BEWARE2 database: A meta-process model to assess wave-driven flooding hazards on morphologically diverse, coral reef-lined coasts

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Frequently anticipated questions:


What does this data set describe?

Title:
BEWARE2 database: A meta-process model to assess wave-driven flooding hazards on morphologically diverse, coral reef-lined coasts
Abstract:
This dataset contains the reef profiles and resulting hydrodynamic outputs of the "Broad-range Estimator of Wave Attack in Reef Environments" (BEWARE-2) meta-process modeling system. A process-based, wave-resolving hydrodynamic model (XBeach Non-Hydrostatic+, "XBNH+") was used to create a large synthetic database for use in BEWARE-2, relating incident hydrodynamics and coral reef geomorphology to coastal flooding hazards on reef-lined coasts. Building on previous work, BEWARE-2 improves system understanding of reef hydrodynamics by examining the intrinsic reef and extrinsic forcing factors controlling runup and flooding on reef-lined coasts. We developed this meta-process model using a training dataset of hydrodynamics and wave runup computed by XBNH+ for 440 combinations of water level, wave height, and wave period on 195 morphologically diverse representative reef profiles. In validation, the BEWARE-2 modeling system produced runup results that had a root-mean square error of 0.63 m and bias of 0.26 m, relative to runup of 0.17 to 20.9 m simulated by XBNH+ for a large range of oceanographic forcing conditions and for a diverse reef morphologies. This relatively accurate solution is provided by the BEWARE-2 modeling system 4 to 5 orders of magnitude faster than the full, process-based hydrodynamic model and could therefore be integrated in large-scale early-warning systems for tropical, reef-lined coasts, as well as used for large-scale flood risk assessments.
These data accompany the following publication: McCall, R.T., Storlazzi, C.D., Roelvink, F.E., Pearson, S.G., de Goede, R., Antolinez, J., 2024, Rapid simulation of wave runup on morphologically-diverse, reef-lined coasts with the BEWARE-2 meta-process model: Natural Hazards and Earth System Sciences, https://doi.org/10.5194/nhess-2024-28.
Supplemental_Information:
Any use of trade, product, or firm names is for descriptive purposes only and does not imply endorsement by the U.S. Government.
  1. How might this data set be cited?
    McCall, Robert T., Storlazzi, Curt D., Roelvink, Floortje E., Pearson, Stuart G., Goede, Roel de, and Antolinez, Jose A.A., 20240925, BEWARE2 database: A meta-process model to assess wave-driven flooding hazards on morphologically diverse, coral reef-lined coasts: data release DOI:10.5066/P16VX5EP, U.S. Geological Survey, Pacific Coastal and Marine Science Center, Santa Cruz, California.

    Online Links:

    Other_Citation_Details:
    Suggested Citation: McCall, R.T., Storlazzi, C.D., Roelvink, F.E., Pearson, S.G., de Goede, R., Antolinez, J., 2024, BEWARE2 database: A meta-process model to assess wave-driven flooding hazards on morphologically diverse, coral reef-lined coasts: U.S. Geological Survey data release, https://doi.org/10.5066/P16VX5EP.
  2. What geographic area does the data set cover?
    West_Bounding_Coordinate: -180.00000000
    East_Bounding_Coordinate: 180.00000000
    North_Bounding_Coordinate: 90.00000000
    South_Bounding_Coordinate: -90.00000000
  3. What does it look like?
  4. Does the data set describe conditions during a particular time period?
    Calendar_Date: 2024
    Currentness_Reference:
    publication date
  5. What is the general form of this data set?
    Geospatial_Data_Presentation_Form: NetCDF
  6. How does the data set represent geographic features?
    1. How are geographic features stored in the data set?
      Indirect_Spatial_Reference:
      Data were generated within a numerical model scheme. The model results presented are not for a particular geographic area.
    2. What coordinate system is used to represent geographic features?
  7. How does the data set describe geographic features?
    Entity_and_Attribute_Overview:
    NetCDF files are self-contained, and attribute information may be found in the header of the file itself.
    Entity_and_Attribute_Detail_Citation:
    The entity and attribute information was generated by the individual and/or agency identified as the originator of the data set. Please review the rest of the metadata record for additional details and information.

Who produced the data set?

  1. Who are the originators of the data set? (may include formal authors, digital compilers, and editors)
    • Robert T. McCall
    • Curt D. Storlazzi
    • Floortje E. Roelvink
    • Stuart G. Pearson
    • Roel de Goede
    • Jose A.A. Antolinez
  2. Who also contributed to the data set?
  3. To whom should users address questions about the data?
    PCMSC Science Data Coordinator
    U.S. Geological Survey, Pacific Coastal and Marine Science Center
    2885 Mission Street
    Santa Cruz, CA

    831-427-4747 (voice)
    pcmsc_data@usgs.gov

Why was the data set created?

Low-lying tropical coasts fronted by coral reefs are threatened by the effects of climate change, sea-level rise, and flooding caused by waves. However, the reefs on these coasts differ widely in their shape, size, and physical characteristics; the wave and water level conditions affecting these coastlines also vary in space and time. These factors make it difficult to predict flooding caused by waves along coral reef-lined coasts. We created a system ("BEWARE-2") that estimates how combinations of different wave, water level, and reef morphologies can lead to coastal flooding. This tool tells us what information is needed to make good predictions of flooding. BEWARE-2 can be used to make short-term predictions of flooding in early warning systems, or long-term predictions of how climate change will affect wave-driven flooding on coral reef-lined coasts.

