diff --git a/.DS_Store b/.DS_Store
index 9a6dd39..faaf825 100644
Binary files a/.DS_Store and b/.DS_Store differ
diff --git a/code/search_data.py b/code/search_data.py
new file mode 100644
index 0000000..66f9be7
--- /dev/null
+++ b/code/search_data.py
@@ -0,0 +1,9 @@
+from earth_data_utils import *
+
+ssh_short_name = "SEA_SURFACE_HEIGHT_ALT_GRIDS_L4_2SATS_5DAY_6THDEG_V_JPL2205"
+
+results = earthaccess.search_data(
+    short_name=ssh_short_name,
+    cloud_hosted=True,
+    temporal=("2021-07-01", "2021-09-30"),
+)
diff --git a/history/5ucpoaa3e0bbnwyu1n.json b/history/5ucpoaa3e0bbnwyu1n.json
new file mode 100644
index 0000000..f768b73
--- /dev/null
+++ b/history/5ucpoaa3e0bbnwyu1n.json
@@ -0,0 +1,41 @@
+[{
+  "history_id" : "l35gxvzl580",
+  "history_input" : "\n\n\n# Suppress warnings\nimport warnings\nwarnings.simplefilter('ignore')\nwarnings.filterwarnings('ignore')\n\n# Direct access\nimport earthaccess \nfrom pprint import pprint\nimport xarray as xr\n\n# Harmony\nimport geopandas as gpd\nimport geoviews as gv\ngv.extension('bokeh', 'matplotlib')\nfrom harmony import BBox, Client, Collection, Request, LinkType\nimport datetime as dt\nimport s3fs",
+  "history_output" : "Traceback (most recent call last):\n  File \"/Users/joe/gw-workspace/l35gxvzl580/earth_data_utils.py\", line 10, in <module>\n    import earthaccess \nModuleNotFoundError: No module named 'earthaccess'\n",
+  "history_begin_time" : 1686761482808,
+  "history_end_time" : 1686761483335,
+  "history_notes" : null,
+  "history_process" : "wttkvt",
+  "host_id" : "100001",
+  "indicator" : "Failed"
+},{
+  "history_id" : "npsj6zmjg8v",
+  "history_input" : "from earth_data_utils import *\n\nssh_short_name = \"SEA_SURFACE_HEIGHT_ALT_GRIDS_L4_2SATS_5DAY_6THDEG_V_JPL2205\"\n\nresults = earthaccess.search_data(\n    short_name=ssh_short_name,\n    cloud_hosted=True,\n    temporal=(\"2021-07-01\", \"2021-09-30\"),\n)",
+  "history_output" : "Traceback (most recent call last):\n  File \"/Users/joe/gw-workspace/npsj6zmjg8v/search_data.py\", line 1, in <module>\n    from earth_data_utils import *\n  File \"/Users/joe/gw-workspace/npsj6zmjg8v/earth_data_utils.py\", line 10, in <module>\n    import earthaccess \nModuleNotFoundError: No module named 'earthaccess'\n",
+  "history_begin_time" : 1686761484815,
+  "history_end_time" : 1686761484929,
+  "history_notes" : null,
+  "history_process" : "yvo1ds",
+  "host_id" : "100001",
+  "indicator" : "Failed"
+},{
+  "history_id" : "coh219tjkes",
+  "history_input" : "from search_data import *\n\nsst_short_name=\"MUR-JPL-L4-GLOB-v4.1\"\n\nresults = earthaccess.search_data(\n    short_name=ssh_short_name,\n    cloud_hosted=True,\n    temporal=(\"2021-07-01\", \"2021-09-30\"),\n)\n\nauth = earthaccess.login(strategy=\"netrc\", persist=True)\nds = xr.open_mfdataset(earthaccess.open(results))\ngeojson_path = '/home/jovyan/gulf.json'\ngdf = gpd.read_file(geojson_path) #Return a GeoDataFrame object\n\n\nharmony_client = Client()\nsst_short_name=\"MUR-JPL-L4-GLOB-v4.1\"\n\nrequest = Request(\n  collection=Collection(id=sst_short_name),\n  shape=geojson_path,\n  temporal={\n    'start': dt.datetime(2021, 8, 1, 1),\n    'stop': dt.datetime(2021, 8, 1, 2)   \n  },\n)\njob_id = harmony_client.submit(request)\nharmony_client.wait_for_processing(job_id, show_progress=False)\ndata = harmony_client.result_json(job_id)\nresults = harmony_client.result_urls(job_id, link_type=LinkType.s3)\nurls = list(results)\nurl = urls[0]\n",
