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Jinzhou Liu, Li Fang, Huifang Shen & Shudong Zhou. (2022) A Multiscale Joint Deep Neural Network for Glacier Contour Extraction. Canadian Journal of Remote Sensing 48:1, pages 93-106.
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Iris de Gélis, Thomas Corpetti & Sébastien Lefèvre. (2024) Change Detection Needs Change Information: Improving Deep 3-D Point Cloud Change Detection. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-10.
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Matthieu Gallet, Abdourrahmane Atto, Fatima Karbou & Emmanuel Trouvé. (2024) Wet Snow Detection From Satellite SAR Images by Machine Learning With Physical Snowpack Model Labeling. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17, pages 2901-2917.
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Matthieu Gallet, Abdourrahmane Atto, Emmanuel Trouvé & Fatima Karbou. (2023) CNN Classification of Wet Snow by Physical Snowpack Model Labeling. CNN Classification of Wet Snow by Physical Snowpack Model Labeling.
Ritu Anilkumar, Rishikesh Bharti, Dibyajyoti Chutia & Shiv Prasad Aggarwal. (2023) Modelling point mass balance for the glaciers of the Central European Alps using machine learning techniques. The Cryosphere 17:7, pages 2811-2828.
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Daniel Jack Thomas, Benjamin Aubrey Robson & Adina Racoviteanu. (2023) An integrated deep learning and object-based image analysis approach for mapping debris-covered glaciers. Frontiers in Remote Sensing 4.
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Kathrin Lisa Kapper, Thomas Goelles , Stefan Muckenhuber , Andreas Trügler , Jakob Abermann , Birgit Schlager , Christoph Gaisberger , Markus Eckerstorfer , Jakob Grahn , Eirik Malnes , Alexander Prokop & Wolfgang Schöner . (2023) Automated snow avalanche monitoring for Austria: State of the art and roadmap for future work. Frontiers in Remote Sensing 4.
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Aftab Ahmed Khan, Akhtar Jamil, Dostdar Hussain, Imran Ali & Alaa Ali Hameed. (2023) Deep learning-based framework for monitoring of debris-covered glacier from remotely sensed images. Advances in Space Research 71:7, pages 2978-2989.
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Heng Xie, Xing Cheng, Shanbao He, Yujie Li, Jingjing Pang & Shuaishuai Li. (2023) MF-ANN: A Novel Artificial Neural Network-Based Method for Ocean Wind Speed Retrieval on Spaceborne GNSS-R Signal. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-17.
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Bazila Farooq & Ankush Manocha. (2023) A Comparative Study of Deep Learning and Traditional Methods for Environmental Remote Sensing. ITM Web of Conferences 56, pages 03002.
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Vishakha Sood, Reet Kamal Tiwari, Sartajvir Singh, Ravneet Kaur & Bikash Ranjan Parida. (2022) Glacier Boundary Mapping Using Deep Learning Classification over Bara Shigri Glacier in Western Himalayas. Sustainability 14:20, pages 13485.
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Hemani Parikh, Samir Patel & Vibha Patel. (2022) Evaluation of deep learning and transform domain feature extraction techniques for land cover classification: balancing through augmentation. Environmental Science and Pollution Research 30:6, pages 14464-14483.
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Rashi Agarwal, Silky Goel & Rahul Nijhawan. (2022) Using Deep Learning Approach for Land-Use and Land-Cover Classification based on Satellite images. Using Deep Learning Approach for Land-Use and Land-Cover Classification based on Satellite images.
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Aji John, Anthony F. Cannistra, Kehan Yang, Amanda Tan, David Shean, Janneke Hille Ris Lambers & Nicoleta Cristea. (2022) High-Resolution Snow-Covered Area Mapping in Forested Mountain Ecosystems Using PlanetScope Imagery. Remote Sensing 14:14, pages 3409.
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Ying Yang & Ji Chen. (2022) Comprehensive analysis of water carrying capacity based on wireless sensor network and image texture of feature extraction. Alexandria Engineering Journal 61:4, pages 2877-2886.
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Meimei Duan & Lijuan Duan. (2021) High Spatial Resolution Remote Sensing Data Classification Method Based on Spectrum Sharing. Scientific Programming 2021, pages 1-12.
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Khushal Tyagi, Gaurav Pathak, Rahul Nijhawan & Ankush Mittal. (2021) Detecting Pneumonia using Vision Transformer and comparing with other techniques. Detecting Pneumonia using Vision Transformer and comparing with other techniques.
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Zhiyuan Xie, Vijayan K. Asari & Umesh K. Haritashya. (2021) Evaluating deep-learning models for debris-covered glacier mapping. Applied Computing and Geosciences 12, pages 100071.
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Melanie Marochov, Chris R. Stokes & Patrice E. Carbonneau. (2021) Image classification of marine-terminating outlet glaciers in Greenland using deep learning methods. The Cryosphere 15:11, pages 5041-5059.
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Yang Liu, Xi Chen, Jian-Sheng Hao & Lan-hai Li. (2020) Snow cover estimation from MODIS and Sentinel-1 SAR data using machine learning algorithms in the western part of the Tianshan Mountains. Journal of Mountain Science 17:4, pages 884-897.
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Juhwan Lee, David Prabhu, Chaitanya Kolluru, Yazan Gharaibeh, Vladislav N. Zimin, Luis A. P. Dallan, Hiram G. Bezerra & David L. Wilson. (2020) Fully automated plaque characterization in intravascular OCT images using hybrid convolutional and lumen morphology features. Scientific Reports 10:1.
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Zhiyuan Xie, Umesh K. Haritashya, Vijayan K. Asari, Brennan W. Young, Michael P. Bishop & Jeffrey S. Kargel. (2020) GlacierNet: A Deep-Learning Approach for Debris-Covered Glacier Mapping. IEEE Access 8, pages 83495-83510.
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Sarthak Singh Rawat, Abhishek Bisht & Rahul Nijhawan. (2019) A Deep Learning based CNN framework approach for Plankton Classification. A Deep Learning based CNN framework approach for Plankton Classification.
Yash Kumar Arora, Amish Tandon & Rahul Nijhawan. (2019) Hybrid Computational Intelligence Technique: Eczema Detection. Hybrid Computational Intelligence Technique: Eczema Detection.
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Zhongyang Hu, Andreas J. Dietz & Claudia Kuenzer. (2019) Deriving Regional Snow Line Dynamics during the Ablation Seasons 1984–2018 in European Mountains. Remote Sensing 11:8, pages 933.
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