Tag: remote_sensing

Processing LiDAR

Looking for alternatives to the lidR R package, for research purposes, plus some resources to start working on it.

New collection of Jupyter Notebooks enables programmatic access to cloud-hosted USGS 3D Elevation Program (3DEP) lidar data

Big Data Geospatial Processing for Massive Aerial LiDAR Datasets https://www.mdpi.com/2072-4292/12/4/719 uses Spark

A guide covering LiDAR including the applications, libraries and tools that will make you better and more efficient with LiDAR development.

Learning from LiDAR Data with Deep Learning https://www.strong.io/blog/deep-learning-for-lidar-data

Forest inventory with high-density UAV-Lidar: Machine learning approaches for predicting individual tree attributes https://doi.org/10.1016/j.compag.2020.105815

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