Unsupervised machine learning detection of iceberg populations within sea ice from dual-polarisation SAR imagery

Automated detection and tracking of medium-large icebergs from Sentinel-1 imagery using Google Earth Engine

(2023) Younghyun Koo et al.   REMOTE SENSING OF ENVIRONMENT

SAR Ship–Iceberg Discrimination in Arctic Conditions Using Deep Learning

(2022) Peder Heiselberg et al.   Remote Sensing

Quantarctica, an integrated mapping environment for Antarctica, the Southern Ocean, and sub-Antarctic islands

(2021) Kenichi Matsuoka et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Automated iceberg tracking with a machine learning approach applied to SAR imagery: A Weddell sea case study

(2021) Mauro M. Barbat et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A digital twin of Earth for the green transition

(2021) Peter Bauer et al.   Nature Climate Change

Ship‐iceberg discrimination from Sentinel‐1 synthetic aperture radar data using parallel convolutional neural network

(2021) Lan Song et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Ice-sheet losses track high-end sea-level rise projections

(2020) Thomas Slater et al.   Nature Climate Change

Automatic Detection of Small Icebergs in Fast Ice Using Satellite Wide-Swath SAR Images

(2019) Ingri Soldal et al.   Remote Sensing

The life cycle of small- to medium-sized icebergs in the Amundsen Sea Embayment

(2019) Aleksandra K. Mazur et al.   POLAR RESEARCH

Antarctic iceberg impacts on future Southern Hemisphere climate

(2019) Fabian Schloesser et al.   Nature Climate Change

An adaptive machine learning approach to improve automatic iceberg detection from SAR images

(2019) Mauro M. Barbat et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Comprehensive Database for Antarctic Iceberg Tracking Using Scatterometer Data

(2018) Jeffrey S. Budge et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A model for assessing iceberg hazard

(2018) Grant R. Bigg et al.   NATURAL HAZARDS

How much, how fast?: A science review and outlook for research on the instability of Antarctica's Thwaites Glacier in the 21st century

(2017) T.A. Scambos et al.   GLOBAL AND PLANETARY CHANGE

Unsupervised PolSAR Image Classification and Segmentation Using Dirichlet Process Mixture Model and Markov Random Fields With Similarity Measure

(2017) Wanying Song et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

An object-based SAR image iceberg detection algorithm applied to the Amundsen Sea

(2017) A.K. Mazur et al.   REMOTE SENSING OF ENVIRONMENT

A Bayesian non-parametric hidden Markov random model for hemodynamic brain parcellation

(2017) M. Albughdadi et al.   SIGNAL PROCESSING

Iceberg killing fields limit huge potential for benthic blue carbon in Antarctic shallows

(2016) David K. A. Barnes   GLOBAL CHANGE BIOLOGY

A Depolarization Ratio Anomaly Detector to Identify Icebergs in Sea Ice Using Dual-Polarization SAR Images

(2016) Armando Marino et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Enhanced Southern Ocean marine productivity due to fertilization by giant icebergs

(2016) Luis P. A. M. Duprat et al.   Nature Geoscience

Incidence angle normalization of Wide Swath SAR data for oceanographic applications

(2016) Konstantinos Topouzelis et al.   Open Geosciences

The effects of Antarctic iceberg calving-size distribution in a global climate model

(2016) A. A. Stern et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Joint Lung CT Image Segmentation: A Hierarchical Bayesian Approach

(2016) Wenjun Cheng et al.   PLoS One

Incremental learning to segment micrographs

(2015) G. Impoco et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Ocean glider observations of iceberg-enhanced biological production in the northwestern Weddell Sea

(2015) Louise C. Biddle et al.   GEOPHYSICAL RESEARCH LETTERS

Ocean-driven thinning enhances iceberg calving and retreat of Antarctic ice shelves

(2015) Yan Liu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Near-coastal circum-Antarctic iceberg size distributions determined from Synthetic Aperture Radar images

(2015) Christine Wesche et al.   REMOTE SENSING OF ENVIRONMENT

Calving fluxes and basal melt rates of Antarctic ice shelves

(2013) M. A. Depoorter et al.   NATURE

Iceberg-induced changes to polynya operation and regional oceanography in the southern Ross Sea, Antarctica, from in situ observations

(2012) N.J. Robinson et al.   ANTARCTIC SCIENCE

Gaussian mixture model based segmentation methods for brain MRI images

(2012) M. A. Balafar   ARTIFICIAL INTELLIGENCE REVIEW

Iceberg signatures and detection in SAR images in two test regions of the Weddell Sea, Antarctica

(2012) Christine Wesche et al.   JOURNAL OF GLACIOLOGY

Islands of Ice: Influence of Free-Drifting Antarctic Icebergs on Pelagic Marine Ecosystems

(2012) Maria Vernet et al.   OCEANOGRAPHY

Reassessment of the Potential Sea-Level Rise from a Collapse of the West Antarctic Ice Sheet

(2009) J. L. Bamber et al.   SCIENCE

Bayesian mixture models of variable dimension for image segmentation

(2008) Adelino R. Ferreira da Silva   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Bioavailable iron in the Southern Ocean: the significance of the iceberg conveyor belt

(2008) Rob Raiswell et al.   GEOCHEMICAL TRANSACTIONS