Type for defining the affine transform of image requests. The six values form a 2x3 matrix:

See https://developers.google.com/earth-engine/reference/rest/v1beta/PixelGrid#affinetransform

EESession type used for authenticating request to the API

• project::AbstractString

  GCP project name used for REST API requests

• auth::PyCall.PyObject

  authenticated Python requests session for making requests

Type used for defining the number of rows and columns for image requests See https://developers.google.com/earth-engine/reference/rest/v1beta/PixelGrid#GridDimensions

• width::Integer

  width of the grid, in pixels

• height::Integer

  height of the grid, in pixels

Type used for defining a pixel grid on the surface of the Earth, via a map projection See https://developers.google.com/earth-engine/reference/rest/v1beta/PixelGrid

• dimensions::GridDimensions

  dimensions of the pixel grid

• affineTransform::AffineTransform

  affine transform of pixel grid

• crsCode::AbstractString

  standard coordinate reference system code (e.g. 'EPSG:4326')

PixelGrid(bbox::AbstractVector, resolution::Real, crsCode::String)

PixelGrid constructor based on bounding box, resolution, and crs code

PixelGrid(bbox::AbstractVector, shape::AbstractVector{Integer}, crsCode::String)

PixelGrid constructor based on bounding box, image dimensions, and crs code

PixelGrid(session::EESession,geom::EE.AbstractEEObject,resolution::Real,crsCode::String)

PixelGrid constructor based on an EarthEngine feature collection bounds, needs resolution and crs defined

Initialize(session::EESession)

Extends the Initialize() function to take an authenticated Earth Engine session and use those credentials.

_sendrequest(session::EESession, endpoint::AbstractString, data::Dict{Symbol,<:Any}; version::AbstractString = "latest", nretries::Integer = 4)

Private function for sending requests to EarthEngine REST API. Uses exponential backoff to retry requests if failed with non-fatal error.

computepixels(session::EESession, pixelgrid::PixelGrid, image::EE.AbstractEEObject, bands::AbstractVector{String}; format::AbstractString = "NPY")

Function to take an EarthEngine computed image and return an Array with geographic information (i.e. GeoArray). Currently on the "NPY" format is available. See https://developers.google.com/earth-engine/reference/rest/v1beta/projects.image/computePixels

computepixels(session::EESession, pixelgrid::PixelGrid, image::EE.AbstractEEObject; format::AbstractString = "NPY")

Function to take an EarthEngine computed image and return an Array with geographic information (i.e. GeoArray). This signature will return all of the bands within the image. Currently on the "NPY" format is available. See https://developers.google.com/earth-engine/reference/rest/v1beta/projects.image/computePixels

computetable(session::EESession, featurecollection::EE.AbstractEEObject)

Fuction to request data from EarthEngine FeatureCollection and return as a GeoDataFrame. See https://developers.google.com/earth-engine/reference/rest/v1beta/projects.table/computeFeatures

computevalue(session::EESession, value::EE.AbstractEEObject)

Fuction to request data from any arbitrary EarthEngine computation and return as the appropriate Julia object. See https://developers.google.com/earth-engine/reference/rest/v1beta/projects.value/compute

decode_npy_response(response::PyObject)

Function to take a response object of a npy bytes and convert to Julia array

extract_affinemap(x::AffineTransform)

Function to extract AffineMap type from AffineTransform type.

extract_affinemap(x::PixelGrid)

Function to extract AffineMap type from PixelGrid type.

extract_bbox(x::AffineTransform, griddims::GridDimensions)

Function to extract bounding box vector from AffineTransform type. Vector will be [W, S, E, N]

extract_bbox(x::PixelGrid)

Function to extract bounding box vector from PixelGrid type. Vector will be [W, S, E, N]

extract_geotransform(x::AffineTransform)

Function to extract geotransform vector from AffineTransformation type

extract_geotransform(x::PixelGrid)

Function to extract geotransform vector from PixelGrid type

extract_gridcoordinates(x::PixelGrid)

Function to convert PixelGrid to vectors of lat lon coordinates. Returns a tuple of (lon::Vector{Float64}, lat::Vector{Float64}).

parse_npy_header(hdr::AbstractString)

Function to parse npy header information to extract dimensions and array dtypes. Customized implementation of NPY.parseheader to handle numpy structured arrays which EE always returns. See https://numpy.org/devdocs/reference/generated/numpy.lib.format.html#format-version-1-0 for spec.

typetodict(x::T)

Function to convert EarthEngineREST types to dictionary key,value pairs to encode for API requests