introduction
Seasonally dry annual grasslands are an important ecosys-
tem type in Mediterranean climate zones. Those in California
alone occupy more than 4.4 Mha or 20% of the area of the state
(Huntsinger et al., 2007). Net ecosystem productivity (NEP) of these
grasslands is thought to be determined by the duration and inten-
sity of precipitation in the rainy season during which soils are wet
enough to sustain net C uptake by plants (Ma et al., 2007). This net C
uptake is offset by slow net C emission during the dry season when
grasslands have senesced, by rapid, rainfall-induced pulses of net
∗
Corresponding author. Tel.: +1 780 492 6609; fax: +1 780 492 1767.
E-mail address: robert.grant@ales.ualberta.ca (R.F. Grant).
C emission at the start of the next rainy season before grasslands
regrow, and sometimes by rapid net C emission at the end of the
rainy season if grassland growth terminates before the start of the
following dry season. At an annual time scale, net C uptake during
the mid rainy season may or may not exceed net C emission during
the dry season and during the start and end of the rainy season, so
that these grasslands may be either sinks or sources of C.
These ecological controls on net C uptake vs. emission in season-
ally dry grasslands have been demonstrated with eddy covariance
(EC) measurements. Xu and Baldocchi (2004) attributed annual NEP
of a northern California grassland to the timing of rain events that
determined the duration of net C uptake in the rainy season, rather
than to the total amount of rainfall received during the year. Ma
et al. (2007) found that changes in the duration of net C uptake
with precipitation caused this grassland to alternate between a sink
0168-1923/$ – see front matter © 2011 Elsevier B.V. All rights reserved.
doi:10.1016/j.agrformet.2011.09.012