Publications by Mickey Campbell
Firefighter monitoring data exploration
The purpose of this document is to perform some initial data exploration on the firefighter monitoring data provided by Joe Sol and Joe Domitrovich of the USDA Forest Service. There are a lot of data, and the structure of the data is somewhat complex, so I figured I’d put together a markdown document that will provide some initial inight into h...
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GEDI Scaled Biomass Uncertainty Modelin
Introduction I figure Markdown will be easier so that I can just demo what the script is doing without having to share data along with the script. But, happy to share data and the script if we need to go that route. Nothing exciting going on here, just some basic project setup. library(stringr) library(rgdal) ## Warning: package 'rgdal' was buil...
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Canopy Height Model Quantile Analysis
1. Load canopy height model and generate quantiles I generated a small, 1 m spatial resolution canopy height model from Katherine’s lidar data. I’ll read this in, and then generate a 30 m aggregate image with 101 bands, representing the 0th through the 100th quantiles of 1 m canopy height pixel values within each 30 m aggregate pixel. library...
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Safety Zone Data Analysis
Introduction I’ve been trying to think of ways to address Matt’s comment below: makes me wonder if this could be an interesting use case to demonstrate – how SSD can vary under very different conditions in one of the study landscapes. How much of the SZ polygons are fairly stable and how many change significantly, and what are the implicat...
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