Retrieval of Melt Pond Fraction over Arctic Sea Ice during 2000–2019 Using an Ensemble-Based Deep Neural Network

How Machine Learning and High‐Resolution Imagery Can Improve Melt Pond Retrieval From MODIS Over Current Spectral Unmixing Techniques

(2020) Nicholas C. Wright et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Machine learning approaches to retrieve pan-Arctic melt ponds from visible satellite imagery

(2020) Sanggyun Lee et al.   REMOTE SENSING OF ENVIRONMENT

Retrieval of Snow Depth over Arctic Sea Ice Using a Deep Neural Network

(2019) Jiping Liu et al.   Remote Sensing

The importance of capturing late melt season sea ice conditions for modeling the western Arctic ocean boundary layer

(2019) Shawn G. Gallaher   Elementa-Science of the Anthropocene

Towards reliable Arctic sea ice prediction using multivariate data assimilation

(2018) Jiping Liu et al.   Science Bulletin

Melt Pond Conditions on Declining Arctic Sea Ice Over 1979-2016: Model Development, Validation, and Results

(2018) Jinlun Zhang et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Deep learning in remote sensing scene classification: a data augmentation enhanced convolutional neural network framework

(2017) Xingrui Yu et al.   GIScience & Remote Sensing

Estimation of Melt Pond Fractions on First Year Sea Ice Using Compact Polarization SAR

(2017) Haiyan Li et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Photogrammetric retrieval and analysis of small scale sea ice topography during summer melt

(2016) Dmitry V. Divine et al.   COLD REGIONS SCIENCE AND TECHNOLOGY

Melt pond distribution and geometry in high Arctic sea ice derived from aerial investigations

(2016) W. Huang et al.   ANNALS OF GLACIOLOGY

Retrieval of Melt Ponds on Arctic Multiyear Sea Ice in Summer from TerraSAR-X Dual-Polarization Data Using Machine Learning Approaches: A Case Study in the Chukchi Sea with Mid-Incidence Angle Data

(2016) Hyangsun Han et al.   Remote Sensing

Estimation of melt pond fraction over high-concentration Arctic sea ice using AMSR-E passive microwave data

(2016) Yasuhiro Tanaka et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Revisiting the potential of melt pond fraction as a predictor for the seasonal Arctic sea ice extent minimum

(2015) Jiping Liu et al.   Environmental Research Letters

Arctic sea ice trends, variability and implications for seasonal ice forecasting

(2015) Mark C. Serreze et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Algorithm to retrieve the melt pond fraction and the spectral albedo of Arctic summer ice from satellite optical data

(2015) E. Zege et al.   REMOTE SENSING OF ENVIRONMENT

Seasonal evolution of melt ponds on Arctic sea ice

(2015) Melinda A. Webster et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Impacts of sea ice retreat, thinning, and melt-pond proliferation on the summer phytoplankton bloom in the Chukchi Sea, Arctic Ocean

(2014) Molly A. Palmer et al.   DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY

On the Estimation of Melt Pond Fraction on the Arctic Sea Ice With ENVISAT WSM Images

(2014) Marko Makynen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

September Arctic sea-ice minimum predicted by spring melt-pond fraction

(2014) David Schröder et al.   Nature Climate Change

Correction to “Changes in Arctic sea ice result in increasing light transmittance and absorption”

(2013) M. Nicolaus et al.   GEOPHYSICAL RESEARCH LETTERS

Melt Pond Mapping With High-Resolution SAR: The First View

(2013) Duk-jin Kim et al.   PROCEEDINGS OF THE IEEE

Changes in Arctic sea ice result in increasing light transmittance and absorption

(2012) M. Nicolaus et al.   GEOPHYSICAL RESEARCH LETTERS

Albedo evolution of seasonal Arctic sea ice

(2012) Donald K. Perovich et al.   GEOPHYSICAL RESEARCH LETTERS

Exceptional melt pond occurrence in the years 2007 and 2011 on the Arctic sea ice revealed from MODIS satellite data

(2012) Anja Rösel et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Massive Phytoplankton Blooms Under Arctic Sea Ice

(2012) K. R. Arrigo et al.   SCIENCE

The Arctic’s rapidly shrinking sea ice cover: a research synthesis

(2011) Julienne C. Stroeve et al.   CLIMATIC CHANGE

Improved Sea Ice Shortwave Radiation Physics in CCSM4: The Impact of Melt Ponds and Aerosols on Arctic Sea Ice*

(2011) Marika M. Holland et al.   JOURNAL OF CLIMATE

The mechanisms of sea ice melt pond formation and evolution

(2011) Chris Polashenski et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Surface Emissivity of the Arctic Sea Ice at AMSR-E Frequencies

(2009) N. Mathew et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Transpolar observations of the morphological properties of Arctic sea ice

(2009) Donald K. Perovich et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Sea ice surface features in Arctic summer 2008: Aerial observations

(2009) Peng Lu et al.   REMOTE SENSING OF ENVIRONMENT

Accelerated decline in the Arctic sea ice cover

(2008) Josefino C. Comiso et al.   GEOPHYSICAL RESEARCH LETTERS

Sea ice remote sensing using AMSR-E 89-GHz channels

(2008) G. Spreen et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Derivation of melt pond coverage on Arctic sea ice using MODIS observations

(2008) Mark A. Tschudi et al.   REMOTE SENSING OF ENVIRONMENT