UT Austin Geoscience Hackathon: `AlphaEarthHack` team
hackathon geoscience geosciences hackathon-project hackathon2025 alphaearth-foundations alphaearth alpha-earth
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Jul 16, 2026 - Jupyter Notebook
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alphaearth
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VectorScope: Similarity Search with Google’s Satellite Embedding V1 empowers users to map surface types by drawing sample points or loading point assets. The app computes cosine-similarity heatmaps of 64-dimensional embeddings for any year, offers threshold tuning and heatmap toggling among other functionalities
ai geospatial embeddings googleearthengine eo earthengine remotesensing earthobservation landcovermapping alphaearth geospatialai
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Apr 5, 2026 - JavaScript
Binary classification experiments to interpret Google AlphaEarth Foundation embeddings across ESA WorldCover land cover classes. Part of the study "What on Earth is AlphaEarth?" — 130,000+ experiments using Random Forest, XGBoost, LightGBM and progressive ablation across 64 embedding dimensions.
machine-learning embeddings remote-sensing earth-observation interpretability explainable-ai land-cover-classification foundation-models geospatial-ai alphaearth esa-worldcover gogle-earth-engine
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Mar 7, 2026 - Jupyter Notebook
Embedding-based flood detection using AlphaEarth satellite embeddings, GeoTIFF flood datasets, and machine learning for scalable geospatial flood classification.
machine-learning embeddings remote-sensing satellite-imagery google-earth-engine geospatial-analysis flood-detection alphaearth
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May 22, 2026 - Jupyter Notebook
Near-term wildfire risk forecasting platform for California using H3 geospatial indexing, NASA FIRMS, AlphaEarth embeddings, weather features, baseline ML models, and a map-ready dashboard.
h3 remote-sensing lightgbm earth-engine risk-mapping wildfire-prediction wildfire-risk nasa-firms alphaearth geospatial-ml
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Apr 15, 2026 - Python
Unsupervised agricultural anomaly mapping using AlphaEarth satellite embeddings, K-Means baseline clustering, and CHIRPS rainfall validation.
python machine-learning remote-sensing unsupervised-learning sar anomaly-detection earth-engine streamlit optical-satellite-imagery geoai alphaearth
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Apr 16, 2026 - Python
Browser RGB viewer for AlphaEarth's 64-D satellite embeddings — no login, self-hosted (gray-code band scrub + TiTiler)
visualization cog geospatial embeddings remote-sensing satellite-imagery fastapi maplibre titiler alphaearth
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Jun 7, 2026 - JavaScript
AI-powered geospatial similarity search using Google DeepMind AlphaEarth Foundation and Google Earth Engine to identify potential iron ore mining locations from satellite imagery.
python machine-learning deep-learning geospatial gis remote-sensing satellite-imagery google-earth-engine mineral-exploration earth-engine geospatial-ai alphaearth
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Jul 4, 2026 - Jupyter Notebook
Yearly AlphaEarth embeddings for the 671 CAMELS-US basins (2017-2025), as a Python package + Zenodo dataset.
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Jul 2, 2026 - Python
An end-to-end GeoAI platform for agricultural monitoring using satellite foundation model embeddings, AlphaEarth, Galileo representations, NDVI-based vegetation analysis, and machine learning based crop classification.
python machine-learning gis remote-sensing satellite-imagery google-earth-engine earth-observation precision-agriculture sentinel-2 remote-sensing-image geoai foundation-models crop-mapping earth-observation-satellites remote-sensing-foundation-model sentinel-2-data geospatial-ai alphaearth-foundations alphaearth
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Aug 21, 2026 - Python
SRS submission package for frozen AlphaEarth embeddings in bounded LULC change screening and allocation diagnostics
validation remote-sensing reproducibility change-detection lulc land-cover-change alphaearth geospatial-foundation-model geosos-flus science-of-remote-sensing
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Jul 5, 2026 - Python
Desert-vegetation boundary detection by projecting self-supervised satellite embeddings onto a vegetation-aligned axis. IGARSS 2026.
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Apr 28, 2026 - Python
Species distribution modeling at up to 10m resolution on Google's AlphaEarth satellite embeddings. Data extraction, model training and mapping all run server-side on Google Earth Engine.
embeddings remote-sensing r-package ecology biodiversity sdm google-earth-engine species-distribution-modeling alphaearth
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Aug 19, 2026 - R
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