Martin KelkoEnhancing Synthetic Aperture Radar Imagery: A Python Guide to Denoising Krakatau’s Morphology…Leveraging Python libraries for deepdespeckling to improve SAR data for volcanic analysisJul 161Jul 161
Martin KelkoGoogleEarth Engine API Process to Visualize Lava Flow Eruption at Fernandina volcano in Jupyter…In early March this year, Fernandina volcano, located on the Galapagos Islands, entered a new effusive phase. The eruption has been…Jun 22Jun 22
Martin KelkoBefore-and-after images of the 2023 Ulawun volcano paroxysm period scripted in GoogleEarth EngineThe impacts of Ulawun volcano’s lava-fountaining episode are vividly portrayed through an impressive visualization on the cloud-based…Jun 20Jun 20
Martin KelkoAutomating Download of Sentinel-2 Images for Villarrica Volcano Monitoring Using Python and…In this article, we’ll explore how to automate the download of Sentinel-2 satellite images using Python and the Copernicus Open Access Hub…Jun 13Jun 13
Martin KelkoUsing Copernicus Browser to follow the Iceland volcanic eruption of March 2024Volcanic activity is a powerful force of nature that can have profound and far-reaching effects on both the environment and human…Jun 13Jun 13
Martin KelkoData Visualization of Moisture Indices in Jupyter NotebookUsing NaturaSat and Jupyter Notebooks for Moisture Index Analysis and VisualizationJun 7Jun 7
Martin KelkoVisualizing the Impact: Land Cover Changes Post-Ruang Paroxysm Episodes using Python in ArcGIS ProThe Indonesian Ruang volcano entered two paroxysm phases in April, leading to dramatic vegetation changes and subsequent regrowth as…Jun 5Jun 5
Martin KelkoAutomating Georeferencing of Satellite Images in QGIS Using PythonAs a volcanologist, the ability to monitor volcanic activity using satellite imagery is crucial. Traditionally, I have used manual…May 27May 27
Martin KelkoinSentinel Hub BlogThe Beauty of Volcanic Activity from Space through Satellite ImageryDiscovering Active Volcanoes From SpaceMar 261Mar 261