Your search for Keyword "models"resulted in 45 records.
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- Title: WHAT AVALANCHE OBSERVATIONS TELL US ABOUT THE PERFORMANCE OF NUMERICAL MODELS
- Date: 2023-10-08
- Authors: Peter Gauer, Nellie Sofie Body, Anniken Helene Aalerud
- Description: Avalanche velocity is an important parameter to characterize the avalanche dynamic behavior. Observations imply that the maximum velocity of major ava...
- Object ID: ISSW2023_O4.04.pdf
- Keywords: avalanche observations, avalanche models, performance test
- View additional details about WHAT AVALANCHE OBSERVATIONS TELL US ABOUT THE PERFORMANCE OF NUMERICAL MODELS
- Title: TOWARDS A FULLY MODEL-BASED AVALANCHE HAZARD ASSESSMENT: INVESTIGATING THE IMPACT OF INPUT DATA ON MACHINE LEARNING PREDICTIONS.
- Date: 2023-10-08
- Authors: Bettina Richter, Mathias Bavay, Martin Hendrick, Stephanie Mayer, Rebecca Mott, Cristina Pérez Guillén, Alec van Herwijnen
- Description: Operational avalanche forecasting mostly relies on manual snow profiles, snow instability observations, and weather data to assess the avalanche dange...
- Object ID: ISSW2023_O4.06.pdf
- Keywords: numerical avalanche forecasting, snow cover modeling, random forest models, weather prediction models
- View additional details about TOWARDS A FULLY MODEL-BASED AVALANCHE HAZARD ASSESSMENT: INVESTIGATING THE IMPACT OF INPUT DATA ON MACHINE LEARNING PREDICTIONS.
- Title: COMPARING SNOWPACK METEOROLOGICAL INPUTS TO SUPPORT REGIONAL WET SNOW AVALANCHE FORECASTING
- Date: 2023-10-08
- Authors: Zachary Miller, Simon Horton, Christoph Mitterer, Erich Peitzsch
- Description: Wet snow avalanches are predicted to increase in frequency with climate change and are often difficult to forecast. Improving our understanding of wet...
- Object ID: ISSW2023_P1.23.pdf
- Keywords: wet snow, snowpack, snow cover models, avalanche forecasting
- View additional details about COMPARING SNOWPACK METEOROLOGICAL INPUTS TO SUPPORT REGIONAL WET SNOW AVALANCHE FORECASTING
- Title: DATA-DRIVEN MODELS USED IN OPERATIONAL AVALANCHE FORECASTING IN SWITZERLAND
- Date: 2023-10-08
- Authors: Alec van Herwijnen, Stephanie Mayer, Cristina Pérez Guillén, Frank Techel, Martin Hendrick, Jürg Schweizer
- Description: One of the main challenges in avalanche forecasting is the complexity of the snowpack and its interactions with the environment. Traditional methods r...
- Object ID: ISSW2023_P1.33.pdf
- Keywords: avalanche forecasting, machine learning, data-driven models
- View additional details about DATA-DRIVEN MODELS USED IN OPERATIONAL AVALANCHE FORECASTING IN SWITZERLAND
- Title: FORMATION TO RECALIBRATION – HOW MENTAL MODELS ARE FORMED, UPDATED, AND SHARED IN AVALANCHE FORECASTING WORK.
- Date: 2023-10-08
- Authors: Laura M.D. Maguire, Aleph Johnston-Bloom, Eeva Latosuo
- Description: Avalanche forecasting represents complex cognitive work (McClung, 2002; Adams,
2005; Maguire & Percival, 2018), but much of the understanding of mech...
- Object ID: ISSW2023_O3.04.pdf
- Keywords: mental models, mentorship, learning, team, knowledge sharing, updating
- View additional details about FORMATION TO RECALIBRATION – HOW MENTAL MODELS ARE FORMED, UPDATED, AND SHARED IN AVALANCHE FORECASTING WORK.
- Title: To the origin of the temperature bias in the AROME numerical weather forecast model : investigations at a high-altitude site
- Date: 2018-10-07
- Authors: Isabelle Gouttevin, Vincent Vionnet, Fatima Karbou, Hugo Merzisen, Yannick Deliot
- Description: The AROME-France meso-scale atmospheric model currently provides operational weather forecasts at about 1.3-km spatial resolution over a domain coveri...
- Object ID: ISSW2018_P08.9.pdf
- Keywords: numerical weather prediction models - mountain meteorology - model biases.
- View additional details about To the origin of the temperature bias in the AROME numerical weather forecast model : investigations at a high-altitude site
- Title: Comparison of various forecast products of height of new snow in 24 hours of french ski resorts at different lead times
- Date: 2018-10-07
- Authors: Champavier Robin, Lafaysse Matthieu, Vernay Matthieu, Coléou Cécile
- Description: This work compares the skill of various forecasting products of Height of new Snow (HS) available in French mountainous areas. The solid precipitation...
