Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya

Normalized difference vegetation index measurements from the advanced very high resolution radiometer

Samuel N Goward, Brian Markham, Dennis G Dye, Wayne Dulaney, and Jingli Yang · 1991

Earlier work this paper cites.

NDWI—a normalized difference water index for remote sensing of vegetation liquid water from space

Bo-Cai Gao · 1996

Earlier work this paper cites.

Mountain glaciers are at risk of extinction

Mark B Dyurgerov · 2005

Earlier work this paper cites.

The impact of global warming on the glaciers of the himalaya

Samjwal R Bajracharya, Pradeep K Mool, and Basanta R Shrestha · 2006

Earlier work this paper cites.

The shuttle radar topography mission

Tom G. Farr, Paul A. Rosen, Edward Caro, Robert Crippen, Riley Duren, Scott Hensley, Michael Kobrick, Mimi Paller, Ernesto Rodriguez, Ladislav Roth, David Seal, Scott Shaffer, Joanne Shimada, Jeffrey Umland, Marian Werner, Michael Oskin, Douglas Burbank, and Douglas Alsdorf · 2007

Earlier work this paper cites.

Challenges and recommendations in mapping of glacier parameters from space: results of the 2008 global land ice measurements from space (glims) workshop, boulder, colorado, usa

Adina E Racoviteanu, Frank Paul, Bruce Raup, Siri Jodha Singh Khalsa, and Richard Armstrong · 2009

Earlier work this paper cites.

Normalized-difference snow index (NDSI)

Dorothy K Hall and George A Riggs · 2010

Cited alongside, same era.

The status of glaciers in the hindu kush-himalayan region

Samjwal Ratna Bajracharya and Basanta Raj Shrestha · 2011

Cited alongside, same era.

Clean ice and debris covered glaciers of hkh region, 2011

ICIMOD · 2011

Cited alongside, same era.

On the accuracy of glacier outlines derived from remote-sensing data

Frank Paul, Nicholas E Barrand, S Baumann, Etienne Berthier, Tobias Bolch, K Casey, Holger Frey, SP Joshi, V Konovalov, Raymond Le Bris, et al · 2013

Cited alongside, same era.

Mapping debris-covered glaciers in the cordillera blanca, peru: an object-based image analysis approach

Donald J Biddle · 2015

Cited alongside, same era.

U-Net: Convolutional networks for biomedical image segmentation

Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015

Later among the works it cites.

Efficient object localization using convolutional networks

Original

Jonathan Tompson, Ross Goroshin, Arjun Jain, Yann LeCun, and Christoph Bregler · 2015

Later among the works it cites.

Generalised dice overlap as a deep learning loss function for highly unbalanced segmentations

Carole H Sudre, Wenqi Li, Tom Vercauteren, Sebastien Ourselin, and M Jorge Cardoso · 2017

Later among the works it cites.

Integrated learning and feature selection for deep neural networks in multispectral images

Anthony Ortiz, Alonso Granados, Olac Fuentes, Christopher Kiekintveld, Dalton Rosario, and Zachary Bell · 2018

Later among the works it cites.

eCognition software by Trimble GeoSpatial: Munich, Germany

Trimble GeoSpatial · 2020

Closest in time.