• Catalogue PIGMA
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A multi-tagged Sentinel-1 wave mode SAR image dataset near Barbados (MulTags-SARwv)

MulTags-SARwv is a meticulously curated dataset comprising 2100 synthetic aperture radar (SAR) images acquired by the Sentinel-1 (S-1) satellite s wave mode (WV) at a 36° incidence angle. These images were randomly selected between January and June from 2016-2019 and span an 8° by 8° box centered on the Northwest Tropical Atlantic Station (NTAS) buoy (51°W, 15°N). Each image covers a 20 km by 20 km area with a 5 m pixel resolution. The dataset is the result of visual interpretation and tagging by five experts using 12 defined tags. These tags describe various marine atmospheric boundary layer (MABL) processes near Barbados, including the transition between roll vortices and convective cells, as well as localized phenomena such as fronts, rain events, cold pools, and low winds. Unlike the previous TenGeoP-SARwv dataset, MulTags-SARwv utilizes a multiple tagging strategy to provide a comprehensive description of the MABL processes visible on these WV SAR images. The dataset is organized into a folder (pngs) that includes all 2100 SAR images in PNG format, a text file (tagsInfo.txt) documenting all the assigned tags for each image by the five experts, and a readme.txt file that provides an overall description of the dataset. MulTags-SARwv has significant potential for investigating MABL processes and complements SAR classification materials for the development of machine learning methods.

Simple

Date (Publication)
2023-03
Date (Revision)
2024-04-17
Other citation details
Wang Chen, Stopa Justin, Vandemark Doug, Foster Ralph, Ayet Alex, Mouche Alexis, Chapron Bertrand (2023). A multi-tagged Sentinel-1 wave mode SAR image dataset near Barbados (MulTags-SARwv). SEANOE. https://doi.org/10.17882/93947
Author
  School of Marine Sciences, Nanjing University of Information Science & Technology, Nanjing, China - WANG Chen
Author
  Department of Ocean Resources and Engineering, School of Ocean and Earth Science and Technology, University of Hawai'i at Mānoa, Honolulu, HI, USA - STOPA Justin
Author
  Ocean Processes Analysis Laboratory, University of New Hampshire, Durham, NH, USA - Vandemark Doug
Author
  Applied Physics Laboratory, University of Washington, Seattle, WA, USA - Foster Ralph
Author
  Grenoble Images Speech Signal and Control lab, Grenoble, France - AYET Alex
Author
  IFREMER, Univ. Brest, CNRS, IRD, Laboratoire d'Océanographie Physique et Spatiale (LOPS), Brest, France - MOUCHE Alexis
Author
  IFREMER, Univ. Brest, CNRS, IRD, Laboratoire d'Océanographie Physique et Spatiale (LOPS), Brest, France - CHAPRON Bertrand
Publisher
  SEANOE
Theme
  • Sentinel-1 wave mode
  • Synthetic aperture radar (SAR)
  • Multiple tagging
  • Barbados
  • Marine atmospheric boundary layer
  • Roll vortices
  • Convective cells
  • Atmosphere
ODATIS aggregation parameters and Essential Variable names
  • Waves
SeaDataNet Parameter Disciplines
  • Atmosphere
Type de jeux de donnée ODATIS
  • /Observational data/in-situ
Use limitation
CC-BY-NC-SA (Creative Commons - Attribution, No commercial usage, Sharing under the same conditions)
Use constraints
Other restrictions
Date (Publication)
2025
Publisher
  Wiley
Author
  Wang Chen
Author
  Stopa Justin
Author
  Vandemark Doug
Author
  Foster Ralph
Author
  Ayet Alex
Author
  Mouche Alexis
Author
  Chapron Bertrand
Author
  Sadowski Peter
Unique resource identifier
10.1002/gdj3.282
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2024
Publisher
  Elsevier BV
Author
  Chao Xiaopeng
Author
  Wang Qingsong
Author
  Wang Xiaoqing
Author
  Chen Jian
Author
  Zhu Yuting
Unique resource identifier
10.1016/j.rse.2024.114086
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2019
Publisher
  Wiley
Author
  WANG CHEN
Author
  MOUCHE ALEXIS
Author
  TANDEO PIERRE
Author
  STOPA JUSTIN
Author
  LONGÉPÉ NICOLAS
Author
  ERHARD GUILLAUME
Author
  FOSTER RALPH C.
Author
  VANDEMARK DOUGLAS
Author
  CHAPRON BERTRAND
Unique resource identifier
10.1002/gdj3.73
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2018
Publisher
  SEANOE
Author
  Wang
Author
  Chen
Author
  Mouche
Author
  Alexis
Author
  Tandeo
Author
  Pierre
Author
  Stopa
Author
  Justin
Author
  Longépé
Author
  Nicolas
Author
  Erhard
Author
  Guillaume
Author
  Foster
Author
  Ralph
Author
  Vandemark
Author
  Douglas
Author
  Chapron
Author
  Bertrand
Unique resource identifier
10.17882/56796
Association Type
Cross reference
Initiative Type
dataset
Metadata language
English
Topic category
  • Oceans
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S
E
W
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Distribution format
  • TEXTE ( )

  • IMAGE ( )

OnLine resource
Overall description of the dataset - 1 KB ( WWW:DOWNLOAD-1.0-link--download )

Overall description of the dataset - 1 KB

OnLine resource
Processed data ( WWW:DOWNLOAD-1.0-link--download )

Records of the tags assigned by the five experts for each image - 468 KB

OnLine resource
Processed data ( WWW:DOWNLOAD-1.0-link--download )

The 2100 processed SAR images in PNG format - 413 MB

OnLine resource
DOI of the product ( WWW:LINK-1.0-http--metadata-URL )
OnLine resource
Seanoe ( rel-canonical )
Hierarchy level
Dataset
Statement
The ESA Sentinel-1 mission is a constellation of two polar-orbiting, sun-synchronous satellites (S-1 A and S-1 B) launched in April of 2014 and 2016, respectively. These two satellites both have a 12-day repeat cycle at the equator, and are phased at 180 deg to provide an effective 6-day repeat cycle. For each satellite, the expected lifetime is 7 years. Both carry a C-band SAR instrument with a center frequency of 5.405 GHz (5.5 cm wavelength). There are four exclusive imaging modes (Interferometric Wide swath, Extra Wide swath mode, Strip Map and Wave Mode) for the S-1 SAR sensors. WV is the default operational mode over open ocean unless wide-swath SAR images are requested for particular applications.
File identifier
seanoe:93947 XML
Metadata language
English
Character set
UTF8
Hierarchy level
Dataset
Date stamp
2024-04-17
Metadata standard name
ISO 19115:2003/19139
Metadata standard version
1.0
Point of contact
  School of Marine Sciences, Nanjing University of Information Science & Technology, Nanjing, China - WANG Chen
 
 

Overviews

overview

Spatial extent

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S
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Keywords

Atmosphere Barbados Convective cells Marine atmospheric boundary layer Multiple tagging Roll vortices Sentinel-1 wave mode Synthetic aperture radar (SAR)
ODATIS aggregation parameters and Essential Variable names
Waves
Type de jeux de donnée ODATIS
/Observational data/in-situ

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