- Object ID: ISSW2018_O12.11.pdf
- Keywords: forecasting, height of new snow, french ski resorts, skill score, models
- View additional details about Comparison of various forecast products of height of new snow in 24 hours of french ski resorts at different lead times
- Title: Deriving Mean Snow Depth in Complex Terrain From Flat Field Measurements
- Date: 2016-10-02
- Authors: Nora Helbig, Alec van Herwijnen, Tobias Jonas
- Description: Snow depth is an important parameter for various applications, including hydrological and avalanche forecasting. Various measurement networks were the...
- Object ID: ISSW16_P1.46.pdf
- Keywords: mean snow depth, avalanche forecasting, meteorological models, subgrid parameterization
- View additional details about Deriving Mean Snow Depth in Complex Terrain From Flat Field Measurements
- Title: Validation of a Coupled Weather and Snowpack Model Across Western Montana
- Date: 2016-10-02
- Authors: Kyle Van Peursem, Jordy Hendrikx, Karl Birkeland, Dan Miller, Chris Gibson
- Description: Predicting avalanche danger depends on knowledge of the existing snowpack structure and the current and forecasted weather conditions. In remote and d...
- Object ID: ISSW16_P4.11.pdf
- Keywords: snow cover models, weather models, snowpack, wrf, avalanche forecasting
- View additional details about Validation of a Coupled Weather and Snowpack Model Across Western Montana
- Title: How Accurate are Weather Models in Assisting Avalanche Forecasters?
- Date: 2014-09-29
- Authors: M. Schirmer, B. Jamieson
- Description: Avalanche forecasters and decision makers strongly rely on Numerical Weather Prediction (NWP) models, for example on the forecasted precipitation amou...
- Object ID: ISSW14_paper_O3.04.pdf
- Keywords: numerical weather prediction models, validation, precipitation
- View additional details about How Accurate are Weather Models in Assisting Avalanche Forecasters?
- Title: Linking Large-Scale Wet-Snow Spatial Patterns in Mountainous Terrain to Incident Radiation and Topography
- Date: 2014-09-29
- Authors: N. Helbig, F. Techel, A. van Herwijnen, T. Jonas
- Description: Water percolating through the snow cover can lead to wet-snow instability as well as snowmelt runoff. The accurate prediction of spatial patterns of w...
- Object ID: ISSW14_paper_P1.13.pdf
- Keywords: wet-snow; avalanche forecasting; meteorological models; subgrid parameterization
- View additional details about Linking Large-Scale Wet-Snow Spatial Patterns in Mountainous Terrain to Incident Radiation and Topography
- Title: Identification of Slushflow Situations from Regional Weather Models
- Date: 2013-10-07
- Authors: Christian Jaedicke, Oyvind Armand Hoydal, Knut Helge Midtbo
- Description: Slushflows are known phenomena that cause significant problems for settlements and infrastructure in Norway. Even though single events in the same loc...
- Object ID: ISSW13_paper_O1-05.pdf
- Keywords: slushflow, avalanche warning, weather models, forecasting
- View additional details about Identification of Slushflow Situations from Regional Weather Models
- Title: Application of Empirical Calculations and Dynamics Models for Snow Avalanche Hazard Assessment in Russia
- Date: 2013-10-07
- Authors: Alla S. Turchaninova
- Description: A lot of statistical runout models based on topographic parameters of the avalanche
tracks were performed by snow engineers for different mountain re...
- Object ID: ISSW13_paper_P2-51.pdf
- Keywords: snow avalanche, statistical runout models, dynamics modeling, ramms, hazard assessment
- View additional details about Application of Empirical Calculations and Dynamics Models for Snow Avalanche Hazard Assessment in Russia
- Title: Snaps - Snow, Ice and Avalanche Applications
- Date: 2012
- Authors: Harpa GrÃmsdóttir, Magni Hreinn Jónsson, Krister Kristensen, Hedda Breien
- Description: The SNAPS project focuses on snow and avalanche services for transport infrastructure in selected areas within the Northern Periphery in Iceland, Norw...
- Object ID: issw-2012-161-164.pdf
- Keywords: avalanches, avalanche forecasting, transport, snow models, snow maps
- View additional details about Snaps - Snow, Ice and Avalanche Applications
- Title: Nowcast With a Forescast – Snow Cover Simulations on Slopes
- Date: 2012
- Authors: Sascha Bellaire, Bruce Jamieson
- Description: The snow cover model SNOWPACK simulates the snow cover formation and evolution
based on meteorological parameters. In the past, these parameters were...
- Object ID: issw-2012-172-178.pdf
- Keywords: snowpack, snow cover modeling, avalanche warning, numerical weather prediction models, snow cover stratigraphy, model output statistics
- View additional details about Nowcast With a Forescast – Snow Cover Simulations on Slopes
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