From 0eb4f162268f44ca02c89711b633799b262d853a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Timoth=C3=A9e=20Poisot?= <timothee.poisot@umontreal.ca>
Date: Sun, 12 Feb 2023 16:11:33 -0500
Subject: [PATCH 01/10] vignette updated?

---
 Project.toml                                  |  8 +--
 docs/Project.toml                             |  5 +-
 docs/src/vignettes/simplesdmlayers.jl         | 51 +++++++++----------
 src/SpatialBoundaries.jl                      |  8 +--
 ...ayers.jl => SpeciesDistributionToolkit.jl} |  6 +--
 5 files changed, 36 insertions(+), 42 deletions(-)
 rename src/extensions/{SimpleSDMLayers.jl => SpeciesDistributionToolkit.jl} (82%)

diff --git a/Project.toml b/Project.toml
index 4641b0a..e75be22 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,17 +1,17 @@
 name = "SpatialBoundaries"
 uuid = "8d2ba62a-3d23-4a2b-b692-6b63e9267be2"
 authors = ["Tanya Strydom <tanya.strydom@umontreal.ca>", "Timothée Poisot <timothee.poisot@umontreal.ca>"]
-version = "0.0.4"
+version = "0.1.0"
 
 [deps]
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
-Requires = "ae029012-a4dd-5104-9daa-d747884805df"
+SpeciesDistributionToolkit = "72b53823-5c0b-4575-ad0e-8e97227ad13b"
 Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 VoronoiDelaunay = "72f80fcb-8c52-57d9-aff0-40c1a3526986"
 
 [compat]
-Requires = "1"
+SpeciesDistributionToolkit = "0.0.1"
 StatsBase = "0.33"
 VoronoiDelaunay = "0.4"
-julia = "1.6"
+julia = "1.8"
diff --git a/docs/Project.toml b/docs/Project.toml
index 04dc21d..e270666 100644
--- a/docs/Project.toml
+++ b/docs/Project.toml
@@ -3,8 +3,9 @@ Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
 Literate = "98b081ad-f1c9-55d3-8b20-4c87d4299306"
 NeutralLandscapes = "71847384-8354-4223-ac08-659a5128069f"
 Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-SimpleSDMLayers = "2c645270-77db-11e9-22c3-0f302a89c64c"
+CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
+SpeciesDistributionToolkit = "2c645270-77db-11e9-22c3-0f302a89c64c"
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
 
 [compat]
-SimpleSDMLayers = "0.8"
+SimpleSDMLayers = "0.0"
diff --git a/docs/src/vignettes/simplesdmlayers.jl b/docs/src/vignettes/simplesdmlayers.jl
index 45cf5f5..62f307e 100644
--- a/docs/src/vignettes/simplesdmlayers.jl
+++ b/docs/src/vignettes/simplesdmlayers.jl
@@ -20,8 +20,9 @@
 # $y$, $z$) and the output data would be typed as `TriangulationWomble` objects.
 
 using SpatialBoundaries
-using SimpleSDMLayers
-using Plots
+using SpeciesDistributionToolkit
+using CairoMakie
+import Plots # Required for radial histograms
 
 # First we can start by defining the extent of the Southwestern islands of
 # Hawaii, which can be used to restrict the extraction of the various landcover
@@ -29,15 +30,17 @@ using Plots
 # `SimpleSDMLayers`:
 
 hawaii = (left = -160.2, right = -154.5, bottom = 18.6, top = 22.5)
-landcover = SimpleSDMPredictor(EarthEnv, LandCover, 1:12; hawaii...)
+dataprovider = RasterData(EarthEnv, LandCover)
+landcover_classes = SimpleSDMDatasets.layers(dataprovider)
+landcover = [SimpleSDMPredictor(dataprovider; layer=class, full=true, hawaii...) for class in landcover_classes]
 
 # We can remove all the areas that contain 100% water from the landcover data as
 # our question of interest is restricted to the terrestrial realm. We do this by
 # using the "Open Water" layer to mask over each of the landcover layers
 # individually:
 
-ow_index = findfirst(isequal("Open Water"), layernames(EarthEnv, LandCover))
-not_water = broadcast(!isequal(100), landcover[ow_index])
+ow_index = findfirst(isequal("Open Water"), landcover_classes)
+not_water = landcover[ow_index] .!== 0x64
 lc = [mask(not_water, layer) for layer in landcover]
 
