Hedging Climate Risks with Derivatives

With short-term and seasonal variations filtered out, the data for the climate is closer to stationary, predictable for some time in the future and can be approximated with a Markov process, thus demonstrating that climate and weather time series exhibit diffeing characteristics. Hence, based on statistical analysis of the temperature time series, we consider an Ornstein-Uhlenbeck process for the dynamics of the global mean temperature and use semi-empirical models for estimating the global sea-level response. We then use the concept of absence of arbitrage opportunities and define a simple pricing rule with stochastic interest rates for evaluating climate derivatives. Finally, we discuss three financial products that enable different parties who feel vulnerable to climate change to hedge their risks or shoulder additional risks where a cost-benefit advantage exists, and we describe their pricing formula. We first consider a digital coupon swap allowing two parties to bet on sea-level rise at different fixing time and then introduce a climate default swap providing a party with protection against a rise in the sea-level where the default is the first passage time of an up barrier. As a special case, we look at the pricing of a climate default bond or nature-linked bond.

[1]  A Gu,et al.  Breaking down barriers , 2018, Nature Astronomy.

[2]  Gonzalo Cortazar,et al.  Implementing a stochastic model for oil futures prices , 2003 .

[3]  M. Collins,et al.  The internal climate variability of HadCM3, a version of the Hadley Centre coupled model without flux adjustments , 2001 .

[4]  Jim W. Hall,et al.  Sea-level rise: coastal impacts and responses , 2006 .

[5]  S. Rahmstorf,et al.  Global sea level linked to global temperature , 2009, Proceedings of the National Academy of Sciences.

[6]  P. Barrieu Produits dérivés météorologiques et environnement , 2002 .

[7]  A. Bunde,et al.  Trend evaluation in records with long‐term memory: Application to global warming , 2009 .

[8]  Anny Cazenave,et al.  Recent Climate Observations Compared to Projections , 2007, Science.

[9]  N. White,et al.  A 20th century acceleration in global sea‐level rise , 2006 .

[10]  Oleg O. Ribak Statistical structure of air surface temperature time series , 2009 .

[11]  Chin Y. Kuo,et al.  Greenhouse Effect, Sea Level Rise, and Coastal Drainage Systems , 1987 .

[12]  D. Darling,et al.  THE FIRST PASSAGE PROBLEM FOR A CONTINUOUS MARKOFF PROCESS , 1953 .

[13]  Gary Yohe,et al.  To Hedge or Not Against an Uncertain Climate Future? , 2004, Science.

[14]  Sebastiaan N. Jonkman,et al.  Cost benefit analysis and flood damage mitigation in the Netherlands , 2004 .

[15]  H. Stern Evaluating the cost of protecting against global climate change: Options pricing theory and weather derivatives , 2005 .

[16]  D. Heath,et al.  Bond Pricing and the Term Structure of Interest Rates: A Discrete Time Approximation , 1990, Journal of Financial and Quantitative Analysis.

[17]  Planning for Sea Level Rise and Shore Protection Under Climate Uncertainty , 1997 .

[18]  J. Elsner,et al.  A characteristic time scale in the global temperature record , 1998 .

[19]  L. Carraro,et al.  Model risk in the pricing of weather derivatives , 2004 .

[20]  Anastasios A. Tsonis,et al.  ANTI-PERSISTENCE IN THE GLOBAL TEMPERATURE ANOMALY FIELD , 2007 .

[21]  W Ogana,et al.  Contribution of Working Group 1 to the Third Assessment Report of the Intergovernmental Panel on Climate Change , 2001 .

[22]  J. Harrison,et al.  Brownian motion and stochastic flow systems , 1986 .

[23]  Eduardo S. Schwartz,et al.  A Simple Approach to Valuing Risky Fixed and Floating Rate Debt , 1995 .

[24]  Boualem Djehiche,et al.  On modelling and pricing weather derivatives , 2002 .

[25]  Monique Jeanblanc,et al.  Incompleteness of markets driven by a mixed diffusion , 2000, Finance Stochastics.

[26]  P. Imkeller,et al.  Stochastic climate models , 2001 .

[27]  R. Hanson Could gambling save science? Encouraging an honest consensus , 1995 .

[28]  Melanie Cao,et al.  Pricing Weather Derivative : An Equilibrium Approach , 1999 .

[29]  J. Houghton,et al.  Climate change 2001 : the scientific basis , 2001 .

[30]  A. H. Gordon Global Warming as a Manifestation of a Random Walk , 1991 .