informal_response_mod3

Informal Response

For this module, I continued to use Cambodia. The first step was to download all of the data from both sites. The GAMD database was not working the first few tries I tried to download the data, but after a couple days of checking every few hours the data finally downloaded sucessfully and completely. There were no other problems getting data from Worldpop, and I was able to get a population raster for both 2019 and 2020, but I ended up using the raster from 2019 in the end. From the data in class, here are some figures I was able to create.

Map of Cambodia

This includes layers the first two administrative levels inside Cambodia. Only the first administration has levels though for optimal readability.

Rasterstack

Code:

 pop19_fit %>% collect_metrics()
# A tibble: 2 x 4
  .metric .estimator  .estimate .config             
  <chr>   <chr>           <dbl> <fct>               
1 rmse    standard   20812.     Preprocessor1_Model1
2 rsq     standard       0.0667 Preprocessor1_Model1

Linear Regression

Variable Importance Chart: