ixodes_vets_dat_raw: NEON Ixodes tick abundance surveys (uninterpolated) used in...

In nicholasjclark/mvforecast: Tools to fit, interrogate and forecast multivariate statistical and machine learning timeseries models

Description

A dataset containing interpolated timeseries of Ixodes scapularis nymph abundances at NEON sites. All plot series were truncated so that their start dates were identical. They were then split into training and testing sets. The same was then done for regressors

Usage

ixodes_vets_dat_raw

Format

A list containing

plot_IDs

NEON plot IDs for survey locations

last_train

Last index of the training period; set to 130

h

Length of the out-of-sample test period for cross-validation

y_train

xts matrix containing the uninterpolated in-sample observations

xreg_train

xts matrix containing the interpolated in-sample covariate timeseries

y_test

xts matrix containing the interpolated out-of-sample observations

xreg_test

xts matrix containing the inpterolated out-of-sample covariate timeseries

xreg_include

matrix specifying the vets xreg structure

future_xreg

xts matrix containing the forecast future values for covariates (beyond the test period)

groups

vector of integers specifying the vets grouping structure, grouped based on shared sites

Source

https://www.neonscience.org/data

nicholasjclark/mvforecast documentation built on Dec. 22, 2021, 2:11 a.m.