Satellite-derived estimates of forest leaf area index in
southwest Western Australia are not tightly coupled to
interannual variations in rainfall: implications for
groundwater decline in a drying climate
KEITH R. J. SMETTEM*, RICHARD H. WARING † , JOHN N. CALLOW ‡ ,
MELISSA WILSON* andQIAOZHEN MU §
*Centre for Ecohydrology, School of Environmental Systems Engineering, University of Western Australia, Nedlands, WA 6009,
Australia, †Department of Forest Ecosystems and Society, College of Forestry, Oregon State University, Corvalis, OR 97331-5704,
USA, ‡School of Earth and Environment, University of Western Australia, Nedlands, WA 6009, Australia, §Numerical
Terradynamics Simulation Group, University of Montana, Missoula, MT 59812, USA
Abstract
There is increasing concern that widespread forest decline could occur in regions of the world where droughts are
predicted to increase in frequency and severity as a result of climate change. The average annual leaf area index
(LAI) is an indicator of canopy cover and the difference between the annual maximum and minimum LAI is an indi-
cator of annual leaf turnover. In this study, we analyzed satellite-derived estimates of monthly LAI across forested
coastal catchments of southwest Western Australia over a 12 year period (2000–2011) that included the driest year on
record for the last 60 years. We observed that over the 12 year study period, the spatial pattern of average annual
satellite-derived LAI values was linearly related to mean annual rainfall. However, interannual changes to LAI in
response to changes in annual rainfall were far less than expected from the long-term LAI-rainfall trend. This
buffered response was investigated using a physiological growth model and attributed to availability of deep soil
moisture and/or groundwater storage. The maintenance of high LAIs may be linked to a long-term decline in areal
average underground water storage and diminished summer flows, with an emerging trend toward more ephemeral
flow regimes.
Keywords: baseflow, climate change, ecohydrology, evapotranspiration, leaf area index, water balance
Received 23 January 2013 and accepted 27 February 2013
Introduction
In regions of the world where droughts are predicted to
increase in incidence and severity as a result of climate
change, there is increasing concern over the potential
for widespread forest decline (Choat et al., 2012). It has
been widely reported that southern Australia is experi-
encing an extended period of drought, with southwest
Western Australia experiencing significant declines in
rainfall since the mid-1970s (Power et al., 2005; Murphy
& Timbal, 2007; Bates et al., 2008).
There has been an observed decrease in both the fre-
quency of daily precipitation and wet-day amounts.
This decline in regional precipitation is strongly associ-
ated with a marked decrease in moisture content in the
lower troposphere, an increase in regionally averaged
sea level pressure in the first half of the season, and
intraseasonal changes in the regional north–south sea
level pressure gradient (Bates et al., 2010). Runoff into
Perth’s surface water supply catchments (20 km inland
from the coast, directly inland from Perth, Western
Australia) has decreased by 50% (since 1975) following
a 16% reduction in rainfall (Silberstein et al., 2012).
Across the forested water supply catchments of the
Darling Plateau, declining rainfall has led to a shift
from perennial to ephemeral streams (Bari & Smettem,
2004). A decrease in the annual runoff coefficient (run-
off/rainfall) in the last decade suggests that a new
hydrologic regime has developed with important impli-
cations for future surface water supply to Perth
(Petrone et al., 2010; Hughes et al., 2012). The identified
synoptic influences on declining rainfall have a regional
extent, so forested catchments across the entire south-
west of Western Australia may also experience declin-
ing rainfall and hence, declines in runoff. Modeled
scenarios using input from 15 Global Climate Change
Models (GCMs) are also projecting further declines in
surface runoff (Silberstein et al., 2012) and lower
groundwater levels for forested catchments by 2030
(Ali et al., 2012).
At intermediate spatial scales (1000 km
2
) when the
dominant limitation to plant growth is water, the leaf
Correspondence: Keithl R. J. Smettem, tel. +61864881692, fax
+61864881015, e-mail: smettem@sese.uwa.edu.au
© 2013 John Wiley & Sons Ltd 1
Global Change Biology (2013), doi: 10.1111/gcb.12223