Metadata: Identification_Information: Citation: Citation_Information: Originator: Ana Rueda Originator: Laura Cagigal Originator: Stuart Pearson Originator: Jose AA Antolinez Originator: Curt D Storlazzi Originator: Ap R van Dongeren Originator: Paula Camus Originator: Fernando J Mendez Publication_Date: 2019 Title: HyCReWW database: A hybrid coral reef wave and water level metamodel Geospatial_Data_Presentation_Form: Matlab files Series_Information: Series_Name: data release Issue_Identification: DOI:10.5066/F7SX6CFQ Publication_Information: Publication_Place: Pacific Coastal and Marine Science Center, Santa Cruz, California Publisher: U.S. Geological Survey Online_Linkage: https://doi.org/10.5066/F7SX6CFQ Online_Linkage: https://www.sciencebase.gov/catalog/file/get/5a68f6cee4b06e28e9c72390 Description: Abstract: We developed the HyCReWW metamodel to predict wave run-up under a wide range of coral reef morphometric and offshore forcing characteristics. Due to the complexity and high dimensionality of the problem, we assumed an idealized one-dimensional reef profile, characterized by seven primary parameters. XBeach Non-Hydrostatic was chosen to create the synthetic dataset and Radial Basis Functions implemented in Matlab were chosen for interpolation. Results demonstrate the applicability of the metamodel to obtain fast and accurate results of wave run-up for a large range of intrinsic coral reef morphologic and extrinsic hydrodynamic forcing parameters, offering a useful tool for risk management and early warning systems. These data accompany the following publication: Rueda, A., Cagigal, L., Pearson, S., Antolinez J.A.A., Storlazzi, C., van Dongeren, A., Camus, P., Mendez, F.J., 2019, HyCReWW: A hybrid coral reef waves and water level metamodel: Computers & Geosciences, https://doi.org/10.1016/j.cageo.2019.03.004. Purpose: 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 metamodel ("HyCReWW") that estimates how different wave, water level, and reef combinations can lead to flooding. HyCReWW can be used to make short-term predictions of flooding in early warning systems, or long-term predictions of how climate change will affect flooding caused by waves on coral reef-lined coasts. 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. Time_Period_of_Content: Time_Period_Information: Single_Date/Time: Calendar_Date: 2018 Currentness_Reference: publication date Status: Progress: Complete Maintenance_and_Update_Frequency: Irregular Spatial_Domain: Bounding_Coordinates: West_Bounding_Coordinate: -180.00000000 East_Bounding_Coordinate: 180.00000000 North_Bounding_Coordinate: 90.00000000 South_Bounding_Coordinate: -90.00000000 Keywords: Theme: Theme_Keyword_Thesaurus: USGS Metadata Identifier Theme_Keyword: USGS:5a68f6cee4b06e28e9c72390 Theme: Theme_Keyword_Thesaurus: ISO 19115 Topic Category Theme_Keyword: geoscientificInformation Theme_Keyword: oceans Theme: Theme_Keyword_Thesaurus: Data Categories for Marine Planning Theme_Keyword: water column features Theme: Theme_Keyword_Thesaurus: USGS Thesaurus Theme_Keyword: hazards Theme_Keyword: coastal processes Theme: Theme_Keyword_Thesaurus: Marine Realms Information Bank (MRIB) keywords Theme_Keyword: coral reefs Theme_Keyword: reef Theme_Keyword: waves Theme_Keyword: flooding Theme_Keyword: coastal processes Theme_Keyword: numerical modeling Theme: Theme_Keyword_Thesaurus: None Theme_Keyword: water level Theme_Keyword: U.S. Geological Survey Theme_Keyword: USGS Theme_Keyword: Coastal and Marine Hazards and Resources Program Theme_Keyword: CMHRP Theme_Keyword: Pacific Coastal and Marine Science Center Theme_Keyword: PCMSC Access_Constraints: None 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 Universidad de Cantabria, Deltares, TU Delft, the U.S. Geological Survey, and IH Cantabria as the originators of the dataset and in products derived from these data. Point_of_Contact: Contact_Information: Contact_Organization_Primary: Contact_Organization: U.S. Geological Survey, Pacific Coastal and Marine Science Center Contact_Person: PCMSC Science Data Coordinator Contact_Address: Address_Type: mailing and physical Address: 2885 Mission Street City: Santa Cruz State_or_Province: CA Postal_Code: 95060 Contact_Voice_Telephone: 831-427-4747 Contact_Electronic_Mail_Address: pcmsc_data@usgs.gov Cross_Reference: Citation_Information: Originator: Pearson S.G. Originator: Storlazzi, C.D. Originator: van Dongeren, A.R. Originator: Tissier, M.F.S. Originator: Reniers, A.J.H.M. Publication_Date: 2017 Title: A Bayesian-based system to assess wave-driven flooding hazards on coral reef‐lined coasts Series_Information: Series_Name: Journal article Issue_Identification: JGR Oceans Publication_Information: Publication_Place: Washington D.C., USA Publisher: American Geophysical Union (AGU) Online_Linkage: https://doi.org/10.1002/2017JC013204 Cross_Reference: Citation_Information: Originator: Ana Rueda Originator: Laura Cagigal Originator: Stuart Pearson Originator: