A conceptual model of avalanche hazard

This conceptual model of avalanche hazard identifies the key components of avalanche hazard and structures them into a systematic, consistent workflow for hazard and risk assessments. The method is applicable to all types of avalanche forecasting operations, and the underlying principles can be applied at any scale in space or time. The concept of an avalanche problem is introduced, describing how different types of avalanche problems directly influence the assessment and management of the risk. Four sequential questions are shown to structure the assessment of avalanche hazard, namely: (1) What type of avalanche problem(s) exists? (2) Where are these problems located in the terrain? (3) How likely is it that an avalanche will occur? and (4) How big will the avalanche be? Our objective was to develop an underpinning for qualitative hazard and risk assessments and address this knowledge gap in the avalanche forecasting literature. We used judgmental decomposition to elicit the avalanche forecasting process from forecasters and then described it within a risk-based framework that is consistent with other natural hazards disciplines.

[1]  David M. McClung,et al.  The Elements of Applied Avalanche Forecasting, Part II: The Physical Issues and the Rules of Applied Avalanche Forecasting , 2002 .

[2]  Steven G. Vick Degrees of Belief: Subjective Probability and Engineering Judgment , 2002 .

[3]  E. Lachapelle,et al.  The Fundamental Processes in Conventional Alavalanche Forecasting , 1980, Journal of Glaciology.

[4]  Ice The international classification for seasonal snow on the ground , 1990 .

[5]  D. Mcclung,et al.  The Avalanche Handbook , 1993 .

[6]  F. Savi,et al.  Risk assessment in avalanche-prone areas , 2004, Annals of Glaciology.

[7]  R. Fell Landslide risk assessment and acceptable risk , 1994 .

[8]  Laura Adams,et al.  A SYSTEMS APPROACH TO HUMAN FACTORS AND EXPERT DECISION-MAKING WITHIN CANADIAN AVALANCHE PHENOMENA , 2005 .

[9]  Francis W. Zwiers,et al.  Guidance Note for Lead Authors of the IPCC Fifth Assessment Report on Consistent Treatment of Uncertainties , 2010 .

[10]  John F. Shroder,et al.  Snow and Ice-Related Hazards, Risks, and Disasters , 2018 .

[11]  D. MacGregor Decomposition for Judgmental Forecasting and Estimation , 1999 .

[12]  Grant Statham,et al.  Avalanche Hazard, Danger and Risk - A Practical Explanation , 2008 .

[13]  Roland Meister,et al.  Country-Wide Avalanche Warning in Switzerland , 1994 .

[14]  Jürg Schweizer,et al.  Simple calculations of avalanche risk for backcountry skiing , 2009 .

[15]  D. Varnes Landslide hazard zonation: A review of principles and practice , 1984 .

[16]  D. Mcclung,et al.  Hierarchy theory as a conceptual framework for scale issues in avalanche forecast modeling , 2004, Annals of Glaciology.

[17]  D. Mcclung,et al.  Risk-based definition of zones for land-use planning in snow avalanche terrain , 2005 .

[18]  P. Todd,et al.  Ecological Rationality: Intelligence in the World , 2012 .

[19]  Jürg Schweizer,et al.  WHICH OBS FOR WHICH AVALANCHE TYPE , 2010 .

[20]  F. Mosteller,et al.  Quantifying Probabilistic Expressions , 1990 .

[21]  Karsten Müller,et al.  Towards an Improved European Auxiliary Matrix for Assessing Avalanche Danger Levels , 2016 .

[22]  Pascal Haegeli,et al.  The Role of Avalanche Character in Public Avalanche Safety Products , 2013 .

[23]  N. Reynard,et al.  Climate adaptation: Risk, uncertainty and decision-making. UKCIP Technical Report , 2003 .

[24]  Roger Frost,et al.  International Organization for Standardization (ISO) , 2004 .

[25]  Karsten Müller,et al.  Combining the Conceptual Model of Avalanche Hazard With the Bavarian Matrix , 2016 .

[26]  David G. E. Liverman,et al.  Snow Avalanche Hazard in Canada – a Review , 2003 .

[27]  James S. Dyer,et al.  The Reliability of Subjective Probabilities: Obtained Through Decomposition , 2015 .

[28]  Edward R. LaChapelle The Fundamental Processes in Conventional Alavalanche Forecasting , 1980 .

[29]  Alan Dennis,et al.  Evolution of Public Avalanche Information: The North American Experience with Avalanche Danger Rating Levels , 1996 .

[30]  P. Todd,et al.  Simple Heuristics That Make Us Smart , 1999 .

[31]  J. Schweizer,et al.  Review of spatial variability of snowpack properties and its importance for avalanche formation , 2008 .

[32]  Pascal Haegeli,et al.  THE NORTH AMERICAN PUBLIC AVALANCHE DANGER SCALE , 2010 .

[33]  Michael Lehning,et al.  Statistical modelling of the snow depth distribution in open alpine terrain , 2013 .

[34]  D. Mcclung,et al.  Guidelines for Snow Avalanche Risk Determination and Mapping in , 2002 .

[35]  Pascal Haegeli,et al.  Linking Avalanche Problems to Avalanche Danger— A First Statistical Examination of the Conceptual Model of Avalanche Hazard , 2012 .

[36]  Brian Gould,et al.  Risk-Based Avalanche Program Design , 2016 .

[37]  N. Reynard,et al.  Climate adaptation: Risk, uncertainty and decision-making. UKCIP Technical Report , 2003 .

[38]  Bruce Jamieson,et al.  Uncertainty in snow avalanche risk assessments , 2015 .

[39]  R. Atkins,et al.  An Avalanche Characterization Checklist for Backcountry Travel Decisions , 2004 .

[40]  K. Birkeland,et al.  Spatial patterns of snow stability throughout a small mountain range , 2001, Journal of Glaciology.

[41]  F. Mosteller,et al.  Quantitative meanings of verbal probability expressions. , 1989, The Journal of applied psychology.

[42]  Pascal Haegeli,et al.  Spatial and Temporal Distribution of Avalanche Problems in Western Canada: An Analysis of the Winters 2010-2016 , 2016 .

[43]  Mauro Valt,et al.  Avalanche fatalities in the European Alps: long-term trends and statistics , 2016 .

[44]  C. Keylock,et al.  Snow avalanches , 1997 .

[45]  Ian McCammon Evidence of Heuristic Traps in Recreational Avalanche Accidents , 2002 .

[46]  Pascal Haegeli,et al.  Infoex™ 3.0—Advancing the Data Analysis Capabilities of Canada's Diverse Avalanche Community , 2014 .

[47]  Grant Statham,et al.  The Avalx Public Avalanche Forecasting System , 2012 .

[48]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.

[49]  Stefan Margreth,et al.  Integrative risk management: The example of snow avalanches , 2021, Snow and Ice-Related Hazards, Risks, and Disasters.

[50]  David M. McClung,et al.  The Elements of Applied Avalanche Forecasting, Part I: The Human Issues , 2002 .