diff --git a/middleman-core/features/asset_hash.feature b/middleman-core/features/asset_hash.feature
index 4e9b293d..78755818 100644
--- a/middleman-core/features/asset_hash.feature
+++ b/middleman-core/features/asset_hash.feature
@@ -64,9 +64,13 @@ Feature: Assets get file hashes appended to them and references to them are upda
     When I go to "/"
     Then I should see 'href="apple-touch-icon.png"'
     And I should see 'href="stylesheets/site-d2959d87.css"'
+    And I should see 'href="stylesheets/fragment-a06f0dfc.css"'
     And I should see 'src="javascripts/application-1d8d5276.js"'
     And I should see 'src="images/100px-5fd6fb90.jpg"'
     And I should see 'srcset="images/100px-5fd6fb90.jpg 1x, images/200px-c11eb203.jpg 2x, images/300px-59adce76.jpg 3x"'
+    And I should see 'src="images/100px-5fd6fb90.jpg?test"'
+    And I should see 'src="images/100px-5fd6fb90.jpg?#test"'
+    And I should see 'src="images/100px-5fd6fb90.jpg#test"'
     When I go to "/subdir/"
     Then I should see 'href="../stylesheets/site-d2959d87.css"'
     And I should see 'src="../javascripts/application-1d8d5276.js"'
@@ -75,6 +79,9 @@ Feature: Assets get file hashes appended to them and references to them are upda
     Then I should see 'href="../stylesheets/site-d2959d87.css"'
     And I should see 'src="../javascripts/application-1d8d5276.js"'
     And I should see 'src="../images/100px-5fd6fb90.jpg"'
+    And I should see 'src="../images/100px-5fd6fb90.jpg?test"'
+    And I should see 'src="../images/100px-5fd6fb90.jpg?#test"'
+    And I should see 'src="../images/100px-5fd6fb90.jpg#test"'
     When I go to "/javascripts/application-1d8d5276.js"
     Then I should see "img.src = '/images/100px-5fd6fb90.jpg'"
     When I go to "/stylesheets/site-d2959d87.css"
@@ -87,6 +94,11 @@ Feature: Assets get file hashes appended to them and references to them are upda
     Then I should see 'images/100px-5fd6fb90.gif'
     And I should see 'images/100px-5fd6fb90.jpg'
     And I should see 'images/100px-1242c368.png'
+    When I go to "/stylesheets/fragment-a06f0dfc.css"
+    And I should see 'url("../images/100px-5fd6fb90.jpg")'
+    And I should see 'url("../images/100px-5fd6fb90.jpg?test")'
+    And I should see 'url("../images/100px-5fd6fb90.jpg?#test")'
+    And I should see 'url("../images/100px-5fd6fb90.jpg#test")'
 
   Scenario: Hashed assets work with Slim
     Given the Server is running at "asset-hash-app"
@@ -99,13 +111,25 @@ Feature: Assets get file hashes appended to them and references to them are upda
     Given the Server is running at "asset-hash-host-app"
     When I go to "/"
     Then I should see 'href="http://middlemanapp.com/stylesheets/site-e587b659.css"'
+    Then I should see 'href="http://middlemanapp.com/stylesheets/fragment-7af0b5ab.css"'
     And I should see 'src="http://middlemanapp.com/images/100px-5fd6fb90.jpg"'
+    And I should see 'src="http://middlemanapp.com/images/100px-5fd6fb90.jpg?test"'
+    And I should see 'src="http://middlemanapp.com/images/100px-5fd6fb90.jpg?#test"'
+    And I should see 'src="http://middlemanapp.com/images/100px-5fd6fb90.jpg#test"'
     When I go to "/subdir/"
     Then I should see 'href="http://middlemanapp.com/stylesheets/site-e587b659.css"'
     And I should see 'src="http://middlemanapp.com/images/100px-5fd6fb90.jpg"'
     When I go to "/other/"
     Then I should see 'href="http://middlemanapp.com/stylesheets/site-e587b659.css"'
     And I should see 'src="http://middlemanapp.com/images/100px-5fd6fb90.jpg"'
+    And I should see 'src="http://middlemanapp.com/images/100px-5fd6fb90.jpg?test"'
+    And I should see 'src="http://middlemanapp.com/images/100px-5fd6fb90.jpg?#test"'
+    And I should see 'src="http://middlemanapp.com/images/100px-5fd6fb90.jpg#test"'
+    When I go to "/stylesheets/fragment-7af0b5ab.css"
+    And I should see 'url("http://middlemanapp.com/images/100px-5fd6fb90.jpg")'
+    And I should see 'url("http://middlemanapp.com/images/100px-5fd6fb90.jpg?test")'
+    And I should see 'url("http://middlemanapp.com/images/100px-5fd6fb90.jpg?#test")'
+    And I should see 'url("http://middlemanapp.com/images/100px-5fd6fb90.jpg#test")'
 
