AIRBORNE FOREST MONITORING DURING SMAPEX-3 CAMPAIGN
C.Vittucci(1), L.Guerriero(1), P.Ferrazzoli(1), R. Rahmoune(1),
M.Tanase(2), R.Panciera (2), A.Monerris(3), C. Rüdiger(3), J.P.Walker(3)
(1) DICII, Tor Vergata University, Roma, Italy, Email: vittucci@disp.uniroma2.it
(2) CRC-SI, University of Melbourne, Melbourne, Australia
(3) Department of Civil Engineering, Monash University, Clayton, Australia
ABSTRACT
This study investigates the potentialities offered by active
and passive simultaneous acquisitions at L band for
monitoring of soil moisture in forested areas. Airborne data,
acquired over the moderately dense Gillenbah forest in the
framework of SMAPEx-3 project, have been analyzed to
derive the sensitivity of emissivity and backscattering
coefficient to soil moisture variations during the campaign,
considering a full set of ground measurements characterizing
the forest environment.
Index Terms— SMAPEx, soil moisture, forests.
1. INTRODUCTION
To address the requirement for higher resolution soil
moisture data, the National Aeronautics and Space
Administration (NASA) has proposed the Soil Moisture
Active Passive (SMAP) mission, with an expected launch
date in 2014. This mission will provide global maps of soil
moisture at ~9 km spatial resolution with a 2-3 days repeat
through the combined use of radiometer data at 36 km and
radar data at 3 km spatial resolution [1]. The Soil Moisture
Active and Passive Experiment (SMAPEx) consisted of
three airborne campaigns held in the Murrumbidgee
Catchment (New South Wales, Australia) between 2010 and
2011, in order to encompass seasonal variations of soil
moisture and vegetation [2]. The SMAPEx airborne facility
consists of the Polarimetric L-band Multibeam Radiometer
(PLMR; 1.41 GHz) and the Polarimetric L-band Imaging
Synthetic aperture radar (PLIS; 1.26 GHz) which, when used
together on the same aircraft at a flight altitude of 3 km,
allows acquiring SMAP-like data with passive microwave
footprints at 1km and active microwave footprints at better
than 10m resolution [3, 4]. The present study focuses on the
analysis of passive data collected over the Gillenbah and
Boona State Forests during the third SMAPEx campaign
(SMAPEx-3), which took place during the austral spring in
September 2011. A sensitivity analysis to soil moisture
content and tree biophysical parameters, provided by the
ground sampling in the growing season, has been performed.
The SMAPEx-3 data have been interpreted using the
theoretical model developed at Tor Vergata University, and
will be used to test and verify earlier theoretical findings [5].
The model is based on a discrete approach and is able to
simulate both active and passive microwave signature of
forests [6, 7].
2. DATASET
A total of eight PLIS/PLMR flights were conducted over
Gillenbah (7 km x 8 km) and Boona State Forests during the
austral spring (5
th
to 23
rd
September 2011) in the Yanco
Region (NSW, Australia), together with a detailed forest
inventory accounting for vegetation structure (Fig.1). This
area presents semiarid characteristics and has been
monitored since 2001 for remote sensing purposes [8]. The
main trees species in the forests are Murray Pine (Calitris
Glucophylla) and mixed Murray Pine and Grey Box
(Eucalyptus microcarpa).
Ground sampling and inventory was performed at 20
locations. In the Gillenbah Forest, 12 different sites
consisting of 5 plots each, were sampled to characterize an
area of about 1ha around the site center. Inside each plot, all
trees with diameter at breast height (DBH) > 5 cm were
recorded and the total and crown height [m] were measured.
The smaller trees (DBH < 5 cm) were counted and their
average height visually estimated. The total biomass for each
tree was calculated using allometric equations [9, 10] and
aggregated at plot level [t ha
-1
]. For representative trees, the
crown (CWC [m
3
/m
3
]) and trunk water content (TWC
[m
3
/m
3
]) were measured for each tree species. Soil moisture
(SM [m
3
/m
3
]) and soil surface temperature (Ts [K]) were
measured using Hydraprobe instruments.
987 978-1-4799-1114-1/13/$31.00 ©2013 IEEE IGARSS 2013