 # As layers one through four of the EarthEnv data are concerned with data on
@@ -45,10 +48,11 @@ lc = [mask(not_water, layer) for layer in landcover]
 # Broadleaf Trees", "Deciduous Broadleaf Trees", and "Mixed/Other Trees") we
 # will work with only these layers. For a quick idea we of what the raw
 # landcover data looks like we can sum these four layers and plot the total
-# woody cover for the Southwestern islands.
+# woody cover:
 
-tree_lc = convert(Float32, sum(lc[1:4]))
-plot(tree_lc; c = :Greens, frame = :box, leg = false)
+classes_with_trees = findall(contains.(landcover_classes, "Trees"))
+tree_lc = convert(Float32, reduce(+, lc[classes_with_trees]))
+heatmap(tree_lc; colormap=:linear_kbgyw_5_98_c62_n256)
 
 # Although we have previously summed the four landcover layers for the actual
 # wombling part we will apply the wombling function to each layer before we
@@ -57,7 +61,7 @@ plot(tree_lc; c = :Greens, frame = :box, leg = false)
 # woody cover layers. This will give as a vector containing four `LatticeWomble`
 # objects (since the input data was in the form of a matrix).
 
-wombled_layers = broadcast(wombling, (lc[1:4]))
+wombled_layers = wombling.(lc[classes_with_trees]);
 
 # As we are interested in overall woody cover for Southwestern islands we can
 # take the `wombled_layers` vector and use them with the `mean` function to get
@@ -65,7 +69,7 @@ wombled_layers = broadcast(wombling, (lc[1:4]))
 # cover. This will 'flatten' the four wombled layers into a single
 # `LatticeWomble` object.
 
-wombled_mean = mean(wombled_layers)
+wombled_mean = mean(wombled_layers);
 
 # From the `wombled_mean` object we can 'extract' the layers for both the mean
 # rate and direction of change. For ease of plotting we will also convert these
@@ -81,21 +85,14 @@ rate, direction = SimpleSDMPredictor(wombled_mean)
 # and this is simply for ease of plotting.
 
 b = similar(rate)
+b.grid[boundaries(wombled_mean, 0.1; ignorezero = true)] .= 1.0
 
-for t in 0.1
-    b.grid[boundaries(wombled_mean, t; ignorezero = true)] .= t
-end
+# We will overlay the identified boundaries (in green) over the rate of change
+# (in levels of grey):
 
-# In addition to being used to help find candidate boundary cells we can also
-# use this object (`b`) as masking layer when visualising wombling outputs. In
-# this case we can view the `rate` layer  in a similar fashion to the original
-# landcover layer but by masking it with `b` we only plot the candidate
-# boundaries *i.e.* the cells with the top 10% of highest rate of change values.
-
-plot(
-    plot(rate; c = :grey85, frame = :box),
-    mask(b, rate);
-    c = :black, frame = :box, colorbar = false)
+heatmap(rate, colormap=[:grey95, :grey5])
+heatmap!(b, colormap=[:transparent, :green])
+current_figure()
 
 # For this example we will plot the direction of change as radial plots to get
 # an idea of the prominent direction of change. Here we will plot *all* the
@@ -120,8 +117,8 @@ direction_candidate = mask(b, direction)
 # collect the cells and convert them from degrees to radians. Then we can start
 # by plotting the direction of change of *all* cells.
 
-stephist(
-         deg2rad.(collect(direction_all));
+Plots.stephist(
+         deg2rad.(values(direction_all));
          proj=:polar,
          lab="",
          c=:teal,
@@ -132,8 +129,8 @@ stephist(
 # Followed by plotting the direction of change only for cells that are
 # considered as candidate boundary cells.
 
-stephist(
-        deg2rad.(collect(direction_candidate));
+Plots.stephist(
+        deg2rad.(values(direction_candidate));
         proj=:polar,
         lab="",
         c=:red,
diff --git a/src/SpatialBoundaries.jl b/src/SpatialBoundaries.jl
index eaf5dc8..a021e8f 100644
--- a/src/SpatialBoundaries.jl
+++ b/src/SpatialBoundaries.jl
@@ -5,7 +5,7 @@ using VoronoiDelaunay
 using LinearAlgebra
 using Statistics
 using StatsBase
-using Requires
+using SpeciesDistributionToolkit
 
 include(joinpath("types", "Womble.jl"))
 export Womble, TriangulationWomble, LatticeWomble
@@ -21,10 +21,6 @@ export boundaries
 include(joinpath("lib", "overallmean.jl"))
 export mean
 
