Development of an ENVISAT altimetry processor providing sea level continuity between open ocean and Arctic leads
Over the Arctic regions, current conventional altimetry products suffer from a lack of coverage or from degraded performance due to the inadequacy of the standard process- ing applied in the ground segments. This paper presents a set of dedicated algorithms able to process consistently returns from...
Published in: | IEEE Transactions on Geoscience and Remote Sensing |
---|---|
Main Authors: | , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
2018
|
Subjects: | |
Online Access: | http://plymsea.ac.uk/id/eprint/7750/ http://plymsea.ac.uk/id/eprint/7750/13/Published%20version.pdf http://ieeexplore.ieee.org/document/8328007/ https://doi.org/10.1109/TGRS.2018.2813061 |
id |
ftplymouthml:oai:plymsea.ac.uk:7750 |
---|---|
record_format |
openpolar |
spelling |
ftplymouthml:oai:plymsea.ac.uk:7750 2023-05-15T14:26:25+02:00 Development of an ENVISAT altimetry processor providing sea level continuity between open ocean and Arctic leads Poisson, JC Quartly, GD Kurekin, A Thibaut, P Hoang, D Nencioli, F 2018-03-29 text http://plymsea.ac.uk/id/eprint/7750/ http://plymsea.ac.uk/id/eprint/7750/13/Published%20version.pdf http://ieeexplore.ieee.org/document/8328007/ https://doi.org/10.1109/TGRS.2018.2813061 en eng http://plymsea.ac.uk/id/eprint/7750/13/Published%20version.pdf Poisson, JC; Quartly, GD; Kurekin, A; Thibaut, P; Hoang, D; Nencioli, F. 2018 Development of an ENVISAT altimetry processor providing sea level continuity between open ocean and Arctic leads. IEEE Transactions on Geoscience and Remote Sensing, 56(9). 5299-5319. https://doi.org/10.1109/TGRS.2018.2813061 <https://doi.org/10.1109/TGRS.2018.2813061> cc_by CC-BY Earth Observation - Remote Sensing Oceanography Publication - Article PeerReviewed 2018 ftplymouthml https://doi.org/10.1109/TGRS.2018.2813061 2022-09-13T05:49:08Z Over the Arctic regions, current conventional altimetry products suffer from a lack of coverage or from degraded performance due to the inadequacy of the standard process- ing applied in the ground segments. This paper presents a set of dedicated algorithms able to process consistently returns from open ocean and from sea ice leads in the Arctic Ocean (detection of water surfaces and derivation of water levels using returns from these surfaces). This processing extends the area over which a precise sea level can be com- puted. In the frame of the ESA Sea Level Climate Change Initiative (CCI, http://cci.esa.int), we have first developed a new surface identification method combining two complementary solutions, one using a multiple criteria approach (in particular the backscattering coefficient and the peakiness coefficient of the waveforms) and one based on a supervised neural net- work approach. Then, a new physical model has been developed (modified from the Brown model to include anisotropy in the scattering from calm protected water surfaces) and has been implemented in a Maximum Likelihood Estimation retracker. This allows us to process both sea-ice lead waveforms (characterized by their peaky shapes) and ocean waveforms (more diffuse returns), guaranteeing, by construction, continuity between open ocean and ice-covered regions. This new processing has been used to produce maps of Arctic sea level anomaly from 18Hz ENVISAT/RA-2 data Article in Journal/Newspaper Arctic Arctic Arctic Ocean Climate change Sea ice Plymouth Marine Science Electronic Archive (PlyMSEA - Plymouth Marine Laboratory, PML) Arctic Arctic Ocean IEEE Transactions on Geoscience and Remote Sensing 56 9 5299 5319 |
institution |
Open Polar |
collection |
Plymouth Marine Science Electronic Archive (PlyMSEA - Plymouth Marine Laboratory, PML) |
op_collection_id |
ftplymouthml |
language |
English |
topic |
Earth Observation - Remote Sensing Oceanography |
spellingShingle |