+  "history_output" : "Traceback (most recent call last):\n  File \"/Users/joe/gw-workspace/coh219tjkes/earth_access_authenticate.py\", line 1, in <module>\n    from search_data import *\n  File \"/Users/joe/gw-workspace/coh219tjkes/search_data.py\", line 1, in <module>\n    from earth_data_utils import *\n  File \"/Users/joe/gw-workspace/coh219tjkes/earth_data_utils.py\", line 10, in <module>\n    import earthaccess \nModuleNotFoundError: No module named 'earthaccess'\n",
+  "history_begin_time" : 1686761486386,
+  "history_end_time" : 1686761486527,
+  "history_notes" : null,
+  "history_process" : "cgvhiy",
+  "host_id" : "100001",
+  "indicator" : "Failed"
+},{
+  "history_id" : "dadwunxuogt",
+  "history_input" : "# Suppress warnings\nimport os\nimport warnings\nwarnings.simplefilter('ignore')\nwarnings.filterwarnings('ignore')\n\n# Direct access\nimport earthaccess \nfrom pprint import pprint\nimport xarray as xr\n\n# Harmony\nimport geopandas as gpd\nimport geoviews as gv\ngv.extension('bokeh', 'matplotlib')\nfrom harmony import BBox, Client, Collection, Request, LinkType\nimport datetime as dt\nimport s3fs\nimport matplotlib.pyplot as plt\nfrom earth_access_authenticate import *\n\ncreds = harmony_client.aws_credentials()\ns3_fs = s3fs.S3FileSystem(\n  key=creds['aws_access_key_id'],\n  secret=creds['aws_secret_access_key'],\n  token=creds['aws_session_token'],\n  client_kwargs={'region_name':'us-west-2'},\n)\nf = s3_fs.open(url, mode='rb')\nds = xr.open_dataset(f)\nds.analysed_sst.plot()\nhome_dir = os.path.expanduser('~')\nplt.savefig(os.path.join(home_dir, 'plot2.png'))",
+  "history_output" : "Traceback (most recent call last):\n  File \"/Users/joe/gw-workspace/dadwunxuogt/s3_file_storage.py\", line 8, in <module>\n    import earthaccess \nModuleNotFoundError: No module named 'earthaccess'\n",
+  "history_begin_time" : 1686761487968,
+  "history_end_time" : 1686761488098,
+  "history_notes" : null,
+  "history_process" : "1b4ko0",
+  "host_id" : "100001",
+  "indicator" : "Failed"
+}]
diff --git a/history/l873z9b33henwzrydx.json b/history/l873z9b33henwzrydx.json
new file mode 100644
index 0000000..af98396
--- /dev/null
+++ b/history/l873z9b33henwzrydx.json
@@ -0,0 +1,41 @@
+[{
+  "history_id" : "p6977t6u1vo",
+  "history_input" : "\n\n\n# Suppress warnings\nimport warnings\nwarnings.simplefilter('ignore')\nwarnings.filterwarnings('ignore')\n\n# Direct access\nimport earthaccess \nfrom pprint import pprint\nimport xarray as xr\n\n# Harmony\nimport geopandas as gpd\nimport geoviews as gv\ngv.extension('bokeh', 'matplotlib')\nfrom harmony import BBox, Client, Collection, Request, LinkType\nimport datetime as dt\nimport s3fs",
