diff --git a/scripts/upload/add_time_series_pits_2021.py b/scripts/upload/add_time_series_pits_2021.py
index aa4964c..73f244c 100644
--- a/scripts/upload/add_time_series_pits_2021.py
+++ b/scripts/upload/add_time_series_pits_2021.py
@@ -8,7 +8,7 @@
 from pathlib import Path
 
 from snowex_db.upload.layers import UploadProfileData
-from snowex_db.utilities import db_session_with_credentials
+from snowexsql.db import db_session_with_credentials
 
 tz_map = {'US/Pacific': ['CA', 'NV', 'WA'],
           'US/Mountain': ['CO', 'ID', 'NM', 'UT', 'MT'],
@@ -35,9 +35,7 @@ def main():
         "SNEX21_TS_SP_Summary_SWE_v01_modified.csv"
     ]
 
-    with db_session_with_credentials(
-            db_name, "./credentials.json"
-    ) as (session, engine):
+    with db_session_with_credentials("./credentials.json") as (engine, session):
         # Upload all the site details files
         site_files = list(data_dir.glob('**/*siteDetails*.csv'))
         # Upload each site file
@@ -50,21 +48,21 @@ def main():
             u.submit(session)
 
         # find and upload all data files
-        for data_file in data_dir.glob("**/*_data_.*_v01\csv"):
+        for data_file in data_dir.glob("**/*_data_*_v01.csv"):
             if "_gapFilledDensity_" in data_file.name:
                 # Use no-gap-filled density for the sole reason that
                 # Gap filled density for profiles where the scale was broken
                 # are just an empty file after the headers. We should
                 # Record that Nan density was collected for the profile
                 print(f"Not uploading gap filled density {data_file}")
-
-            # Instantiate the uploader
-            u = UploadProfileData(
-                str(data_file),
-                doi=doi,
-                timezone='MST',
-            )
-            u.submit(session)
+            else:
+                # Instantiate the uploader
+                u = UploadProfileData(
+                    str(data_file),
+                    doi=doi,
+                    timezone='MST',
+                )
+                u.submit(session)
 
 
 if __name__ == '__main__':
diff --git a/snowex_db/metadata.py b/snowex_db/metadata.py
index 96b7264..acbb090 100644
--- a/snowex_db/metadata.py
+++ b/snowex_db/metadata.py
@@ -286,7 +286,9 @@ class ExtendedSnowExMetadataVariables(SnowExMetadataVariables):
         [
             "profile_id", "timing",  # SSA things
             "smp_serial_number", "original_total_samples",  # SMP things
-            "data_subsampled_to"
+            "data_subsampled_to", "wise_serial_no",
+            "parameter_codes",
+            "precip_rate"  # prefer precip_type
         ], auto_remap=False
     )
     FLAGS = MeasurementDescription(
@@ -312,7 +314,7 @@ class ExtendedSnowExMetadataVariables(SnowExMetadataVariables):
     )
     COMMENTS = MeasurementDescription(
         "comments", "Comments in the header", [
-            "comments", "pit comments"
+            "comments", "pit comments", "pit_comments"
         ], auto_remap=True
     )
     SLOPE = MeasurementDescription(
@@ -362,7 +364,8 @@ class ExtendedSnowExMetadataVariables(SnowExMetadataVariables):
         ], auto_remap=True
     )
     PRECIP = MeasurementDescription(
-        "precip", "Site notes on precipitation", ["precip"], auto_remap=True
+        "precip", "Site notes on precipitation",
+        ["precip", "precip_type"], auto_remap=True
     )
     WIND = MeasurementDescription(
         "wind", "Site notes on wind", ["wind"], auto_remap=True
@@ -458,7 +461,8 @@ class ExtendedSnowExPrimaryVariables(SnowExPrimaryVariables):
         "ignore", "Ignore this",
         [
             "original_index", 'id', 'freq_mhz', 'camera',
-            'avgvelocity', 'equipment', 'version_number'
+            'avgvelocity', 'equipment', 'version_number',
+            'time_start/end'
         ]
     )
     SAMPLE_SIGNAL = MeasurementDescription(