diff --git a/notebooks/Example_4_Finding_Observatory_Data.ipynb b/notebooks/Example_4_Finding_Observatory_Data.ipynb
index e9f05eb..01ed58a 100644
--- a/notebooks/Example_4_Finding_Observatory_Data.ipynb
+++ b/notebooks/Example_4_Finding_Observatory_Data.ipynb
@@ -39,9 +39,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "program_name = \"2023A002\"\n",
-    "start_date = \"20230721\"\n",
-    "end_date = \"20230730\""
+    "program_name = \"2024A000\"\n",
+    "start_date = \"20240101\"\n",
+    "end_date = \"20240301\""
    ]
   },
   {
@@ -62,8 +62,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Querying images for 2023A002 between 20230721 and 20230730 of type 'exposure'\n",
-      "program_name='2023A002' start_date=20230721 end_date=20230730 kind='exposure'\n"
+      "Querying images for 2024A000 between 20240101 and 20240301 of type 'exposure'\n"
      ]
     }
    ],
@@ -80,7 +79,7 @@
     {
      "data": {
       "text/plain": [
-       "'Request passed validation! Found 67 images.'"
+       "'Request passed validation! Found 166 images.'"
       ]
      },
      "execution_count": 6,
@@ -131,72 +130,84 @@
        "      <th>fieldid</th>\n",
        "      <th>image_type</th>\n",
        "      <th>savepath</th>\n",
+       "      <th>lastmodified</th>\n",
+       "      <th>pipeversion</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.674838</td>\n",
-       "      <td>54.023881</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-12</td>\n",
+       "      <td>ZTF24aaecooj</td>\n",
+       "      <td>146.019854</td>\n",
+       "      <td>-4.201359</td>\n",
        "      <td>2</td>\n",
-       "      <td>2023-07-29T11:14:15.923000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024-02-12T12:52:16.785000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240211/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.703027</td>\n",
-       "      <td>53.973475</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2023-07-29T11:32:21.242000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-12</td>\n",
+       "      <td>ZTF24aaecooj</td>\n",
+       "      <td>146.016133</td>\n",
+       "      <td>-4.198655</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-12T12:54:23.601000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240211/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.641702</td>\n",
-       "      <td>54.035399</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2023-07-29T11:34:28.476000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-12</td>\n",
+       "      <td>ZTF24aaecooj</td>\n",
+       "      <td>146.023116</td>\n",
+       "      <td>-4.199816</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-12T12:56:31.458000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240211/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.602247</td>\n",
-       "      <td>54.049005</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2023-07-29T10:58:33.601000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-12</td>\n",
+       "      <td>ZTF24aaecooj</td>\n",
+       "      <td>146.015806</td>\n",
+       "      <td>-4.199882</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-12T12:58:37.872000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240211/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-28</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.551919</td>\n",
-       "      <td>54.057056</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2023-07-28T12:18:36.003000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-12</td>\n",
+       "      <td>ZTF24aaecooj</td>\n",
+       "      <td>146.024460</td>\n",
+       "      <td>-4.200232</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-12T13:00:46.390000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240211/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -211,118 +222,143 @@
        "      <td>...</td>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>62</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.564014</td>\n",
-       "      <td>54.000018</td>\n",
+       "      <th>161</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.960072</td>\n",
+       "      <td>17.827518</td>\n",
        "      <td>2</td>\n",
-       "      <td>2023-07-27T10:53:57.778000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024-02-25T15:11:33.850000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>63</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.603932</td>\n",
-       "      <td>53.980763</td>\n",
+       "      <th>162</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962810</td>\n",
+       "      <td>17.828061</td>\n",
        "      <td>2</td>\n",
-       "      <td>2023-07-27T10:56:04.654000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>64</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.600961</td>\n",
-       "      <td>53.953119</td>\n",
+       "      <th>163</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962152</td>\n",
+       "      <td>17.825389</td>\n",
