S2Coast-2023 - The First Global 10-Meter Resolution #Coastline Dataset Derived From Enhanced #Sentinel2 Composite #Imagery Using #GoogleEarthEngine
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https://doi.org/10.1016/j.rse.2025.115186 <-- shared paper
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https://zenodo.org/records/17092775 <-- shared data
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“HIGHLIGHTS:
• Developed a GEE-based global coastline detection framework (S2Coast).
• HWLSentinel-2 serves as a unified and stable indicator for global coastline detection.
• The S2Coast-2023 coastline dataset is generated from annual Sentinel-2 imagery.
• Pixel-level accuracy compared with VHR-based OpenStreetMap coastlines..."
#GIS #spatial #mapping #RemoteSensing #CoastalResearch #ClimateChange #EarthObservation #Globalcoastlinemapping #Senitinel #googleearthengine #GEE #Compositing #coast #globe #global #model #modeling #detection #marine #terrestrial #ecosystems #knowledgebased #framework #spatialanalysis #spatiotemporal #QAQC

GIScience In The Era Of Artificial Intelligence - A Research Agenda Towards Autonomous GIS [GeoAI]
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https://www.psu.edu/news/earth-and-mineral-sciences/story/mapping-new-frontier-ai-integrated-geographic-information-systems <-- shared technical article
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https://doi.org/10.1080/19475683.2025.2552161 <-- shared paper
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https://youtu.be/JPwIGH9uPm0?si=D9MLgolEyizcWKT9 <-- shared video, “This is a video demo for the GIS…”
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#GIS #spatial #mapping #opensource #QGIS #GeoAI #AI #deeplearning #autonomousGIS #spatialanalysis #cartography #LLM #largelanguagemodels #geoprocessing #decisioncore #model #modeling #workflow #QAQC #autonomy #sociallyresponsible #publicgood
@Penn State University