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@land-info-lab

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billbillbilly/README.md

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My name is Xiaohao and I'm coding on a daily basis, mostly using Python and Javascript and R

  • 💬 I usually make some methods I used in my research as R or Python packages
  • 😄 The most exciting moment in making a package is drawing the logo
  • 💻 I use fastai(pytorch)/pix2pix/LLMs for my research projects
  • 🎨 I do generative design with Python and JavaScript sometimes
  • 🎮 I am a big fan of the Nintendo game console (Gameboy Advance, 3DS, and Switch). I also made some funny video games using C# with Unity
  • ⚡ I am playing Yu-Gi-Oh! Master Duel and Maplestory

Software development:

  • urban-worm (python): Integrates remote sensing imagery, street view data, and multimodal models to assess environments and urban units
  • streetscape (R): Search and download street view imagery and to extract, quantify, and visualize visual features
  • viewscape (R): Landscape spatial analysis based on the viewshed within the R environment
  • dsmSearch (R): Retrieves high-resolution Digital Surface Models (DSM) and Light Detection and Ranging (LiDAR) data
  • gloBFPr (R): Provides tools to access, search, and download global 3D building footprint datasets (3D-GloBFP). The package includes functions to retrieve metadata, filter by bounding box, and download building height tiles.
  • greenSD (R): Provides tools to access and analyze multi-band greenspace seasonality data cubes (available for 1,028 major global cities) and global NDVI data from the ESA WorldCover 10m Annual Composites Dataset.
  • quickPWCR (R): Constructing large pairwised comparisons and rating them using Elo rating system with supporting parallel processing. The method of random sample pairs is based on Reservoir Sampling.

Pinned Loading

  1. urbanworm urbanworm Public

    Urban-Worm is a Python library that integrates remote sensing imagery, street view data, and multimodal model to assess environments and urban units

    Python 2 3

  2. gloBFPr gloBFPr Public

    Provides tools to access, search, and download global 3D building footprint datasets (3D-GloBFP). The package includes functions to retrieve metadata, filter by bounding box, and download building …

    R 5 2

  3. greenSD greenSD Public

    Provides tools to access and analyze multi-band greenspace seasonality data cubes (available for 1,028 major global cities) and global NDVI data from the ESA WorldCover 10m Annual Composites Dataset.

    R 1

  4. streetscape streetscape Public

    Search and download street view imagery and to extract, quantify, and visualize visual features. Moreover, handy functions are provided to generate Qualtrics survey in TXT format using the collecti…

    R

  5. viewscape viewscape Public

    An accessible method of carrying out landscape spatial analysis based on the viewshed within the R environment

    R

  6. perceived-safety-around-bus-stops perceived-safety-around-bus-stops Public

    Web mapping of perceived safety of bus stops in Detroit

    JavaScript