   Scenario: The asset hash should change when a SASS partial changes
     Given the Server is running at "asset-hash-app"
diff --git a/middleman-core/fixtures/asset-hash-app/source/index.html.erb b/middleman-core/fixtures/asset-hash-app/source/index.html.erb
index 59a9c54f..de017654 100644
--- a/middleman-core/fixtures/asset-hash-app/source/index.html.erb
+++ b/middleman-core/fixtures/asset-hash-app/source/index.html.erb
@@ -4,6 +4,9 @@
 
 <h2>Image url:</h2>
 <img src="<%= image_path('100px.jpg') %>" srcset="<%= image_path('100px.jpg') %> 1x, <%= image_path('200px.jpg') %> 2x, <%= image_path('300px.jpg') %> 3x">
+<%= image_tag('100px.jpg?test') %>
+<%= image_tag('100px.jpg?#test') %>
+<%= image_tag('100px.jpg#test') %>
 
 <h2>Ignored path:</h2>
 <link rel="apple-touch-icon" href="apple-touch-icon.png">
diff --git a/middleman-core/fixtures/asset-hash-app/source/layout.erb b/middleman-core/fixtures/asset-hash-app/source/layout.erb
index a21259a3..3a1079a7 100644
--- a/middleman-core/fixtures/asset-hash-app/source/layout.erb
+++ b/middleman-core/fixtures/asset-hash-app/source/layout.erb
@@ -3,16 +3,16 @@
   <head>
     <meta charset="utf-8">
 
-    <%= stylesheet_link_tag "site" %>
+    <%= stylesheet_link_tag "site", "fragment" %>
     <%= javascript_include_tag "application" %>
     <%= yield_content :head %>
   </head>
-  
+
   <body class="<%= page_classes %>">
 
     <div id="main" role="main">
       <%= yield %>
     </div>
-    
+
   </body>
 </html>
diff --git a/middleman-core/fixtures/asset-hash-app/source/other.html.erb b/middleman-core/fixtures/asset-hash-app/source/other.html.erb
index 2e6f276f..cc258936 100644
--- a/middleman-core/fixtures/asset-hash-app/source/other.html.erb
+++ b/middleman-core/fixtures/asset-hash-app/source/other.html.erb
@@ -1,2 +1,5 @@
 <h2>Image url:</h2>
 <img src="<%= image_path('100px.jpg') %>">
+<img src="<%= image_path('100px.jpg?test') %>">
+<img src="<%= image_path('100px.jpg?#test') %>">
+<img src="<%= image_path('100px.jpg#test') %>">
diff --git a/middleman-core/fixtures/asset-hash-app/source/stylesheets/fragment.css.scss b/middleman-core/fixtures/asset-hash-app/source/stylesheets/fragment.css.scss
new file mode 100644
index 00000000..4e175489
--- /dev/null
+++ b/middleman-core/fixtures/asset-hash-app/source/stylesheets/fragment.css.scss
@@ -0,0 +1,7 @@
+#main {
+  padding: 50px;
+  background-image: image-url('100px.jpg');
+  background-image: image-url('100px.jpg?test');
+  background-image: image-url('100px.jpg?#test');
+  background-image: image-url('100px.jpg#test');
+}
diff --git a/middleman-core/fixtures/asset-hash-host-app/source/index.html.erb b/middleman-core/fixtures/asset-hash-host-app/source/index.html.erb
index 3616ba64..ea81c790 100644
--- a/middleman-core/fixtures/asset-hash-host-app/source/index.html.erb
+++ b/middleman-core/fixtures/asset-hash-host-app/source/index.html.erb
@@ -4,3 +4,6 @@
 
