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Academic Journal

Routine Processing and Automatic Detection of Volcanic Ground Deformation Using Sentinel-1 InSAR Data: Insights from African Volcanoes

Subjects: Sentinel-1 SAR; volcanic ground deformation; East Africa

  • Source: ISSN: 2072-4292 ; Remote Sensing ; https://hal.science/hal-04929956 ; Remote Sensing, 2022, 14 (22), pp.5703. ⟨10.3390/rs14225703⟩.

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Academic Journal

Automatic Color Detection-Based Method Applied to Sentinel-1 SAR Images for Snow Avalanche Debris Monitoring

Subjects: Automatic detection; Color space; Random Forest

  • Source: ISSN: 0196-2892 ; IEEE Transactions on Geoscience and Remote Sensing ; https://hal.science/hal-03467334 ; IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.1-17/5219117.

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Academic Journal

Investigating Subsidence in the Bursa Plain, Turkey, Using Ascending and Descending Sentinel-1 Satellite Data

Subjects: Subsidence; InSAR; Sentinel-1

  • Source: ISSN: 2072-4292 ; Remote Sensing ; https://hal.science/hal-02155534 ; Remote Sensing, 2019, 11 (1), pp.85. ⟨10.3390/rs11010085⟩.

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Book

Thresholds and distances to better detect wet snow over mountains with Sentinel-1 image time series

Subjects: [SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces; environment; [MATH.MATH-GM]Mathematics [math]/General Mathematics [math.GM]

  • Source: Change Detection and Image Time Series Analysis ; https://inria.hal.science/hal-03483209 ; Change Detection and Image Time Series Analysis, 1: Unsupervised Methods, Wiley, pp.1-18, 2021,

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Academic Journal

Magmatic Processes in the East African Rift System: Insights From a 2015–2020 Sentinel‐1 InSAR Survey

Subjects: [SDU.STU.VO]Sciences of the Universe [physics]/Earth Sciences/Volcanology

  • Source: EISSN: 1525-2027 ; Geochemistry, Geophysics, Geosystems ; https://hal.science/hal-04930009 ; Geochemistry, Geophysics, Geosystems, 2021, 22 (3), ⟨10.1029/2020GC009488⟩

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Academic Journal

Monitoring Wet Snow Over an Alpine Region Using Sentinel-1 Observations

Subjects: [SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces; environment

  • Source: ISSN: 2072-4292 ; Remote Sensing ; https://hal.science/hal-03237360 ; Remote Sensing, 2021, 13 (3), pp.381. ⟨10.3390/rs13030381⟩.

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Conference

Detecting Avalanche Deposits using Variational Autoencoder on Sentinel-1 Satellite Imagery

Subjects: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [SDU.STU.ME]Sciences of the Universe [physics]/Earth Sciences/MeteorologyVancouverVancouver, Canada

  • Source: NeurIPS 2019 Workshop : Tackling Climate Change with Machine Learning NeurIPS workshop ; https://hal.science/hal-02318407 ; NeurIPS 2019 Workshop : Tackling Climate Change with Machine Learning

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