        "      <td>2</td>\n",
-       "      <td>2023-07-27T10:58:11.748000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024-02-25T15:15:46.646000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>65</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.484563</td>\n",
-       "      <td>53.959085</td>\n",
+       "      <th>164</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955162</td>\n",
+       "      <td>17.826848</td>\n",
        "      <td>2</td>\n",
-       "      <td>2023-07-27T11:00:18.851000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024-02-25T15:17:53.285000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>66</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.463750</td>\n",
-       "      <td>53.989283</td>\n",
+       "      <th>165</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959309</td>\n",
+       "      <td>17.825813</td>\n",
        "      <td>2</td>\n",
-       "      <td>2023-07-27T11:02:25.732000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024-02-25T15:20:00.358000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>67 rows × 10 columns</p>\n",
+       "<p>166 rows × 12 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "    progname   nightdate   targname          ra        dec  fid  \\\n",
-       "0   2023A002  2023-07-29       None  211.674838  54.023881    2   \n",
-       "1   2023A002  2023-07-29       None  211.703027  53.973475    3   \n",
-       "2   2023A002  2023-07-29       None  211.641702  54.035399    3   \n",
-       "3   2023A002  2023-07-29       None  211.602247  54.049005    1   \n",
-       "4   2023A002  2023-07-28       None  211.551919  54.057056    3   \n",
-       "..       ...         ...        ...         ...        ...  ...   \n",
-       "62  2023A002  2023-07-27  SN2023ixf  211.564014  54.000018    2   \n",
-       "63  2023A002  2023-07-27  SN2023ixf  211.603932  53.980763    2   \n",
-       "64  2023A002  2023-07-27  SN2023ixf  211.600961  53.953119    2   \n",
-       "65  2023A002  2023-07-27  SN2023ixf  211.484563  53.959085    2   \n",
-       "66  2023A002  2023-07-27  SN2023ixf  211.463750  53.989283    2   \n",
+       "     progname   nightdate      targname          ra        dec  fid  \\\n",
+       "0    2024A000  2024-02-12  ZTF24aaecooj  146.019854  -4.201359    2   \n",
+       "1    2024A000  2024-02-12  ZTF24aaecooj  146.016133  -4.198655    2   \n",
+       "2    2024A000  2024-02-12  ZTF24aaecooj  146.023116  -4.199816    2   \n",
+       "3    2024A000  2024-02-12  ZTF24aaecooj  146.015806  -4.199882    2   \n",
+       "4    2024A000  2024-02-12  ZTF24aaecooj  146.024460  -4.200232    2   \n",
+       "..        ...         ...           ...         ...        ...  ...   \n",
+       "161  2024A000  2024-02-25  ZTF24aaahxwr  150.960072  17.827518    2   \n",
+       "162  2024A000  2024-02-25  ZTF24aaahxwr  150.962810  17.828061    2   \n",
+       "163  2024A000  2024-02-25  ZTF24aaahxwr  150.962152  17.825389    2   \n",
+       "164  2024A000  2024-02-25  ZTF24aaahxwr  150.955162  17.826848    2   \n",
+       "165  2024A000  2024-02-25  ZTF24aaahxwr  150.959309  17.825813    2   \n",
        "\n",
-       "                             utctime  fieldid image_type  \\\n",
-       "0   2023-07-29T11:14:15.923000+00:00     3944   exposure   \n",
-       "1   2023-07-29T11:32:21.242000+00:00     3944   exposure   \n",
-       "2   2023-07-29T11:34:28.476000+00:00     3944   exposure   \n",
-       "3   2023-07-29T10:58:33.601000+00:00     3944   exposure   \n",
-       "4   2023-07-28T12:18:36.003000+00:00     3944   exposure   \n",
-       "..                               ...      ...        ...   \n",
-       "62  2023-07-27T10:53:57.778000+00:00     3944   exposure   \n",
-       "63  2023-07-27T10:56:04.654000+00:00     3944   exposure   \n",
-       "64  2023-07-27T10:58:11.748000+00:00     3944   exposure   \n",
-       "65  2023-07-27T11:00:18.851000+00:00     3944   exposure   \n",
-       "66  2023-07-27T11:02:25.732000+00:00     3944   exposure   \n",
+       "                              utctime    fieldid image_type  \\\n",
+       "0    2024-02-12T12:52:16.785000+00:00  999999999   exposure   \n",
+       "1    2024-02-12T12:54:23.601000+00:00  999999999   exposure   \n",
+       "2    2024-02-12T12:56:31.458000+00:00  999999999   exposure   \n",
+       "3    2024-02-12T12:58:37.872000+00:00  999999999   exposure   \n",
+       "4    2024-02-12T13:00:46.390000+00:00  999999999   exposure   \n",
+       "..                                ...        ...        ...   \n",
+       "161  2024-02-25T15:11:33.850000+00:00  999999999   exposure   \n",
+       "162  2024-02-25T15:13:39.990000+00:00  999999999   exposure   \n",
+       "163  2024-02-25T15:15:46.646000+00:00  999999999   exposure   \n",
+       "164  2024-02-25T15:17:53.285000+00:00  999999999   exposure   \n",
+       "165  2024-02-25T15:20:00.358000+00:00  999999999   exposure   \n",
        "\n",
-       "                                             savepath  \n",