Jose AA Antolinez Originator: Curt Storlazzi Originator: Ap R van Dongeren Originator: Paula Camus Originator: Fernando J Mendez Publication_Date: 2019 Title: HyCReWW: A hybrid coral reef waves and water level metamodel Series_Information: Series_Name: Journal article Issue_Identification: Computers & Geosciences Publication_Information: Publication_Place: Amsterdam, The Netherlands Publisher: Elsevier Online_Linkage: https://doi.org/10.1016/j.cageo.2019.03.004 Data_Quality_Information: Attribute_Accuracy: Attribute_Accuracy_Report: See Rueda and others (2019) for an in-depth discussion of accuracy. Logical_Consistency_Report: No formal logical accuracy tests were conducted. See Rueda and others (2019) for additional information. Completeness_Report: 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. Positional_Accuracy: Horizontal_Positional_Accuracy: Horizontal_Positional_Accuracy_Report: No formal positional accuracy tests were conducted, nor are they applicable. Vertical_Positional_Accuracy: Vertical_Positional_Accuracy_Report: No formal positional accuracy tests were conducted, nor are they applicable. Lineage: Process_Step: Process_Description: The following steps were used in development of the model. For an in-depth discussion of processing, see Rueda and others (2019). 1. Select the response variable, in this case run-up as a proxy of coastal flooding, from the synthetic database of Xbeach Non-Hydrostatic (XBNH) model runs by Pearson and others (2017). 2. Apply Radial Basis Functions (RBFs) to the large synthetic database of run-up as a function of extrinsic forcings and intrinsic coral reef geomorphologies. 3. Validate the predictions of the developed metamodel (HyCReWW) by means of a k-fold validation and available field observations. Process_Date: 2018 Process_Step: Process_Description: Edited metadata to add keywords section with USGS persistent identifier as theme keyword. No data were changed. Process_Date: 20201019 Process_Contact: Contact_Information: Contact_Organization_Primary: Contact_Organization: U.S. Geological Survey Contact_Person: VeeAnn A. Cross Contact_Position: Marine Geologist Contact_Address: Address_Type: Mailing and Physical Address: 384 Woods Hole Road City: Woods Hole State_or_Province: MA Postal_Code: 02543-1598 Contact_Voice_Telephone: 508-548-8700 x2251 Contact_Facsimile_Telephone: 508-457-2310 Contact_Electronic_Mail_Address: vatnipp@usgs.gov Process_Step: Process_Description: Performed minor edits to the metadata to correct typos. No data were changed Process_Date: 20211013 Process_Contact: Contact_Information: Contact_Organization_Primary: Contact_Organization: U.S. Geological Survey Contact_Person: Susan A. Cochran Contact_Position: Geologist Contact_Address: Address_Type: Mailing and Physical Address: 2885 Mission Street City: Santa Cruz State_or_Province: CA Postal_Code: 95060 Contact_Voice_Telephone: 831-460-7545 Contact_Electronic_Mail_Address: scochran@usgs.gov Spatial_Data_Organization_Information: Indirect_Spatial_Reference: The model results presented are not for a particular geographic area. Entity_and_Attribute_Information: Overview_Description: Entity_and_Attribute_Overview: Matlab 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. Distribution_Information: Distributor: Contact_Information: Contact_Organization_Primary: Contact_Organization: U.S. Geological Survey - ScienceBase Contact_Address: Address_Type: Mailing and Physical Address: Denver Federal Center, Building 810, Mail Stop 302 City: Denver State_or_Province: CO Postal_Code: 80225 Contact_Voice_Telephone: 1-888-275-8747 Contact_Electronic_Mail_Address: sciencebase@usgs.gov Resource_Description: Downloadable data in Matlab format. Distribution_Liability: 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. Standard_Order_Process: Digital_Form: Digital_Transfer_Information: Format_Name: Matlab Format_Version_Number: MATLAB R2016 Format_Information_Content: Zip file contains metamodel data in Matlab format. File_Decompression_Technique: No compression applied Transfer_Size: 0.8 Digital_Transfer_Option: Online_Option: Computer_Contact_Information: Network_Address: Network_Resource_Name: https://www.sciencebase.gov/catalog/file/get/5a68f6cee4b06e28e9c72390 Network_Resource_Name: https://doi.org/10.5066/F7SX6CFQ Access_Instructions: Data can be downloaded via the Internet Fees: None. Metadata_Reference_Information: Metadata_Date: 20211013 Metadata_Contact: Contact_Information: Contact_Organization_Primary: Contact_Organization: U.S. Geological Survey, Pacific Coastal and Marine Science Center Contact_Person: PCMSC Science Data Coordinator Contact_Address: Address_Type: mailing and physical Address: 2885 Mission Street City: Santa Cruz State_or_Province: CA Postal_Code: 95060 Contact_Voice_Telephone: 831-427-4747 Contact_Electronic_Mail_Address: pcmsc_data@usgs.gov Metadata_Standard_Name: Content Standard for Digital Geospatial Metadata Metadata_Standard_Version: FGDC-STD-001-1998