Retrieval of Summer Sea Ice Concentration in the Pacific Arctic Ocean from AMSR2 Observations and Numerical Weather Data Using Random Forest Regression

Retrieval of Summer Sea Ice Concentration in the Pacific Arctic Ocean from AMSR2 Observations and Numerical Weather Data Using Random Forest Regression

The Arctic sea ice concentration (SIC) in summer is a key indicator of global climate change and important information for the development of a more economically valuable Northern Sea Route. Passive microwave (PM) sensors have provided information on the SIC since the 1970s by observing the brightne...

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Bibliographic Details
Main Authors: Hyangsun Han, Sungjae Lee, Hyun-Cheol Kim, Miae Kim
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Remote Sensing
Subjects:
summer sea ice concentration
Pacific Arctic Ocean
AMSR2
ERA-5
Random Forest regression
Online Access:https://www.mdpi.com/2072-4292/13/12/2283

Internet

https://www.mdpi.com/2072-4292/13/12/2283

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