1OPTICAL CLASSIFICATION OF WATER TYPES BASED ON REMOTELY-SENSED OCEAN COLOUR
We are developing optical water type classification approaches based on remotely-sensed water leaving radiance, with application to the study of spatial and temporal dynamics of ecologically and biogeochemically important properties of the upper ocean. In contrast to previous studies that have focus...
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ftciteseerx:oai:CiteSeerX.psu:10.1.1.579.8549 2023-05-15T17:45:36+02:00 1OPTICAL CLASSIFICATION OF WATER TYPES BASED ON REMOTELY-SENSED OCEAN COLOUR Linda V. Martin Traykovski Heidi M. Sosik The Pennsylvania State University CiteSeerX Archives application/pdf http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.579.8549 http://www.whoi.edu/science/B/sosiklab/1150LT.pdf en eng http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.579.8549 http://www.whoi.edu/science/B/sosiklab/1150LT.pdf Metadata may be used without restrictions as long as the oai identifier remains attached to it. http://www.whoi.edu/science/B/sosiklab/1150LT.pdf text ftciteseerx 2016-01-08T12:55:59Z We are developing optical water type classification approaches based on remotely-sensed water leaving radiance, with application to the study of spatial and temporal dynamics of ecologically and biogeochemically important properties of the upper ocean. In contrast to previous studies that have focused primarily on pigment distributions, our goal is to extract as much information as possible from the full set of spectral bands. Our initial work includes a regional study of optical properties in the northwest Atlantic based on CZCS and SeaWiFS data, as well as the detection and identification of phytoplankton blooms around the globe. With this preliminary study, we have established a basis for the application of feature-based approaches for the optical classification of water types. Future work will involve integrating in situ data into classifier development, and exploring the utility of both model-based and feature-based classification approaches. INTRODUCTION AND BACKGROUND Optical water type classification approaches based on remotely-sensed water Text Northwest Atlantic Unknown |
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We are developing optical water type classification approaches based on remotely-sensed water leaving radiance, with application to the study of spatial and temporal dynamics of ecologically and biogeochemically important properties of the upper ocean. In contrast to previous studies that have focused primarily on pigment distributions, our goal is to extract as much information as possible from the full set of spectral bands. Our initial work includes a regional study of optical properties in the northwest Atlantic based on CZCS and SeaWiFS data, as well as the detection and identification of phytoplankton blooms around the globe. With this preliminary study, we have established a basis for the application of feature-based approaches for the optical classification of water types. Future work will involve integrating in situ data into classifier development, and exploring the utility of both model-based and feature-based classification approaches. INTRODUCTION AND BACKGROUND Optical water type classification approaches based on remotely-sensed water |
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The Pennsylvania State University CiteSeerX Archives |
format |
Text |
author |
Linda V. Martin Traykovski Heidi M. Sosik |
spellingShingle |
Linda V. Martin Traykovski Heidi M. Sosik 1OPTICAL CLASSIFICATION OF WATER TYPES BASED ON REMOTELY-SENSED OCEAN COLOUR |
author_facet |
Linda V. Martin Traykovski Heidi M. Sosik |
author_sort |
Linda V. Martin Traykovski |
title |
1OPTICAL CLASSIFICATION OF WATER TYPES BASED ON REMOTELY-SENSED OCEAN COLOUR |
title_short |
1OPTICAL CLASSIFICATION OF WATER TYPES BASED ON REMOTELY-SENSED OCEAN COLOUR |
title_full |
1OPTICAL CLASSIFICATION OF WATER TYPES BASED ON REMOTELY-SENSED OCEAN COLOUR |
title_fullStr |
1OPTICAL CLASSIFICATION OF WATER TYPES BASED ON REMOTELY-SENSED OCEAN COLOUR |
title_full_unstemmed |
1OPTICAL CLASSIFICATION OF WATER TYPES BASED ON REMOTELY-SENSED OCEAN COLOUR |
title_sort |
1optical classification of water types based on remotely-sensed ocean colour |
url |
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.579.8549 http://www.whoi.edu/science/B/sosiklab/1150LT.pdf |
genre |
Northwest Atlantic |
genre_facet |
Northwest Atlantic |
op_source |
http://www.whoi.edu/science/B/sosiklab/1150LT.pdf |
op_relation |
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.579.8549 http://www.whoi.edu/science/B/sosiklab/1150LT.pdf |
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Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
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1766148761295257600 |