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International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XXXIX-B8, 2012
XXII ISPRS Congress, 25 August — 01 September 2012, Melbourne, Australia
GULLIES, GOOGLE EARTH AND THE GREAT BARRIER REEF: A REMOTE
SENSING METHODOLOGY FOR MAPPING GULLIES OVER EXTENSIVE AREAS
U. Gilad, R. Denham and D. Tindall
Remote Sensing Centre, Queensland Dept. of Environment and Resource Management, ESP, GPO Box 2454, Brisbane,
QLD, 4001, Australia - (uri.gilad, robert.denham, dan.tindall)@derm.qld.gov.au
KEY WORDS: Environment, Geomorphology, Mapping, GIS, Prediction, Modelling, Imagery
ABSTRACT:
Recent work suggests that gully erosion is the main contributor of sediments to the Great Barrier Reef, Australia. The objectives of
this study were to identify the location of gullies as well as the landscape characteristics associated with gully presence in the
Burdekin Catchment. Data were collected by random sampling using Google Earth. A spatial-statistical analysis allowed the
exclusion of areas where gullies were less likely to be present. The remaining gully sensitive areas were then manually mapped by
using Google Earth, assisting in the creation of a predictive map. A semi-quantitative gully presence map was also created by
visually inspecting imagery at 5 km x 5 km grid cell scale. Results show a strong relationship between gully presence and drainage
features, low tree cover and low slopes. The resulting predictive map has correctly allocated more than 90% of gullies within less
than 20% of the Burdekin’s area, yet uncertainties still remain. The manually derived mapping product comprises the most
comprehensive gully data available for the Burdekin, while the high-resolution predictive map and the 5 km x 5 km grid map will
allow better targeting of gullied areas in later stages of this research. This study also provides a methodology that can be applied to
mapping gullies over extensive areas. It demonstrates how Google Earth could be used as a reliable platform for mapping gullies and
discusses the limitations in the use of remotely sensed data for gully mapping and modelling.
1. INTODUCTION
Until recently, hillslope erosion was thought to be the dominant
contributor of sediments to the Great Barrier Reef (GBR).
However, recent work is challenging this assumption, with
suggestions that in some subcatchments most of the sediment
load is being derived from gully erosion (Bartley et al., 2007).
Evidence also suggests that fine sediment particles are of most
concern to reef water quality and significant amounts of these
are derived from gullies. Consequently, it is important to know
where gullies occur in the contributing catchments, as well as to
identify the types of landscapes and environmental factors that
are associated with gully formation. In the last few years efforts
have focused on the Burdekin Catchment (130,000 km?), the
fifth largest river catchment in Australia (Bartley et al., 2007)
which is the largest contributor of sediments to the Reef. The
Remote Sensing Centre of the Queensland Department of
Environment and Resource Management, supported by the
QScape program, has been undertaking this study aiming to
identify the location of gullies and the environmental conditions
associated with gully formation in the Burdekin Catchment.
2. STUDY AREA
The Burdekin Catchment in central Queensland, Australia,
covers 130,000 km? consisting of almost a third of the total
Reef drainage area (Figure 1). The climate of the Burdekin is
defined as dry-tropical, ranging between 500-1500mm a year
(Dight, 2009). The most prevalent land use is grazing which
accounts for about 90% of the sediments and nutrients exported
to the reef (Brodie et al., 2003). At the heart of the catchment is
the Burdekin Falls Dam which captures about 60% of the
sediments that reach the Lake Dalrymple during flood events
(Bainbridge et al., 2008). The dam's location and ability to trap
sediments reduces the volume of sediments that arrive from
above the dam to only about 20% of the total sediment load that
is exported from the catchment. The remaining 80% of the load
is being transported from the river systems below the dam, in
particular the Bowen and Broken rivers (Figure 1).
Burdekin Catchment (above dam)
RASE Burdekin Catchment (below dam) |
Other GBR catchment
Non:GBR catchment
GBR Marine Park
SÉ» Lake Dalrymple E
Figure 1. Queensland catchments and the Great Barrier Reef
Marine Park boundary.