Generating a Long-Term Spatiotemporally Continuous Melt Pond Fraction Dataset for Arctic Sea Ice Using an Artificial Neural Network and a Statistical-Based Temporal Filter

Characterizing the effect of spatial heterogeneity and the deployment of sampled plots on the uncertainty of ground “truth” on a coarse grid scale: Case study for near‐infrared (NIR) surface reflectance

(2022) Jianguang Wen et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Effect of melt ponds fraction on sea ice anomalies in the Arctic Ocean

(2021) Jiajun Feng et al.   International Journal of Applied Earth Observation and Geoinformation

Quantification of the Uncertainty Caused by Geometric Registration Errors in Multiscale Validation of Satellite Products

(2021) Xiaodan Wu et al.   IEEE Geoscience and Remote Sensing Letters

Melt Pond Retrieval Based on the LinearPolar Algorithm Using Landsat Data

(2021) Yuqing Qin et al.   Remote Sensing

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

Land Surface Albedo Variations in Sanjiang Plain from 1982 to 2015: Assessing with GLASS Data

(2020) Xijia Li et al.   Chinese Geographical Science

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

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

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

(2020) Yifan Ding et al.   Remote Sensing

A New Algorithm for Sea Ice Melt Pond Fraction Estimation From High‐Resolution Optical Satellite Imagery

(2020) Mingfeng Wang et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Estimation of Land Surface Albedo from MODIS and VIIRS Data: A Multi-Sensor Strategy Based on the Direct Estimation Algorithm and Statistical-Based Temporal Filter

(2020) Mengsi Wang et al.   Remote Sensing

An emergent constraint on future Arctic sea-ice albedo feedback

(2019) Chad W. Thackeray et al.   Nature Climate Change

A spectral mixture analysis approach to quantify Arctic first-year sea ice melt pond fraction using QuickBird and MODIS reflectance data

(2018) John J. Yackel et al.   REMOTE SENSING OF ENVIRONMENT

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

Inpainting of Remote Sensing SST Images With Deep Convolutional Generative Adversarial Network

(2018) Junyu Dong et al.   IEEE Geoscience and Remote Sensing Letters

Estimating Arctic sea-ice shortwave albedo from MODIS data

(2016) Ying Qu et al.   REMOTE SENSING OF ENVIRONMENT

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

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

Spectral albedo and transmittance of thin young Arctic sea ice

(2016) Torbjørn Taskjelle et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Object-based detection of Arctic sea ice and melt ponds using high spatial resolution aerial photographs

(2015) Xin Miao et al.   COLD REGIONS SCIENCE AND TECHNOLOGY

Observations of the summer breakup of an Arctic sea ice cover

(2015) Alexandra E. Arntsen et al.   GEOPHYSICAL RESEARCH LETTERS

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

Evidence of Arctic sea ice thinning from direct observations

(2014) Angelika H. H. Renner et al.   GEOPHYSICAL RESEARCH LETTERS

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

Albedo evolution of seasonal Arctic sea ice

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

Impact of melt ponds on Arctic sea ice simulations from 1990 to 2007

(2012) Daniela Flocco et al.   JOURNAL OF GEOPHYSICAL RESEARCH

The mechanisms of sea ice melt pond formation and evolution

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

Comparison of different retrieval techniques for melt ponds on Arctic sea ice from Landsat and MODIS satellite data

(2011) Anja Rösel et al.   ANNALS OF GLACIOLOGY

Melt pond formation and temporal evolution at the drifting station Tara during summer 2007

(2010) Paula Sankelo et al.   POLAR RESEARCH

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

Application of Aerosondes to Melt-Pond Observations over Arctic Sea Ice

(2008) Jun Inoue et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

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

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