-function __init__()
-    @require SimpleSDMLayers = "2c645270-77db-11e9-22c3-0f302a89c64c" include(
-        joinpath("extensions", "SimpleSDMLayers.jl"),
-    )
-end
+joinpath("extensions", "SpeciesDistributionToolkit.jl")
 
 end # module
\ No newline at end of file
diff --git a/src/extensions/SimpleSDMLayers.jl b/src/extensions/SpeciesDistributionToolkit.jl
similarity index 82%
rename from src/extensions/SimpleSDMLayers.jl
rename to src/extensions/SpeciesDistributionToolkit.jl
index 41e5a2a..fbed29a 100644
--- a/src/extensions/SimpleSDMLayers.jl
+++ b/src/extensions/SpeciesDistributionToolkit.jl
@@ -3,7 +3,7 @@
 
 Performs a lattice wombling on a `SimpleSDMLayer`.
 """
-function wombling(layer::T; convert_to::Type = Float64) where {T <: SimpleSDMLayers.SimpleSDMLayer}
+function SpatialBoundaries.wombling(layer::T; convert_to::Type = Float64) where {T <: SimpleSDMLayer}
     try
         global nan = convert(convert_to, NaN)
     catch
@@ -24,7 +24,7 @@ end
 # adding this method makes the code easier to write
 Base.isnan(::Nothing) = false
 
-function SimpleSDMLayers.SimpleSDMPredictor(W::T) where {T <: LatticeWomble}
+function SimpleSDMPredictor(W::T) where {T <: LatticeWomble}
     rate = SimpleSDMLayers.SimpleSDMPredictor(W.m, extrema(W.y)..., extrema(W.x)...)
     direction = SimpleSDMLayers.SimpleSDMPredictor(W.θ, extrema(W.y)..., extrema(W.x)...)
     rate.grid[findall(isnan, rate.grid)] .= nothing
@@ -32,6 +32,6 @@ function SimpleSDMLayers.SimpleSDMPredictor(W::T) where {T <: LatticeWomble}
     return (rate, direction)
 end
 
-function SimpleSDMLayers.SimpleSDMResponse(W::T) where {T <: LatticeWomble}
+function SimpleSDMResponse(W::T) where {T <: LatticeWomble}
     return convert.(SimpleSDMLayers.SimpleSDMResponse, SimpleSDMLayers.SimpleSDMPredictor(W))
 end

From 0550af3e5d032172f5c0c242b06c072d430c272a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Timoth=C3=A9e=20Poisot?= <timothee.poisot@umontreal.ca>
Date: Mon, 13 Feb 2023 08:48:17 -0500
Subject: [PATCH 02/10] =?UTF-8?q?=F0=9F=A4=96=20fix=20versions?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .github/workflows/CompatHelper.yml | 2 +-
 .github/workflows/RunTests.yml     | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/CompatHelper.yml b/.github/workflows/CompatHelper.yml
index 585661c..1d3aec7 100644
--- a/.github/workflows/CompatHelper.yml
+++ b/.github/workflows/CompatHelper.yml
@@ -9,7 +9,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        julia-version: [1.6.0]
+        julia-version: [1.8.0]
         julia-arch: [x86]
         os: [ubuntu-latest]
     steps:
diff --git a/.github/workflows/RunTests.yml b/.github/workflows/RunTests.yml
index 5a1a0d3..8f04439 100644
--- a/.github/workflows/RunTests.yml
+++ b/.github/workflows/RunTests.yml
@@ -7,7 +7,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        julia-version: ["1.6", "1.7", "1.8"]
+        julia-version: ["1.8"]
         julia-arch: [x64]
         os: [ubuntu-latest]
 

From bb31aa6e6065a7454db91662bcdd49bc7d284dce Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Timoth=C3=A9e=20Poisot?= <timothee.poisot@umontreal.ca>
Date: Mon, 13 Feb 2023 08:49:57 -0500
Subject: [PATCH 03/10] =?UTF-8?q?=E2=AC=86=EF=B8=8F=20SpeciesDistributionT?=
 =?UTF-8?q?oolkit?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 docs/Project.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/Project.toml b/docs/Project.toml
index e270666..ff6d434 100644
--- a/docs/Project.toml
+++ b/docs/Project.toml
@@ -8,4 +8,4 @@ SpeciesDistributionToolkit = "2c645270-77db-11e9-22c3-0f302a89c64c"
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
 
 [compat]
-SimpleSDMLayers = "0.0"
+SpeciesDistributionToolkit = "0.0"

