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Add more constructors for 'Interpolate' and 'InterpolateNeighbors'
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eliascarv committed Sep 20, 2023
1 parent 337877a commit ce5abb1
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Showing 4 changed files with 14 additions and 4 deletions.
7 changes: 6 additions & 1 deletion src/interpneighbors.jl
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Interpolate geospatial data on given `domain` using geostatistical models
`model₁`, ..., `modelₙ` for variables `vars₁`, ..., `varsₙ`.
InterpolateNeighbors(domain, model=IDW(); [parameters])
Interpolate geospatial data on given `domain` using geostatistical `model` for all variables.
Unlike [`Interpolate`](@ref), this transform uses neighbor search methods to
fit geostatistical models at each interpolation location with a reduced number
of measurements.
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prob
)

InterpolateNeighbors(domain::Domain; kwargs...) = InterpolateNeighbors(domain, [AllSpec()], [IDW()]; kwargs...)
InterpolateNeighbors(domain::Domain, model::GeoStatsModel=IDW(); kwargs...) =
InterpolateNeighbors(domain, [AllSpec()], [model]; kwargs...)

InterpolateNeighbors(domain::Domain, pairs::Pair{<:Any,<:GeoStatsModel}...; kwargs...) =
InterpolateNeighbors(domain, colspec.(first.(pairs)), last.(pairs); kwargs...)
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7 changes: 6 additions & 1 deletion src/interpolate.jl
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Interpolate geospatial data on given `domain` using geostatistical models
`model₁`, ..., `modelₙ` for variables `vars₁`, ..., `varsₙ`.
Interpolate(domain, model=IDW(); [parameters])
Interpolate geospatial data on given `domain` using geostatistical `model` for all variables.
## Parameters
* `point` - Perform interpolation on point support (default to `true`)
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Interpolate(domain::Domain, colspecs, models; point=true, prob=false) =
Interpolate(domain, collect(ColSpec, colspecs), collect(GeoStatsModel, models), point, prob)

Interpolate(domain::Domain; kwargs...) = Interpolate(domain, [AllSpec()], [IDW()]; kwargs...)
Interpolate(domain::Domain, model::GeoStatsModel=IDW(); kwargs...) =
Interpolate(domain, [AllSpec()], [model]; kwargs...)

Interpolate(domain::Domain, pairs::Pair{<:Any,<:GeoStatsModel}...; kwargs...) =
Interpolate(domain, colspec.(first.(pairs)), last.(pairs); kwargs...)
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2 changes: 1 addition & 1 deletion test/interpneighbors.jl
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pset = PointSet(rand(Point2, 3))
gtb = georef((a=[1, 2, 3], b=[4, 5, 6]), pset)
ngtb = gtb |> InterpolateNeighbors(pset, maxneighbors=3)
ngtb = gtb |> InterpolateNeighbors(pset, IDW(), maxneighbors=3)
@test ngtb.a == gtb.a
@test ngtb.b == gtb.b
@test ngtb.geometry == pset
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2 changes: 1 addition & 1 deletion test/interpolate.jl
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pset = PointSet(rand(Point2, 3))
gtb = georef((a=[1, 2, 3], b=[4, 5, 6]), pset)
ngtb = gtb |> Interpolate(pset)
ngtb = gtb |> Interpolate(pset, IDW())
@test ngtb.a == gtb.a
@test ngtb.b == gtb.b
@test ngtb.geometry == pset
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