Search collection for available images (vectorization ready)

These functions search the specified collection for available images using the parameters provided. They are simple wrappers around the 'SearchCatalog' function with arguments organized in a way that facilitates calling the function in a vectorized manner (using 'lapply' or similar function) and thus potentially also the parallelization. The 'from' and 'to' arguments are combined into a single argument 'time_range'.

Usage

SearchCatalogByTimerange(
  time_range,
  aoi,
  bbox,
  collection,
  as_data_frame = TRUE,
  with_geometry = TRUE,
  filter = NULL,
  client,
  token,
  url = getOption("CDSE.catalog_url")
)

SearchCatalogByAOI(
  aoi,
  time_range,
  collection,
  as_data_frame = TRUE,
  with_geometry = TRUE,
  filter = NULL,
  client,
  token,
  url = getOption("CDSE.catalog_url")
)

SearchCatalogByBbox(
  bbox,
  time_range,
  collection,
  as_data_frame = TRUE,
  with_geometry = TRUE,
  filter = NULL,
  client,
  token,
  url = getOption("CDSE.catalog_url")
)

Source

https://documentation.dataspace.copernicus.eu/APIs/SentinelHub/Catalog.html

Arguments

time_range

scalar or vector (Date or character that can be converted to date) defining the time interval. Open interval (one side only) can be obtained by providing the NA or NULL value for the corresponding argument.

aoi

sf or sfc object, typically a (multi)polygon, describing the Area of Interest.

bbox

numeric vector of four elements describing the bounding box of interest. Specify with a coordinate pair on two (opposite) vertices of the bounding box rectangle. Coordinates need to be in longitude, latitude.

Only one of either aoi or bbox may be specified.

collection

character indicating which collection to search. Must be one of the collections returned by GetCollections.

as_data_frame

logical indicating if the result should be returned as data frame. Default: TRUE

with_geometry

logical indicating if the granule geometries should be included in the data.frame. Default: TRUE

filter

character, CQL2 text filter. Use the function GetQueryables to find out which filters can bu used with the collection. Default: NULL (no filtering)

client

OAuth client object to use for authentication.

token

OAuth token character string to use for authentication.

Exactly one of either client or token must be specified. It is recommended to use client.

url

character indicating the STAC catalog search endpoint. Default: Copernicus Data Space Ecosystem STAC endpoint

Value

A list, data.frame or a sf object.

Details

If no images found, a NULL value is returned.

SearchCatalogByTimerange is arranged for vectorization on time_range (time_range is the first argument).

SearchCatalogByAOI is arranged for vectorization on aoi (aoi is the first argument).

SearchCatalogByBbox is arranged for vectorization on bbox (bbox is the first argument).

Examples

if (FALSE) { # \dontrun{
dsn <- system.file("extdata", "centralpark.geojson", package = "CDSE")
aoi <- sf::read_sf(dsn, as_tibble = FALSE)
seasons <- SeasonalTimerange(from = "2020-06-01", to = "2023-08-31")
lst_images_cloudless <- lapply(seasons, SearchCatalogByTimerange, aoi = aoi,
    collection = "sentinel-2-l2a", with_geometry = FALSE,
    filter = "eo:cloud_cover < 5", client = OAuthClient)
images_cloudless <- do.call(rbind, lst_images_cloudless)
images_cloudless <- images_cloudless[rev(order(images_cloudless$acquisitionDate)), ]
row.names(images_cloudless) <- NULL
head(images_cloudless[, 1:5])
} # }