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Wetterderivate: Ein Instrument im Risikomanagement für die Landwirtschaft? AgEcon
Berg, Ernst; Schmitz, Bernhard; Starp, Michael; Trenkel, Hermann.
The risks associated with farming activities are likely to increase in the future. It, therefore, appears worthwhile to analyse new risk management instruments. This paper investigates weather derivatives for which a market has already emerged in the USA. Contrary to traditional financial derivatives, their payoff is determined by future weather events, such as temperature or precipitation. Thus, they hedge risks which result from climate. Since they address production risks they are complementary to instruments that hedge price risks, such as future markets. The objective of the paper is to evaluate the economic impacts of weather derivatives and to assess their potential as farm level instruments of risk management. After outlining the main...
Tipo: Journal Article Palavras-chave: Weather derivatives; Weather risk; Risk management; Stochastic simulation; Financial Economics; Risk and Uncertainty.
Ano: 2005 URL: http://purl.umn.edu/97213
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WEATHER DERIVATIVES AND SPECIFIC EVENT RISK AgEcon
Turvey, Calum G..
This paper investigates the relationship between weather events and agricultural risks. Specific event risks are defined by outcomes related to a specific event such as low temperature and rainfall. Using Ontario data this paper describes specific events and shows how these specific events can be insured using weather derivatives and insurance.
Tipo: Conference Paper or Presentation Palavras-chave: Heat insurance; Rainfall insurance; Weather derivatives; Weather options; Crop insurance; Agricultural risk; Risk and Uncertainty.
Ano: 1999 URL: http://purl.umn.edu/21550
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Zur Reduzierung niederschlagsbedingter Produktionsrisiken mit Wetterderivaten AgEcon
Musshoff, Oliver; Odening, Martin; Xu, Wei.
In this paper we price a precipitation option based on empirical weather data from Germany using different pricing methods, among them the burn analysis, index value simulation and daily simulation. For that purpose we develop a daily precipitation model. Moreover, a decorrelation analysis is proposed to analyse the spatial basis risk that is inherent to rainfall derivatives. The models are applied to precipitation data in Brandenburg, Germany. Based on simplifying assumptions of the production function we quantify and compare the risk exposure of grain producers with and without rainfall insurance. It turns out that a considerable risk remains with producers who are located remotely from the weather station. Another finding is that significant differences...
Tipo: Working or Discussion Paper Palavras-chave: Weather risk; Weather derivatives; Precipitation model; Basis risk; Resource /Energy Economics and Policy; Risk and Uncertainty.
Ano: 2005 URL: http://purl.umn.edu/18822
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Alternative Hedging Strategies in Maize Production to Cope with Climate Variability and Change AgEcon
Fuhrer, Jurg; Beniston, Martin; Calanca, Pierluigi; Torriani, Daniele Simone.
Climate change with increasing climate variability is likely to alter risks in agricultural production. The effectiveness of using weather derivatives to hedge against drought risks for rain-fed grain maize production was investigated for current (1981-2003) and future (2070- 2100) climates in Switzerland. The climate change scenario was extrapolated from results of a regional climate model (HIRHAM4) based on the IPCC A2 emission scenario. In addition, a sensitivity analysis was performed by varying the mean and variance of the initial probability space for the seasonal precipitation sum. Profits and risks with and without hedging were compared using the analogy of the value-at-risk measure (VaR), i.e., a quantile-based measure of risk. A Monte Carlo chain...
Tipo: Conference Paper or Presentation Palavras-chave: Climatic change; Climate risks; Drought; Maize production; Weather derivatives; Hedging; Crop Production/Industries; Environmental Economics and Policy; Risk and Uncertainty.
Ano: 2007 URL: http://purl.umn.edu/9275
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Identification of stochastic processes for an estimated icewine temperature hedging variable AgEcon
Cyr, Don; Kusy, Martin.
Weather derivatives are a relatively new form of financial security that can provide firms with the ability to hedge against the impact of weather related risks to their activities. Participants in the energy industry have employed standardized weather contracts trading on organized exchanges since 1999 and the interest in non-standardized contracts for specialized weather related risks is growing at an increasing rate. The purpose of this paper is to examine the potential use of weather derivatives to hedge against temperature related risks in Canadian ice wine production. Specifically we examine historical data for the Niagara region of the province of Ontario, Canada, the largest icewine producing region of the world, to determine an appropriate...
Tipo: Working or Discussion Paper Palavras-chave: Wine market; Weather derivatives; Weather hedging; Agribusiness; Agricultural Finance; Crop Production/Industries; Environmental Economics and Policy; G13; G32; Q14; Q51; Q54.