+  "history_output" : "Traceback (most recent call last):\n  File \"/Users/joe/gw-workspace/p6977t6u1vo/earth_data_utils.py\", line 10, in <module>\n    import earthaccess \nModuleNotFoundError: No module named 'earthaccess'\n",
+  "history_begin_time" : 1686759148585,
+  "history_end_time" : 1686759148955,
+  "history_notes" : null,
+  "history_process" : "wttkvt",
+  "host_id" : "100001",
+  "indicator" : "Failed"
+},{
+  "history_id" : "3l2y4206qef",
+  "history_input" : "from earth_data_utils import *\n\nssh_short_name = \"SEA_SURFACE_HEIGHT_ALT_GRIDS_L4_2SATS_5DAY_6THDEG_V_JPL2205\"\n\nresults = earthaccess.search_data(\n    short_name=ssh_short_name,\n    cloud_hosted=True,\n    temporal=(\"2021-07-01\", \"2021-09-30\"),\n)",
+  "history_output" : "Traceback (most recent call last):\n  File \"/Users/joe/gw-workspace/3l2y4206qef/search_data.py\", line 1, in <module>\n    from earth_data_utils import *\n  File \"/Users/joe/gw-workspace/3l2y4206qef/earth_data_utils.py\", line 10, in <module>\n    import earthaccess \nModuleNotFoundError: No module named 'earthaccess'\n",
+  "history_begin_time" : 1686759150591,
+  "history_end_time" : 1686759150744,
+  "history_notes" : null,
+  "history_process" : "yvo1ds",
+  "host_id" : "100001",
+  "indicator" : "Failed"
+},{
+  "history_id" : "74iyqhnh28j",
+  "history_input" : "from search_data import *\n\nsst_short_name=\"MUR-JPL-L4-GLOB-v4.1\"\n\nresults = earthaccess.search_data(\n    short_name=ssh_short_name,\n    cloud_hosted=True,\n    temporal=(\"2021-07-01\", \"2021-09-30\"),\n)\n\nauth = earthaccess.login(strategy=\"netrc\", persist=True)\nds = xr.open_mfdataset(earthaccess.open(results))\ngeojson_path = '/home/jovyan/gulf.json'\ngdf = gpd.read_file(geojson_path) #Return a GeoDataFrame object\n\n\nharmony_client = Client()\nsst_short_name=\"MUR-JPL-L4-GLOB-v4.1\"\n\nrequest = Request(\n  collection=Collection(id=sst_short_name),\n  shape=geojson_path,\n  temporal={\n    'start': dt.datetime(2021, 8, 1, 1),\n    'stop': dt.datetime(2021, 8, 1, 2)   \n  },\n)\njob_id = harmony_client.submit(request)\nharmony_client.wait_for_processing(job_id, show_progress=False)\ndata = harmony_client.result_json(job_id)\nresults = harmony_client.result_urls(job_id, link_type=LinkType.s3)\nurls = list(results)\nurl = urls[0]\n",
+  "history_output" : "Traceback (most recent call last):\n  File \"/Users/joe/gw-workspace/74iyqhnh28j/earth_access_authenticate.py\", line 1, in <module>\n    from search_data import *\n  File \"/Users/joe/gw-workspace/74iyqhnh28j/search_data.py\", line 1, in <module>\n    from earth_data_utils import *\n  File \"/Users/joe/gw-workspace/74iyqhnh28j/earth_data_utils.py\", line 10, in <module>\n    import earthaccess \nModuleNotFoundError: No module named 'earthaccess'\n",
+  "history_begin_time" : 1686759152006,
+  "history_end_time" : 1686759152136,
+  "history_notes" : null,
+  "history_process" : "cgvhiy",
+  "host_id" : "100001",
+  "indicator" : "Failed"
+},{
+  "history_id" : "uu96597mlq0",
