diff --git a/.all-contributorsrc b/.all-contributorsrc
index 6b24eac03..1a9442fd4 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -448,6 +448,16 @@
       "contributions": [
         "tutorial"
       ]
+    },
+    {
+      "login": "lheagy",
+      "name": "Lindsey Heagy",
+      "avatar_url": "https://avatars.githubusercontent.com/u/6361812?v=4",
+      "profile": "http://lindseyjh.ca/",
+      "contributions": [
+        "mentoring",
+        "review"
+      ]
     }
   ],
   "contributorsPerLine": 7,
diff --git a/CONTRIBUTORS.rst b/CONTRIBUTORS.rst
index 1fd8bab42..ef706573a 100644
--- a/CONTRIBUTORS.rst
+++ b/CONTRIBUTORS.rst
@@ -27,37 +27,38 @@ Thanks goes to these wonderful people (`emoji key <https://allcontributors.org/d
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/JessicaS11"><img src="https://avatars.githubusercontent.com/u/11756442?v=4?s=100" width="100px;" alt="Jessica"/><br /><sub><b>Jessica</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/issues?q=author%3AJessicaS11" title="Bug reports">🐛</a> <a href="https://github.com/icesat2py/icepyx/commits?author=JessicaS11" title="Code">💻</a> <a href="#content-JessicaS11" title="Content">🖋</a> <a href="https://github.com/icesat2py/icepyx/commits?author=JessicaS11" title="Documentation">📖</a> <a href="#design-JessicaS11" title="Design">🎨</a> <a href="#example-JessicaS11" title="Examples">💡</a> <a href="#ideas-JessicaS11" title="Ideas, Planning, & Feedback">🤔</a> <a href="#maintenance-JessicaS11" title="Maintenance">🚧</a> <a href="#mentoring-JessicaS11" title="Mentoring">🧑‍🏫</a> <a href="#projectManagement-JessicaS11" title="Project Management">📆</a> <a href="#question-JessicaS11" title="Answering Questions">💬</a> <a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3AJessicaS11" title="Reviewed Pull Requests">👀</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/jomey"><img src="https://avatars.githubusercontent.com/u/178649?v=4?s=100" width="100px;" alt="Joachim Meyer"/><br /><sub><b>Joachim Meyer</b></sub></a><br /><a href="#mentoring-jomey" title="Mentoring">🧑‍🏫</a> <a href="#maintenance-jomey" title="Maintenance">🚧</a></td>
           <td align="center" valign="top" width="14.28%"><a href="http://bisson.work"><img src="https://avatars.githubusercontent.com/u/48059682?v=4?s=100" width="100px;" alt="Kelsey Bisson"/><br /><sub><b>Kelsey Bisson</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/issues?q=author%3Akelseybisson" title="Bug reports">🐛</a> <a href="https://github.com/icesat2py/icepyx/commits?author=kelseybisson" title="Code">💻</a> <a href="https://github.com/icesat2py/icepyx/commits?author=kelseybisson" title="Documentation">📖</a> <a href="#ideas-kelseybisson" title="Ideas, Planning, & Feedback">🤔</a> <a href="#example-kelseybisson" title="Examples">💡</a> <a href="#ideas-kelseybisson" title="Ideas, Planning, & Feedback">🤔</a> <a href="#mentoring-kelseybisson" title="Mentoring">🧑‍🏫</a> <a href="#question-kelseybisson" title="Answering Questions">💬</a> <a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3Akelseybisson" title="Reviewed Pull Requests">👀</a> <a href="#tutorial-kelseybisson" title="Tutorials">✅</a></td>
+          <td align="center" valign="top" width="14.28%"><a href="http://lindseyjh.ca/"><img src="https://avatars.githubusercontent.com/u/6361812?v=4?s=100" width="100px;" alt="Lindsey Heagy"/><br /><sub><b>Lindsey Heagy</b></sub></a><br /><a href="#mentoring-lheagy" title="Mentoring">🧑‍🏫</a> <a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3Alheagy" title="Reviewed Pull Requests">👀</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/mollymwieringa"><img src="https://avatars.githubusercontent.com/u/40209354?v=4?s=100" width="100px;" alt="Molly Wieringa"/><br /><sub><b>Molly Wieringa</b></sub></a><br /><a href="#ideas-mollymwieringa" title="Ideas, Planning, & Feedback">🤔</a></td>
-          <td align="center" valign="top" width="14.28%"><a href="https://github.com/nabib"><img src="https://avatars.githubusercontent.com/u/16991294?v=4?s=100" width="100px;" alt="Nicole Abib"/><br /><sub><b>Nicole Abib</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/commits?author=nabib" title="Code">💻</a> <a href="#ideas-nabib" title="Ideas, Planning, & Feedback">🤔</a></td>
         </tr>
         <tr>
+          <td align="center" valign="top" width="14.28%"><a href="https://github.com/nabib"><img src="https://avatars.githubusercontent.com/u/16991294?v=4?s=100" width="100px;" alt="Nicole Abib"/><br /><sub><b>Nicole Abib</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/commits?author=nabib" title="Code">💻</a> <a href="#ideas-nabib" title="Ideas, Planning, & Feedback">🤔</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://rwegener2.github.io/"><img src="https://avatars.githubusercontent.com/u/35503632?v=4?s=100" width="100px;" alt="Rachel Wegener"/><br /><sub><b>Rachel Wegener</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/issues?q=author%3Arwegener2" title="Bug reports">🐛</a> <a href="https://github.com/icesat2py/icepyx/commits?author=rwegener2" title="Code">💻</a> <a href="https://github.com/icesat2py/icepyx/commits?author=rwegener2" title="Documentation">📖</a> <a href="#ideas-rwegener2" title="Ideas, Planning, & Feedback">🤔</a> <a href="#maintenance-rwegener2" title="Maintenance">🚧</a> <a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3Arwegener2" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/icesat2py/icepyx/commits?author=rwegener2" title="Tests">⚠️</a> <a href="#tutorial-rwegener2" title="Tutorials">✅</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/norlandrhagen"><img src="https://avatars.githubusercontent.com/u/22455466?v=4?s=100" width="100px;" alt="Raphael Hagen"/><br /><sub><b>Raphael Hagen</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/commits?author=norlandrhagen" title="Documentation">📖</a> <a href="#design-norlandrhagen" title="Design">🎨</a> <a href="https://github.com/icesat2py/icepyx/commits?author=norlandrhagen" title="Code">💻</a> <a href="#infra-norlandrhagen" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3Anorlandrhagen" title="Reviewed Pull Requests">👀</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/RomiP"><img src="https://avatars.githubusercontent.com/u/17185856?v=4?s=100" width="100px;" alt="Romina Piunno"/><br /><sub><b>Romina Piunno</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/commits?author=RomiP" title="Code">💻</a> <a href="#ideas-RomiP" title="Ideas, Planning, & Feedback">🤔</a> <a href="#mentoring-RomiP" title="Mentoring">🧑‍🏫</a> <a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3ARomiP" title="Reviewed Pull Requests">👀</a> <a href="#tutorial-RomiP" title="Tutorials">✅</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://www.linkedin.com/in/sarah-hall-902a9b150/"><img src="https://avatars.githubusercontent.com/u/51332703?v=4?s=100" width="100px;" alt="Sarah Hall"/><br /><sub><b>Sarah Hall</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/issues?q=author%3Asjh1024" title="Bug reports">🐛</a> <a href="https://github.com/icesat2py/icepyx/commits?author=sjh1024" title="Code">💻</a> <a href="https://github.com/icesat2py/icepyx/commits?author=sjh1024" title="Documentation">📖</a> <a href="#maintenance-sjh1024" title="Maintenance">🚧</a> <a href="https://github.com/icesat2py/icepyx/commits?author=sjh1024" title="Tests">⚠️</a></td>
           <td align="center" valign="top" width="14.28%"><a href="http://scottyhq.github.io"><img src="https://avatars.githubusercontent.com/u/3924836?v=4?s=100" width="100px;" alt="Scott Henderson"/><br /><sub><b>Scott Henderson</b></sub></a><br /><a href="#maintenance-scottyhq" title="Maintenance">🚧</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/salvis2"><img src="https://avatars.githubusercontent.com/u/27738742?v=4?s=100" width="100px;" alt="Sebastian Alvis"/><br /><sub><b>Sebastian Alvis</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/commits?author=salvis2" title="Documentation">📖</a> <a href="#infra-salvis2" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td>
-          <td align="center" valign="top" width="14.28%"><a href="https://github.com/ShashankBice"><img src="https://avatars.githubusercontent.com/u/29011666?v=4?s=100" width="100px;" alt="Shashank Bhushan"/><br /><sub><b>Shashank Bhushan</b></sub></a><br /><a href="#example-ShashankBice" title="Examples">💡</a></td>
         </tr>
         <tr>
+          <td align="center" valign="top" width="14.28%"><a href="https://github.com/ShashankBice"><img src="https://avatars.githubusercontent.com/u/29011666?v=4?s=100" width="100px;" alt="Shashank Bhushan"/><br /><sub><b>Shashank Bhushan</b></sub></a><br /><a href="#example-ShashankBice" title="Examples">💡</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://icetianli.github.io/"><img src="https://avatars.githubusercontent.com/u/45267156?v=4?s=100" width="100px;" alt="Tian Li"/><br /><sub><b>Tian Li</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/issues?q=author%3Aicetianli" title="Bug reports">🐛</a> <a href="https://github.com/icesat2py/icepyx/commits?author=icetianli" title="Code">💻</a> <a href="https://github.com/icesat2py/icepyx/commits?author=icetianli" title="Documentation">📖</a> <a href="#example-icetianli" title="Examples">💡</a> <a href="#ideas-icetianli" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3Aicetianli" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/icesat2py/icepyx/commits?author=icetianli" title="Tests">⚠️</a> <a href="#tool-icetianli" title="Tools">🔧</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/loudTom"><img src="https://avatars.githubusercontent.com/u/33604148?v=4?s=100" width="100px;" alt="Tom Johnson"/><br /><sub><b>Tom Johnson</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/commits?author=loudTom" title="Documentation">📖</a> <a href="#infra-loudTom" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://tsutterley.github.io/"><img src="https://avatars.githubusercontent.com/u/5384907?v=4?s=100" width="100px;" alt="Tyler Sutterley"/><br /><sub><b>Tyler Sutterley</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/commits?author=tsutterley" title="Documentation">📖</a> <a href="https://github.com/icesat2py/icepyx/commits?author=tsutterley" title="Code">💻</a> <a href="#ideas-tsutterley" title="Ideas, Planning, & Feedback">🤔</a> <a href="#question-tsutterley" title="Answering Questions">💬</a> <a href="#security-tsutterley" title="Security">🛡️</a> <a href="https://github.com/icesat2py/icepyx/commits?author=tsutterley" title="Tests">⚠️</a></td>
