Data Reduction Using Statistical and Regression Approaches for Ice Velocity Derived by Landsat-8, Sentinel-1 and Sentinel-2

Data Reduction Using Statistical and Regression Approaches for Ice Velocity Derived by Landsat-8, Sentinel-1 and Sentinel-2

During the last decade, the number of available satellite observations has increased significantly, allowing for far more frequent measurements of the glacier speed. Appropriate methods of post-processing need to be developed to efficiently deal with the large volumes of data generated and relativel...

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Bibliographic Details
Main Authors: Anna Derkacheva, Jeremie Mouginot, Romain Millan, Nathan Maier, Fabien Gillet-Chaulet
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Remote Sensing
Subjects:
ice velocity
time series
post-processing
data reduction
non-parametric regression
multi-sensor data
Online Access:https://www.mdpi.com/2072-4292/12/12/1935

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