Ano: 2007 URL: http://purl.umn.edu/37298
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Modeling and Pricing Rain Risk AgEcon
Musshoff, Oliver; Odening, Martin; Xu, Wei.
In this paper we price a precipitation option based on empirical weather data from Germany using different pricing methods, among them Burn Analysis, Index Value Simulation and Daily Simulation. For that purpose we develop a daily precipitation model. Moreover, a decorrelation analysis is proposed to assess the spatial basis risk that is inherent to rainfall derivatives. The models are applied to precipitation data in Brandenburg, Germany. Based on simplifying assumptions of the production function, we quantify and compare the risk exposure of grain producers with and without rainfall insurance. It turns out that a considerable risk remains with producers who are remotely located from the weather station. Another finding is that significant differences may...
Tipo: Conference Paper or Presentation Palavras-chave: Weather risk; Weather derivatives; Precipitation model; Basis risk; Resource /Energy Economics and Policy; Risk and Uncertainty; C8; Q14; Q54.
Ano: 2006 URL: http://purl.umn.edu/25386
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Weather-based instruments in the context of whole farm risk management AgEcon
Berg, Ernst; Schmitz, Bernhard.
Recent and presumable future developments tend to increase the risks associated with farming activities. These include climate risks which have always played an important role in farming. Weather based instruments can be valuable tools to reduce the risk associate with unfavourable climatic events. However, a number of factors can limit the hedging effectiveness of these tools. These factors include basis risk, the impacts of remaining price uncertainty and diversification effects. The paper addresses the influence of each of these factors. In its final part an integrated approach for a comprehensive assessment of weather derivatives and other hedging instruments is proposed that is based on the concept of portfolio optimisation.
Tipo: Conference Paper or Presentation Palavras-chave: Downside risk; Portfolio optimisation; Risk management; Risk-value models; Weather derivatives; Risk and Uncertainty.
Ano: 2007 URL: http://purl.umn.edu/9269
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Index based compensation for weather risk in the Italian agriculture. A feasibility study based on actual historic data AgEcon
Cafiero, Carlo; Angelucci, Federica; Capitanio, Fabian; Vollaro, Michele.
The paper explores the feasibility of the use of weather index based derivatives for farms' risk management in an Italian province. Based on a combination of detailed local weather data and of data on farms' yields, various possible weather indexes are found that are highly correlated with yields of the major crops in the area. Simulations show that hedging through such index based derivatives can be effective in protecting the stability of farms' incomes, at a cost that is likely to be much lower than that of the current system of subsidized crop insurance and ex-post compensation.
Tipo: Conference Paper or Presentation Palavras-chave: Agricultural risk management; Weather derivatives; Index based yield insurance.; Production Economics; Risk and Uncertainty.
Ano: 2007 URL: http://purl.umn.edu/9261
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Hedging von Mengenrisiken in der Landwirtschaft – Wie teuer dürfen „ineffektive“ Wetterderivate sein? AgEcon
Musshoff, Oliver; Hirschauer, Norbert.
Since the mid-nineties, agricultural economists discuss the suitability of “weather derivatives” as hedging instruments for volumetric risks in agriculture. Contrary to traditional insurance contracts, the payoffs of such derivatives are linked to weather indices (e.g. accumulated rainfall or temperature over a certain period) that are measured objectively at a defined meteorological station. While weather derivatives thus circumvent the problem of moral hazard and adverse selection, weather derivative markets for the agricultural sector are still in their infancy all-over the world. Some economists attribute this to theoretical valuation problems and the lack of a pricing method which is accepted by all market participants. Others think that the low...
Tipo: Journal Article Palavras-chave: Weather derivatives; Rainfall risk; Willingness-to-pay; Portfolio optimization; Hedging of volumetric risk; Farm Management; Financial Economics; Risk and Uncertainty.
Ano: 2008 URL: http://purl.umn.edu/97605
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Willingness to Pay for Weather Derivatives by Australian Wheat Farmers AgEcon
Simmons, Phil; Edwards, Miriam; Byrnes, Joel.
A theoretical optimal hedging model is developed to determine potential demand from Australian farmers for a hedging tool to remove the economic consequences of climate related variability in wheat yield. In the past, financial instruments have been developed to hedge price risk on capital markets; however, in more recent times new financial instruments, weather derivatives, have been developing that hedge the volumetric risk associated with unfavourable weather. Weather derivatives have the ability to effectively hedge weather related volume risk for the agricultural, mining, energy and manufacturing industries, while also providing a risk management tool for construction firms and special events organisers, although there are still many hurdles to...