           <td align="center" valign="top" width="14.28%"><a href="http://weiji14.github.io"><img src="https://avatars.githubusercontent.com/u/23487320?v=4?s=100" width="100px;" alt="Wei Ji"/><br /><sub><b>Wei Ji</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/issues?q=author%3Aweiji14" title="Bug reports">🐛</a> <a href="https://github.com/icesat2py/icepyx/commits?author=weiji14" title="Code">💻</a> <a href="https://github.com/icesat2py/icepyx/commits?author=weiji14" title="Documentation">📖</a> <a href="#example-weiji14" title="Examples">💡</a> <a href="#ideas-weiji14" title="Ideas, Planning, & Feedback">🤔</a> <a href="#infra-weiji14" title="Infrastructure (Hosting, Build-Tools, etc)">🚇</a> <a href="#maintenance-weiji14" title="Maintenance">🚧</a> <a href="#mentoring-weiji14" title="Mentoring">🧑‍🏫</a> <a href="#question-weiji14" title="Answering Questions">💬</a> <a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3Aweiji14" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/icesat2py/icepyx/commits?author=weiji14" title="Tests">⚠️</a> <a href="#talk-weiji14" title="Talks">📢</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://whyjz.github.io/"><img src="https://avatars.githubusercontent.com/u/19339926?v=4?s=100" width="100px;" alt="Whyjay Zheng"/><br /><sub><b>Whyjay Zheng</b></sub></a><br /><a href="#tutorial-whyjz" title="Tutorials">✅</a></td>
           <td align="center" valign="top" width="14.28%"><a href="http://wsauthoff.github.io"><img src="https://avatars.githubusercontent.com/u/63430469?v=4?s=100" width="100px;" alt="Wilson Sauthoff"/><br /><sub><b>Wilson Sauthoff</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3Awsauthoff" title="Reviewed Pull Requests">👀</a></td>
-          <td align="center" valign="top" width="14.28%"><a href="https://github.com/zachghiaccio"><img src="https://avatars.githubusercontent.com/u/48361714?v=4?s=100" width="100px;" alt="Zach Fair"/><br /><sub><b>Zach Fair</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/issues?q=author%3Azachghiaccio" title="Bug reports">🐛</a> <a href="https://github.com/icesat2py/icepyx/commits?author=zachghiaccio" title="Code">💻</a> <a href="https://github.com/icesat2py/icepyx/commits?author=zachghiaccio" title="Documentation">📖</a> <a href="#ideas-zachghiaccio" title="Ideas, Planning, & Feedback">🤔</a> <a href="#question-zachghiaccio" title="Answering Questions">💬</a> <a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3Azachghiaccio" title="Reviewed Pull Requests">👀</a> <a href="#tutorial-zachghiaccio" title="Tutorials">✅</a></td>
         </tr>
         <tr>
+          <td align="center" valign="top" width="14.28%"><a href="https://github.com/zachghiaccio"><img src="https://avatars.githubusercontent.com/u/48361714?v=4?s=100" width="100px;" alt="Zach Fair"/><br /><sub><b>Zach Fair</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/issues?q=author%3Azachghiaccio" title="Bug reports">🐛</a> <a href="https://github.com/icesat2py/icepyx/commits?author=zachghiaccio" title="Code">💻</a> <a href="https://github.com/icesat2py/icepyx/commits?author=zachghiaccio" title="Documentation">📖</a> <a href="#ideas-zachghiaccio" title="Ideas, Planning, & Feedback">🤔</a> <a href="#question-zachghiaccio" title="Answering Questions">💬</a> <a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3Azachghiaccio" title="Reviewed Pull Requests">👀</a> <a href="#tutorial-zachghiaccio" title="Tutorials">✅</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/alexdibella"><img src="https://avatars.githubusercontent.com/u/66279468?v=4?s=100" width="100px;" alt="alexdibella"/><br /><sub><b>alexdibella</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/issues?q=author%3Aalexdibella" title="Bug reports">🐛</a> <a href="#ideas-alexdibella" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/icesat2py/icepyx/commits?author=alexdibella" title="Code">💻</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://byrd.osu.edu/"><img src="https://avatars.githubusercontent.com/u/6469101?v=4?s=100" width="100px;" alt="bidhya"/><br /><sub><b>bidhya</b></sub></a><br /><a href="#example-bidhya" title="Examples">💡</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://learn2phoenix.github.io"><img src="https://avatars.githubusercontent.com/u/74139166?v=4?s=100" width="100px;" alt="learn2phoenix"/><br /><sub><b>learn2phoenix</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/commits?author=learn2phoenix" title="Code">💻</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/liuzheng-arctic"><img src="https://avatars.githubusercontent.com/u/51420076?v=4?s=100" width="100px;" alt="liuzheng-arctic"/><br /><sub><b>liuzheng-arctic</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/commits?author=liuzheng-arctic" title="Documentation">📖</a> <a href="https://github.com/icesat2py/icepyx/issues?q=author%3Aliuzheng-arctic" title="Bug reports">🐛</a> <a href="https://github.com/icesat2py/icepyx/commits?author=liuzheng-arctic" title="Code">💻</a> <a href="#ideas-liuzheng-arctic" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3Aliuzheng-arctic" title="Reviewed Pull Requests">👀</a> <a href="#tool-liuzheng-arctic" title="Tools">🔧</a> <a href="#example-liuzheng-arctic" title="Examples">💡</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/nitin-ravinder"><img src="https://avatars.githubusercontent.com/u/86551841?v=4?s=100" width="100px;" alt="nitin-ravinder"/><br /><sub><b>nitin-ravinder</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/issues?q=author%3Anitin-ravinder" title="Bug reports">🐛</a> <a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3Anitin-ravinder" title="Reviewed Pull Requests">👀</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/ravindraK08"><img src="https://avatars.githubusercontent.com/u/124502384?v=4?s=100" width="100px;" alt="ravindraK08"/><br /><sub><b>ravindraK08</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3AravindraK08" title="Reviewed Pull Requests">👀</a></td>
-          <td align="center" valign="top" width="14.28%"><a href="https://github.com/SmithB"><img src="https://avatars.githubusercontent.com/u/2279144?v=4?s=100" width="100px;" alt="smithb"/><br /><sub><b>smithb</b></sub></a><br /><a href="#ideas-smithb" title="Ideas, Planning, & Feedback">🤔</a></td>
         </tr>
         <tr>
+          <td align="center" valign="top" width="14.28%"><a href="https://github.com/SmithB"><img src="https://avatars.githubusercontent.com/u/2279144?v=4?s=100" width="100px;" alt="smithb"/><br /><sub><b>smithb</b></sub></a><br /><a href="#ideas-smithb" title="Ideas, Planning, & Feedback">🤔</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/tedmaksym"><img src="https://avatars.githubusercontent.com/u/13255911?v=4?s=100" width="100px;" alt="tedmaksym"/><br /><sub><b>tedmaksym</b></sub></a><br /><a href="#ideas-tedmaksym" title="Ideas, Planning, & Feedback">🤔</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/trevorskaggs"><img src="https://avatars.githubusercontent.com/u/1276123?v=4?s=100" width="100px;" alt="trevorskaggs"/><br /><sub><b>trevorskaggs</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/issues?q=author%3Atrevorskaggs" title="Bug reports">🐛</a> <a href="https://github.com/icesat2py/icepyx/commits?author=trevorskaggs" title="Code">💻</a></td>
           <td align="center" valign="top" width="14.28%"><a href="https://github.com/trey-stafford"><img src="https://avatars.githubusercontent.com/u/19692879?v=4?s=100" width="100px;" alt="trey-stafford"/><br /><sub><b>trey-stafford</b></sub></a><br /><a href="https://github.com/icesat2py/icepyx/commits?author=trey-stafford" title="Code">💻</a> <a href="#ideas-trey-stafford" title="Ideas, Planning, & Feedback">🤔</a> <a href="#maintenance-trey-stafford" title="Maintenance">🚧</a> <a href="https://github.com/icesat2py/icepyx/pulls?q=is%3Apr+reviewed-by%3Atrey-stafford" title="Reviewed Pull Requests">👀</a> <a href="#question-trey-stafford" title="Answering Questions">💬</a></td>
diff --git a/doc/source/tracking/pypistats/downloads.svg b/doc/source/tracking/pypistats/downloads.svg
index 9263dcd5d..cda5938b4 100644
--- a/doc/source/tracking/pypistats/downloads.svg
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diff --git a/doc/source/tracking/pypistats/downloads_data.csv b/doc/source/tracking/pypistats/downloads_data.csv
index 17f1e78d8..f7e2a4f6a 100644
--- a/doc/source/tracking/pypistats/downloads_data.csv
+++ b/doc/source/tracking/pypistats/downloads_data.csv
@@ -1118,6 +1118,128 @@ with_mirrors,2023-07-28,6
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diff --git a/doc/source/tracking/pypistats/sys_downloads_data.csv b/doc/source/tracking/pypistats/sys_downloads_data.csv
index c5867dc23..98cdf03fe 100644
--- a/doc/source/tracking/pypistats/sys_downloads_data.csv
+++ b/doc/source/tracking/pypistats/sys_downloads_data.csv
@@ -155,6 +155,33 @@ Darwin,2023-07-07,1
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@@ -846,6 +873,114 @@ Linux,2023-07-28,5
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 Windows,2020-06-21,1
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@@ -1411,6 +1546,94 @@ Windows,2023-07-24,1
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diff --git a/doc/source/tracking/traffic/clones.csv b/doc/source/tracking/traffic/clones.csv
index 24e6bea49..5aab8477b 100644
--- a/doc/source/tracking/traffic/clones.csv
+++ b/doc/source/tracking/traffic/clones.csv
@@ -786,3 +786,93 @@ _date,total_clones,unique_clones
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index 427b06351..f1fb9aab4 100644
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diff --git a/doc/source/tracking/traffic/traffic_data_mgmt.py b/doc/source/tracking/traffic/traffic_data_mgmt.py
index 457646a05..0d0a6af9c 100644
--- a/doc/source/tracking/traffic/traffic_data_mgmt.py
+++ b/doc/source/tracking/traffic/traffic_data_mgmt.py
@@ -1,7 +1,6 @@
 import matplotlib.pyplot as plt
 import os
 import pandas as pd
-import subprocess
 
