Mapping retrogressive thaw slumps using deep neural networks

Author:

Yang Yili,Rogers Brendan M.,Fiske Greg,Watts Jennifer,Potter Stefano,Windholz Tiffany,Mullen Andrew,Nitze Ingmar,Natali Susan M.

Funder

Heising-Simons Foundation

Publisher

Elsevier BV

Subject

Computers in Earth Sciences,Geology,Soil Science

Reference48 articles.

1. Multi-object segmentation in complex urban scenes from high-resolution remote sensing data;Abdollahi;Remote Sens.,2021

2. Timing of retrogressive thaw slump initiation in the noatak basin, northwest alaska, usa;Balser;J. Geophys. Res.: Earth Surf.,2014

3. Algorithms for hyper-parameter optimization;Bergstra;Adv. Neural Inf. Process. Syst.,2011

4. Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures;Bergstra,2013

5. Mapping retrogressive thaw slumps using single-pass tandem-x observations;Bernhard;IEEE J. Select. Top. Appl. Earth Obs. Remote Sens.,2020

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