GMRT

About GMRT

GMRT Overview

The Global Multi-Resolution Topography (GMRT) Synthesis is a multi-resolution Digital Elevation Model (DEM) maintained in three projections and managed with a scalable global architecture that offers infrastructure for accessing the DEM as grids, images, points and profiles. A mask layer for each projection highlights the location of high-resolution data in the compilation. Most curatorial effort for GMRT is focused on cleaning and processing ship-based multibeam sonar data acquired by the US Academic Research Fleet (ARF) so they can be gridded at their full spatial resolution (~100m in the deep sea). These data are blended together and then merged with other elevation sources to create a global multi-resolution DEM. GMRT services are optimized to deliver to users the best resolution elevation data that have been curated and integrated for a particular area of interest.

Multibeam bathymetry data are unique among the marine geophysical data types in their relevance for a broad range of scientific investigations and non-academic uses, providing fundamental characterization of the physical environment and serving as primary base maps for multidisciplinary programs. While expertise and specialized software is needed to access, quality control and process multibeam bathymetry data files to generate high-quality bathymetric maps, the GMRT Synthesis provides free open access to bathymetric images and gridded bathymetric data for specialist and non-specialist users alike. Details about the tiling method and procedures used for creating and serving the GMRT synthesis is available in Ryan et al., 2009.

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Source Data & Resolution

GMRT brings together multiple elevation sources that are managed as four discrete source types, each updated on a different schedule.

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MB Swath Data Preparation

Where do the source data come from?

We make use of multibeam data that are in the public domain at the NOAA National Centers for Environmental Information (NCEI). Our efforts are focused primarily on the US Academic Research Fleet, but we also evaluate and include data that are in the public domain from non-US sources. Our cruise-level metadata now includes information about the organization that processed the data, so the efforts of community members can be acknowledged and recognized. In addition to the data that have been included in GMRT, several multibeam surveys have been reviewed and not included - typically because they do not provide new coverage, and sometimes because of significant issues with data quality. Additional processed and/or gridded data are also contributed directly by scientists for inclusion in GMRT. Please contact us if you would like to contribute data.

How are data prioritized for inclusion in GMRT?

We prioritize data for inclusion in the GMRT synthesis based on several criteria including: (1) extent of coverage and/or survey area, (2) the needs of NSF-funded research initiatives (e.g. GeoPRISMS), and (3) quality of sonar system. Having worked through much of the available archive of legacy data, our primary focus is now on data from recent research cruises. Please contact us to request that we prioritize data from a particular cruise or area.

How may users request that new data is added to GMRT?

Please contact us if you would like to contribute data to GMRT or request that publicly available data be added to the compilation.

How are swath data processed?

We use a combination of software developed in-house along with open-source software to process swath data for GMRT. MB-System provides the backbone of the code that we use for our data cleaning and processing. If only raw multibeam sonar ping files are available for a particular cruise, the files are first run through a series of filters to elimate the biggest outliers, and then are used to generate a development set of 120-m resolution tiled images and grids using GMRT-Tiler. These tiled images and grids are reviewed and quantitatively interrogated using GeoMapApp. This allows our team to assess data coverage and data quality, and to identify data problems that can be addressed using multibeam processing tools and techniques available through MB-System.

Multibeam swath data are typically processed to 120-m horizontal resolution. While our overall goal is to include only high-quality data, we sometimes include lower quality data in areas where data coverage is sparse (e.g. Southern Ocean). The data are reviewed, edited as necessary and re-gridded iteratively until the quality is suitable for inclusion in the GMRT tile set. During this process, we also determine the maximum data resolution for the cruise - the data are gridded at 100m (default), 50m, or 25m resolution depending on sonar system capabilities, data quality, and survey area. The chosen resolution is applied to the entire cruise and is therefore limited by maximum water depth. During QA/QC, a quality value ranging from 1-10 with 10 representing the highest data quality, is assigned to the cruise. This value is applied as a weighting factor to the data and affects the degree of blending that happens when the data are merged with the existing GMRT compilation.

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Image Gallery of Common Problems Addressed During Multibeam Data Preparation:

QA/QC Overview BadNav Too Shallow bad motion sensor Too Deep Nadir SVel map Smile toodeep overedit BadOuter

May I use GMRT-Tiler?

We have made our gridding and tiling tools available so partner organizations and individuals may participate in the QA/QC of multibeam data in order to accelerate the pace of data integration. The tools and instructions are available here.

Can the processing be automated?

Unfortunately, no. The successful processing and cleaning of sonar data collected at a variety of geologic settings throughout the global ocean requires human intervention. While some automatic filtering techniques may be used for subsets of data, the generation of a consistent, high-quality GMRT data product necessitates manual review and decision-making.

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Accessing GMRT Grids & Images

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GMRT History & Evolution

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Attribution to Original Data Sources

Attribution to data providers has always been a priority with the GMRT synthesis, and is accomplished in several ways.

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Access to Source Data

As one of the few global bathymetric compilations to provide direct access to both gridded products and original multibeam files—with full provenance and attribution—GMRT is a model for open science, transparency, and maximizing return on public investment. Advanced users who seek access to processed multibeam sonar files used in the GMRT compilation may identify and download processed multibeam files using the Multibeam Swath Bathymetry Data Portal in GeoMapApp, as follows: open the Multibeam Swath Bathymetry Portal and click on a trackline of interest - the entire trackline for that cruise will be illuminated, with the individual swath file shown in red. The name of the chosen swath file is displayed in the bottom left of the GeoMapApp interface. Click the Download File button to save the file locally.

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How to contribute to GMRT

You may send gridded data products and/or raw or processed swath files to us for potential inclusion in the GMRT compilation here. We will use our data evaluation tools and processes to review the data to ensure that it meets GMRT quality standards prior to integration. If you work with swath data, we invite you to explore the use of our GMRT-Tiler tools which are available through GitHub.

How to cite GMRT

Ryan, W.B.F., S.M. Carbotte, J.O. Coplan, S. O'Hara, A. Melkonian, R. Arko, R.A. Weissel, V. Ferrini, A. Goodwillie, F. Nitsche, J. Bonczkowski, and R. Zemsky (2009), Global Multi-Resolution Topography synthesis, Geochem. Geophys. Geosyst., 10, Q03014, doi: 10.1029/2008GC002332