+  "history_input" : "# Suppress warnings\nimport os\nimport warnings\nwarnings.simplefilter('ignore')\nwarnings.filterwarnings('ignore')\n\n# Direct access\nimport earthaccess \nfrom pprint import pprint\nimport xarray as xr\n\n# Harmony\nimport geopandas as gpd\nimport geoviews as gv\ngv.extension('bokeh', 'matplotlib')\nfrom harmony import BBox, Client, Collection, Request, LinkType\nimport datetime as dt\nimport s3fs\nimport matplotlib.pyplot as plt\nfrom earth_access_authenticate import *\n\ncreds = harmony_client.aws_credentials()\ns3_fs = s3fs.S3FileSystem(\n  key=creds['aws_access_key_id'],\n  secret=creds['aws_secret_access_key'],\n  token=creds['aws_session_token'],\n  client_kwargs={'region_name':'us-west-2'},\n)\nf = s3_fs.open(url, mode='rb')\nds = xr.open_dataset(f)\nds.analysed_sst.plot()\nhome_dir = os.path.expanduser('~')\nplt.savefig(os.path.join(home_dir, 'plot2.png'))",
+  "history_output" : "Traceback (most recent call last):\n  File \"/Users/joe/gw-workspace/uu96597mlq0/s3_file_storage.py\", line 8, in <module>\n    import earthaccess \nModuleNotFoundError: No module named 'earthaccess'\n",
+  "history_begin_time" : 1686759153783,
+  "history_end_time" : 1686759153919,
+  "history_notes" : null,
+  "history_process" : "1b4ko0",
+  "host_id" : "100001",
+  "indicator" : "Failed"
+}]
diff --git a/history/v97kvdt3cfum1172y2.json b/history/v97kvdt3cfum1172y2.json
new file mode 100644
index 0000000..b92443a
--- /dev/null
+++ b/history/v97kvdt3cfum1172y2.json
@@ -0,0 +1,41 @@
+[{
+  "history_id" : "qrdgeq35rzb",
+  "history_input" : "\n\n\n# Suppress warnings\nimport warnings\nwarnings.simplefilter('ignore')\nwarnings.filterwarnings('ignore')\n\n# Direct access\nimport earthaccess \nfrom pprint import pprint\nimport xarray as xr\n\n# Harmony\nimport geopandas as gpd\nimport geoviews as gv\ngv.extension('bokeh', 'matplotlib')\nfrom harmony import BBox, Client, Collection, Request, LinkType\nimport datetime as dt\nimport s3fs",
+  "history_output" : "Traceback (most recent call last):\n  File \"/Users/joe/gw-workspace/qrdgeq35rzb/earth_data_utils.py\", line 10, in <module>\n    import earthaccess \nModuleNotFoundError: No module named 'earthaccess'\n",
+  "history_begin_time" : 1686759076017,
+  "history_end_time" : 1686759076500,
+  "history_notes" : null,
+  "history_process" : "wttkvt",
+  "host_id" : "100001",
+  "indicator" : "Failed"
+},{
+  "history_id" : "g1k064wc7gb",
+  "history_input" : "from earth_data_utils import *\n\nssh_short_name = \"SEA_SURFACE_HEIGHT_ALT_GRIDS_L4_2SATS_5DAY_6THDEG_V_JPL2205\"\n\nresults = earthaccess.search_data(\n    short_name=ssh_short_name,\n    cloud_hosted=True,\n    temporal=(\"2021-07-01\", \"2021-09-30\"),\n)",
+  "history_output" : "Traceback (most recent call last):\n  File \"/Users/joe/gw-workspace/g1k064wc7gb/search_data.py\", line 1, in <module>\n    from earth_data_utils import *\n  File \"/Users/joe/gw-workspace/g1k064wc7gb/earth_data_utils.py\", line 10, in <module>\n    import earthaccess \nModuleNotFoundError: No module named 'earthaccess'\n",
+  "history_begin_time" : 1686759078023,
+  "history_end_time" : 1686759078172,
+  "history_notes" : null,
+  "history_process" : "yvo1ds",
+  "host_id" : "100001",
+  "indicator" : "Failed"
+},{
+  "history_id" : "p0kx8wg6123",
