Predicting Future Beach Change - Coastal System Change at Fire Island, New York
Probabilistic models are used to predict future beach changes at Fire Island. These models, referred to as Bayesian networks, use statistics to estimate probabilities of future beach configurations based on existing observations. Bayesian networks are easily updated with new data or observations, making this approach ideal for use in coastal systems that experience rapid and frequent changes.
Introduction
Below are other science projects associated with this project.
Coastal System Change at Fire Island, New York
Back-barrier and Estuarine - Coastal System Change at Fire Island, New York
Oceanside Beaches and Dunes - Coastal System Change at Fire Island, New York
Open Ocean/Marine - Coastal System Change at Fire Island, New York
Nearshore - Coastal System Change at Fire Island, New York
Below are publications associated with this project.
A Bayesian approach to predict sub-annual beach change and recovery
A Bayesian approach to predict sub-annual beach change and recovery
Characterizing storm response and recovery using the beach change envelope: Fire Island, New York
Terrestrial-based lidar beach topography of Fire Island, New York, June 2014
Quantifying the geomorphic resiliency of barrier island beaches
Hurricane Sandy beach response and recovery at Fire Island, New York: Shoreline and beach profile data, October 2012 to October 2014
Ground-based lidar beach topography of Fire Island, New York, April 2013
Probabilistic models are used to predict future beach changes at Fire Island. These models, referred to as Bayesian networks, use statistics to estimate probabilities of future beach configurations based on existing observations. Bayesian networks are easily updated with new data or observations, making this approach ideal for use in coastal systems that experience rapid and frequent changes.
Introduction
Below are other science projects associated with this project.
Coastal System Change at Fire Island, New York
Back-barrier and Estuarine - Coastal System Change at Fire Island, New York
Oceanside Beaches and Dunes - Coastal System Change at Fire Island, New York
Open Ocean/Marine - Coastal System Change at Fire Island, New York
Nearshore - Coastal System Change at Fire Island, New York
Below are publications associated with this project.