Manually delineated glacier calving front locations of 27 marine-terminating glaciers from 2013 to 2021 ...

This dataset provides 898 manually delineated glacier calving front positions of 23 Greenland glaciers, two glaciers at the Antarctic Peninsula, one glacier in Svalbard and one glacier in Patagonia from 2013 to 2021. For manual delineation, we used optical Landsat-8 imagery. The dataset is composed...

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Bibliographic Details
Main Authors: Loebel, Erik, Scheinert, Mirko, Horwath, Martin, Humbert, Angelika, Sohn, Julia, Heidler, Konrad, Liebezeit, Charlotte, Zhu, Xiao Xiang
Format: Dataset
Language:unknown
Published: Technische Universität Dresden 2024
Subjects:
Geography
Geological Science
Antarctic
The Antarctic
Svalbard
Antarctic Peninsula
Patagonia
Greenland
Antarc*
glacier
Online Access:https://dx.doi.org/10.25532/opara-282
https://opara.zih.tu-dresden.de/xmlui/handle/123456789/6056
Description
Summary:This dataset provides 898 manually delineated glacier calving front positions of 23 Greenland glaciers, two glaciers at the Antarctic Peninsula, one glacier in Svalbard and one glacier in Patagonia from 2013 to 2021. For manual delineation, we used optical Landsat-8 imagery. The dataset is composed of two parts. Firstly we provide ocean masks and frontal positions as Polygon or LineString Shapefiles respectively. Secondly, we provide 1220 input raster subsets (9 layers each) with their corresponding, manually delineated, segmentation masks. Input raster subsets have dimensions of 512 pixels by 512 pixels and are available in both png and georeferenced tif format. These machine learning ready raster subsets are optimized for training and validating artificial neural networks. ...

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