+  "history_input" : "from search_data import *\n\nsst_short_name=\"MUR-JPL-L4-GLOB-v4.1\"\n\nresults = earthaccess.search_data(\n    short_name=ssh_short_name,\n    cloud_hosted=True,\n    temporal=(\"2021-07-01\", \"2021-09-30\"),\n)\n\nauth = earthaccess.login(strategy=\"netrc\", persist=True)\nds = xr.open_mfdataset(earthaccess.open(results))\ngeojson_path = '/home/jovyan/gulf.json'\ngdf = gpd.read_file(geojson_path) #Return a GeoDataFrame object\n\n\nharmony_client = Client()\nsst_short_name=\"MUR-JPL-L4-GLOB-v4.1\"\n\nrequest = Request(\n  collection=Collection(id=sst_short_name),\n  shape=geojson_path,\n  temporal={\n    'start': dt.datetime(2021, 8, 1, 1),\n    'stop': dt.datetime(2021, 8, 1, 2)   \n  },\n)\njob_id = harmony_client.submit(request)\nharmony_client.wait_for_processing(job_id, show_progress=False)\ndata = harmony_client.result_json(job_id)\nresults = harmony_client.result_urls(job_id, link_type=LinkType.s3)\nurls = list(results)\nurl = urls[0]\n",
+  "history_output" : "Traceback (most recent call last):\n  File \"/Users/joe/gw-workspace/p0kx8wg6123/earth_access_authenticate.py\", line 1, in <module>\n    from search_data import *\n  File \"/Users/joe/gw-workspace/p0kx8wg6123/search_data.py\", line 1, in <module>\n    from earth_data_utils import *\n  File \"/Users/joe/gw-workspace/p0kx8wg6123/earth_data_utils.py\", line 10, in <module>\n    import earthaccess \nModuleNotFoundError: No module named 'earthaccess'\n",
+  "history_begin_time" : 1686759079549,
+  "history_end_time" : 1686759079701,
+  "history_notes" : null,
+  "history_process" : "cgvhiy",
+  "host_id" : "100001",
+  "indicator" : "Failed"
+},{
+  "history_id" : "680j43ov10s",
+  "history_input" : "# Suppress warnings\nimport os\nimport warnings\nwarnings.simplefilter('ignore')\nwarnings.filterwarnings('ignore')\n\n# Direct access\nimport earthaccess \nfrom pprint import pprint\nimport xarray as xr\n\n# Harmony\nimport geopandas as gpd\nimport geoviews as gv\ngv.extension('bokeh', 'matplotlib')\nfrom harmony import BBox, Client, Collection, Request, LinkType\nimport datetime as dt\nimport s3fs\nimport matplotlib.pyplot as plt\nfrom earth_access_authenticate import *\n\ncreds = harmony_client.aws_credentials()\ns3_fs = s3fs.S3FileSystem(\n  key=creds['aws_access_key_id'],\n  secret=creds['aws_secret_access_key'],\n  token=creds['aws_session_token'],\n  client_kwargs={'region_name':'us-west-2'},\n)\nf = s3_fs.open(url, mode='rb')\nds = xr.open_dataset(f)\nds.analysed_sst.plot()\nhome_dir = os.path.expanduser('~')\nplt.savefig(os.path.join(home_dir, 'plot2.png'))",
+  "history_output" : "Traceback (most recent call last):\n  File \"/Users/joe/gw-workspace/680j43ov10s/s3_file_storage.py\", line 8, in <module>\n    import earthaccess \nModuleNotFoundError: No module named 'earthaccess'\n",
+  "history_begin_time" : 1686759081222,
+  "history_end_time" : 1686759081357,
+  "history_notes" : null,
+  "history_process" : "1b4ko0",
+  "host_id" : "100001",
+  "indicator" : "Failed"
+}]
diff --git a/kr2novmm4i9i27z5adyj.zip b/kr2novmm4i9i27z5adyj.zip
deleted file mode 100644
index 5cb6028..0000000
Binary files a/kr2novmm4i9i27z5adyj.zip and /dev/null differ
diff --git a/plot.png b/plot.png