 cwd = os.getcwd()
 
@@ -52,5 +51,6 @@ def update_csv(string):
 
 fig.savefig(trafficpath + "plots.svg")
 
-# removing the files should not be necessary here since they're not included in the git commit
+# removing the files should not be necessary here
+# since they're not included in the git commit
 # subprocess.run(["rm -rf " + defaultpath[:-1]], shell=True)
diff --git a/doc/source/tracking/traffic/views.csv b/doc/source/tracking/traffic/views.csv
index 82cb0bb06..724aa73f6 100644
--- a/doc/source/tracking/traffic/views.csv
+++ b/doc/source/tracking/traffic/views.csv
@@ -1030,3 +1030,107 @@ _date,total_views,unique_views
 2023-08-25,26,6
 2023-08-26,7,4
 2023-08-27,5,3
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-<text text-anchor="start" x="2083" y="-98.3" font-family="Times,serif" font-size="14.00">generate_OA_parameters(): list</text>
-<text text-anchor="start" x="2083" y="-83.3" font-family="Times,serif" font-size="14.00">grid_bbox(binsize): list</text>
-<text text-anchor="start" x="2083" y="-68.3" font-family="Times,serif" font-size="14.00">make_request(base_url, payload)</text>
-<text text-anchor="start" x="2083" y="-53.3" font-family="Times,serif" font-size="14.00">parallel_request_OA(): da.array</text>
-<text text-anchor="start" x="2083" y="-38.3" font-family="Times,serif" font-size="14.00">query_icesat2_filelist(): tuple</text>
-<text text-anchor="start" x="2083" y="-23.3" font-family="Times,serif" font-size="14.00">request_OA_data(paras): da.array</text>
-<text text-anchor="start" x="2083" y="-8.3" font-family="Times,serif" font-size="14.00">viz_elevation(): (hv.DynamicMap, hv.Layout)</text>
+<polygon fill="none" stroke="black" points="2017,-0.5 2017,-219.5 2346,-219.5 2346,-0.5 2017,-0.5"/>
+<text text-anchor="start" x="2149.5" y="-204.3" font-family="Times,serif" font-size="14.00">Visualize</text>
+<polyline fill="none" stroke="black" points="2017,-196.5 2346,-196.5 "/>
+<text text-anchor="start" x="2096" y="-181.3" font-family="Times,serif" font-size="14.00">bbox : list</text>
+<text text-anchor="start" x="2096" y="-166.3" font-family="Times,serif" font-size="14.00">cycles : NoneType</text>
+<text text-anchor="start" x="2096" y="-151.3" font-family="Times,serif" font-size="14.00">date_range : NoneType</text>
+<text text-anchor="start" x="2096" y="-136.3" font-family="Times,serif" font-size="14.00">product : NoneType, str</text>
+<text text-anchor="start" x="2096" y="-121.3" font-family="Times,serif" font-size="14.00">tracks : NoneType</text>
+<polyline fill="none" stroke="black" points="2017,-113.5 2346,-113.5 "/>
+<text text-anchor="start" x="2025" y="-98.3" font-family="Times,serif" font-size="14.00">generate_OA_parameters(): list</text>
+<text text-anchor="start" x="2025" y="-83.3" font-family="Times,serif" font-size="14.00">grid_bbox(binsize): list</text>
+<text text-anchor="start" x="2025" y="-68.3" font-family="Times,serif" font-size="14.00">make_request(base_url, payload)</text>
+<text text-anchor="start" x="2025" y="-53.3" font-family="Times,serif" font-size="14.00">parallel_request_OA(): da.array</text>
+<text text-anchor="start" x="2025" y="-38.3" font-family="Times,serif" font-size="14.00">query_icesat2_filelist(): tuple</text>
+<text text-anchor="start" x="2025" y="-23.3" font-family="Times,serif" font-size="14.00">request_OA_data(paras): da.array</text>
+<text text-anchor="start" x="2025" y="-8.3" font-family="Times,serif" font-size="14.00">viz_elevation(): (hv.DynamicMap, hv.Layout)</text>
 </g>
 </g>
 </svg>
diff --git a/icepyx/core/APIformatting.py b/icepyx/core/APIformatting.py
index 55d49f84c..b5d31bdfa 100644
--- a/icepyx/core/APIformatting.py
+++ b/icepyx/core/APIformatting.py
@@ -205,7 +205,6 @@ class Parameters:
     """
 
     def __init__(self, partype, values=None, reqtype=None):
-
         assert partype in [
             "CMR",
             "required",
diff --git a/icepyx/core/auth.py b/icepyx/core/auth.py
index 7c36126f9..cf771f420 100644
--- a/icepyx/core/auth.py
+++ b/icepyx/core/auth.py
@@ -4,14 +4,16 @@
 
 import earthaccess
 
+
 class AuthenticationError(Exception):
-    '''
+    """
     Raised when an error is encountered while authenticating Earthdata credentials
-    '''
+    """
+
     pass
 
 
-class EarthdataAuthMixin():
+class EarthdataAuthMixin:
     """
     This mixin class generates the needed authentication sessions and tokens, including for NASA Earthdata cloud access.
     Authentication is completed using the [earthaccess library](https://nsidc.github.io/earthaccess/).
@@ -21,26 +23,27 @@ class EarthdataAuthMixin():
         3. Storing credentials in a .netrc file (not recommended for security reasons)
     More details on using these methods is available in the [earthaccess documentation](https://nsidc.github.io/earthaccess/tutorials/restricted-datasets/#auth).
 
