S-102 is a data and metadata encoding specification that is part of the S-100 Universal Hydrographic Data Model, an international standard for hydrographic data exchange. This collection of data contains bathymetric surfaces from NOAA/NOS/OCS National Bathymetric Source, for various U.S. coastal and offshore waters and the great lakes. These datasets are encoded as HDF5 files conforming to the S-102 specification.

The National Bathymetric Source (NBS) project creates and maintains high-resolution bathymetry composed of the best available data. This project enables the creation of next-generation nautical charts while also providing support for modeling, industry, science, regulation, and public curiosity. Primary sources of bathymetry include NOAA and U.S. Army Corps of Engineers hydrographic surveys and topographic bathymetric (topo-bathy) lidar (light detection and ranging) data. Data submitted through the NOAA Office of Coast Survey’s external source data process are also included, with gaps in deep water filled through Global Multi-Resolution Topography, a merged model of bathymetry. Different vertical datums and file formats are made available to meet various uses. The BlueTopo folder includes multilayer floating point GeoTIFFs with associated Raster Attribute Tables (RAT) containing elevation, vertical uncertainty, with other quality metrics and source information. These files are arranged in a spatial tiling and resolution scheme corresponding to the Electronic Navigational Chart (ENC) but are not for navigation due to the inclusion of additional non-navigation data and non-navigation vertical datums. For navigational datasets please see the S-102 distribution portal. "nowCOAST" provides public access to BlueTopo through the nowCOAST viewer, web map tile services (WMTS), and links to individual datasets.

File 100-102b is a 60-m ASCII grid of depth data collected near Midway Atoll in the Northwestern Hawaiian Islands as of May 2003. This grid has been produced as part of the "Bathymetric Atlas of the Northwestern Hawaiian Islands -- A Planning Document for Benthic Habitat Mapping -- Draft -- May 2003. Data sources for the downloadable grids include: multibeam bathymetry from Simrad EM1002 and EM120 sonars aboard the R/V Kilo Moana collected in October/November 2003; multibeam bathymetry data from a SeaBeam 210 sonar aboard the R/V Kai'imikai-O-Kanaloa collected in 2000-2002; LIDAR data obtained using the LADS MK II lidar system; and depth data derived from IKONOS satellite imagery. No tidal corrections have been applied to the data. The data source location for each type of data is indicated in the "dot plot" browse objects. Additional single-beam bathymetric data are available in this area and are indicated on the 100-102b Plot C browse object, but these less accurate depths are not included in the downloadable grid. Multibeam data were processed using SABER editing software and MBSystem and multibeam, LIDAR and IKONOS data were integrated using MBSystem, and GMT. Grid spacing is 60-m, horizontal accuracy is 20m (no differential GPS correctors applied), vertical accuracy is depth dependent (~1% of water depth), WGS84 datum. These data are not to be used for navigation.

FLEURS

Fleurs is the speech version of the FLoRes machine translation benchmark. We use 2009 n-way parallel sentences from the FLoRes dev and devtest publicly available sets, in 102 languages. Training sets have around 10 hours of supervision. Speakers of the train sets are different than speakers from the dev/test sets. Multilingual fine-tuning is used and ”unit error rate” (characters, signs) of all languages is averaged. Languages and results are also grouped into seven… See the full description on the dataset page: https://huggingface.co/datasets/google/fleurs.

This data set was acquired with a ship-based Kongsberg EM1002 Multibeam Sonar system during Hesperides expedition HE102 conducted in 2005 (Chief Scientist: Dr. Jesus Ibanez; Investigator(s): Dr. Andrew Barclay and Dr. William Wilcock). These data files are of MBSystem format and include Swath Bathymetry, Acoustic Backscatter, and Sidescan data that have not been processed. Data were acquired as part of the project(s): ToMoDec, and funding was provided by NSF grant(s): ANT02-30094. This data was cited by Barclay et al., 2008.

For definition of quality flags see hdl:10013/epic.31518.d001

Multibeam data (MBES) based on the KONGSBERG EM120 Multibeam echosounder was recorded during the RV MARIA S. MERIAN cruise MSM20/4 (WACOM). The cruise took place between 14.3.2012 and 7.4.2012 in the West Atlantic (Florida Strait, Caribbean). Being a part of the international program TRACES (Trans Atlantic Corel Ecosystem Studies) the main research goal of the cruise was the investigation of the occurrence and diversity of cold water corals (CWC), to compare these findings with information about coral ecosystems in other parts of the Atlantic. Using sampling equipment (CTD, box and gravity corer) as well as the Remotely Operating Vehicle (ROV) CHEROKEE (MARUM) physical and biological factors, which control the occurrence of CWCs, were further examined. Hydroacoustic equipment like the Kongsberg EM120, EM1002 multibeam echosounder (MBES) and the Parasound PS70 subbottom profiler (Teledyne ATLAS) were used to map research areas and to plan sampling stations. […]

Credit report of Ahlers Middle East Po Box 62021 Dubai Flower Bldg 102 contains unique and detailed export import market intelligence with it's phone, email, Linkedin and details of each import and export shipment like product, quantity, price, buyer, supplier names, country and date of shipment.