 <h2>Image url:</h2>
 <%= image_tag('100px.jpg') %>
+<%= image_tag('100px.jpg?test') %>
+<%= image_tag('100px.jpg?#test') %>
+<%= image_tag('100px.jpg#test') %>
diff --git a/middleman-core/fixtures/asset-hash-host-app/source/layout.erb b/middleman-core/fixtures/asset-hash-host-app/source/layout.erb
index 443b3645..a6aa4a0c 100644
--- a/middleman-core/fixtures/asset-hash-host-app/source/layout.erb
+++ b/middleman-core/fixtures/asset-hash-host-app/source/layout.erb
@@ -3,15 +3,15 @@
   <head>
     <meta charset="utf-8">
 
-    <%= stylesheet_link_tag "site" %>
+    <%= stylesheet_link_tag "site", "fragment" %>
     <%= yield_content :head %>
   </head>
-  
+
   <body class="<%= page_classes %>">
 
     <div id="main" role="main">
       <%= yield %>
     </div>
-    
+
   </body>
 </html>
diff --git a/middleman-core/fixtures/asset-hash-host-app/source/other.html.erb b/middleman-core/fixtures/asset-hash-host-app/source/other.html.erb
index 2e6f276f..cc258936 100644
--- a/middleman-core/fixtures/asset-hash-host-app/source/other.html.erb
+++ b/middleman-core/fixtures/asset-hash-host-app/source/other.html.erb
@@ -1,2 +1,5 @@
 <h2>Image url:</h2>
 <img src="<%= image_path('100px.jpg') %>">
+<img src="<%= image_path('100px.jpg?test') %>">
+<img src="<%= image_path('100px.jpg?#test') %>">
+<img src="<%= image_path('100px.jpg#test') %>">
diff --git a/middleman-core/fixtures/asset-hash-host-app/source/stylesheets/fragment.css.scss b/middleman-core/fixtures/asset-hash-host-app/source/stylesheets/fragment.css.scss
index b169b432..4e175489 100644
--- a/middleman-core/fixtures/asset-hash-host-app/source/stylesheets/fragment.css.scss
+++ b/middleman-core/fixtures/asset-hash-host-app/source/stylesheets/fragment.css.scss
@@ -1,4 +1,7 @@
 #main {
   padding: 50px;
+  background-image: image-url('100px.jpg');
+  background-image: image-url('100px.jpg?test');
+  background-image: image-url('100px.jpg?#test');
   background-image: image-url('100px.jpg#test');
 }
diff --git a/middleman-core/lib/middleman-core/util.rb b/middleman-core/lib/middleman-core/util.rb
index db29cf92..1ea5ace8 100644
--- a/middleman-core/lib/middleman-core/util.rb
+++ b/middleman-core/lib/middleman-core/util.rb
@@ -201,31 +201,37 @@ module Middleman
     Contract IsA['Middleman::Application'], String, String, Hash => String
     def asset_url(app, path, prefix='', options={})
       # Don't touch assets which already have a full path
-      if path.include?('//') || path.start_with?('data:')
-        path
-      else # rewrite paths to use their destination path
-        result = if resource = app.sitemap.find_resource_by_destination_path(url_for(app, path))
+      return path if path.include?('//') || path.start_with?('data:')
+
+      uri = URI(path)
+      path = uri.path
+
+      result = if resource = app.sitemap.find_resource_by_destination_path(url_for(app, path))
+        resource.url
+      else
+        path = File.join(prefix, path)
+        if resource = app.sitemap.find_resource_by_path(path)
           resource.url
         else
-          path = File.join(prefix, path)
-          if resource = app.sitemap.find_resource_by_path(path)
-            resource.url
-          else
-            File.join(app.config[:http_prefix], path)
-          end
-        end
-
-        if options[:relative] != true
-          result
-        else
-          unless options[:current_resource]
-            raise ArgumentError, '#asset_url must be run in a context with current_resource if relative: true'
-          end
-
-          current_dir = Pathname('/' + options[:current_resource].destination_path)
-          Pathname(result).relative_path_from(current_dir.dirname).to_s
+          File.join(app.config[:http_prefix], path)
         end
       end
+
+      final_result = if options[:relative] != true
+        result
+      else
+        unless options[:current_resource]
+          raise ArgumentError, '#asset_url must be run in a context with current_resource if relative: true'
+        end
+
+        current_dir = Pathname('/' + options[:current_resource].destination_path)
+        Pathname(result).relative_path_from(current_dir.dirname).to_s
+      end
+
+      result_uri = URI(final_result)
+      result_uri.query = uri.query
+      result_uri.fragment = uri.fragment
+      result_uri.to_s
     end
 
     # Given a source path (referenced either absolutely or relatively)