How was the data set created?

  1. From what previous works were the data drawn?
    Pearson and others, 2017 (source 1 of 2)
    Pearson, S. G., Storlazzi, C. D., A. R. van Dongeren, M. F. S. Tissier, and A. J. H. M. Reniers, 2017, A Bayesian-Based System to Assess Wave-Driven Flooding Hazards on Coral Reef-Lined Coasts: Journal of Geophysical Research: Oceans, online.

    Online Links:

    Type_of_Source_Media: journal article
    Source_Contribution: reef profiles and some hydrodynamic response data
    Scott and others, 2020 (source 2 of 2)
    Scott, F., J. A. A. Antolinez, McCall1, R. T., Storlazzi, C. D., Reniers4, A., and Pearson, S. G., 2020, Hydro-Morphological Characterization of Coral Reefs for Wave Runup Prediction: Frontiers in Marine Science, online.

    Online Links:

    Type_of_Source_Media: journal article
    Source_Contribution: reef profiles and some hydrodynamic response data
  2. How were the data generated, processed, and modified?
    Date: 2024 (process 1 of 1)
    The following steps were used in development of the model. For an in-depth discussion of processing, see McCall and others (2024). 1. Selection of representative reef profiles (RRPs) for development of the BEWARE-2 dataset. 2. Simulate nearshore hydrodynamics on the RRPs for varying ocean forcing conditions using the validated process-based wave and water level XBeach Non-Hydrostatic+ ("XBHN+") model to create a synthetic database of wave runup response for each RRP. 3. Develop a meta-process model using the BEWARE-2 dataset to mimic the wave runup predictions of the XBNH+ numerical model. 4. Validate the BEWARE-2 meta-process model by comparing predictions to numerical model results for a broad range of real-world reef profiles. Data sources used in this process:
    • Pearson and others, 2017
    • Scott and others, 2020
  3. What similar or related data should the user be aware of?
    McCall, Robert T., Storlazzi, Curt D., Roelvink, Floortje E., Pearson, Stuart G., Goede, Roel de, and Antolinez, Jose A.A., 2024, Rapid simulation of wave runup on morphologically-diverse, reef-lined coasts with the BEWARE-2 meta-process model Issue: Natural Hazards and Earth System Sciences, https://doi.org/10.5194/nhess-2024-28: Copernicus GmbH, Gottingen, Germany.

    Online Links:


How reliable are the data; what problems remain in the data set?

  1. How well have the observations been checked?
    In validation, the BEWARE-2 modeling system produced runup results that had a root-mean square error of 0.63 m and bias of 0.26 m, relative to runup of 0.17 to 20.9 m simulated by XBNH+ for a large range of oceanographic forcing conditions and for a diverse reef morphologies. See McCall and others (2024) for an in-depth discussion of accuracy.
  2. How accurate are the geographic locations?
    No formal positional accuracy tests were conducted, nor are they applicable
  3. How accurate are the heights or depths?
    No formal positional accuracy tests were conducted, nor are they applicable
  4. Where are the gaps in the data? What is missing?
    Dataset is considered complete for the information presented, as described in the abstract. Users are advised to read the rest of the metadata record carefully for additional details.
  5. How consistent are the relationships among the observations, including topology?
    No formal logical accuracy tests were conducted. See McCall and others (2024) for additional information.

How can someone get a copy of the data set?

Are there legal restrictions on access or use of the data?
Access_Constraints No access constraints
Use_Constraints USGS-authored or produced data and information are in the public domain from the U.S. Government and are freely redistributable with proper metadata and source attribution. Please recognize and acknowledge Deltares, the U.S. Geological Survey, and TU Delft as the originators of the dataset and in products derived from these data.
  1. Who distributes the data set? (Distributor 1 of 1)
    U.S. Geological Survey - ScienceBase
    Denver Federal Center, Building 810, Mail Stop 302
    Denver, CO

    1-888-275-8747 (voice)
    sciencebase@usgs.gov
  2. What's the catalog number I need to order this data set? Downloadable data in NetCDF format.
  3. What legal disclaimers am I supposed to read?
    Unless otherwise stated, all data, metadata and related materials are considered to satisfy the quality standards relative to the purpose for which the data were collected. Although these data and associated metadata have been reviewed for accuracy and completeness and approved for release by the U.S. Geological Survey (USGS), no warranty expressed or implied is made regarding the display or utility of the data on any other system or for general or scientific purposes, nor shall the act of distribution constitute any such warranty.
  4. How can I download or order the data?
  5. What hardware or software do I need in order to use the data set?
    These data can be viewed with any software that reads netCDF files (such as Mathworks MATLAB, Python, Panoply).

Who wrote the metadata?

Dates:
Last modified: 25-Sep-2024
Metadata author:
U.S. Geological Survey, Pacific Coastal and Marine Science Center
Attn: PCMSC Science Data Coordinator
2885 Mission Street
Santa Cruz, CA

831-427-4747 (voice)
pcmsc_data@usgs.gov
Metadata standard:
Content Standard for Digital Geospatial Metadata (FGDC-STD-001-1998)

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