diff --git a/lib/philomena/images.ex b/lib/philomena/images.ex
index 4888d67f..2b2eddca 100644
--- a/lib/philomena/images.ex
+++ b/lib/philomena/images.ex
@@ -335,21 +335,19 @@ defmodule Philomena.Images do
     new_sources = attrs["sources"]
 
     Multi.new()
-    |> Multi.run(
-         :image,
-         fn repo, _chg ->
-           image = repo.preload(image, [:sources])
+    |> Multi.run(:image, fn repo, _chg ->
+      image = repo.preload(image, [:sources])
 
-           image
-           |> Image.source_changeset(%{}, old_sources, new_sources)
-           |> repo.update()
-           |> case do
-                {:ok, image} ->
-                  {:ok, {image, image.added_sources, image.removed_sources}}
+      image
+      |> Image.source_changeset(%{}, old_sources, new_sources)
+      |> repo.update()
+      |> case do
+          {:ok, image} ->
+            {:ok, {image, image.added_sources, image.removed_sources}}
 
-                error ->
-                  error
-              end
+          error ->
+            error
+        end
     end)
     |> Multi.run(:added_source_changes, fn repo, %{image: {image, added_sources, _removed}} ->
       source_changes =
@@ -383,7 +381,7 @@ defmodule Philomena.Images do
 
     %{
       image_id: image.id,
-      source: source,
+      source_url: source,
       user_id: user_id,
       created_at: now,
       updated_at: now,
diff --git a/lib/philomena/images/source_differ.ex b/lib/philomena/images/source_differ.ex
index 19d8bd16..02843371 100644
--- a/lib/philomena/images/source_differ.ex
+++ b/lib/philomena/images/source_differ.ex
@@ -3,8 +3,8 @@ defmodule Philomena.Images.SourceDiffer do
   alias Philomena.Images.Source
 
   def diff_input(changeset, old_sources, new_sources) do
-    old_set = MapSet.new(old_sources)
-    new_set = MapSet.new(new_sources)
+    old_set = MapSet.new(flatten_input(old_sources))
+    new_set = MapSet.new(flatten_input(new_sources))
 
     source_set = MapSet.new(get_field(changeset, :sources), & &1.source)
     added_sources = MapSet.difference(new_set, old_set)
@@ -47,4 +47,23 @@ defmodule Philomena.Images.SourceDiffer do
   defp source_structs(image_id, sources) do
     Enum.map(sources, &%Source{image_id: image_id, source: &1})
   end
+
+  defp flatten_input(input) when is_map(input) do
+    Enum.flat_map(Map.values(input), fn
+      %{"source" => source} ->
+        source = String.trim(source)
+
+        if source != "" do
+          [source]
+        else
+          []
+        end
+
+      _ -> []
+    end)
+  end
+
+  defp flatten_input(_input) do
+    []
+  end
 end
diff --git a/priv/repo/structure.sql b/priv/repo/structure.sql
index 47ea8bde..ab137a7c 100644
--- a/priv/repo/structure.sql
+++ b/priv/repo/structure.sql
@@ -841,9 +841,9 @@ ALTER SEQUENCE public.image_intensities_id_seq OWNED BY public.image_intensities
 -- Name: image_sources; Type: TABLE; Schema: public; Owner: -
 --
 
-CREATE TABLE public.image_sources(
-    image_id bigint                 NOT NULL,
-    source   character varying(255) NOT NULL,
+CREATE TABLE public.image_sources (
+    image_id bigint NOT NULL,
+    source character varying(255) NOT NULL,
     CONSTRAINT image_sources_source_check CHECK (((source)::text ~* '^https?://'::text))
 );