Pervasive glacier retreats across Svalbard from 1985 to 2023

Authors: Tian Li, Stefan Hofer, Geir Moholdt, Adam Igneczi, Konrad Heidler, Xiao Xiang Zhu, Jonathan Bamber

Source: Nature Communications, Vol 16, Iss 1, Pp 1-11 (2025)

Subject Terms: Science

File Description: electronic resource

Relation: https://doaj.org/toc/2041-1723

Access URL: https://doaj.org/article/e8af6f12de9c455fb67fd381c5fd2691

IceLines – A new data set of Antarctic ice shelf front positions

Authors: Celia A. Baumhoer, Andreas J. Dietz, Konrad Heidler, Claudia Kuenzer

Source: Scientific Data, Vol 10, Iss 1, Pp 1-10 (2023)

Subject Terms: Science

File Description: electronic resource

Relation: https://doaj.org/toc/2052-4463

Access URL: https://doaj.org/article/d038a477765a4abda8fefcb9e1a88322

Self-supervised audiovisual representation learning for remote sensing data

Authors: Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu

Source: International Journal of Applied Earth Observations and Geoinformation, Vol 116, Iss , Pp 103130- (2023)

Subject Terms: Self-supervised learning, Multi-modal learning, Representation learning, Audiovisual dataset, Physical geography, GB3-5030, Environmental sciences, GE1-350

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1569843222003181; https://doaj.org/toc/1569-8432

Access URL: https://doaj.org/article/7e59733d574f49a7a91a10630abec717

Developing and Testing a Deep Learning Approach for Mapping Retrogressive Thaw Slumps

Authors: Ingmar Nitze, Konrad Heidler, Sophia Barth, Guido Grosse

Source: Remote Sensing, Vol 13, Iss 21, p 4294 (2021)

Subject Terms: deep learning, image segmentation, permafrost thaw, semantic segmentation, disturbances, computer vision, Science

File Description: electronic resource

Relation: https://www.mdpi.com/2072-4292/13/21/4294; https://doaj.org/toc/2072-4292

Access URL: https://doaj.org/article/b13024976aac4c3ebe8ec61149dc2bb5