Understanding the synergies of deep learning and data fusion of multispectral and panchromatic high resolution commercial satellite imagery for automated ice-wedge polygon detection

SealNet: A fully-automated pack-ice seal detection pipeline for sub-meter satellite imagery

(2020) B.C. Gonçalves et al.   REMOTE SENSING OF ENVIRONMENT

Effects of changing permafrost conditions on hydrological processes and fluvial fluxes

(2019) Melissa J. Lafrenière et al.   EARTH-SCIENCE REVIEWS

Climate change drives widespread and rapid thermokarst development in very cold permafrost in the Canadian High Arctic

(2019) Louise M. Farquharson et al.   GEOPHYSICAL RESEARCH LETTERS

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Extremes of summer climate trigger thousands of thermokarst landslides in a High Arctic environment

(2019) Antoni G. Lewkowicz et al.   Nature Communications

Deblending and classifying astronomical sources with Mask R-CNN deep learning

(2019) Colin J Burke et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

A raster version of the Circumpolar Arctic Vegetation Map (CAVM)

(2019) Martha K. Raynolds et al.   REMOTE SENSING OF ENVIRONMENT

Whale counting in satellite and aerial images with deep learning

(2019) Emilio Guirado et al.   Scientific Reports

Using deep learning to map retrogressive thaw slumps in the Beiluhe region (Tibetan Plateau) from CubeSat images

(2019) Lingcao Huang et al.   REMOTE SENSING OF ENVIRONMENT

Sediment inputs from retrogressive thaw slumps drive algal biomass accumulation but not decomposition in Arctic streams, NWT

(2018) Brianna Levenstein et al.   FRESHWATER BIOLOGY

A decade of remotely sensed observations highlight complex processes linked to coastal permafrost bluff erosion in the Arctic

(2018) Benjamin M. Jones et al.   Environmental Research Letters

Regional Patterns and Asynchronous Onset of Ice-Wedge Degradation since the Mid-20th Century in Arctic Alaska

(2018) Gerald Frost et al.   Remote Sensing

Deep Convolutional Neural Networks for Automated Characterization of Arctic Ice-Wedge Polygons in Very High Spatial Resolution Aerial Imagery

(2018) Weixing Zhang et al.   Remote Sensing

Ecological Response to Permafrost Thaw and Consequences for Local and Global Ecosystem Services

(2018) Edward A.G. Schuur et al.   Annual Review of Ecology Evolution and Systematics

Remote sensing quantifies widespread abundance of permafrost region disturbances across the Arctic and Subarctic

(2018) I. Nitze et al.   Nature Communications

Permafrost Terrain Dynamics and Infrastructure Impacts Revealed by UAV Photogrammetry and Thermal Imaging

(2018) Jurjen van der Sluijs et al.   Remote Sensing

Review of the pansharpening methods for remote sensing images based on the idea of meta-analysis: Practical discussion and challenges

(2018) Xiangchao Meng et al.   Information Fusion

Degradation and stabilization of ice wedges: Implications for assessing risk of thermokarst in northern Alaska

(2017) Mikhail Kanevskiy et al.   GEOMORPHOLOGY

Pixel-level image fusion: A survey of the state of the art

(2017) Shutao Li et al.   Information Fusion

Deep-learning Versus OBIA for Scattered Shrub Detection with Google Earth Imagery: Ziziphus lotus as Case Study

(2017) Emilio Guirado et al.   Remote Sensing

Mapping Arctic Coastal Ecosystems with High Resolution Optical Satellite Imagery Using a Hybrid Classification Approach

(2017) Zhaohua Chen et al.   CANADIAN JOURNAL OF REMOTE SENSING

Combining the spectral PCA and spatial PCA fusion methods by an optimal filter

(2016) Hamid Reza Shahdoosti et al.   Information Fusion

A review of remote sensing image fusion methods

(2016) Hassan Ghassemian   Information Fusion

Benchmarking of data fusion algorithms in support of earth observation based Antarctic wildlife monitoring

(2016) Chandi Witharana et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Pan-Arctic ice-wedge degradation in warming permafrost and its influence on tundra hydrology

