Automated mapping and classification of valleys beneath the Greenland Ice Sheet: Datasets ...

Valley morphology and classification: training dataset and full dataset for Greenland This dataset contains: TrainingDataValleys.csv: A .csv file of the training dataset used to classify valleys in Greenland as 'fluvial' or 'glacial'. These valleys were extracted from the Coperni...

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Bibliographic Details
Main Author: Paxman, Guy
Format: Dataset
Language:unknown
Published: Zenodo 2023
Subjects:
Online Access:https://dx.doi.org/10.5281/zenodo.7794565
https://zenodo.org/record/7794565
Description
Summary:Valley morphology and classification: training dataset and full dataset for Greenland This dataset contains: TrainingDataValleys.csv: A .csv file of the training dataset used to classify valleys in Greenland as 'fluvial' or 'glacial'. These valleys were extracted from the Copernicus 90 m global digital elevation model. GreenlandValleys.csv: A .csv file of the locations, morphometrics, and class of Greenland valleys identified in Operation IceBridge and CReSIS radio-echo sounding data. These valleys have been classified using a random forest model trained using the above training dataset. ...