deleted file mode 100644
index e1ce303..0000000
Binary files a/plot.png and /dev/null differ
diff --git a/workflow.json b/workflow.json
index 8ee55e8..d382725 100644
--- a/workflow.json
+++ b/workflow.json
@@ -4,6 +4,6 @@
   "description" : "",
   "owner" : "111111",
   "confidential" : "FALSE",
-  "edges" : "[{\"source\":{\"title\":\"earth_data_utils\",\"id\":\"wttkvt-GJjq8\",\"x\":524.66552734375,\"y\":562,\"color\":\"green\"},\"target\":{\"title\":\"search_data\",\"id\":\"yvo1ds-96vns\",\"x\":751,\"y\":559,\"color\":\"green\"}},{\"source\":{\"title\":\"search_data\",\"id\":\"yvo1ds-96vns\",\"x\":751,\"y\":559,\"color\":\"green\"},\"target\":{\"title\":\"earth_access_authenticate\",\"id\":\"cgvhiy-BgnXM\",\"x\":983.4237060546875,\"y\":558,\"color\":\"darkseagreen\",\"skip\":false}},{\"source\":{\"title\":\"earth_access_authenticate\",\"id\":\"cgvhiy-BgnXM\",\"x\":983.4237060546875,\"y\":558,\"color\":\"darkseagreen\",\"skip\":false},\"target\":{\"title\":\"s3_file_storage\",\"id\":\"1b4ko0-4k9iL\",\"x\":984.9932250976562,\"y\":687.6644897460938,\"color\":\"green\"}}]",
-  "nodes" : "[{\"title\":\"earth_data_utils\",\"id\":\"wttkvt-GJjq8\",\"x\":524.66552734375,\"y\":562,\"color\":\"green\"},{\"title\":\"search_data\",\"id\":\"yvo1ds-96vns\",\"x\":751,\"y\":559,\"color\":\"green\"},{\"title\":\"earth_access_authenticate\",\"id\":\"cgvhiy-BgnXM\",\"x\":983.4237060546875,\"y\":558,\"color\":\"darkseagreen\",\"skip\":false},{\"title\":\"s3_file_storage\",\"id\":\"1b4ko0-4k9iL\",\"x\":984.9932250976562,\"y\":687.6644897460938,\"color\":\"green\"}]"
+  "edges" : "[{\"source\":{\"title\":\"earth_data_utils\",\"id\":\"wttkvt-GJjq8\",\"x\":524.66552734375,\"y\":562,\"color\":\"white\"},\"target\":{\"title\":\"search_data\",\"id\":\"yvo1ds-96vns\",\"x\":751,\"y\":559,\"color\":\"white\"}},{\"source\":{\"title\":\"search_data\",\"id\":\"yvo1ds-96vns\",\"x\":751,\"y\":559,\"color\":\"white\"},\"target\":{\"title\":\"earth_access_authenticate\",\"id\":\"cgvhiy-BgnXM\",\"x\":983.4237060546875,\"y\":558,\"color\":\"white\",\"skip\":false}},{\"source\":{\"title\":\"earth_access_authenticate\",\"id\":\"cgvhiy-BgnXM\",\"x\":983.4237060546875,\"y\":558,\"color\":\"white\",\"skip\":false},\"target\":{\"title\":\"s3_file_storage\",\"id\":\"1b4ko0-4k9iL\",\"x\":984.9932250976562,\"y\":687.6644897460938,\"color\":\"white\"}},{\"source\":{\"title\":\"install_packages\",\"id\":\"ru79i2-VCNCv\",\"x\":523,\"y\":409.5},\"target\":{\"title\":\"earth_data_utils\",\"id\":\"wttkvt-GJjq8\",\"x\":524.66552734375,\"y\":562,\"color\":\"white\"}}]",
+  "nodes" : "[{\"title\":\"earth_data_utils\",\"id\":\"wttkvt-GJjq8\",\"x\":524.66552734375,\"y\":562,\"color\":\"white\"},{\"title\":\"search_data\",\"id\":\"yvo1ds-96vns\",\"x\":751,\"y\":559,\"color\":\"white\"},{\"title\":\"earth_access_authenticate\",\"id\":\"cgvhiy-BgnXM\",\"x\":983.4237060546875,\"y\":558,\"color\":\"white\",\"skip\":false},{\"title\":\"s3_file_storage\",\"id\":\"1b4ko0-4k9iL\",\"x\":984.9932250976562,\"y\":687.6644897460938,\"color\":\"white\"},{\"title\":\"install_packages\",\"id\":\"ru79i2-VCNCv\",\"x\":523,\"y\":409.5}]"
 }