Barkwith, A.; Wang, L.; Jackson, C.; Ellis, M.. 2011 Introducing the DESC model : assessing the dynamics of environmental sensitivity to climate change. [Poster] In: Model Fusion Conference, London, UK, 28-29 Nov 2011. (Unpublished)
Abstract
The impact of climate change is typically cast in terms of the change in one of
a few climate parameters (for example, temperature, precipitation, or water
vapor). Another category of impact, and one that is relatively poorly
understood, is the direct impact to specific coupled physical-biological
environments. Environmental response to climate change is potentially
complex, as there are multiple surface-processes coupled to varying degrees,
and the system can have more inertia (or memory) than the climate system.
There is, for example, potential for non-linear responses to slow, or uniform,
changes in the external (climate) forcing. In response to the lack of
appropriate holistic models tackling environmental change, we initiated a
research programme to address the dynamics of environmental sensitivity to
climate change (DESC). The DESC project seeks to explore the interactions that exist between Earth
systems at a range of spatio-temporal scales by coupling current landscape
evolution modelling technologies to a host of bespoke geo-processing
modules. Landscape evolution models are well established, providing the
perfect base with which to fuse a variety of Earth systems models, thus
allowing new research to be undertaken into the inter-discipline feedbacks
that determine the role of future climates in shaping the geosphere.
DESC currently uses the well established CAESAR model (Coulthard and Van
De Wiel, 2006) as its kernel; a two-dimensional cellular automaton landscape
evolution model which has a modular design and great versatility in the range
of simulated spatio-temporal scales. Initial research focused on the loose
coupling of CAESAR to the groundwater flow model ZOOMQ3D, investigating
the role of groundwater on sediment transport at the catchment scale. The
Eden Valley (Cumbria, UK) was selected as a test bed for the coupled model
and results suggest that although the volume of sediment transport through
the catchment is not altered, the distribution of sediment erosion and
deposition in the simulation is perturbed by the interplay of baseflow
conditions and storm intensity and frequency.
Using the two complex, computationally intense coupled models over the
catchment scale on the required temporal scales crated an undesirably long
processing time (in the region of one week of processing per five years of
simulation). The groundwater aspect of the coupled model is currently being
replaced by a bespoke, cellular, distributed, coupled surface-subsurface water
flow model, which will be incorporated into CAESAR. This hydrological model
has decreased data storage needs and a simulation time in the region of two
orders of magnitude faster than the original model, whilst continuing to
calculate a range of hydrological parameters at individual nodes. Future
versions of DESC will incorporate shallow landslides, dynamic vegetation,
hillslope creep and transient discharges, creating a base model from which a
variety of climate-derived, looped feedback research can be undertaken at
daily to centennial timescales.
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