Supplementary Information for "Supervised classification of slush and ponded water on Antarctic ice shelves using Landsat 8 imagery" by R.L. Dell and Others

Dell, R., Banwell, A., Willis, I., Arnold, N., Halberstadt, A. R., Chudley, T., & Pritchard, H. (2022). Supplementary Information for "Supervised classification of slush and ponded water on Antarctic ice shelves using Landsat 8 imagery" by R.L. Dell and Others [Dataset]. https://doi.org/10.17863/CAM.77156

Description

Code in support of "Supervised classification of slush and ponded water on Antarctic ice shelves using Landsat 8 imagery" by R.L. Dell and others. The scripts provided facilitate the pre-processing of Landsat 8 images for the training, validation, and application of of a Random Forest Classifier. Scripts to train, validate, and apply a Random Forest Classifier are also provided. All scipts are written in Google Earth Engine. The methodological information relating to these scripts can be found in the companion paper: Dell RL, Banwell AF, Willis IC, Arnold NS, Halberstadt ARW, Chudley TR, Pritchard HD (2021). Supervised classification of slush and ponded water on Antarctic ice shelves using Landsat 8 imagery. Journal of Glaciology 1-14. https://doi.org/10.1017/jog.2021.114.

Format

Scripts written and executed in Google Earth Engine (https://earthengine.google.com/)

Keywords

glaciology, Antarctica, remote sensing, ice shelf

Relationships

Publication Reference: https://doi.org/10.1017/jog.2021.114 https://www.repository.cam.ac.uk/handle/1810/329873

Identifiers

This record's DOI: https://doi.org/10.17863/CAM.77156

Rights

Attribution 4.0 International (CC BY 4.0)

Licence URL: https://creativecommons.org/licenses/by/4.0/

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Except where otherwise noted, this item's licence is described as Attribution 4.0 International (CC BY 4.0)