-    This class can be inherited by any other class that requires authentication. For 
-    example, the `Query` class inherits this one, and so a Query object has the 
+    This class can be inherited by any other class that requires authentication. For
+    example, the `Query` class inherits this one, and so a Query object has the
     `.session` property. The method `earthdata_login()` is included for backwards compatibility.
-    
+
     The class can be created without any initialization parameters, and the properties will
-    be populated when they are called. It can alternately be initialized with an 
-    earthaccess.auth.Auth object, which will then be used to create a session or 
+    be populated when they are called. It can alternately be initialized with an
+    earthaccess.auth.Auth object, which will then be used to create a session or
     s3login_credentials as they are called.
-    
+
     Parameters
     ----------
     auth : earthaccess.auth.Auth, default None
         Optional parameter to initialize an object with existing credentials.
-    
+
     Examples
     --------
     >>> a = EarthdataAuthMixin()
     >>> a.session # doctest: +SKIP
     >>> a.s3login_credentials # doctest: +SKIP
     """
+
     def __init__(self, auth=None):
         self._auth = copy.deepcopy(auth)
         # initializatin of session and s3 creds is not allowed because those are generated
@@ -58,25 +61,27 @@ def __str__(self):
 
     @property
     def auth(self):
-        '''
-        Authentication object returned from earthaccess.login() which stores user authentication. 
-        '''
+        """
+        Authentication object returned from earthaccess.login() which stores user authentication.
+        """
         # Only login the first time .auth is accessed
         if self._auth is None:
             auth = earthaccess.login()
             # check for a valid auth response
             if auth.authenticated is False:
-                raise AuthenticationError('Earthdata authentication failed. Check output for error message')
+                raise AuthenticationError(
+                    "Earthdata authentication failed. Check output for error message"
+                )
             else:
                 self._auth = auth
-                
+
         return self._auth
 
     @property
     def session(self):
-        '''
+        """
         Earthaccess session object for connecting to Earthdata resources.
-        '''
+        """
         # Only generate a session the first time .session is accessed
         if self._session is None:
             self._session = self.auth.get_session()
@@ -84,24 +89,26 @@ def session(self):
 
     @property
     def s3login_credentials(self):
-        '''
+        """
         A dictionary which stores login credentials for AWS s3 access. This property is accessed
         if using AWS cloud data.
-        
+
         Because s3 tokens are only good for one hour, this function will automatically check if an
         hour has elapsed since the last token use and generate a new token if necessary.
-        '''
-        
+        """
+
         def set_s3_creds():
-            ''' Store s3login creds from `auth`and reset the last updated timestamp'''
+            """Store s3login creds from `auth`and reset the last updated timestamp"""
             self._s3login_credentials = self.auth.get_s3_credentials(daac="NSIDC")
             self._s3_initial_ts = datetime.datetime.now()
-            
+
         # Only generate s3login_credentials the first time credentials are accessed, or if an hour
-        # has passed since the last login    
+        # has passed since the last login
         if self._s3login_credentials is None:
             set_s3_creds()
-        elif (datetime.datetime.now() - self._s3_initial_ts) >= datetime.timedelta(hours=1):
+        elif (datetime.datetime.now() - self._s3_initial_ts) >= datetime.timedelta(
+            hours=1
+        ):
             set_s3_creds()
         return self._s3login_credentials
 
@@ -109,7 +116,7 @@ def earthdata_login(self, uid=None, email=None, s3token=None, **kwargs) -> None:
         """
         Authenticate with NASA Earthdata to enable data ordering and download.
         Credential storage details are described in the EathdataAuthMixin class section.
-        
+
         **Note:** This method is maintained for backward compatibility. It is no longer required to explicitly run `.earthdata_login()`. Authentication will be performed by the module as needed when `.session` or `.s3login_credentials` are accessed.
 
         Parameters
@@ -134,12 +141,14 @@ def earthdata_login(self, uid=None, email=None, s3token=None, **kwargs) -> None:
 
         """
         warnings.warn(
-                "It is no longer required to explicitly run the `.earthdata_login()` method. Authentication will be performed by the module as needed.",
-                DeprecationWarning, stacklevel=2
-            )
-        
+            "It is no longer required to explicitly run the `.earthdata_login()` method. Authentication will be performed by the module as needed.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+
         if uid != None or email != None or s3token != None:
             warnings.warn(
                 "The user id (uid) and/or email keyword arguments are no longer required.",
-                DeprecationWarning, stacklevel=2
+                DeprecationWarning,
+                stacklevel=2,
             )
diff --git a/icepyx/core/exceptions.py b/icepyx/core/exceptions.py
index a36a1b645..d20bbfe61 100644
--- a/icepyx/core/exceptions.py
+++ b/icepyx/core/exceptions.py
@@ -2,6 +2,7 @@ class DeprecationError(Exception):
     """
     Class raised for use of functionality that is no longer supported by icepyx.
     """
+
     pass
 
 
@@ -27,5 +28,3 @@ def __init__(
 
     def __str__(self):
         return f"{self.msgtxt}: {self.errmsg}"
-
-    
diff --git a/icepyx/core/icesat2data.py b/icepyx/core/icesat2data.py
index cebce4160..aa35fd433 100644
--- a/icepyx/core/icesat2data.py
+++ b/icepyx/core/icesat2data.py
@@ -2,8 +2,9 @@
 
 
 class Icesat2Data:
-    def __init__(self,):
-
+    def __init__(
+        self,
+    ):
         warnings.filterwarnings("always")
         warnings.warn(
             "DEPRECATED. Please use icepyx.Query to create a download data object (all other functionality is the same)",
diff --git a/icepyx/core/query.py b/icepyx/core/query.py
index 4ffe4c241..32357eb8a 100644
--- a/icepyx/core/query.py
+++ b/icepyx/core/query.py
@@ -1,19 +1,12 @@
-import datetime as dt
 import geopandas as gpd
-import json
 import matplotlib.pyplot as plt
-import numpy as np
-import os
-from pathlib import Path
+from pathlib import Path  # used in docstring tests
 import pprint
-import time
 import warnings
 
 import icepyx.core.APIformatting as apifmt
 from icepyx.core.auth import EarthdataAuthMixin
 import icepyx.core.granules as granules
-
-# QUESTION: why doesn't from granules import Granules work, since granules=icepyx.core.granules?
 from icepyx.core.granules import Granules
 import icepyx.core.is2ref as is2ref
 import icepyx.core.spatial as spat
@@ -34,14 +27,17 @@ class GenQuery:
     Parameters
     ----------
     spatial_extent : list of coordinates or string (i.e. file name)
-        Spatial extent of interest, provided as a bounding box, list of polygon coordinates, or
+        Spatial extent of interest, provided as a bounding box,
+        list of polygon coordinates, or
         geospatial polygon file.
         NOTE: Longitude values are assumed to be in the range -180 to +180,
-        with 0 being the Prime Meridian (Greenwich). See xdateline for regions crossing the date line.
+        with 0 being the Prime Meridian (Greenwich).
+        See xdateline for regions crossing the date line.
         You can submit at most one bounding box or list of polygon coordinates.
         Per NSIDC requirements, geospatial polygon files may only contain one feature (polygon).
         Bounding box coordinates should be provided in decimal degrees as
-        [lower-left-longitude, lower-left-latitute, upper-right-longitude, upper-right-latitude].
+        [lower-left-longitude, lower-left-latitute,
+        upper-right-longitude, upper-right-latitude].
         Polygon coordinates should be provided as coordinate pairs in decimal degrees as
         [(longitude1, latitude1), (longitude2, latitude2), ... (longitude_n,latitude_n), (longitude1,latitude1)]
         or
@@ -73,7 +69,8 @@ class GenQuery:
         where HH = hours, mm = minutes, ss = seconds.
         If None is given (and a datetime.datetime object is not supplied for `date_range`),
         a default of 23:59:59 is applied.
-        If a datetime.datetime object was created without times, the datetime package defaults will apply over those of icepyx
+        If a datetime.datetime object was created without times,
+        the datetime package defaults will apply over those of icepyx
     xdateline : boolean, default None
         Keyword argument to enforce spatial inputs that cross the International Date Line.
         Internally, this will translate your longitudes to 0 to 360 to construct the
@@ -211,7 +208,8 @@ def spatial_extent(self):
         Return an array showing the spatial extent of the query object.
         Spatial extent is returned as an input type (which depends on how
         you initially entered your spatial data) followed by the geometry data.
-        Bounding box data is [lower-left-longitude, lower-left-latitute, upper-right-longitude, upper-right-latitude].
+        Bounding box data is [lower-left-longitude, lower-left-latitute,
+                            ... upper-right-longitude, upper-right-latitude].
         Polygon data is [longitude1, latitude1, longitude2, latitude2,
                         ... longitude_n,latitude_n, longitude1,latitude1].
 
@@ -250,7 +248,8 @@ def spatial_extent(self):
     def dates(self):
         """
         Return an array showing the date range of the query object.
-        Dates are returned as an array containing the start and end datetime objects, inclusive, in that order.
+        Dates are returned as an array containing the start and end datetime
+        objects, inclusive, in that order.
 
         Examples
         --------
@@ -320,7 +319,6 @@ def end_time(self):
 
 
 # DevGoal: update docs throughout to allow for polygon spatial extent
-# Note: add files to docstring once implemented
 # DevNote: currently this class is not tested
 class Query(GenQuery, EarthdataAuthMixin):
     """
@@ -340,20 +338,19 @@ class Query(GenQuery, EarthdataAuthMixin):
         ICESat-2 data product ID, also known as "short name" (e.g. ATL03).
         Available data products can be found at: https://nsidc.org/data/icesat-2/data-sets
     version : string, default most recent version
-        Product version, given as a 3 digit string. If no version is given, the current
-        version is used. Example: "004"
+        Product version, given as a 3 digit string.
+        If no version is given, the current version is used. Example: "006"
     cycles : string or a list of strings, default all available orbital cycles
-        Product cycle, given as a 2 digit string. If no cycle is given, all available
-        cycles are used. Example: "04"
+        Product cycle, given as a 2 digit string.
+        If no cycle is given, all available cycles are used. Example: "04"
     tracks : string or a list of strings, default all available reference ground tracks (RGTs)
-        Product track, given as a 4 digit string. If no track is given, all available
-        reference ground tracks are used. Example: "0594"
-    files : string, default None
-        A placeholder for future development. Not used for any purposes yet.
+        Product track, given as a 4 digit string.
+        If no track is given, all available reference ground tracks are used.
+        Example: "0594"
     auth : earthaccess.auth.Auth, default None
-        An earthaccess authentication object. Available as an argument so an existing 
-        earthaccess.auth.Auth object can be used for authentication. If not given, a new auth 
-        object will be created whenever authentication is needed. 
+        An earthaccess authentication object. Available as an argument so an existing
+        earthaccess.auth.Auth object can be used for authentication. If not given, a new auth
+        object will be created whenever authentication is needed.
 
