Results 71 to 80 of about 471,351 (368)

Machine Learning-Based Image Processing for Ice Concentration during Chukchi and Beaufort Sea Trials

open access: yesJournal of Marine Science and Engineering, 2023
Growing interest in finding the optimal route through the arctic ocean, and sea ice concentration is also emerging as a factor to be considered. In this paper, an algorithm to calculate the sea ice concentration was developed based on the images taken ...
Huichan Kim   +2 more
doaj   +1 more source

Arctic Sea Ice Concentration Assimilation in an Operational Global 1/10° Ocean Forecast System

open access: yesRemote Sensing, 2023
To understand the Arctic environment, which is closely related to sea ice and to reduce potential risks, reliable sea ice forecasts are indispensable. A practical, lightweight yet effective assimilation scheme of sea ice concentration based on Optimal ...
Qiuli Shao   +5 more
doaj   +1 more source

Satellite-Based Prediction of Arctic Sea Ice Concentration Using a Deep Neural Network with Multi-Model Ensemble

open access: yesRemote Sensing, 2018
Warming of the Arctic leads to a decrease in sea ice, and the decrease of sea ice, in turn, results in warming of the Arctic again. Several microwave sensors have provided continuously updated sea ice data for over 30 years.
Jiwon Kim   +5 more
semanticscholar   +1 more source

Sensitivity of Arctic warming to sea ice concentration [PDF]

open access: yesJournal of Geophysical Research: Atmospheres, 2016
AbstractWe examine the sensitivity of Arctic amplification (AA) to background sea ice concentration (SIC) under greenhouse warming by analyzing the data sets of the historical and Representative Concentration Pathway 8.5 runs of the Coupled Model Intercomparison Project Phase 5.
Yim, BY   +4 more
openaire   +2 more sources

Statistical Modeling of Sea Ice Concentration Using Satellite Imagery and Climate Reanalysis Data in the Barents and Kara Seas, 1979–2012

open access: yesRemote Sensing, 2014
Extensive sea ice over Arctic regions is largely involved in heat, moisture, and momentum exchanges between the atmosphere and ocean. Some previous studies have been conducted to develop statistical models for the status of Arctic sea ice and showed ...
Jihye Ahn   +4 more
doaj   +1 more source

Artificial Neural Network for the Short-Term Prediction of Arctic Sea Ice Concentration

open access: yesRemote Sensing, 2019
In this paper, we applied an artificial neural network (ANN) to the short-term prediction of the Arctic sea ice concentration (SIC). The prediction was performed using encoding and decoding processes, in which a gated recurrent unit encodes sequential ...
Minjoo Choi   +2 more
semanticscholar   +1 more source

On the assimilation of ice velocity and concentration data into large-scale sea ice models [PDF]

open access: yes, 2007
Data assimilation into sea ice models designed for climate studies has started about 15 years ago. In most of the studies conducted so far, it is assumed that the improvement brought by the assimilation is straightforward.
T. Fichefet, V. Dulière
core   +3 more sources

Simulated Geophysical Noise in Sea Ice Concentration Estimates of Open Water and Snow-Covered Sea Ice

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022
Sea ice concentration algorithms using brightness temperatures ($T_{B}$) from satellite microwave radiometers are used to compute sea ice concentration ($c_{\text{ice}}$), sea ice extent, and generate sea ice climate data records. Therefore, it is important to minimize the sensitivity of $c_{\text{ice}}$ estimates to geophysical noise caused by snow ...
Rasmus T. Tonboe   +9 more
openaire   +3 more sources

The Arctic sea ice cover of 2016: a year of record-low highs and higher-than-expected lows [PDF]

open access: yesThe Cryosphere, 2018
The Arctic sea ice cover of 2016 was highly noteworthy, as it featured record low monthly sea ice extents at the start of the year but a summer (September) extent that was higher than expected by most seasonal forecasts.
A. A. Petty   +10 more
doaj   +1 more source

Analysis of the Spatial and Temporal Variation of Sea Ice and Connectivity in the NEP of the Arctic in Summer in Hot Years

open access: yesJournal of Marine Science and Engineering, 2021
Climate warming has enabled the Arctic region to achieve seasonal navigation, and sea ice concentration is an important factor affecting the navigation of the Arctic waterways.
Guochong Liu   +5 more
doaj   +1 more source

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