diff --git a/.travis.yml b/.travis.yml
index 31962e638..49f8aac35 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -23,29 +23,16 @@ env:
 matrix:
     include:
 
-        - python: 3.7
-          env: TOXENV='py37-test'
-          name: "Python 3.7 with minimal dependencies"
+        - language: c
+          os: osx
+          env: PYTHON_VERSION=3.7 TOXENV='py37-test-all'
+          name: "Python 3.7 with all dependencies (except CASA) on MacOS X"
 
-        - python: 3.7
-          env: TOXENV='py37-test-all'
-          name: "Python 3.7 with all dependencies (except CASA)"
+        - language: c
+          os: windows
+          env: PYTHON_VERSION=3.7 TOXENV='py37-test-all'
+          name: "Python 3.7 with all dependencies (except CASA) on Windows"
 
-        - python: 3.6
-          env: TOXENV='py36-test-casa'
-          name: "Python 3.6 with minimal dependencies and CASA"
-
-        - python: 3.6
-          env: TOXENV='py36-test-casa-dev'
-          name: "Python 3.6, CASA, and dev versions of key dependencies"
-
-        - python: 3.8
-          env: TOXENV='py38-test-all-dev'
-          name: "Python 3.8, all dependencies, and dev versions of key dependencies"
-
-        - python: 3.8
-          env: TOXENV='build_docs'
-          name: "Documentation"
 
 before_install:
     # We need a full clone to make sure setuptools_scm
@@ -53,8 +40,19 @@ before_install:
     - git fetch --unshallow .
     - git fetch --depth=1000000
 
-    - export DISPLAY=:99.0
-    - /sbin/start-stop-daemon --start --quiet --pidfile /tmp/custom_xvfb_99.pid --make-pidfile --background --exec /usr/bin/Xvfb -- :99 -screen 0 1920x1200x24 -ac +extension GLX +render -noreset
+    - if [[ $TRAVIS_OS_NAME == linux ]]; then
+        export DISPLAY=:99.0;
+        /sbin/start-stop-daemon --start --quiet --pidfile /tmp/custom_xvfb_99.pid --make-pidfile --background --exec /usr/bin/Xvfb -- :99 -screen 0 1920x1200x24 -ac +extension GLX +render -noreset;
+      fi
+
+install:
+    # language: python is only available for Linux, so for other platforms
+    # we need to use ci-helpers to set up Python.
+    - if [[ $TRAVIS_OS_NAME == osx || $TRAVIS_OS_NAME == windows ]]; then
+        git clone git://github.com/astropy/ci-helpers.git;
+        source ci-helpers/travis/setup_conda.sh;
+      fi
+
 
 script:
     - pip install tox
diff --git a/spectral_cube/io/tests/test_casa_wcs.py b/spectral_cube/io/tests/test_casa_wcs.py
index 380a6ec57..34c0976c0 100644
--- a/spectral_cube/io/tests/test_casa_wcs.py
+++ b/spectral_cube/io/tests/test_casa_wcs.py
@@ -90,6 +90,7 @@ def header_copy_with(**kwargs):
 
 
 ALL_HEADERS = [
+    header_copy_with(),
     header_copy_with(CTYPE1='GLON-TAN', CTYPE2='GLAT-TAN'),
     header_copy_with(CTYPE1='SLON-TAN', CTYPE2='SLAT-TAN'),
     header_copy_with(CTYPE1='ELON-TAN', CTYPE2='ELAT-TAN'),
diff --git a/spectral_cube/spectral_cube.py b/spectral_cube/spectral_cube.py
index 1726a66de..f3a81c17c 100644
--- a/spectral_cube/spectral_cube.py
+++ b/spectral_cube/spectral_cube.py
@@ -15,6 +15,7 @@
 from pathlib import PosixPath
 import six
 from six.moves import zip, range
+import dask.array
 
 import astropy.wcs
 from astropy import units as u
@@ -1315,7 +1316,11 @@ def unmasked_data(self, view):
         data : Quantity instance
             The unmasked data
         """
-        return u.Quantity(self._data[view], self.unit, copy=False)
+        values = self._data[view]
+        # Astropy Quantities don't play well with dask arrays with shape ()
+        if isinstance(values, dask.array.core.Array) and values.shape == ():
+            values = values.compute()
+        return u.Quantity(values, self.unit, copy=False)
 
