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patrickcgray/README.md

Patrick Gray

Oceanography, Optics, Remote Sensing, Earth Systems, Scientific Computing

pronouns ORCID Google Scholar Twitter

Software Development

My software projects range from workflows to process ocean color data from drones to open access geospatial and remote sensing courses to satellite analysis of ocean dynamics to machine learning for detecting marine megafauna. I'm a strong proponent of open source science, teaching, and data.

Short Biography

I'm currently Zuckerman Postdoctoral fellow with Emmanuel Boss and Yoav Lehahn at University of Maine and University of Haifa studying ocean optics and marine biophysical interactions. I just finished up my PhD with Dave Johnston in the Marine Robotics and Remote Sensing Lab at the Duke University Marine Laboratory and a Future Investigator in NASA Earth and Space Science and Technology (FINESST). My doctoral research focused on satellite, drone and in-situ optical observations of oceans and coasts. My work aims to understand spatial and temporal variability of ocean biology and ecology. Working at the confluence of remote sensing, data science, and biological oceanography I lean heavily on machine learning and scientific computing tools for parsing large amounts of data and connecting remotely sensed and in-situ oceanographic monitoring. I'm particularly interested in tools and research that will be relevant for Earth science and for exploring other bodies within our solar system.

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  1. open-geo-tutorial open-geo-tutorial Public

    Forked from ceholden/open-geo-tutorial

    Tutorial of fundamental remote sensing and GIS methodologies using open source software in python

    Jupyter Notebook 322 126

  2. deep_learning_ecology deep_learning_ecology Public

    Educational Resources on Neural Networks for Ecology and Remote Sensing

    Jupyter Notebook 64 25

  3. marrs-lab/ocean_color marrs-lab/ocean_color Public

    Tools and algorithms for drone and satellite based ocean color science

    Jupyter Notebook 16

  4. cetacean_photogram cetacean_photogram Public

    Measuring Cetaceans from Remotely Sensed Data (mostly UAS)

    Jupyter Notebook 16 3

  5. landcover_rcnn landcover_rcnn Public

    Code for spatially and temporally generalizable regional land cover mapping

    Jupyter Notebook 10 5

  6. gulf_stream_productivity_dynamics gulf_stream_productivity_dynamics Public

    Leveraging satellite data and pangeo to investigate the role of Gulf Stream frontal dynamics in ocean productivity

    Jupyter Notebook 2 1