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ArticleXtracto
Xtractomatic is a set of free tools, written in Matlab or in R, that allows client-side access of environmental data served on the ERD/CoastWatch ERDDAP Server. The xtractomatic tools were originally developed for the marine biology tagging community to extract satellite data coincident to the tracks from tagged animals. The packages have been extended to extract a 3D cube of data and time series from the region defined by the polygon.
The extraction routine essentially requires a longitude and latitude range to define a "box" to download remote sensing data. Since our geolocation models have errors, we use the confidence interval for longitude/ latitude for defining the spatial extent. Assuming your results are in the fit
object,
### Longitude range (xlow to xhigh) to extract data from:
xlow <- fit$most.prob.track[, "x"] - 2 * sqrt(fit$var.most.prob.track[, 1])
xhig <- fit$most.prob.track[, "x"] + 2 * sqrt(fit$var.most.prob.track[, 1])
Please refer to http://coastwatch.pfel.noaa.gov/xtracto/ and https://github.com/rmendels/xtractomatic
This guide is especially useful and comprehensive: http://coastwatch.pfeg.noaa.gov/xtracto/R/using_xtractomatic_r.pdf
Starter
Fundamentals
R-basics
Essentials
- Overview of KF geolocation packages
- Package details - Kftrack
- Kftrack parameters
- Package details - Kfsst
- Package details - Ukfsst
- Ukfsst parameters
- Package details - Trackit
- Trackit Parameters
Extras
- Extracting confidence intervals and regions
- Bathymetric correction with Analyzepsat
- Generating Utilization Distribution (UD)
- Feeding model results to a remote sensing data extraction routine
Others
Reference