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Extending Dynamic World Surface Water Mapping to Sentinel-1 with AlphaEarth Embeddings

Paper recorded by Signals 4 on 2026-10-05 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-05 on arXiv · recorded by Signals 4 on 2026-10-06

Category: cs.CV · 计算机视觉 · first seen 2026-10-06

Abstract

Dynamic World (DW) maps land use and land cover globally at 10 m from Sentinel-2 (S2) imagery, but only for cloud-free observations, which limits where and when surface water can be mapped. We use the DW water class as weak supervision for a Sentinel-1 (S1) synthetic aperture radar (SAR) model so that DW-like water maps can be produced for every S1 acquisition. Google's AlphaEarth Foundations (AEF

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#355 most recent of 756 cs.CV papers we have recorded · ↑ newer: Less Context, Better Geometry: Masked Geometric Encoder for Robust 3D · ↓ older: GS-Pool: Object-Level Change Detection in 3D Gaussian Splatting
Cite this page: Extending Dynamic World Surface Water Mapping to Sentinel-1 with AlphaEarth Embeddings: the #355 most recent of 756 cs.CV papers we have recorded (as of 2026-10-05). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/extending-dynamic-world-surface-water-mapping-to-sentinel-1-with-alphaearth-embe.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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