     Returns
     -------
@@ -407,32 +404,18 @@ def __init__(
         version=None,
         cycles=None,
         tracks=None,
-        files=None,  # NOTE: if you end up implemeting this feature here, use a better variable name than "files"
         auth=None,
         **kwargs,
     ):
-
         # Check necessary combination of input has been specified
-        if (
-            (product is None or spatial_extent is None)
-            or (
-                (date_range is None and cycles is None and tracks is None)
-                and int(product[-2:]) <= 13
-            )
-            and files is None
+        if (product is None or spatial_extent is None) or (
+            (date_range is None and cycles is None and tracks is None)
+            and int(product[-2:]) <= 13
         ):
             raise ValueError(
                 "Please provide the required inputs. Use help([function]) to view the function's documentation"
             )
 
-        if files is not None:
-            self._source = "files"
-            # self.file_vars = Variables(self._source)
-        else:
-            self._source = "order"
-            # self.order_vars = Variables(self._source)
-        # self.variables = Variables(self._source)
-
         self._prod = is2ref._validate_product(product)
 
         super().__init__(spatial_extent, date_range, start_time, end_time, **kwargs)
@@ -595,7 +578,8 @@ def CMRparams(self):
     @property
     def reqparams(self):
         """
-        Display the required key:value pairs that will be submitted. It generates the dictionary if it does not already exist.
+        Display the required key:value pairs that will be submitted.
+        It generates the dictionary if it does not already exist.
 
         Examples
         --------
@@ -619,7 +603,8 @@ def reqparams(self):
     # DevQuestion: if I make this a property, I get a "dict" object is not callable when I try to give input kwargs... what approach should I be taking?
     def subsetparams(self, **kwargs):
         """
-        Display the subsetting key:value pairs that will be submitted. It generates the dictionary if it does not already exist
+        Display the subsetting key:value pairs that will be submitted.
+        It generates the dictionary if it does not already exist
         and returns an empty dictionary if subsetting is set to False during ordering.
 
         Parameters
@@ -627,7 +612,8 @@ def subsetparams(self, **kwargs):
         **kwargs : key-value pairs
             Additional parameters to be passed to the subsetter.
             By default temporal and spatial subset keys are passed.
-            Acceptable key values are ['format','projection','projection_parameters','Coverage'].
+            Acceptable key values are
+            ['format','projection','projection_parameters','Coverage'].
             At this time (2020-05), only variable ('Coverage') parameters will be automatically formatted.
 
         See Also
@@ -649,7 +635,7 @@ def subsetparams(self, **kwargs):
             kwargs["start"] = self._temporal._start
             kwargs["end"] = self._temporal._end
 
-        if self._subsetparams == None and not kwargs:
+        if self._subsetparams is None and not kwargs:
             return {}
         else:
             # If the user has supplied a subset list of variables, append the
@@ -673,7 +659,7 @@ def subsetparams(self, **kwargs):
                     if var not in kwargs["Coverage"].keys():
                         kwargs["Coverage"][var.split("/")[-1]] = [var]
 
-            if self._subsetparams == None:
+            if self._subsetparams is None:
                 self._subsetparams = apifmt.Parameters("subset")
             if self._spatial._geom_file is not None:
                 self._subsetparams.build_params(
@@ -711,63 +697,37 @@ def order_vars(self):
         """
 
         if not hasattr(self, "_order_vars"):
-            if self._source == "order":
-                # DevGoal: check for active session here
-                if hasattr(self, "_cust_options"):
-                    self._order_vars = Variables(
-                        product=self.product,
-                        version=self._version,
-                        avail=self._cust_options["variables"],
-                        auth=self.auth,
-                    )
-                else:
-                    self._order_vars = Variables(
-                        product=self.product,
-                        version=self._version,
-                        auth=self.auth,
-                    )
-
-        # I think this is where property setters come in, and one should be used here? Right now order_vars.avail is only filled in
-        # if _cust_options exists when the class is initialized, but not if _cust_options is filled in prior to another call to order_vars
-        # if self._order_vars.avail == None and hasattr(self, '_cust_options'):
-        #     print('got into the loop')
-        #     self._order_vars.avail = self._cust_options['variables']
-
-        return self._order_vars
-
-    @property
-    def file_vars(self):
-        """
-        Return the file variables object.
-        This instance is generated when files are used to create the data object (not yet implemented).
-
-        See Also
-        --------
-        variables.Variables
-
-        Examples
-        --------
-        >>> reg_a = ipx.Query('ATL06',[-55, 68, -48, 71],['2019-02-20','2019-02-28']) # doctest: +SKIP
-
-        >>> reg_a.file_vars # doctest: +SKIP
-        <icepyx.core.variables.Variables at [location]>
-        """
-
-        if not hasattr(self, "_file_vars"):
-            if self._source == "file":
-                self._file_vars = Variables(
+            # DevGoal: check for active session here
+            if hasattr(self, "_cust_options"):
+                self._order_vars = Variables(
+                    product=self.product,
+                    version=self._version,
+                    avail=self._cust_options["variables"],
                     auth=self.auth,
+                )
+            else:
+                self._order_vars = Variables(
                     product=self.product,
                     version=self._version,
+                    auth=self.auth,
                 )
 
-        return self._file_vars
+        # I think this is where property setters come in, and one should be used here?
+        # Right now order_vars.avail is only filled in
+        # if _cust_options exists when the class is initialized,
+        # but not if _cust_options is filled in prior to another call to order_vars
+        # if self._order_vars.avail == None and hasattr(self, '_cust_options'):
+        #     print('got into the loop')
+        #     self._order_vars.avail = self._cust_options['variables']
+
+        return self._order_vars
 
     @property
     def granules(self):
         """
         Return the granules object, which provides the underlying funtionality for searching, ordering,
-        and downloading granules for the specified product. Users are encouraged to use the built in wrappers
+        and downloading granules for the specified product.
+        Users are encouraged to use the built-in wrappers
         rather than trying to access the granules object themselves.
 
         See Also
@@ -786,7 +746,7 @@ def granules(self):
 
         if not hasattr(self, "_granules"):
             self._granules = Granules()
-        elif self._granules == None:
+        elif self._granules is None:
             self._granules = Granules()
 
         return self._granules
@@ -1042,9 +1002,9 @@ def order_granules(self, verbose=False, subset=True, email=False, **kwargs):
         if self._reqparams._reqtype == "search":
             self._reqparams._reqtype = "download"
 
-        if "email" in self._reqparams.fmted_keys.keys() or email == False:
+        if "email" in self._reqparams.fmted_keys.keys() or email is False:
             self._reqparams.build_params(**self._reqparams.fmted_keys)
-        elif email == True:
+        elif email is True:
             user_profile = self.auth.get_user_profile()
             self._reqparams.build_params(
                 **self._reqparams.fmted_keys, email=user_profile["email_address"]
@@ -1053,9 +1013,9 @@ def order_granules(self, verbose=False, subset=True, email=False, **kwargs):
         if subset is False:
             self._subsetparams = None
         elif (
-            subset == True
+            subset is True
             and hasattr(self, "_subsetparams")
-            and self._subsetparams == None
+            and self._subsetparams is None
         ):
             del self._subsetparams
 
@@ -1147,7 +1107,7 @@ def download_granules(
         if not hasattr(self, "_granules"):
             self.granules
 
-        if restart == True:
+        if restart is True:
             pass
         else:
             if (
diff --git a/icepyx/core/spatial.py b/icepyx/core/spatial.py
index 7702acdf2..c34e928ed 100644
--- a/icepyx/core/spatial.py
+++ b/icepyx/core/spatial.py
@@ -80,7 +80,6 @@ def geodataframe(extent_type, spatial_extent, file=False, xdateline=None):
     # DevGoal: the crs setting and management needs to be improved
 
     elif extent_type == "polygon" and file == False:
-
         # if spatial_extent is already a Polygon
         if isinstance(spatial_extent, Polygon):
             spatial_extent_geom = spatial_extent
@@ -248,7 +247,6 @@ def validate_polygon_pairs(spatial_extent):
     if (spatial_extent[0][0] != spatial_extent[-1][0]) or (
         spatial_extent[0][1] != spatial_extent[-1][1]
     ):
-
         # Throw a warning
         warnings.warn(
             "WARNING: Polygon's first and last point's coordinates differ,"
@@ -436,7 +434,6 @@ def __init__(self, spatial_extent, **kwarg):
 
         # Check if spatial_extent is a list of coordinates (bounding box or polygon)
         if isinstance(spatial_extent, (list, np.ndarray)):
-
             # bounding box
             if len(spatial_extent) == 4 and all(
                 isinstance(i, scalar_types) for i in spatial_extent
diff --git a/icepyx/core/temporal.py b/icepyx/core/temporal.py
index c7e2dda1c..67f59882a 100644
--- a/icepyx/core/temporal.py
+++ b/icepyx/core/temporal.py
@@ -51,7 +51,6 @@ def convert_string_to_date(date):
 
 
 def check_valid_date_range(start, end):
-
     """
     Helper function for checking if a date range is valid.
 