-       "0                                                None  \n",
-       "1                                                None  \n",
-       "2                                                None  \n",
-       "3                                                None  \n",
-       "4                                                None  \n",
-       "..                                                ...  \n",
-       "62  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "63  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "64  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "65  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "66  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
+       "                                              savepath lastmodified  \\\n",
+       "0    /data/loki/raw_data/winter/20240211/raw/WINTER...         None   \n",
+       "1    /data/loki/raw_data/winter/20240211/raw/WINTER...         None   \n",
+       "2    /data/loki/raw_data/winter/20240211/raw/WINTER...         None   \n",
+       "3    /data/loki/raw_data/winter/20240211/raw/WINTER...         None   \n",
+       "4    /data/loki/raw_data/winter/20240211/raw/WINTER...         None   \n",
+       "..                                                 ...          ...   \n",
+       "161  /data/loki/raw_data/winter/20240224/raw/WINTER...         None   \n",
+       "162  /data/loki/raw_data/winter/20240224/raw/WINTER...         None   \n",
+       "163  /data/loki/raw_data/winter/20240224/raw/WINTER...         None   \n",
+       "164  /data/loki/raw_data/winter/20240224/raw/WINTER...         None   \n",
+       "165  /data/loki/raw_data/winter/20240224/raw/WINTER...         None   \n",
        "\n",
-       "[67 rows x 10 columns]"
+       "    pipeversion  \n",
+       "0          None  \n",
+       "1          None  \n",
+       "2          None  \n",
+       "3          None  \n",
+       "4          None  \n",
+       "..          ...  \n",
+       "161        None  \n",
+       "162        None  \n",
+       "163        None  \n",
+       "164        None  \n",
+       "165        None  \n",
+       "\n",
+       "[166 rows x 12 columns]"
       ]
      },
      "execution_count": 7,
@@ -359,7 +395,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "target_name = \"SN2023ixf\""
+    "target_name = \"ZTF24aaahxwr\""
    ]
   },
   {
@@ -374,8 +410,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Querying images for 2023A002 between 20230721 and 20230730 of type 'exposure', with name SN2023ixf\n",
-      "program_name='2023A002' start_date=20230721 end_date=20230730 kind='exposure' target_name='SN2023ixf'\n"
+      "Querying images for 2024A000 between 20240101 and 20240301 of type 'exposure', with name ZTF24aaahxwr\n"
      ]
     }
    ],
@@ -392,7 +427,7 @@
     {
      "data": {
       "text/plain": [
-       "'Request passed validation! Found 5 images.'"
+       "'Request passed validation! Found 8 images.'"
       ]
      },
      "execution_count": 10,
@@ -441,99 +476,165 @@
        "      <th>fieldid</th>\n",
        "      <th>image_type</th>\n",
        "      <th>savepath</th>\n",
+       "      <th>lastmodified</th>\n",
+       "      <th>pipeversion</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.564014</td>\n",
-       "      <td>54.000018</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:53:57.778000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959558</td>\n",
+       "      <td>17.821544</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:05:12.022000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.603932</td>\n",
-       "      <td>53.980763</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:56:04.654000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955612</td>\n",
+       "      <td>17.827066</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:07:18.828000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.600961</td>\n",
-       "      <td>53.953119</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:58:11.748000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959431</td>\n",
+       "      <td>17.827930</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:09:27.282000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.484563</td>\n",
-       "      <td>53.959085</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T11:00:18.851000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.960072</td>\n",
+       "      <td>17.827518</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:11:33.850000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.463750</td>\n",
-       "      <td>53.989283</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T11:02:25.732000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962810</td>\n",
+       "      <td>17.828061</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962152</td>\n",
+       "      <td>17.825389</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:15:46.646000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955162</td>\n",