From 386f74c8f2ee144d60fc3664c4c4ac3d9af815b0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Timoth=C3=A9e=20Poisot?= <timothee.poisot@umontreal.ca>
Date: Mon, 13 Feb 2023 08:52:58 -0500
Subject: [PATCH 04/10] fix version

---
 docs/Project.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/Project.toml b/docs/Project.toml
index ff6d434..3b8052a 100644
--- a/docs/Project.toml
+++ b/docs/Project.toml
@@ -8,4 +8,4 @@ SpeciesDistributionToolkit = "2c645270-77db-11e9-22c3-0f302a89c64c"
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
 
 [compat]
-SpeciesDistributionToolkit = "0.0"
+SpeciesDistributionToolkit = "0.0.1"

From ddf713cddce4d545814154d722d57a5ef6b679c4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Timoth=C3=A9e=20Poisot?= <timothee.poisot@umontreal.ca>
Date: Mon, 13 Feb 2023 08:53:56 -0500
Subject: [PATCH 05/10] =?UTF-8?q?=F0=9F=90=9B=20fix=20the=20hash=20for=20S?=
 =?UTF-8?q?peciesDistributionToolkit?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 docs/Project.toml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/Project.toml b/docs/Project.toml
index 3b8052a..af3b078 100644
--- a/docs/Project.toml
+++ b/docs/Project.toml
@@ -4,8 +4,8 @@ Literate = "98b081ad-f1c9-55d3-8b20-4c87d4299306"
 NeutralLandscapes = "71847384-8354-4223-ac08-659a5128069f"
 Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
-SpeciesDistributionToolkit = "2c645270-77db-11e9-22c3-0f302a89c64c"
+SpeciesDistributionToolkit = "72b53823-5c0b-4575-ad0e-8e97227ad13b"
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
 
 [compat]
-SpeciesDistributionToolkit = "0.0.1"
+SpeciesDistributionToolkit = "0.0"

From ad4734506452c5e9390a41ac0a91e8bdca2a2e5f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Timoth=C3=A9e=20Poisot?= <timothee.poisot@umontreal.ca>
Date: Mon, 13 Feb 2023 09:26:27 -0500
Subject: [PATCH 06/10] =?UTF-8?q?=E2=9C=85=20fix=20integration=20test?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 test/units/R1_simplesdmlayers.jl | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/test/units/R1_simplesdmlayers.jl b/test/units/R1_simplesdmlayers.jl
index 2f4ef62..5b3b9c2 100644
--- a/test/units/R1_simplesdmlayers.jl
+++ b/test/units/R1_simplesdmlayers.jl
@@ -1,13 +1,12 @@
 module SBTestSimpleSDMLayers
 
 using SpatialBoundaries
-using SimpleSDMLayers
+using SpeciesDistributionToolkit
 using Test
 
 precipitation = SimpleSDMPredictor(
-    WorldClim,
-    BioClim,
-    12;
+    RasterData(WorldClim, BioClim),
+    layer=12;
     left = -80.0,
     right = -56.0,
     bottom = 44.0,

From 0f0459833fe02bbcc52782e1a31df9ca2bc93b81 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Timoth=C3=A9e=20Poisot?= <timothee.poisot@umontreal.ca>
Date: Mon, 13 Feb 2023 09:34:04 -0500
Subject: [PATCH 07/10] =?UTF-8?q?=E2=AC=86=EF=B8=8F=20switch=20to=20SDT=20?=
 =?UTF-8?q?in=20test?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 test/Project.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/Project.toml b/test/Project.toml
index cced248..b0487c8 100644
--- a/test/Project.toml
+++ b/test/Project.toml
@@ -1,4 +1,4 @@
 [deps]
 NeutralLandscapes = "71847384-8354-4223-ac08-659a5128069f"
-SimpleSDMLayers = "2c645270-77db-11e9-22c3-0f302a89c64c"
+SpeciesDistributionToolkit = "72b53823-5c0b-4575-ad0e-8e97227ad13b"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"