     def unmasked_copy(self):
         """
diff --git a/spectral_cube/tests/data/basic.image/logtable/table.dat b/spectral_cube/tests/data/basic.image/logtable/table.dat
new file mode 100644
index 000000000..26a18b65d
Binary files /dev/null and b/spectral_cube/tests/data/basic.image/logtable/table.dat differ
diff --git a/spectral_cube/tests/data/basic.image/logtable/table.f0 b/spectral_cube/tests/data/basic.image/logtable/table.f0
new file mode 100644
index 000000000..d32529b77
Binary files /dev/null and b/spectral_cube/tests/data/basic.image/logtable/table.f0 differ
diff --git a/spectral_cube/tests/data/basic.image/logtable/table.info b/spectral_cube/tests/data/basic.image/logtable/table.info
new file mode 100644
index 000000000..dfeff77ec
--- /dev/null
+++ b/spectral_cube/tests/data/basic.image/logtable/table.info
@@ -0,0 +1,4 @@
+Type = Log message
+SubType = 
+
+Repository for software-generated logging messages
diff --git a/spectral_cube/tests/data/basic.image/logtable/table.lock b/spectral_cube/tests/data/basic.image/logtable/table.lock
new file mode 100644
index 000000000..9d46a6b56
Binary files /dev/null and b/spectral_cube/tests/data/basic.image/logtable/table.lock differ
diff --git a/spectral_cube/tests/data/basic.image/mask0/table.dat b/spectral_cube/tests/data/basic.image/mask0/table.dat
new file mode 100644
index 000000000..4e94b635c
Binary files /dev/null and b/spectral_cube/tests/data/basic.image/mask0/table.dat differ
diff --git a/spectral_cube/tests/data/basic.image/mask0/table.f0 b/spectral_cube/tests/data/basic.image/mask0/table.f0
new file mode 100644
index 000000000..944ae2f7c
Binary files /dev/null and b/spectral_cube/tests/data/basic.image/mask0/table.f0 differ
diff --git a/spectral_cube/tests/data/basic.image/mask0/table.f0_TSM0 b/spectral_cube/tests/data/basic.image/mask0/table.f0_TSM0
new file mode 100644
index 000000000..0c53fce8e
--- /dev/null
+++ b/spectral_cube/tests/data/basic.image/mask0/table.f0_TSM0
@@ -0,0 +1 @@
+ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿ
\ No newline at end of file
diff --git a/spectral_cube/tests/data/basic.image/mask0/table.info b/spectral_cube/tests/data/basic.image/mask0/table.info
new file mode 100644
index 000000000..a0c62c858
--- /dev/null
+++ b/spectral_cube/tests/data/basic.image/mask0/table.info
@@ -0,0 +1,3 @@
+Type = Paged Array
+SubType = 
+
diff --git a/spectral_cube/tests/data/basic.image/mask0/table.lock b/spectral_cube/tests/data/basic.image/mask0/table.lock
new file mode 100644
index 000000000..8d83ce8a7
Binary files /dev/null and b/spectral_cube/tests/data/basic.image/mask0/table.lock differ
diff --git a/spectral_cube/tests/data/basic.image/table.dat b/spectral_cube/tests/data/basic.image/table.dat
new file mode 100644
index 000000000..14d151f32
Binary files /dev/null and b/spectral_cube/tests/data/basic.image/table.dat differ
diff --git a/spectral_cube/tests/data/basic.image/table.f0 b/spectral_cube/tests/data/basic.image/table.f0
new file mode 100644
index 000000000..fb7f0dbd9
Binary files /dev/null and b/spectral_cube/tests/data/basic.image/table.f0 differ
diff --git a/spectral_cube/tests/data/basic.image/table.f0_TSM0 b/spectral_cube/tests/data/basic.image/table.f0_TSM0
new file mode 100644
index 000000000..2b61b064c
Binary files /dev/null and b/spectral_cube/tests/data/basic.image/table.f0_TSM0 differ
diff --git a/spectral_cube/tests/data/basic.image/table.info b/spectral_cube/tests/data/basic.image/table.info
new file mode 100644
index 000000000..cbab78e3a
--- /dev/null
+++ b/spectral_cube/tests/data/basic.image/table.info
@@ -0,0 +1,3 @@
+Type = Image
+SubType = 
+
diff --git a/spectral_cube/tests/data/basic.image/table.lock b/spectral_cube/tests/data/basic.image/table.lock
new file mode 100644
index 000000000..8d83ce8a7
Binary files /dev/null and b/spectral_cube/tests/data/basic.image/table.lock differ
diff --git a/spectral_cube/tests/test_casafuncs.py b/spectral_cube/tests/test_casafuncs.py
index b0987052d..afe684d3e 100644
--- a/spectral_cube/tests/test_casafuncs.py
+++ b/spectral_cube/tests/test_casafuncs.py
@@ -6,6 +6,7 @@
 import pytest
 import numpy as np
 from numpy.testing import assert_allclose
+from astropy.tests.helper import assert_quantity_allclose
 