@@ -89,7 +88,6 @@ def check_valid_date_range(start, end):
 
 
 def validate_times(start_time, end_time):
-
     """
     Validates the start and end times passed into __init__ and returns them as datetime.time objects.
 
@@ -145,7 +143,6 @@ def validate_times(start_time, end_time):
 
 
 def validate_date_range_datestr(date_range, start_time=None, end_time=None):
-
     """
     Validates a date range provided in the form of a list of strings.
 
@@ -190,7 +187,6 @@ def validate_date_range_datestr(date_range, start_time=None, end_time=None):
 
 
 def validate_date_range_datetime(date_range, start_time=None, end_time=None):
-
     """
     Validates a date range provided in the form of a list of datetimes.
 
@@ -230,7 +226,6 @@ def validate_date_range_datetime(date_range, start_time=None, end_time=None):
 
 
 def validate_date_range_date(date_range, start_time=None, end_time=None):
-
     """
     Validates a date range provided in the form of a list of datetime.date objects.
 
@@ -268,7 +263,6 @@ def validate_date_range_date(date_range, start_time=None, end_time=None):
 
 
 def validate_date_range_dict(date_range, start_time=None, end_time=None):
-
     """
     Validates a date range provided in the form of a dict with the following keys:
 
@@ -330,7 +324,6 @@ def validate_date_range_dict(date_range, start_time=None, end_time=None):
 
     # if is string date
     elif isinstance(_start_date, str):
-
         _start_date = convert_string_to_date(_start_date)
         _start_date = dt.datetime.combine(_start_date, start_time)
 
@@ -411,7 +404,6 @@ def __init__(self, date_range, start_time=None, end_time=None):
         """
 
         if len(date_range) == 2:
-
             # date range is provided as dict of strings, dates, or datetimes
             if isinstance(date_range, dict):
                 self._start, self._end = validate_date_range_dict(
diff --git a/icepyx/core/validate_inputs.py b/icepyx/core/validate_inputs.py
index d74768eea..a69f045fb 100644
--- a/icepyx/core/validate_inputs.py
+++ b/icepyx/core/validate_inputs.py
@@ -105,15 +105,17 @@ def tracks(track):
 
         return track_list
 
+
 def check_s3bucket(path):
     """
     Check if the given path is an s3 path. Raise a warning if the data being referenced is not
     in the NSIDC bucket
     """
-    split_path = path.split('/')
-    if split_path[0] == 's3:' and split_path[2] != 'nsidc-cumulus-prod-protected':
+    split_path = path.split("/")
+    if split_path[0] == "s3:" and split_path[2] != "nsidc-cumulus-prod-protected":
         warnings.warn(
-            's3 data being read from outside the NSIDC data bucket. Icepyx can '
-            'read this data, but available data lists may not be accurate.', stacklevel=2
+            "s3 data being read from outside the NSIDC data bucket. Icepyx can "
+            "read this data, but available data lists may not be accurate.",
+            stacklevel=2,
         )
     return path
diff --git a/icepyx/core/variables.py b/icepyx/core/variables.py
index 4916df44a..b611b861d 100644
--- a/icepyx/core/variables.py
+++ b/icepyx/core/variables.py
@@ -29,7 +29,7 @@ class Variables(EarthdataAuthMixin):
     contained in ICESat-2 products.
 
     Parameters
-    ---------- 
+    ----------
     vartype : string
         This argument is deprecated. The vartype will be inferred from data_source.
         One of ['order', 'file'] to indicate the source of the input variables.
@@ -49,9 +49,9 @@ class Variables(EarthdataAuthMixin):
     wanted : dictionary, default None
         As avail, but for the desired list of variables
     auth : earthaccess.auth.Auth, default None
-        An earthaccess authentication object. Available as an argument so an existing 
-        earthaccess.auth.Auth object can be used for authentication. If not given, a new auth 
-        object will be created whenever authentication is needed. 
+        An earthaccess authentication object. Available as an argument so an existing
+        earthaccess.auth.Auth object can be used for authentication. If not given, a new auth
+        object will be created whenever authentication is needed.
     """
 
     def __init__(
@@ -65,29 +65,29 @@ def __init__(
         auth=None,
     ):
         # Deprecation error
-        if vartype in ['order', 'file']:
+        if vartype in ["order", "file"]:
             raise DeprecationError(
-                'It is no longer required to specify the variable type `vartype`. Instead please ',
-                'provide either the path to a local file (arg: `path`) or the product you would ',
-                'like variables for (arg: `product`).'
+                "It is no longer required to specify the variable type `vartype`. Instead please ",
+                "provide either the path to a local file (arg: `path`) or the product you would ",
+                "like variables for (arg: `product`).",
             )
-        
+
         if path and product:
             raise TypeError(
-                'Please provide either a path or a product. If a path is provided ',
-                'variables will be read from the file. If a product is provided all available ',
-                'variables for that product will be returned.'
+                "Please provide either a path or a product. If a path is provided ",
+                "variables will be read from the file. If a product is provided all available ",
+                "variables for that product will be returned.",
             )
 
         # initialize authentication properties
         EarthdataAuthMixin.__init__(self, auth=auth)
-        
+
         # Set the product and version from either the input args or the file
         if path:
             self._path = val.check_s3bucket(path)
 
             # Set up auth
-            if self._path.startswith('s3'):
+            if self._path.startswith("s3"):
                 auth = self.auth
             else:
                 auth = None
@@ -99,15 +99,19 @@ def __init__(
             self._product = is2ref._validate_product(product)
             # Check for valid version string
             # If version is not specified by the user assume the most recent version
-            self._version = val.prod_version(is2ref.latest_version(self._product), version)
+            self._version = val.prod_version(
+                is2ref.latest_version(self._product), version
+            )
         else:
-            raise TypeError('Either a path or a product need to be given as input arguments.')
-        
+            raise TypeError(
+                "Either a path or a product need to be given as input arguments."
+            )
+
         self._avail = avail
         self.wanted = wanted
 
         # DevGoal: put some more/robust checks here to assess validity of inputs
-    
+
     @property
     def path(self):
         if self._path:
@@ -115,15 +119,14 @@ def path(self):
         else:
             path = None
         return path
-        
+
     @property
     def product(self):
         return self._product
-        
+
     @property
     def version(self):
         return self._version
-        
 
     def avail(self, options=False, internal=False):
         """
@@ -144,7 +147,7 @@ def avail(self, options=False, internal=False):
         """
 
         if not hasattr(self, "_avail") or self._avail == None:
-            if not hasattr(self, 'path') or self.path.startswith('s3'):
+            if not hasattr(self, "path") or self.path.startswith("s3"):
                 self._avail = is2ref._get_custom_options(
                     self.session, self.product, self.version
                 )["variables"]
@@ -629,7 +632,6 @@ def remove(self, all=False, var_list=None, beam_list=None, keyword_list=None):
                             for bkw in beam_list:
                                 if bkw in vpath_kws:
                                     for kw in keyword_list:
-
                                         if kw in vpath_kws:
                                             self.wanted[vkey].remove(vpath)
                         except TypeError:
diff --git a/icepyx/core/visualization.py b/icepyx/core/visualization.py
index 32c81e3e7..001ae178e 100644
--- a/icepyx/core/visualization.py
+++ b/icepyx/core/visualization.py
@@ -142,7 +142,6 @@ def __init__(
         cycles=None,
         tracks=None,
     ):
-
         if query_obj:
             pass
         else:
@@ -241,7 +240,6 @@ def query_icesat2_filelist(self) -> tuple:
         is2_file_list = []
 
         for bbox_i in bbox_list:
-
             try:
                 region = ipx.Query(
                     self.product,
@@ -364,7 +362,6 @@ def request_OA_data(self, paras) -> da.array:
 
         # get data we need (with the correct date)
         try:
-
             df_series = df.query(expr="date == @Date").iloc[0]
             beam_data = df_series.beams
 
@@ -483,7 +480,6 @@ def viz_elevation(self) -> (hv.DynamicMap, hv.Layout):
             return (None,) * 2
 
         else:
-
             cols = (
                 ["lat", "lon", "elevation", "canopy", "rgt", "cycle"]
                 if self.product == "ATL08"
diff --git a/icepyx/tests/conftest.py b/icepyx/tests/conftest.py
index fca31847a..9ce8e4081 100644
--- a/icepyx/tests/conftest.py
+++ b/icepyx/tests/conftest.py
@@ -2,6 +2,7 @@
 import pytest
 from unittest import mock
 
+
 # PURPOSE: mock environmental variables
 @pytest.fixture(scope="session", autouse=True)
 def mock_settings_env_vars():
diff --git a/icepyx/tests/test_APIformatting.py b/icepyx/tests/test_APIformatting.py
index 83e88a131..d934a97dd 100644
--- a/icepyx/tests/test_APIformatting.py
+++ b/icepyx/tests/test_APIformatting.py
@@ -1,15 +1,16 @@
 import pytest
-import warnings
 import datetime as dt
-from shapely.geometry import Polygon
 
 import icepyx.core.APIformatting as apifmt
 
 
-# DevNote: is this a situation where you'd ideally build a test class, since you're just repeating the
-# test function with different inputs? Especially for the _fmt_spaital, where there's >2 tests?
+# DevNote: is this a situation where you'd ideally build a test class,
+# since you're just repeating the test function with different inputs?
+# Especially for the _fmt_spaital, where there's >2 tests?
+
+# CMR temporal and spatial formats --> what's the best way to compare formatted text?
+# character by character comparison of strings?
 