Tipo: Conference Paper or Presentation Palavras-chave: Weather derivatives; Risk; Hedging; Wheat; Crop Production/Industries; Risk and Uncertainty.
Ano: 2007 URL: http://purl.umn.edu/9262
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An Internet-Based Tool for Weather Risk Management AgEcon
Turvey, Calum G.; Norton, Michael T..
This paper introduces a web-based computer program designed to evaluate weather risk man-agement and weather insurance in the United States. The paper outlines the economics of weather risk in terms of agricultural production and household well-being; defines weather risk in terms of intensity, duration, and frequency; and illustrates the computer program use by comparing heat and precipitation risks at Ardmore, Oklahoma, and Ithaca, New York.
Tipo: Journal Article Palavras-chave: Weather insurance; Heat insurance; Precipitation insurance; Crop insurance; Weather derivatives; Risk and Uncertainty.
Ano: 2008 URL: http://purl.umn.edu/44739
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Spatial Aggregation and Weather Risk Management AgEcon
Woodard, Joshua D.; Garcia, Philip.
Previous studies identify limited potential efficacy of weather derivatives in hedging agricultural exposures. In contrast to earlier studies which investigate the problem at low levels of aggregation, we find using straight forward temperature contracts that better weather hedging opportunities exist at higher levels of spatial aggregation. Aggregating production exposures reduces idiosyncratic (i.e. localized or region specific) risk, leaving a greater proportion of the total risk in the form of systemic weather risk which can be effectively hedged using weather derivatives. The aggregation effect suggests that the potential for weather derivatives in agriculture may be greater than previously thought, particularly for aggregators of risk such as...
Tipo: Conference Paper or Presentation Palavras-chave: Weather derivatives; Spatial aggregation; Corn; Yield risk; Crop insurance; Hedging; Risk and Uncertainty.
Ano: 2007 URL: http://purl.umn.edu/9832
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THE PRICING OF DEGREE-DAY WEATHER OPTIONS AgEcon
Turvey, Calum G..
This paper presents a model and framework for pricing degree-day weather derivatives when the weather variable is a non-traded asset. Using daily weather data from 1840-1996 it is shown that a degree-day weather index exhibits stable volatility and satisfies the random walk hypothesis. The paper compares the options prices from the recommended model and compares it to a typical insurance-type model. The results show that the insurance model overprices the option value at-the-money and this may explain why the bid-ask spreads in the weather derivatives market is sometimes very large.
Tipo: Working or Discussion Paper Palavras-chave: Weather derivatives; Degree-day options; Weather risk; Marketing; Risk and Uncertainty.
Ano: 2001 URL: http://purl.umn.edu/34109
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Managing Dairy Profit Risk Using Weather Derivatives AgEcon
Chen, Gang; Roberts, Matthew C.; Thraen, Cameron S..
Weather conditions are a primary source of dairy production risk. Hot and humid weather induces heat stress, which reduces lactation. Heat abatement, such as ventilation, directly affects the temperature and humidity. Abatement can increase expected profit, but cannot eliminate the lost revenue caused by heat stress. Weather derivatives can reduce weather-induced profit risk and act as a substitute for abatement at the margin. We test the risk management value of weather derivatives in a utility-maximization framework. The result is that weather derivatives can expand the efficient portfolio frontier. Simultaneously using the weather derivatives and abatement equipment is more favorable than using either alone.
Tipo: Journal Article Palavras-chave: Abatement technology; Mean-variance efficiency; Profit risk; Weather derivatives; Livestock Production/Industries; Risk and Uncertainty.
Ano: 2006 URL: http://purl.umn.edu/8624
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Efficiency of Weather Derivatives as Primary Crop Insurance Instruments AgEcon
Vedenov, Dmitry V.; Barnett, Barry J..
This study analyzes efficiency of weather derivatives as primary insurance instruments for six crop reporting districts that are among the largest producers of corn, cotton, and soybeans in the United States. Specific weather derivatives are constructed for each crop/district combination based on analysis of several econometric models. The performance of the designed weather derivatives is then analyzed both in- and out-of-sample. The primary findings suggest that the optimal structure of weather derivatives varies widely across crops and regions, as does the risk-reducing performance of the optimally designed weather derivatives. Further, optimal weather derivatives required rather complicated combinations of weather variables to achieve reasonable fits...
Tipo: Journal Article Palavras-chave: Agricultural risk management; Crop insurance; Index insurance; Weather derivatives; Risk and Uncertainty.
