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SongxiYoung/README.md

About Me

I’m Songxi Yang, a Ph.D. student in Cartography/GIS in Spatial Computing and Data Mining Lab at University of Wisconsin-Madison, minor in Computer Science, working with Prof. Qunying Huang.

My Google Scholar

Research Interests

  • Remote Sensing: Multispectral/Hyperspectral Remote Sensing
  • Machine Learning: Self Supervised Learning, Multimodal Representation Learning
  • Environmental Problems: Natural Disasters, Carbon Fluxes
  • Physics-based Models: PROSPECT, PROSAIL, SCOPE, BEPS

Languages and Tools

c cplusplus csharp gcp git javascript linux matlab mongodb pandas photoshop postgresql python pytorch qt scikit_learn tensorflow unity

songxiyoung

 songxiyoung

songxiyoung

Popular repositories Loading

  1. 2021-SIF-GPP-Across-Vegetation-Types 2021-SIF-GPP-Across-Vegetation-Types Public

    An exploration of solar-induced chlorophyll fluorescence (SIF) factors simulated by SCOPE for capturing GPP across vegetation types

    MATLAB 2

  2. 2019-PhotogrammetryAlgorithms 2019-PhotogrammetryAlgorithms Public

    This coursework used Qt and C++ to design photogrammetry algorithms and to build the interface framework.

    C++ 1

  3. 2023-UrbanizationCarbonDioxideonVegetation 2023-UrbanizationCarbonDioxideonVegetation Public

    discussing how human interaction affect terrestrial carbon cycle.

    MATLAB

  4. 2020-SIFRetrievalSoftware 2020-SIFRetrievalSoftware Public

    An automatic hyperspectral remote sensing radiance data SIF retrieval pipeline.

    Python

  5. 2019-RemoteSensingDataProcessingSoftware 2019-RemoteSensingDataProcessingSoftware Public

    This coursework used Qt and Python to design a remote sensing data processing software, including the user interface.

    Python 1

  6. 2023-CS539-Project 2023-CS539-Project Public

    Jupyter Notebook

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