-# CMR temporal and spatial formats --> what's the best way to compare formatted text? character by character comparison of strings?
 
 ########## _fmt_temporal ##########
 def test_time_fmt():
@@ -45,7 +46,18 @@ def test_var_subset_list_fmt():
             "start_delta_time": ["ancillary_data/start_delta_time"],
         }
     )
-    exp = "/ancillary_data/atlas_sdp_gps_epoch,/ancillary_data/data_end_utc,/ancillary_data/data_start_utc,/ancillary_data/end_delta_time,/ancillary_data/granule_end_utc,/ancillary_data/granule_start_utc,/profile_2/high_rate/latitude,/profile_2/low_rate/latitude,/orbit_info/sc_orient,/ancillary_data/start_delta_time"
+    exp = (
+        "/ancillary_data/atlas_sdp_gps_epoch,"
+        "/ancillary_data/data_end_utc,"
+        "/ancillary_data/data_start_utc,"
+        "/ancillary_data/end_delta_time,"
+        "/ancillary_data/granule_end_utc,"
+        "/ancillary_data/granule_start_utc,"
+        "/profile_2/high_rate/latitude,"
+        "/profile_2/low_rate/latitude,"
+        "/orbit_info/sc_orient,"
+        "/ancillary_data/start_delta_time"
+    )
     assert obs == exp
 
 
@@ -138,7 +150,7 @@ def test_CMRparams_no_other_inputs():
 
     CMRparams.build_params(
         product="ATL06",
-        version="005",
+        version="006",
         start=dt.datetime(2019, 2, 20, 0, 0),
         end=dt.datetime(2019, 2, 24, 23, 59, 59),
         extent_type="bounding_box",
@@ -147,7 +159,7 @@ def test_CMRparams_no_other_inputs():
     obs_fmted_params = CMRparams.fmted_keys
     exp_fmted_params = {
         "short_name": "ATL06",
-        "version": "005",
+        "version": "006",
         "temporal": "2019-02-20T00:00:00Z,2019-02-24T23:59:59Z",
         "bounding_box": "-55.0,68.0,-48.0,71.0",
     }
diff --git a/icepyx/tests/test_Earthdata.py b/icepyx/tests/test_Earthdata.py
index 8ad883e6a..60b92f621 100644
--- a/icepyx/tests/test_Earthdata.py
+++ b/icepyx/tests/test_Earthdata.py
@@ -8,6 +8,7 @@
 import shutil
 import warnings
 
+
 # PURPOSE: test different authentication methods
 @pytest.fixture(scope="module", autouse=True)
 def setup_earthdata():
@@ -65,7 +66,6 @@ def earthdata_login(uid=None, pwd=None, email=None, s3token=False) -> bool:
         url = "urs.earthdata.nasa.gov"
         mock_uid, _, mock_pwd = netrc.netrc(netrc).authenticators(url)
     except:
-
         mock_uid = os.environ.get("EARTHDATA_USERNAME")
         mock_pwd = os.environ.get("EARTHDATA_PASSWORD")
 
diff --git a/icepyx/tests/test_auth.py b/icepyx/tests/test_auth.py
index 6ac77c864..8507b1e40 100644
--- a/icepyx/tests/test_auth.py
+++ b/icepyx/tests/test_auth.py
@@ -8,30 +8,35 @@
 
 @pytest.fixture()
 def auth_instance():
-    '''
+    """
     An EarthdatAuthMixin object for each of the tests. Default scope is function
     level, so a new instance should be created for each of the tests.
-    '''
+    """
     return EarthdataAuthMixin()
 
+
 # Test that .session creates a session
 def test_get_session(auth_instance):
     assert isinstance(auth_instance.session, requests.sessions.Session)
 
+
 # Test that .s3login_credentials creates a dict with the correct keys
 def test_get_s3login_credentials(auth_instance):
     assert isinstance(auth_instance.s3login_credentials, dict)
-    expected_keys = set(['accessKeyId', 'secretAccessKey', 'sessionToken', 
-                         'expiration'])
+    expected_keys = set(
+        ["accessKeyId", "secretAccessKey", "sessionToken", "expiration"]
+    )
     assert set(auth_instance.s3login_credentials.keys()) == expected_keys
 
+
 # Test that earthdata_login generates an auth object
 def test_login_function(auth_instance):
     auth_instance.earthdata_login()
     assert isinstance(auth_instance.auth, earthaccess.auth.Auth)
     assert auth_instance.auth.authenticated
 
+
 # Test that earthdata_login raises a warning if email is provided
 def test_depreciation_warning(auth_instance):
     with pytest.warns(DeprecationWarning):
-        auth_instance.earthdata_login(email='me@gmail.com')
+        auth_instance.earthdata_login(email="me@gmail.com")
diff --git a/icepyx/tests/test_behind_NSIDC_API_login.py b/icepyx/tests/test_behind_NSIDC_API_login.py
index 3e7b645d7..7df4d0553 100644
--- a/icepyx/tests/test_behind_NSIDC_API_login.py
+++ b/icepyx/tests/test_behind_NSIDC_API_login.py
@@ -1,18 +1,21 @@
-import icepyx as ipx
-import os
+import json
 import pytest
-import warnings
+
+import icepyx as ipx
+import icepyx.core.is2ref as is2ref
 
 
 # Misc notes and needed tests
-# test avail data and subsetting success for each input type (kml, shp, list of coords, bbox)
-# check that downloaded data is subset? or is this an NSIDC level test so long as we verify the right info is submitted?
+# test avail data and subsetting success for each input type
+# (kml, shp, list of coords, bbox)
+# check that downloaded data is subset?
+# or is this an NSIDC level test so long as we verify the right info is submitted?
 
 
 @pytest.fixture(scope="module")
 def reg():
     live_reg = ipx.Query(
-        "ATL06", [-55, 68, -48, 71], ["2019-02-22", "2019-02-28"], version="005"
+        "ATL06", [-55, 68, -48, 71], ["2019-02-22", "2019-02-28"], version="006"
     )
     yield live_reg
     del live_reg
@@ -26,8 +29,6 @@ def session(reg):
 
 
 ########## is2ref module ##########
-import icepyx.core.is2ref as is2ref
-import json
 
 
 def test_get_custom_options_output(session):
diff --git a/icepyx/tests/test_granules.py b/icepyx/tests/test_granules.py
index f8d07be19..e8be99f39 100644
--- a/icepyx/tests/test_granules.py
+++ b/icepyx/tests/test_granules.py
@@ -1,8 +1,6 @@
 import pytest
 import re
-import requests
 import responses
-import warnings
 
 import icepyx as ipx
 from icepyx.core import granules as granules
@@ -22,7 +20,8 @@
 # check that agent key is added in event of no subsetting
 
 
-# add test for granules info for ATL11 and ATL13 (and all datasets? or at least ones that don't have the same filename structure)
+# add test for granules info for ATL11 and ATL13
+# (and all datasets? or at least ones that don't have the same filename structure)
 # this example failed in version 0.6.4,  leading to a fix in 0.6.5
 # short_name = 'ATL11'
 # spatial_extent = [-38.65,72.5,-38.40,72.7]
@@ -31,7 +30,8 @@
 # region_a.avail_granules(ids=True)
 
 
-# DevNote: clearly there's a better way that doesn't make the function so long... what is it?
+# DevNote: clearly there's a better way that doesn't make the function so long...
+# what is it?
 def test_granules_info():
     # reg_a = ipx.Query('ATL06', [-55, 68, -48, 71], ['2019-02-20','2019-02-24'], version='3')
     # granules = reg_a.granules.avail
@@ -609,15 +609,15 @@ def test_correct_granule_list_returned():
         "ATL06",
         [-55, 68, -48, 71],
         ["2019-02-20", "2019-02-28"],
-        version="5",
+        version="6",
     )
 