From 1c976a52008a1b1f9ed3b8a0f120b8ca34820ba4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Timoth=C3=A9e=20Poisot?= <timothee.poisot@umontreal.ca>
Date: Mon, 13 Feb 2023 09:41:28 -0500
Subject: [PATCH 08/10] =?UTF-8?q?=F0=9F=90=9B=20wrong=20dataset?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 test/units/R1_simplesdmlayers.jl | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/units/R1_simplesdmlayers.jl b/test/units/R1_simplesdmlayers.jl
index 5b3b9c2..4debfe9 100644
--- a/test/units/R1_simplesdmlayers.jl
+++ b/test/units/R1_simplesdmlayers.jl
@@ -5,7 +5,7 @@ using SpeciesDistributionToolkit
 using Test
 
 precipitation = SimpleSDMPredictor(
-    RasterData(WorldClim, BioClim),
+    RasterData(WorldClim2, BioClim),
     layer=12;
     left = -80.0,
     right = -56.0,

From 10fb7696e4193de7c3b9ba94e26f1e6f7f1bdb60 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Timoth=C3=A9e=20Poisot?= <timothee.poisot@umontreal.ca>
Date: Mon, 13 Feb 2023 09:50:56 -0500
Subject: [PATCH 09/10] =?UTF-8?q?=F0=9F=9A=B6=20actually=20include=20the?=
 =?UTF-8?q?=20extension=20file?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/SpatialBoundaries.jl                     | 3 +--
 src/extensions/SpeciesDistributionToolkit.jl | 2 +-
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/src/SpatialBoundaries.jl b/src/SpatialBoundaries.jl
index a021e8f..01c654f 100644
--- a/src/SpatialBoundaries.jl
+++ b/src/SpatialBoundaries.jl
@@ -13,6 +13,7 @@ export Womble, TriangulationWomble, LatticeWomble
 include(joinpath("lib", "rateofchange.jl"))
 
 include(joinpath("lib", "wombling.jl"))
+include(joinpath("extensions", "SpeciesDistributionToolkit.jl"))
 export wombling
 
 include(joinpath("lib", "boundaries.jl"))
@@ -21,6 +22,4 @@ export boundaries
 include(joinpath("lib", "overallmean.jl"))
 export mean
 
-joinpath("extensions", "SpeciesDistributionToolkit.jl")
-
 end # module
\ No newline at end of file
diff --git a/src/extensions/SpeciesDistributionToolkit.jl b/src/extensions/SpeciesDistributionToolkit.jl
index fbed29a..44fb774 100644
--- a/src/extensions/SpeciesDistributionToolkit.jl
+++ b/src/extensions/SpeciesDistributionToolkit.jl
@@ -3,7 +3,7 @@
 
 Performs a lattice wombling on a `SimpleSDMLayer`.
 """
-function SpatialBoundaries.wombling(layer::T; convert_to::Type = Float64) where {T <: SimpleSDMLayer}
+function wombling(layer::T; convert_to::Type = Float64) where {T <: SimpleSDMLayer}
     try
         global nan = convert(convert_to, NaN)
     catch

From bc018bf2b50f725b22166b16292da2764bf5c474 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Timoth=C3=A9e=20Poisot?= <timothee.poisot@umontreal.ca>
Date: Mon, 13 Feb 2023 09:57:42 -0500
Subject: [PATCH 10/10] =?UTF-8?q?=F0=9F=A6=86=20correct=20overloading?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/extensions/SpeciesDistributionToolkit.jl | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/extensions/SpeciesDistributionToolkit.jl b/src/extensions/SpeciesDistributionToolkit.jl
index 44fb774..12c867f 100644
--- a/src/extensions/SpeciesDistributionToolkit.jl
+++ b/src/extensions/SpeciesDistributionToolkit.jl
@@ -24,7 +24,7 @@ end
 # adding this method makes the code easier to write
 Base.isnan(::Nothing) = false
 
-function SimpleSDMPredictor(W::T) where {T <: LatticeWomble}
+function SimpleSDMLayers.SimpleSDMPredictor(W::T) where {T <: LatticeWomble}
     rate = SimpleSDMLayers.SimpleSDMPredictor(W.m, extrema(W.y)..., extrema(W.x)...)
     direction = SimpleSDMLayers.SimpleSDMPredictor(W.θ, extrema(W.y)..., extrema(W.x)...)
     rate.grid[findall(isnan, rate.grid)] .= nothing
@@ -32,6 +32,6 @@ function SimpleSDMPredictor(W::T) where {T <: LatticeWomble}
     return (rate, direction)
 end
 
-function SimpleSDMResponse(W::T) where {T <: LatticeWomble}
+function SimpleSDMLayers.SimpleSDMResponse(W::T) where {T <: LatticeWomble}
     return convert.(SimpleSDMLayers.SimpleSDMResponse, SimpleSDMLayers.SimpleSDMPredictor(W))
 end