patrickcgray

open-geo-tutorial

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

awesome-deep-ecology

A curated list of deep learning papers in ecology.

deep_learning_ecology

Educational Resources on Neural Networks for Ecology and Remote Sensing

cetacean_photogram

Measuring Cetaceans from Remotely Sensed Data (mostly UAS)

landcover_rcnn

Code for spatially and temporally generalizable regional land cover mapping

sci_compute_env

A Stock Scientific Computing / Deep Learning Environment for Analysis of Remote Sensing Data

oyster_net

Code for "Deep learning for coastal resource conservation: automating detection of shellfish reefs" manuscript.

deep_learning-remote_sensing-coastal_monitoring

Website of Duke Bass Connections project for monitoring land cover dynamics in the coastal Southeast US.

inverse_modeling

sat_ocean_color

gulf_stream_productivity_dynamics

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

patrickcgray

sif_analysis

Exploring TROPOMI SIF products, quality, and drivers in the Amazon using python, xarray, scikit-learn, pyGAM, etc

geospatial

Random Geospatial Visualizations and Tools

ml_in_ocean_rs

ocean_rs_tools

processing landsat 8 and 9 aquatic reflectanc products

oceanoptics2021

SIF_tools

some tools for accessing OCO-2 data

tara_data_exploration

investigating Tara inline optical data in comparison to satellite based physical features - mainly Gulf Stream

cetacean_photogram_api

API for identifying and measuring whales using a convolutional neural network.

deep_ifcb

This is a convolutional neural network for classifying IFCB imagery of plankton.

gs_front_analysis

Code and data for the publication "Investigating a Gulf Stream Frontal Eddy North of Cape Hatteras"

gulf_stream_meanders

marrs_tools

Tools for MaRRS Lab Data Management and Processing

ocean_color_spec

patrickcgray.github.io

Patrick's personal website

rayshader_experiments

spatial_patchiness_tara

Code for "Emergent patterns of patchiness reflect decoupling between ocean physics and biology"

test_conda

tools_and_viz

Quick visualizations and code to sanity check math and random ideas