Check and download GEE-sourced layers based on metadata requirements
check_and_download_required_layers.RdThis function checks for required layer names from metadata, ensures they exist in the output path, and optionally prompts the user to download them from GEE if missing. Used internally by other functions to automatically download required datasets.
Uso
check_and_download_required_layers(
data_info,
iso3,
input_path,
gee_project,
boundary_proj,
wait_time = 5,
interactive = TRUE,
lulc_product = c("esri_10m", "dynamic_world", "esa_worldcover"),
pus = NULL,
aggregate_to_pus = FALSE,
skip_lulc = FALSE
)Argumentos
- data_info
Data.frame containing
data_namefields to match against requirements.- iso3
Character. ISO3 country code for the target country.
- input_path
Character. Path where data files should exist or be downloaded to.
- gee_project
Character. Google Earth Engine project ID.
- boundary_proj
An
sfobject representing the country boundary.- wait_time
Numeric. Wait time (in minutes) for Drive export. Default is 5.
- interactive
Logical. If TRUE (default), prompts user before downloading. If FALSE, automatically downloads missing layers without prompting. Set to FALSE for non-interactive sessions (e.g., batch jobs, CI/CD pipelines).
- lulc_product
Character. LULC product to download: "esri_10m" (default), "dynamic_world", or "esa_worldcover". Affects which product is downloaded when LULC data is required.
- pus
SpatRaster or NULL. Planning units for GEE-side aggregation.
- aggregate_to_pus
Logical. If TRUE and
pusprovided, aggregate in GEE before download. Default is FALSE.- skip_lulc
Logical. If TRUE, skip downloading categorical LULC data. Use when LULC proportions will be downloaded separately via
download_lulc_proportions(). Default is FALSE.
Ejemplos
if (FALSE) { # \dontrun{
# Interactive mode (default) - prompts user
check_and_download_required_layers(
data_info = metadata_df,
iso3 = "GHA",
input_path = "/path/to/data",
gee_project = "my-project",
boundary_proj = ghana_boundary
)
# Non-interactive mode - auto-downloads without prompts
check_and_download_required_layers(
data_info = metadata_df,
iso3 = "GHA",
input_path = "/path/to/data",
gee_project = "my-project",
boundary_proj = ghana_boundary,
interactive = FALSE
)
# Use Dynamic World instead of ESRI LULC
check_and_download_required_layers(
data_info = metadata_df,
iso3 = "GHA",
input_path = "/path/to/data",
gee_project = "my-project",
boundary_proj = ghana_boundary,
lulc_product = "dynamic_world"
)
} # }