Can I access the raw coordinates?

Access to the raw coordinates of geometries stored in the geometry column is discouraged. If you make good use of the high-level transforms provided by the framework, you will be more productive.

Rigid motion

Coordinates are often called for when the application requires rigid motion. We provide optimized Translate, Rotate and Scale transforms for that purpose:

data = georef((; z=rand(1000, 1000)))
999990 rows omitted
1000000×2 GeoTable over 1000×1000 CartesianGrid
z geometry
Continuous Quadrangle
[NoUnits] 🖈 Cartesian{NoDatum}
0.171654 Quadrangle((x: 0.0 m, y: 0.0 m), ..., (x: 0.0 m, y: 1.0 m))
0.334465 Quadrangle((x: 1.0 m, y: 0.0 m), ..., (x: 1.0 m, y: 1.0 m))
0.109071 Quadrangle((x: 2.0 m, y: 0.0 m), ..., (x: 2.0 m, y: 1.0 m))
0.387053 Quadrangle((x: 3.0 m, y: 0.0 m), ..., (x: 3.0 m, y: 1.0 m))
0.403623 Quadrangle((x: 4.0 m, y: 0.0 m), ..., (x: 4.0 m, y: 1.0 m))
0.286536 Quadrangle((x: 5.0 m, y: 0.0 m), ..., (x: 5.0 m, y: 1.0 m))
0.24658 Quadrangle((x: 6.0 m, y: 0.0 m), ..., (x: 6.0 m, y: 1.0 m))
0.306294 Quadrangle((x: 7.0 m, y: 0.0 m), ..., (x: 7.0 m, y: 1.0 m))
0.896378 Quadrangle((x: 8.0 m, y: 0.0 m), ..., (x: 8.0 m, y: 1.0 m))
0.00830216 Quadrangle((x: 9.0 m, y: 0.0 m), ..., (x: 9.0 m, y: 1.0 m))
data |> Translate(10u"m", 8u"ft")
999990 rows omitted
1000000×2 GeoTable over 1000×1000 CartesianGrid
z geometry
Continuous Quadrangle
[NoUnits] 🖈 Cartesian{NoDatum}
0.171654 Quadrangle((x: 10.0 m, y: 2.4384 m), ..., (x: 10.0 m, y: 3.4384 m))
0.334465 Quadrangle((x: 11.0 m, y: 2.4384 m), ..., (x: 11.0 m, y: 3.4384 m))
0.109071 Quadrangle((x: 12.0 m, y: 2.4384 m), ..., (x: 12.0 m, y: 3.4384 m))
0.387053 Quadrangle((x: 13.0 m, y: 2.4384 m), ..., (x: 13.0 m, y: 3.4384 m))
0.403623 Quadrangle((x: 14.0 m, y: 2.4384 m), ..., (x: 14.0 m, y: 3.4384 m))
0.286536 Quadrangle((x: 15.0 m, y: 2.4384 m), ..., (x: 15.0 m, y: 3.4384 m))
0.24658 Quadrangle((x: 16.0 m, y: 2.4384 m), ..., (x: 16.0 m, y: 3.4384 m))
0.306294 Quadrangle((x: 17.0 m, y: 2.4384 m), ..., (x: 17.0 m, y: 3.4384 m))
0.896378 Quadrangle((x: 18.0 m, y: 2.4384 m), ..., (x: 18.0 m, y: 3.4384 m))
0.00830216 Quadrangle((x: 19.0 m, y: 2.4384 m), ..., (x: 19.0 m, y: 3.4384 m))

Projections

Map projections are examples of coordinate transforms. The Proj function can be used to "reproject" a GeoTable into a new coordinate reference system (CRS):

data |> Proj(Polar)
999990 rows omitted
1000000×2 GeoTable over 1000×1000 TransformedGrid
z geometry
Continuous Quadrangle
[NoUnits] 🖈 Polar{NoDatum}
0.171654 Quadrangle((ρ: 0.0 m, ϕ: 0.0 rad), ..., (ρ: 1.0 m, ϕ: 1.5708 rad))
0.334465 Quadrangle((ρ: 1.0 m, ϕ: 0.0 rad), ..., (ρ: 1.41421 m, ϕ: 0.785398 rad))
0.109071 Quadrangle((ρ: 2.0 m, ϕ: 0.0 rad), ..., (ρ: 2.23607 m, ϕ: 0.463648 rad))
0.387053 Quadrangle((ρ: 3.0 m, ϕ: 0.0 rad), ..., (ρ: 3.16228 m, ϕ: 0.321751 rad))
0.403623 Quadrangle((ρ: 4.0 m, ϕ: 0.0 rad), ..., (ρ: 4.12311 m, ϕ: 0.244979 rad))
0.286536 Quadrangle((ρ: 5.0 m, ϕ: 0.0 rad), ..., (ρ: 5.09902 m, ϕ: 0.197396 rad))
0.24658 Quadrangle((ρ: 6.0 m, ϕ: 0.0 rad), ..., (ρ: 6.08276 m, ϕ: 0.165149 rad))
0.306294 Quadrangle((ρ: 7.0 m, ϕ: 0.0 rad), ..., (ρ: 7.07107 m, ϕ: 0.141897 rad))
0.896378 Quadrangle((ρ: 8.0 m, ϕ: 0.0 rad), ..., (ρ: 8.06226 m, ϕ: 0.124355 rad))
0.00830216 Quadrangle((ρ: 9.0 m, ϕ: 0.0 rad), ..., (ρ: 9.05539 m, ϕ: 0.110657 rad))

Raw coordinates

If you really need access to the coordinates, use the coords function:

quad = data.geometry[1]
Quadrangle
├─ Point(x: 0.0 m, y: 0.0 m)
├─ Point(x: 1.0 m, y: 0.0 m)
├─ Point(x: 1.0 m, y: 1.0 m)
└─ Point(x: 0.0 m, y: 1.0 m)
point = centroid(quad)
Point with Cartesian{NoDatum} coordinates
├─ x: 0.5 m
└─ y: 0.5 m
coords(point)
Cartesian{NoDatum} coordinates
├─ x: 0.5 m
└─ y: 0.5 m

It returns a CRS object. The type of this object can be retrieved with the crs function, which works with any GeoTable, geospatial Domain or individual Geometry:

crs(data)
Cartesian2D{NoDatum, Quantity{Float64, 𝐋, FreeUnits{(m,), 𝐋, nothing}}} (alias for Cartesian{NoDatum, 2, Quantity{Float64, 𝐋, Unitful.FreeUnits{(m,), 𝐋, nothing}}})

Very often the coordinates are LatLon in degrees. These cannot be used in linear algebra routines. The function to converts any CRS object into a static vector with Cartesian coordinates for algebraic manipulation:

to(Point(LatLon(0, 0)))
Vec(6.378137e6 m, 0.0 m, 0.0 m)