Earth Observation - Remote Sensing Oceanography Poisson, JC Quartly, GD Kurekin, A Thibaut, P Hoang, D Nencioli, F Development of an ENVISAT altimetry processor providing sea level continuity between open ocean and Arctic leads |
topic_facet |
Earth Observation - Remote Sensing Oceanography |
description |
Over the Arctic regions, current conventional altimetry products suffer from a lack of coverage or from degraded performance due to the inadequacy of the standard process- ing applied in the ground segments. This paper presents a set of dedicated algorithms able to process consistently returns from open ocean and from sea ice leads in the Arctic Ocean (detection of water surfaces and derivation of water levels using returns from these surfaces). This processing extends the area over which a precise sea level can be com- puted. In the frame of the ESA Sea Level Climate Change Initiative (CCI, http://cci.esa.int), we have first developed a new surface identification method combining two complementary solutions, one using a multiple criteria approach (in particular the backscattering coefficient and the peakiness coefficient of the waveforms) and one based on a supervised neural net- work approach. Then, a new physical model has been developed (modified from the Brown model to include anisotropy in the scattering from calm protected water surfaces) and has been implemented in a Maximum Likelihood Estimation retracker. This allows us to process both sea-ice lead waveforms (characterized by their peaky shapes) and ocean waveforms (more diffuse returns), guaranteeing, by construction, continuity between open ocean and ice-covered regions. This new processing has been used to produce maps of Arctic sea level anomaly from 18Hz ENVISAT/RA-2 data |
format |
Article in Journal/Newspaper |
author |
Poisson, JC Quartly, GD Kurekin, A Thibaut, P Hoang, D Nencioli, F |
author_facet |
Poisson, JC Quartly, GD Kurekin, A Thibaut, P Hoang, D Nencioli, F |
author_sort |
Poisson, JC |
title |
Development of an ENVISAT altimetry processor providing sea level continuity between open ocean and Arctic leads |
title_short |
Development of an ENVISAT altimetry processor providing sea level continuity between open ocean and Arctic leads |
title_full |
Development of an ENVISAT altimetry processor providing sea level continuity between open ocean and Arctic leads |
title_fullStr |
Development of an ENVISAT altimetry processor providing sea level continuity between open ocean and Arctic leads |
title_full_unstemmed |
Development of an ENVISAT altimetry processor providing sea level continuity between open ocean and Arctic leads |
title_sort |
development of an envisat altimetry processor providing sea level continuity between open ocean and arctic leads |
publishDate |
2018 |
url |
http://plymsea.ac.uk/id/eprint/7750/ http://plymsea.ac.uk/id/eprint/7750/13/Published%20version.pdf http://ieeexplore.ieee.org/document/8328007/ https://doi.org/10.1109/TGRS.2018.2813061 |
geographic |
Arctic Arctic Ocean |
geographic_facet |
Arctic Arctic Ocean |
genre |
Arctic Arctic Arctic Ocean Climate change Sea ice |
genre_facet |
Arctic Arctic Arctic Ocean Climate change Sea ice |
op_relation |
http://plymsea.ac.uk/id/eprint/7750/13/Published%20version.pdf Poisson, JC; Quartly, GD; Kurekin, A; Thibaut, P; Hoang, D; Nencioli, F. 2018 Development of an ENVISAT altimetry processor providing sea level continuity between open ocean and Arctic leads. IEEE Transactions on Geoscience and Remote Sensing, 56(9). 5299-5319. https://doi.org/10.1109/TGRS.2018.2813061 <https://doi.org/10.1109/TGRS.2018.2813061> |
op_rights |
cc_by |
op_rightsnorm |
CC-BY |
op_doi |
https://doi.org/10.1109/TGRS.2018.2813061 |
container_title |
IEEE Transactions on Geoscience and Remote Sensing |
container_volume |
56 |
container_issue |
9 |
container_start_page |
5299 |
op_container_end_page |
5319 |
_version_ |
1766298969113100288 |