A water risk index for portfolio exposure to climatic extremes: conceptualization and an application to the mining industry
Corporations, industries and non-governmental organizations have become increasingly concerned with growing water risks in many parts of the world. Most of the focus has been on water scarcity and competition for the resource between agriculture, urban users, ecology and industry. However, water ris...
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doaj-a5c34d3c34544f8891fd7297effd21c32020-11-24T22:44:10ZengCopernicus PublicationsHydrology and Earth System Sciences1027-56061607-79382017-04-012142075210610.5194/hess-21-2075-2017A water risk index for portfolio exposure to climatic extremes: conceptualization and an application to the mining industryL. Bonnafous0U. Lall1J. Siegel2Columbia Water Center, Columbia University, New York, NY 10031, USAColumbia Water Center, Columbia University, New York, NY 10031, USAEarth and Environmental Engineering Department, Columbia University, New York, NY 10031, USACorporations, industries and non-governmental organizations have become increasingly concerned with growing water risks in many parts of the world. Most of the focus has been on water scarcity and competition for the resource between agriculture, urban users, ecology and industry. However, water risks are multi-dimensional. Water-related hazards include flooding due to extreme rainfall, persistent drought and pollution, either due to industrial operations themselves, or to the failure of infrastructure. Most companies have risk management plans at each operational location to address these risks to a certain design level. The residual risk may or may not be managed, and is typically not quantified at a portfolio scale, i.e. across many sites. Given that climate is the driver of many of these extreme events, and there is evidence of quasi-periodic climate regimes at inter-annual and decadal timescales, it is possible that a portfolio is subject to persistent, multi-year exceedances of the design level. In other words, for a multi-national corporation, it is possible that there is correlation in the climate-induced portfolio water risk across its operational sites as multiple sites may experience a hazard beyond the design level in a given year. Therefore, from an investor's perspective, a need exists for a water risk index that allows for an exploration of the possible space and/or time clustering in exposure across many sites contained in a portfolio. This paper represents a first attempt to develop an index for financial exposure of a geographically diversified, global portfolio to the time-varying risk of climatic extremes using long daily global rainfall datasets derived from climate re-analysis models. Focusing on extreme daily rainfall amounts and using examples from major mining companies, we illustrate how the index can be developed. We discuss how companies can use it to explore their corporate exposure, and what they may need to disclose to investors and regulators to promote transparency as to risk exposure and mitigation efforts. For the examples of mining companies provided, we note that the actual exposure is substantially higher than would be expected in the absence of space and time correlation of risk as is usually tacitly assumed. We also find evidence for the increasing exposure to climate-induced risk, and for decadal variability in exposure. The relative vulnerability of different portfolios to multiple extreme events in a given year is also demonstrated.http://www.hydrol-earth-syst-sci.net/21/2075/2017/hess-21-2075-2017.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
L. Bonnafous U. Lall J. Siegel |
spellingShingle |
L. Bonnafous U. Lall J. Siegel A water risk index for portfolio exposure to climatic extremes: conceptualization and an application to the mining industry Hydrology and Earth System Sciences |
author_facet |
L. Bonnafous U. Lall J. Siegel |
author_sort |
L. Bonnafous |
title |
A water risk index for portfolio exposure to climatic extremes: conceptualization and an application to the mining industry |
title_short |
A water risk index for portfolio exposure to climatic extremes: conceptualization and an application to the mining industry |
title_full |
A water risk index for portfolio exposure to climatic extremes: conceptualization and an application to the mining industry |
title_fullStr |
A water risk index for portfolio exposure to climatic extremes: conceptualization and an application to the mining industry |
title_full_unstemmed |
A water risk index for portfolio exposure to climatic extremes: conceptualization and an application to the mining industry |
title_sort |
water risk index for portfolio exposure to climatic extremes: conceptualization and an application to the mining industry |
publisher |
Copernicus Publications |
series |
Hydrology and Earth System Sciences |
issn |
1027-5606 1607-7938 |
publishDate |
2017-04-01 |
description |
Corporations, industries and non-governmental
organizations have become increasingly concerned with growing water risks in
many parts of the world. Most of the focus has been on water scarcity and
competition for the resource between agriculture, urban users, ecology and
industry. However, water risks are multi-dimensional. Water-related hazards
include flooding due to extreme rainfall, persistent drought and pollution,
either due to industrial operations themselves, or to the failure of
infrastructure. Most companies have risk management plans at each
operational location to address these risks to a certain design level. The
residual risk may or may not be managed, and is typically not quantified at
a portfolio scale, i.e. across many sites. Given that climate is the driver
of many of these extreme events, and there is evidence of quasi-periodic
climate regimes at inter-annual and decadal timescales, it is possible that
a portfolio is subject to persistent, multi-year exceedances of the design
level. In other words, for a multi-national corporation, it is possible that
there is correlation in the climate-induced portfolio water risk across its
operational sites as multiple sites may experience a hazard beyond the
design level in a given year. Therefore, from an investor's perspective, a
need exists for a water risk index that allows for an exploration of the
possible space and/or time clustering in exposure across many sites
contained in a portfolio. This paper represents a first attempt to develop
an index for financial exposure of a geographically diversified, global
portfolio to the time-varying risk of climatic extremes using long daily
global rainfall datasets derived from climate re-analysis models. Focusing
on extreme daily rainfall amounts and using examples from major mining
companies, we illustrate how the index can be developed. We discuss how
companies can use it to explore their corporate exposure, and what they may
need to disclose to investors and regulators to promote transparency as to
risk exposure and mitigation efforts. For the examples of mining companies
provided, we note that the actual exposure is substantially higher than
would be expected in the absence of space and time correlation of risk as is usually tacitly assumed. We also find evidence for the increasing exposure
to climate-induced risk, and for decadal variability in exposure. The
relative vulnerability of different portfolios to multiple extreme events in
a given year is also demonstrated. |
url |
http://www.hydrol-earth-syst-sci.net/21/2075/2017/hess-21-2075-2017.pdf |
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