 from astropy import units as u
 
@@ -24,6 +25,8 @@
     except ImportError:
         CASA_INSTALLED = False
 
+DATA = os.path.join(os.path.dirname(__file__), 'data')
+
 
 def make_casa_testimage(infile, outname):
 
@@ -69,6 +72,29 @@ def filename(request):
     return request.getfixturevalue(request.param)
 
 
+def test_casa_read_basic():
+
+    # Check that SpectralCube.read works for an example CASA dataset stored
+    # in the tests directory. This test should NOT require CASA, whereas a
+    # number of tests below require CASA to generate test datasets. The present
+    # test is to ensure CASA is not required for reading.
+
+    cube = SpectralCube.read(os.path.join(DATA, 'basic.image'))
+    assert cube.shape == (3, 4, 5)
+    assert_allclose(cube.wcs.pixel_to_world_values(1, 2, 3),
+                    [2.406271e+01, 2.993521e+01, 1.421911e+09])
+
+    # Carry out an operation to make sure the underlying data array works
+
+    cube.moment0()
+
+    # Slice the dataset
+
+    assert_quantity_allclose(cube.unmasked_data[0, 0, :],
+                             [1, 1, 1, 1, 1] * u.Jy / u.beam)
+    assert_quantity_allclose(cube.unmasked_data[0, 1, 2], 1 * u.Jy / u.beam)
+
+
 @pytest.mark.skipif(not CASA_INSTALLED, reason='CASA tests must be run in a CASA environment.')
 @pytest.mark.parametrize('filename', ('data_adv', 'data_advs', 'data_sdav',
                                       'data_vad', 'data_vsad'),
diff --git a/spectral_cube/tests/test_spectral_cube.py b/spectral_cube/tests/test_spectral_cube.py
index 3c56bc44b..dde4acaa0 100644
--- a/spectral_cube/tests/test_spectral_cube.py
+++ b/spectral_cube/tests/test_spectral_cube.py
@@ -44,6 +44,7 @@
     except ImportError:
         casaOK = False
 
+WINDOWS = sys.platform == 'win32'
 
 # needed to test for warnings later
 warnings.simplefilter('always', UserWarning)
@@ -2072,6 +2073,7 @@ def update_function():
     print("Update Function Call")
 
 
+@pytest.mark.skipif('WINDOWS')
 def test_smooth_update_function_parallel(capsys, data_adv):
 
     pytest.importorskip('joblib')
diff --git a/tox.ini b/tox.ini
index 7479f58d7..5dcf582b3 100644
--- a/tox.ini
+++ b/tox.ini
@@ -33,7 +33,7 @@ extras =
     all: all
 commands =
     pip freeze
-    pytest --open-files --pyargs spectral_cube {toxinidir}/docs --cov spectral_cube --cov-config={toxinidir}/.coveragerc {posargs}
+    pytest -v --open-files --pyargs spectral_cube.io {toxinidir}/docs --cov spectral_cube --cov-config={toxinidir}/.coveragerc {posargs}
 
 [testenv:build_docs]
 changedir =