Ano: 2004 URL: http://purl.umn.edu/30916
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Climate risk management based on climate modes and indices - the potential in Australian agribusinesses AgEcon
Best, Peter; Stone, Roger; Sosenko, Olena.
Global and hemispheric climate indicators have proved useful in many countries for characterising intra- and inter-annual variability in climate processes, agricultural output and biomass production. They also form the basis of successful seasonal climate and production prediction systems for the probability distributions of allied parameters such as rainfall or crop yield. Climate risk management via derivative, insurance or bond instruments has only recently incorporated non-local climate parameters such as "teleconnection" indices in payoff functions and overall design. A feasibility study of using the Southern Oscillation Index in weather derivatives for the Australian wheat industry has suggested several such climate-anomaly indicators as suitable...
Tipo: Conference Paper or Presentation Palavras-chave: Weather derivatives; SOI; Wheat yield; Australian case studies; Climate adaptation; Agribusiness; Risk and Uncertainty.
Ano: 2007 URL: http://purl.umn.edu/9257
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Weather Derivatives as Risk Management Tool in Ecuador: A Case Study of Rice Production AgEcon
Vedenov, Dmitry V.; Sanchez, Leonardo.
This paper analyzes efficiency of weather derivatives as insurance instruments for rice in Ecuador. Weather derivatives were constructed for each county/season combination. Complicated weather models were estimated for the index, and a copula approach was used to get the probability distributions. We find Risk-reducing efficiency varies across county and season.
Tipo: Working or Discussion Paper Palavras-chave: Agricultural risk management; Index insurance; Weather derivatives; Copula approach; Rice production; Agribusiness; Crop Production/Industries; Risk and Uncertainty; Q14; Q59.
Ano: 2011 URL: http://purl.umn.edu/98747
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Zur Bewertung von Wetterderivaten als innovative Risikomanagementinstrumente in der Landwirtschaft AgEcon
Musshoff, Oliver; Odening, Martin; Xu, Wei.
The importance of weather as a production factor in agriculture is well established long time and a significant portion of yield fluctuations is caused by weather risks. Traditionally, farmers have tried to hedge against unfavorable weather using insurance, such as crop insurance. In recent years a new class of instruments, so called weather derivatives, have emerged. They allows to reduce weather based risks as well. Weather derivatives are financial market products such as forwards, futures, options and swaps, that have a weather component such as temperature or rainfall. Although weather derivatives have some advantages compared to traditional insurance, their trading volume is still rather small. One reason (among others) for why potential users...
Tipo: Journal Article Palavras-chave: Weather derivatives; Option pricing; Actuarial methods; Financial methods; Financial Economics; Risk and Uncertainty.
Ano: 2005 URL: http://purl.umn.edu/97216
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Weather Derivatives, Spatial Aggregation, and Systemic Risk: Implications for Reinsurance Hedging AgEcon
Woodard, Joshua D.; Garcia, Philip.
Previous studies identify limited potential efficacy of weather derivatives in hedging agricultural exposures. In contrast to earlier studies which investigate the problem at low levels of aggregation, we find that better weather hedging opportunities may exist at higher levels of spatial aggregation. Aggregating production exposures reduces idiosyncratic risk, leaving a greater proportion of the total risk in the form of systemic weather risk which can be effectively hedged using relatively simple weather derivatives. The aggregation effect suggests that the potential for weather derivatives in agriculture may be greater than previously thought, particularly for aggregators of risk such as reinsurers.
Tipo: Journal Article Palavras-chave: Crop insurance; Hedging; Reinsurance; Spatial aggregation; Systemic risk; Weather derivatives; Risk and Uncertainty.
Ano: 2008 URL: http://purl.umn.edu/36705
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Modelling farm production risk with copulae instead of correlations AgEcon
Schulte-Geers, Matthias; Berg, Ernst.
The optimisation of production plans is an important topic in agriculture, often related to diversification and specialisation as the classical instruments of coping with production risk. Although the measurement of embedded risk is often inaccurate, it is nevertheless necessary for decision making to describe the common behaviour of different variables in a model. Imprecisely defined relationships influence the “right” choice, why it is important to find a good approximation of the real circumstances. In financial science, copula functions are frequently used instead of correlation coefficients to model joint price behaviour, because of the possibility to link the marginal distributions on multifarious ways. By now, agricultural science makes less use of...
Tipo: Conference Paper or Presentation Palavras-chave: Copula; Risk; Weather derivatives; Risk and Uncertainty.
Ano: 2011 URL: http://purl.umn.edu/115996
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