     (obs_grans,) = reg_a.avail_granules(ids=True)
     exp_grans = [
-        "ATL06_20190221121851_08410203_005_01.h5",
-        "ATL06_20190222010344_08490205_005_01.h5",
-        "ATL06_20190225121032_09020203_005_01.h5",
-        "ATL06_20190226005526_09100205_005_01.h5",
+        "ATL06_20190221121851_08410203_006_02.h5",
+        "ATL06_20190222010344_08490205_006_02.h5",
+        "ATL06_20190225121032_09020203_006_02.h5",
+        "ATL06_20190226005526_09100205_006_02.h5",
     ]
     assert set(obs_grans) == set(exp_grans)
 
diff --git a/icepyx/tests/test_query.py b/icepyx/tests/test_query.py
index 7738c424a..34f9e1d24 100644
--- a/icepyx/tests/test_query.py
+++ b/icepyx/tests/test_query.py
@@ -1,6 +1,4 @@
 import icepyx as ipx
-import pytest
-import warnings
 
 # ------------------------------------
 # 		Generic Query tests
@@ -9,6 +7,7 @@
 # seem to be adequately covered in docstrings;
 # may want to focus on testing specific queries
 
+
 # ------------------------------------
 # 		icepyx-specific tests
 # ------------------------------------
@@ -19,7 +18,7 @@ def test_icepyx_boundingbox_query():
         ["2019-02-22", "2019-02-28"],
         start_time="03:30:00",
         end_time="21:30:00",
-        version="5",
+        version="6",
     )
     obs_tuple = (
         reg_a.product,
@@ -34,7 +33,7 @@ def test_icepyx_boundingbox_query():
         ["2019-02-22", "2019-02-28"],
         "03:30:00",
         "21:30:00",
-        "005",
+        "006",
         ("bounding_box", [-64.0, 66.0, -55.0, 72.0]),
     )
 
diff --git a/icepyx/tests/test_read.py b/icepyx/tests/test_read.py
index 018435968..67b29b598 100644
--- a/icepyx/tests/test_read.py
+++ b/icepyx/tests/test_read.py
@@ -15,13 +15,13 @@ def test_check_datasource_type():
     [
         ("./", "is2_local"),
         (
-            "s3://nsidc-cumulus-prod-protected/ATLAS/ATL03/004/2019/11/30/ATL03_20191130221008_09930503_004_01.h5",
+            """s3://nsidc-cumulus-prod-protected/ATLAS/
+            ATL03/006/2019/11/30/ATL03_20191130221008_09930503_006_01.h5""",
             "is2_s3",
         ),
     ],
 )
 def test_check_datasource(filepath, expect):
-
     source_type = read._check_datasource(filepath)
     assert source_type == expect
 
@@ -90,7 +90,6 @@ def test_validate_source_str_not_a_dir_or_file():
     ],
 )
 def test_check_run_fast_scandir(dir, fn_glob, expect):
-
     (subfolders, files) = read._run_fast_scandir(dir, fn_glob)
     assert (sorted(subfolders), sorted(files)) == expect
 
@@ -117,7 +116,8 @@ def test_get_track_type_str(
     )
 
 
-# Best way to test this may be by including a small sample file with the repo (which can be used for testing some of the catalog/read-in functions as well)
+# Best way to test this may be by including a small sample file with the repo
+# (which can be used for testing some of the catalog/read-in functions as well)
 # def test_invalid_filename_pattern_in_file():
 #     ermesg = "Your input filename does not match the specified pattern."
 # default_pattern = Read("/path/to/valid/source/file")._filename_pattern
diff --git a/icepyx/tests/test_spatial.py b/icepyx/tests/test_spatial.py
index 2666d857d..4d6369d9e 100644
--- a/icepyx/tests/test_spatial.py
+++ b/icepyx/tests/test_spatial.py
@@ -351,7 +351,6 @@ def test_poly_list_auto_close():
 
 
 def test_poly_file_simple_one_poly():
-
     poly_from_file = spat.Spatial(
         str(
             Path(
@@ -391,7 +390,6 @@ def test_bad_poly_inputfile_type_throws_error():
 
 
 def test_gdf_from_one_bbox():
-
     obs = spat.geodataframe("bounding_box", [-55, 68, -48, 71])
     geom = [Polygon(list(zip([-55, -55, -48, -48, -55], [68, 71, 71, 68, 68])))]
     exp = gpd.GeoDataFrame(geometry=geom)
diff --git a/icepyx/tests/test_temporal.py b/icepyx/tests/test_temporal.py
index 83926946e..c93b30a38 100644
--- a/icepyx/tests/test_temporal.py
+++ b/icepyx/tests/test_temporal.py
@@ -235,6 +235,7 @@ def test_range_str_yyyydoy_dict_time_start_end():
 
 # Date Range Errors
 
+
 # (The following inputs are bad, testing to ensure the temporal class handles this elegantly)
 def test_bad_start_time_type():
     with pytest.raises(AssertionError):
diff --git a/icepyx/tests/test_visualization.py b/icepyx/tests/test_visualization.py
index 0a1f2fa43..ede046f0b 100644
--- a/icepyx/tests/test_visualization.py
+++ b/icepyx/tests/test_visualization.py
@@ -10,38 +10,38 @@
         (
             1,
             [
-                "ATL06_20200702014158_01020810_004_01.h5",
-                "ATL06_20200703011618_01170810_004_01.h5",
+                "ATL06_20200702014158_01020810_006_01.h5",
+                "ATL06_20200703011618_01170810_006_01.h5",
             ],
         ),
         (
             2,
             [
-                "ATL06_20200612151119_11920712_004_01.h5",
-                "ATL06_20200616021517_12450710_004_01.h5",
-                "ATL06_20200702014158_01020810_004_01.h5",
-                "ATL06_20200703011618_01170810_004_01.h5",
+                "ATL06_20200612151119_11920712_006_01.h5",
+                "ATL06_20200616021517_12450710_006_01.h5",
+                "ATL06_20200702014158_01020810_006_01.h5",
+                "ATL06_20200703011618_01170810_006_01.h5",
             ],
         ),
         (
             3,
             [
-                "ATL06_20200612151119_11920712_004_01.h5",
-                "ATL06_20200616021517_12450710_004_01.h5",
-                "ATL06_20200702014158_01020810_004_01.h5",
-                "ATL06_20200703011618_01170810_004_01.h5",
+                "ATL06_20200612151119_11920712_006_01.h5",
+                "ATL06_20200616021517_12450710_006_01.h5",
+                "ATL06_20200702014158_01020810_006_01.h5",
+                "ATL06_20200703011618_01170810_006_01.h5",
             ],
         ),
     ],
 )
 def test_files_in_latest_cycles(n, exp):
     files = [
-        "ATL06_20190710071617_01860412_004_01.h5",
-        "ATL06_20190713182016_02390410_004_01.h5",
-        "ATL06_20200612151119_11920712_004_01.h5",
-        "ATL06_20200616021517_12450710_004_01.h5",
-        "ATL06_20200702014158_01020810_004_01.h5",
-        "ATL06_20200703011618_01170810_004_01.h5",
+        "ATL06_20190710071617_01860412_006_01.h5",
+        "ATL06_20190713182016_02390410_006_01.h5",
+        "ATL06_20200612151119_11920712_006_01.h5",
+        "ATL06_20200616021517_12450710_006_01.h5",
+        "ATL06_20200702014158_01020810_006_01.h5",
+        "ATL06_20200703011618_01170810_006_01.h5",
     ]
     cycles = [8, 7, 4]
     obs = vis.files_in_latest_n_cycles(files, cycles=cycles, n=n)
@@ -51,18 +51,17 @@ def test_files_in_latest_cycles(n, exp):
 @pytest.mark.parametrize(
     "filename, expect",
     [
-        ("ATL06_20190525202604_08790310_004_01.h5", [879, 3, "2019-05-25"]),
-        ("ATL06_20190614194425_11840310_004_01.h5", [1184, 3, "2019-06-14"]),
-        ("ATL07-02_20190624063616_13290301_004_01.h5", [1329, 3, "2019-06-24"]),
-        ("ATL07-02_20190602190916_10010301_004_01.h5", [1001, 3, "2019-06-02"]),
-        ("ATL10-02_20190611072656_11310301_004_01.h5", [1131, 3, "2019-06-11"]),
-        ("ATL10-02_20190731045538_05060401_004_01.h5", [506, 4, "2019-07-31"]),
-        ("ATL12_20190615023544_11890301_004_01.h5", [1189, 3, "2019-06-15"]),
-        ("ATL12_20190721170332_03610401_004_01.h5", [361, 4, "2019-07-21"]),
+        ("ATL06_20190525202604_08790310_006_01.h5", [879, 3, "2019-05-25"]),
+        ("ATL06_20190614194425_11840310_006_01.h5", [1184, 3, "2019-06-14"]),
+        ("ATL07-02_20190624063616_13290301_006_01.h5", [1329, 3, "2019-06-24"]),
+        ("ATL07-02_20190602190916_10010301_006_01.h5", [1001, 3, "2019-06-02"]),
+        ("ATL10-02_20190611072656_11310301_006_01.h5", [1131, 3, "2019-06-11"]),
+        ("ATL10-02_20190731045538_05060401_006_01.h5", [506, 4, "2019-07-31"]),
+        ("ATL12_20190615023544_11890301_006_01.h5", [1189, 3, "2019-06-15"]),
+        ("ATL12_20190721170332_03610401_006_01.h5", [361, 4, "2019-07-21"]),
     ],
 )
 def test_gran_paras(filename, expect):
-
     para_list = vis.gran_paras(filename)
 
     assert para_list == expect