Preliminary Results of Nearshore Ice and Water Level Monitoring in Arctic Using Single Antenna Ground-Based Reflectometry

We present an efficient ground-based GNSS-Reflectometry (GNSS-R) algorithm as well as experimental results to estimate water level as well as detect the presence of sea ice in the Arctic region. Our work enables the use of cost effective GNSS receivers to increase the spatial and temporal resolution in monitoring water level and sea ice in the Arctic. GNSS-R based sea level estimation during non-ice, calm sea state is accurate with error ranging between 0 – 3 cm (± 2 – 4 cm standard deviation) for all GNSS constellations when processed individually. During rough sea state period, we could detect the sea state from Confidence Level of Retrieval (CLR) whose value drops to less than 5; CLR is usually well above 10 during calm sea state. Our algorithm detects the onset and withdrawal of sea ice with CLR average value during ice-free period nominally less than 20 but increases to 30 and above from the onset of ice in the middle of December till its withdrawal in the end of May. We also validated our water level and sea ice/snow estimates with laser surveying, and they are in good agreement.

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Publication Details

Journal
Proceedings of the Institute of Navigation ... International Technical Meeting/Proceedings of the ... International Technical Meeting of The Institute of Navigation
Published
2025-02-13
DOI
https://doi.org/10.33012/2025.19982
Primary Topic
Arctic and Antarctic ice dynamics
Type
article
Field-Weighted Citation Impact
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article

Preliminary Results of Nearshore Ice and Water Level Monitoring in Arctic Using Single Antenna Ground-Based Reflectometry

Althaf Azeez, Andrew R. Mahoney, Jihye Park
Proceedings of the Institute of Navigation ... International Technical Meeting/Proceedings of the ... International Technical Meeting of The Institute of Navigation
Arctic and Antarctic ice dynamics
article

Preliminary Results of Nearshore Ice and Water Level Monitoring in Arctic Using Single Antenna Ground-Based Reflectometry

Althaf Azeez, Andrew R. Mahoney, Jihye Park
article en

Abstract

We present an efficient ground-based GNSS-Reflectometry (GNSS-R) algorithm as well as experimental results to estimate water level as well as detect the presence of sea ice in the Arctic region. Our work enables the use of cost effective GNSS receivers to increase the spatial and temporal resolution in monitoring water level and sea ice in the Arctic. GNSS-R based sea level estimation during non-ice, calm sea state is accurate with error ranging between 0 – 3 cm (± 2 – 4 cm standard deviation) for all GNSS constellations when processed individually. During rough sea state period, we could detect the sea state from Confidence Level of Retrieval (CLR) whose value drops to less than 5; CLR is usually well above 10 during calm sea state. Our algorithm detects the onset and withdrawal of sea ice with CLR average value during ice-free period nominally less than 20 but increases to 30 and above from the onset of ice in the middle of December till its withdrawal in the end of May. We also validated our water level and sea ice/snow estimates with laser surveying, and they are in good agreement.

Proceedings of the Institute of Navigation ... International Technical Meeting/Proceedings of the ... International Technical Meeting of The Institute of Navigation
Life below water
Openalex Percentile: Top 98%
Arctic and Antarctic ice dynamics
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