(2016) Anna K. Liljedahl et al.   Nature Geoscience

Spatio-Temporal Variation in High-Centre Polygons and Ice-Wedge Melt Ponds, Tuktoyaktuk Coastlands, Northwest Territories

(2016) Audrey E. Steedman et al.   PERMAFROST AND PERIGLACIAL PROCESSES

Remote Sensing of Landscape Change in Permafrost Regions

(2016) Mark Torre Jorgenson et al.   PERMAFROST AND PERIGLACIAL PROCESSES

Climate change damages to Alaska public infrastructure and the economics of proactive adaptation

(2016) April M. Melvin et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

An Object-Based Image Analysis Approach for Detecting Penguin Guano in very High Spatial Resolution Satellite Images

(2016) Chandi Witharana et al.   Remote Sensing

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

Land cover classification using high‐resolution aerial photography in adventdalen, svalbard

(2015) Carla Mora et al.   GEOGRAFISKA ANNALER SERIES A-PHYSICAL GEOGRAPHY

Deep learning

(2015) Yann LeCun et al.   NATURE

Recent Arctic tundra fire initiates widespread thermokarst development

(2015) Benjamin M. Jones et al.   Scientific Reports

XSEDE: Accelerating Scientific Discovery

(2014) John Towns et al.   COMPUTING IN SCIENCE & ENGINEERING

Polygonal tundra geomorphological change in response to warming alters future CO2 and CH4 flux on the Barrow Peninsula

(2014) Mark J. Lara et al.   GLOBAL CHANGE BIOLOGY

Higher resolution stimulus facilitates depth perception: MT+ plays a significant role in monocular depth perception

(2014) Yoshiaki Tsushima et al.   Scientific Reports

Cumulative geoecological effects of 62 years of infrastructure and climate change in ice-rich permafrost landscapes, Prudhoe Bay Oilfield, Alaska

(2013) Martha K. Raynolds et al.   GLOBAL CHANGE BIOLOGY

Evaluation of data fusion and image segmentation in earth observation based rapid mapping workflows

(2013) Chandi Witharana et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Geographic Object-Based Image Analysis – Towards a new paradigm

(2013) Thomas Blaschke et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparison of Nine Fusion Techniques for Very High Resolution Data

(2013) Konstantinos G. Nikolakopoulos   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Optimizing the High-Pass Filter Addition Technique for Image Fusion

(2013) Ute G. Gangkofner et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Comparison of Global- and Local-scale Pansharpening for Rapid Assessment of Humanitarian Emergencies

(2013) Minho Kim et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Arctic tundra ice-wedge landscape characterization by active contours without edges and structural analysis using high-resolution satellite imagery

(2013) Alexei N. Skurikhin et al.   Remote Sensing Letters

Assessing Optimal Image Fusion Methods for Very High Spatial Resolution Satellite Images to Support Coastal Monitoring

(2012) Byungyun Yang et al.   GIScience & Remote Sensing

Subpixel heterogeneity of ice-wedge polygonal tundra: a multi-scale analysis of land cover and evapotranspiration in the Lena River Delta, Siberia

(2012) S. Muster et al.   TELLUS SERIES B-CHEMICAL AND PHYSICAL METEOROLOGY

Polygon pattern geomorphometry on Svalbard (Norway) and western Utopia Planitia (Mars) using high-resolution stereo remote-sensing data

(2011) M. Ulrich et al.   GEOMORPHOLOGY

Modern thermokarst lake dynamics in the continuous permafrost zone, northern Seward Peninsula, Alaska

(2011) B. M. Jones et al.   JOURNAL OF GEOPHYSICAL RESEARCH

A survey of classical methods and new trends in pansharpening of multispectral images

(2011) Israa Amro et al.   EURASIP Journal on Advances in Signal Processing

Image Mining Using Directional Spatial Constraints

(2009) Selim Aksoy et al.   IEEE Geoscience and Remote Sensing Letters

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Uncomfortable Images in Art and Nature

(2008) Dominic Fernandez et al.   PERCEPTION