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Zhu Lab

Data Science in Earth Observation

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  1. GlobalBuildingAtlas GlobalBuildingAtlas Public

    GlobalBuildingAtlas: an open global and complete dataset of building polygons, heights and LoD1 3D models

    Python 2k 200

  2. SSL4EO-S12 SSL4EO-S12 Public

    SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation

    Python 288 30

  3. DOFA DOFA Public

    Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

    Jupyter Notebook 181 16

  4. Copernicus-FM Copernicus-FM Public

    Towards a Unified Copernicus Foundation Model for Earth Vision

    Jupyter Notebook 131 8

  5. M3R-CR M3R-CR Public

    Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark

    Python 82 5

  6. DeCUR DeCUR Public

    Decoupling common and unique representations for multimodal self-supervised learning

    Python 73 8

Repositories

Showing 10 of 104 repositories
  • concept-explanations Public

    Visual concept explanations of deep learning models trained to predict socioeconomic outcomes

    zhu-xlab/concept-explanations’s past year of commit activity
    Python 0 0 0 0 Updated Mar 25, 2026
  • i-WiViG Public
    zhu-xlab/i-WiViG’s past year of commit activity
    Python 0 0 0 0 Updated Mar 25, 2026
  • zhu-xlab/EarthExtreme-Bench’s past year of commit activity
    0 0 0 0 Updated Mar 20, 2026
  • GEWDiff Public

    This is the official PyTorch implementation of: GEWDiff: Geometric Enhanced Wavelet-based Diffusion Model for Hyperspectral Image Super-resolution

    zhu-xlab/GEWDiff’s past year of commit activity
    Python 23 1 1 0 Updated Mar 19, 2026
  • GlobalBuildingAtlas Public

    GlobalBuildingAtlas: an open global and complete dataset of building polygons, heights and LoD1 3D models

    zhu-xlab/GlobalBuildingAtlas’s past year of commit activity
    Python 2,046 200 25 0 Updated Mar 13, 2026
  • So2Sat-LCZ42 Public

    Zhu et al., So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification, IEEE Geoscience and Remote Sensing Magazine, in press, 2020.

    zhu-xlab/So2Sat-LCZ42’s past year of commit activity
    Jupyter Notebook 42 5 0 0 Updated Mar 4, 2026
  • tomosar2height Public

    Reconstructing building height from spaceborne TomoSAR point clouds using a dual-topology network [TGRS 2026]

    zhu-xlab/tomosar2height’s past year of commit activity
    Python 22 MIT 3 0 0 Updated Feb 27, 2026
  • SpaXFus Public
    zhu-xlab/SpaXFus’s past year of commit activity
    Python 15 0 0 0 Updated Feb 24, 2026
  • CropClimateX Public Forked from drnhhl/CropClimateX
    zhu-xlab/CropClimateX’s past year of commit activity
    Jupyter Notebook 2 3 0 0 Updated Feb 6, 2026
  • MLTQNN Public

    Multitask Learning for Earth Observation Data Classification with Hybrid Quantum Network

    zhu-xlab/MLTQNN’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jan 29, 2026

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