diff --git a/README.rst b/README.rst
index 42819e62b6..9e8235894e 100644
--- a/README.rst
+++ b/README.rst
@@ -4,7 +4,7 @@ The Python ARM Radar Toolkit (Py-ART)
 
 |GithubCI| |CodeCovStatus|
 
-|AnacondaCloud| |CondaDownloads|
+|AnacondaCloud| |PyPiDownloads| |CondaDownloads|
 
 |DocsUsers| |DocsGuides|
 
@@ -19,6 +19,9 @@ The Python ARM Radar Toolkit (Py-ART)
 .. |AnacondaCloud| image:: https://anaconda.org/conda-forge/arm_pyart/badges/version.svg
     :target: https://anaconda.org/conda-forge/arm_pyart
 
+.. |PyPiDownloads| image:: https://img.shields.io/pypi/dm/arm_pyart.svg
+    :target: https://pypi.org/project/arm-pyart/
+
 .. |CondaDownloads| image:: https://anaconda.org/conda-forge/arm_pyart/badges/downloads.svg
     :target: https://anaconda.org/conda-forge/arm_pyart/files
 
diff --git a/pyart/util/radar_utils.py b/pyart/util/radar_utils.py
index 86b22e1ffa..fcb51b3349 100644
--- a/pyart/util/radar_utils.py
+++ b/pyart/util/radar_utils.py
@@ -104,6 +104,7 @@ def to_vpt(radar, single_scan=True):
     return
 
 
+
 def join_radar(radar1, radar2):
     """
     Combine two radar instances into one.
@@ -135,6 +136,38 @@ def join_radar(radar1, radar2):
     new_radar.nsweeps += radar2.nsweeps
     new_radar.sweep_mode['data'] = np.append(
         radar1.sweep_mode['data'], radar2.sweep_mode['data'])
+    if ((radar1.rays_are_indexed is not None) and
+            (radar2.rays_are_indexed is not None)):
+        new_radar.rays_are_indexed['data'] = np.append(
+            radar1.rays_are_indexed['data'],
+            radar2.rays_are_indexed['data'])
+    else:
+        new_radar.rays_are_indexed = None
+
+    if new_radar.instrument_parameters is not None:
+        if 'nyquist_velocity' in new_radar.instrument_parameters:
+            new_radar.instrument_parameters['nyquist_velocity']['data'] = (
+                np.append(
+                    radar1.instrument_parameters['nyquist_velocity']['data'],
+                    radar2.instrument_parameters['nyquist_velocity']['data']))
+        if 'pulse_width' in new_radar.instrument_parameters:
+            new_radar.instrument_parameters['pulse_width']['data'] = (
+                np.append(
+                    radar1.instrument_parameters['pulse_width']['data'],
+                    radar2.instrument_parameters['pulse_width']['data']))
+        if 'number_of_pulses' in new_radar.instrument_parameters:
+            new_radar.instrument_parameters['number_of_pulses']['data'] = (
+                np.append(
+                    radar1.instrument_parameters['number_of_pulses']['data'],
+                    radar2.instrument_parameters['number_of_pulses']['data']))
+
+    if ((radar1.ray_angle_res is not None) and
+            (radar2.ray_angle_res is not None)):
+        new_radar.ray_angle_res['data'] = np.append(
+            radar1.ray_angle_res['data'],
+            radar2.ray_angle_res['data'])
+    else:
+        new_radar.ray_angle_res = None
 
     if len(radar1.range['data']) >= len(radar2.range['data']):
         new_radar.range['data'] = radar1.range['data']
@@ -151,16 +184,26 @@ def join_radar(radar1, radar2):
     new_radar.time['units'] = datetime_utils.EPOCH_UNITS
     new_radar.nrays = len(new_radar.time['data'])
 
+    fields_to_remove = []
     for var in new_radar.fields.keys():
-        sh1 = radar1.fields[var]['data'].shape
-        sh2 = radar2.fields[var]['data'].shape
-        new_field_shape = (sh1[0] + sh2[0], max(sh1[1], sh2[1]))
-        new_field = np.ma.zeros(new_field_shape)
-        new_field[:] = np.ma.masked
-        new_field.set_fill_value(get_fillvalue())
-        new_field[0:sh1[0], 0:sh1[1]] = radar1.fields[var]['data']
-        new_field[sh1[0]:, 0:sh2[1]] = radar2.fields[var]['data']
-        new_radar.fields[var]['data'] = new_field
+        # if the field is present in both radars combine both fields
+        # otherwise remove it from new radar
+        if var in radar1.fields and var in radar2.fields:
+            sh1 = radar1.fields[var]['data'].shape
+            sh2 = radar2.fields[var]['data'].shape
+            new_field_shape = (sh1[0] + sh2[0], max(sh1[1], sh2[1]))
+            new_field = np.ma.masked_all(new_field_shape)
+            new_field.set_fill_value(get_fillvalue())
+            new_field[0:sh1[0], 0:sh1[1]] = radar1.fields[var]['data']
+            new_field[sh1[0]:, 0:sh2[1]] = radar2.fields[var]['data']
+            new_radar.fields[var]['data'] = new_field
+        else:
+            print("Field "+var+" not present in both radars")
+            fields_to_remove.append(var)
+
+    if fields_to_remove:
+        for field_name in fields_to_remove:
+            new_radar.fields.pop(field_name, None)
 
     # radar locations
     # TODO moving platforms - any more?
@@ -196,8 +239,10 @@ def join_radar(radar1, radar2):
                                                 radar2.longitude['data'])
         new_radar.altitude['data'] = np.append(radar1.altitude['data'],
                                                radar2.altitude['data'])
+
     return new_radar
 
+
 def image_mute_radar(
         radar, field, mute_field, mute_threshold, field_threshold=None):
     """
diff --git a/pyart/util/tests/test_radar_utils.py b/pyart/util/tests/test_radar_utils.py
index 5a38537cf0..e3bf52bc2f 100644
--- a/pyart/util/tests/test_radar_utils.py
+++ b/pyart/util/tests/test_radar_utils.py
@@ -10,6 +10,24 @@ def test_is_vpt():
     pyart.util.to_vpt(radar)
     assert pyart.util.is_vpt(radar)
 
+def test_join_radar():
+    radar1 = pyart.testing.make_empty_ppi_radar(10, 36, 3)
+    radar1.instrument_parameters = {
+        'nyquist_velocity': {'data': np.array([6] * 3)}
+    }
+    field = {'data': np.ones((36 * 3, 10))}
+    radar1.add_field('f1', field)
+    radar1.add_field('f2', field)
+    radar2 = pyart.testing.make_empty_ppi_radar(10, 36, 4)
+    radar2.instrument_parameters = {
+        'nyquist_velocity': {'data': np.array([8] * 4)}
+    }
+    field = {'data': np.ones((36 * 4, 10))}
+    radar2.add_field('f1', field)
+
+    radar3 = pyart.util.join_radar(radar1, radar2)
+    assert 'f1' in radar3.fields
+    assert len(radar3.instrument_parameters['nyquist_velocity']['data']) == 7
 
 def test_to_vpt():
     # single scan