Code and data for:
Soranno, P.A., Cheruvelil, K.S., Liu, B., Wang, Q., Tan, P.N., Zhou, J., King, K.B.S., McCullough, I.M., Stachelek, J., Bartley, M., Filstrup, C.T., Hanks, E.M., Lapierre, J.F., Lottig, N.R., Schliep, E.M., Wagner, T., Webster, K.E. 2020. Ecological prediction at macroscales using big data: Does sampling design matter? Ecological Applications. doi:10.1002/eap.2123
├── data │ └── bar_plot_data ├── graphics │ ├── density_plots │ └── lake_clusters ├── README.md ├── scripts │ ├── 01_prep-data.R │ ├── 02_exploratory-analysis.R │ ├── 06_clustering_ecocontext_lakes.R │ ├── 07_ident_cluster_holdouts.R │ ├── 08_bar_plots.R │ ├── 95_maps.R │ ├── 96_tp_histograms.R │ └── 97_big_density_plot.R └── wq-prediction.Rproj
LAGOSNE, tibble, dplyr, tmap, USAboundaries, sf, ggplot2, raster, cowplot, janitor