Costs of sea dikes – regressions and uncertainty estimates
Failure to consider the costs of adaptation strategies can be seen by decision makers as a barrier to implementing coastal protection measures. In order to validate adaptation strategies to sea-level rise in the form of coastal protection, a consistent and repeatable assessment of the costs is neces...
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doaj-faecd2bc83594c3d8792bc77344a94682020-11-24T20:58:48ZengCopernicus PublicationsNatural Hazards and Earth System Sciences1561-86331684-99812017-05-0117576577910.5194/nhess-17-765-2017Costs of sea dikes – regressions and uncertainty estimatesS. Lenk0D. Rybski1O. Heidrich2R. J. Dawson3J. P. Kropp4Potsdam Institute for Climate Impact Research – PIK, Member of Leibniz Association, P.O. Box 601203, 14412 Potsdam, GermanyPotsdam Institute for Climate Impact Research – PIK, Member of Leibniz Association, P.O. Box 601203, 14412 Potsdam, GermanySchool of Civil Engineering & Geosciences & Tyndall Centre for Climate Change Research, Newcastle University, Newcastle upon Tyne NE1 7RU, UKSchool of Civil Engineering & Geosciences & Tyndall Centre for Climate Change Research, Newcastle University, Newcastle upon Tyne NE1 7RU, UKPotsdam Institute for Climate Impact Research – PIK, Member of Leibniz Association, P.O. Box 601203, 14412 Potsdam, GermanyFailure to consider the costs of adaptation strategies can be seen by decision makers as a barrier to implementing coastal protection measures. In order to validate adaptation strategies to sea-level rise in the form of coastal protection, a consistent and repeatable assessment of the costs is necessary. This paper significantly extends current knowledge on cost estimates by developing – and implementing using real coastal dike data – probabilistic functions of dike costs. Data from Canada and the Netherlands are analysed and related to published studies from the US, UK, and Vietnam in order to provide a reproducible estimate of typical sea dike costs and their uncertainty. We plot the costs divided by dike length as a function of height and test four different regression models. Our analysis shows that a linear function without intercept is sufficient to model the costs, i.e. fixed costs and higher-order contributions such as that due to the volume of core fill material are less significant. We also characterise the spread around the regression models which represents an uncertainty stemming from factors beyond dike length and height. Drawing an analogy with project cost overruns, we employ log-normal distributions and calculate that the range between 3<i>x</i> and <i>x</i>∕3 contains 95 % of the data, where <i>x</i> represents the corresponding regression value. We compare our estimates with previously published unit costs for other countries. We note that the unit costs depend not only on the country and land use (urban/non-urban) of the sites where the dikes are being constructed but also on characteristics included in the costs, e.g. property acquisition, utility relocation, and project management. This paper gives decision makers an order of magnitude on the protection costs, which can help to remove potential barriers to developing adaptation strategies. Although the focus of this research is sea dikes, our approach is applicable and transferable to other adaptation measures.http://www.nat-hazards-earth-syst-sci.net/17/765/2017/nhess-17-765-2017.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
S. Lenk D. Rybski O. Heidrich R. J. Dawson J. P. Kropp |
spellingShingle |
S. Lenk D. Rybski O. Heidrich R. J. Dawson J. P. Kropp Costs of sea dikes – regressions and uncertainty estimates Natural Hazards and Earth System Sciences |
author_facet |
S. Lenk D. Rybski O. Heidrich R. J. Dawson J. P. Kropp |
author_sort |
S. Lenk |
title |
Costs of sea dikes – regressions and uncertainty estimates |
title_short |
Costs of sea dikes – regressions and uncertainty estimates |
title_full |
Costs of sea dikes – regressions and uncertainty estimates |
title_fullStr |
Costs of sea dikes – regressions and uncertainty estimates |
title_full_unstemmed |
Costs of sea dikes – regressions and uncertainty estimates |
title_sort |
costs of sea dikes – regressions and uncertainty estimates |
publisher |
Copernicus Publications |
series |
Natural Hazards and Earth System Sciences |
issn |
1561-8633 1684-9981 |
publishDate |
2017-05-01 |
description |
Failure to consider the costs of adaptation strategies can be seen
by decision makers as a barrier to implementing coastal protection measures.
In order to validate adaptation strategies to sea-level rise in the form of
coastal protection, a consistent and repeatable assessment of the costs is
necessary. This paper significantly extends current knowledge on cost
estimates by developing – and implementing using real coastal dike data –
probabilistic functions of dike costs. Data from Canada and the Netherlands
are analysed and related to published studies from the US, UK, and Vietnam in
order to provide a reproducible estimate of typical sea dike costs and their
uncertainty. We plot the costs divided by dike length as a function of height
and test four different regression models. Our analysis shows that a linear
function without intercept is sufficient to model the costs, i.e. fixed
costs and higher-order contributions such as that due to the volume of core
fill material are less significant. We also characterise the spread around
the regression models which represents an uncertainty stemming from factors
beyond dike length and height. Drawing an analogy with project cost overruns,
we employ log-normal distributions and calculate that the range between 3<i>x</i>
and <i>x</i>∕3 contains 95 % of the data, where <i>x</i> represents the corresponding
regression value. We compare our estimates with previously published unit
costs for other countries. We note that the unit costs depend not only on the
country and land use (urban/non-urban) of the sites where the dikes are being
constructed but also on characteristics included in the costs, e.g. property
acquisition, utility relocation, and project management. This paper gives
decision makers an order of magnitude on the protection costs, which can help
to remove potential barriers to developing adaptation strategies. Although
the focus of this research is sea dikes, our approach is applicable and
transferable to other adaptation measures. |
url |
http://www.nat-hazards-earth-syst-sci.net/17/765/2017/nhess-17-765-2017.pdf |
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