+       "      <td>17.826848</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:17:53.285000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959309</td>\n",
+       "      <td>17.825813</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:20:00.358000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "   progname   nightdate   targname          ra        dec  fid  \\\n",
-       "0  2023A002  2023-07-27  SN2023ixf  211.564014  54.000018    2   \n",
-       "1  2023A002  2023-07-27  SN2023ixf  211.603932  53.980763    2   \n",
-       "2  2023A002  2023-07-27  SN2023ixf  211.600961  53.953119    2   \n",
-       "3  2023A002  2023-07-27  SN2023ixf  211.484563  53.959085    2   \n",
-       "4  2023A002  2023-07-27  SN2023ixf  211.463750  53.989283    2   \n",
+       "   progname   nightdate      targname          ra        dec  fid  \\\n",
+       "0  2024A000  2024-02-25  ZTF24aaahxwr  150.959558  17.821544    2   \n",
+       "1  2024A000  2024-02-25  ZTF24aaahxwr  150.955612  17.827066    2   \n",
+       "2  2024A000  2024-02-25  ZTF24aaahxwr  150.959431  17.827930    2   \n",
+       "3  2024A000  2024-02-25  ZTF24aaahxwr  150.960072  17.827518    2   \n",
+       "4  2024A000  2024-02-25  ZTF24aaahxwr  150.962810  17.828061    2   \n",
+       "5  2024A000  2024-02-25  ZTF24aaahxwr  150.962152  17.825389    2   \n",
+       "6  2024A000  2024-02-25  ZTF24aaahxwr  150.955162  17.826848    2   \n",
+       "7  2024A000  2024-02-25  ZTF24aaahxwr  150.959309  17.825813    2   \n",
        "\n",
-       "                            utctime  fieldid image_type  \\\n",
-       "0  2023-07-27T10:53:57.778000+00:00     3944   exposure   \n",
-       "1  2023-07-27T10:56:04.654000+00:00     3944   exposure   \n",
-       "2  2023-07-27T10:58:11.748000+00:00     3944   exposure   \n",
-       "3  2023-07-27T11:00:18.851000+00:00     3944   exposure   \n",
-       "4  2023-07-27T11:02:25.732000+00:00     3944   exposure   \n",
+       "                            utctime    fieldid image_type  \\\n",
+       "0  2024-02-25T15:05:12.022000+00:00  999999999   exposure   \n",
+       "1  2024-02-25T15:07:18.828000+00:00  999999999   exposure   \n",
+       "2  2024-02-25T15:09:27.282000+00:00  999999999   exposure   \n",
+       "3  2024-02-25T15:11:33.850000+00:00  999999999   exposure   \n",
+       "4  2024-02-25T15:13:39.990000+00:00  999999999   exposure   \n",
+       "5  2024-02-25T15:15:46.646000+00:00  999999999   exposure   \n",
+       "6  2024-02-25T15:17:53.285000+00:00  999999999   exposure   \n",
+       "7  2024-02-25T15:20:00.358000+00:00  999999999   exposure   \n",
        "\n",
-       "                                            savepath  \n",
-       "0  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "1  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "2  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "3  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "4  /Users/robertstein/Data/winter/20230726/raw/WI...  "
+       "                                            savepath lastmodified pipeversion  \n",
+       "0  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "1  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "2  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "3  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "4  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "5  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "6  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "7  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  "
       ]
      },
      "execution_count": 11,
@@ -565,7 +666,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 12,
    "id": "6a832f90",
    "metadata": {},
    "outputs": [
@@ -573,28 +674,27 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Querying images for 2023A002 between 20230721 and 20230730 of type 'exposure', with a radius of 1.0 degrees around 211.564014, 53.953119\n",
-      "program_name='2023A002' start_date=20230721 end_date=20230730 kind='exposure' ra=211.564014 dec=53.953119 radius_deg=1.0\n"
+      "Querying images for 2024A000 between 20240101 and 20240301 of type 'exposure', with a radius of 1.0 degrees around 150.959309, 17.825813\n"
      ]
     }
    ],
    "source": [
-    "res, images = winter.query_images_by_cone(program_name, image_type=\"exposure\", ra_deg=211.564014, dec_deg=53.953119, start_date=start_date, end_date=end_date)"
+    "res, images = winter.query_images_by_cone(program_name, image_type=\"exposure\", ra_deg=150.959309, dec_deg=17.825813, start_date=start_date, end_date=end_date)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 13,
    "id": "f3b1a443",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "'Request passed validation! Found 26 images.'"
+       "'Request passed validation! Found 8 images.'"
       ]
      },
-     "execution_count": 14,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -605,7 +705,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 14,
    "id": "1e96a188",
    "metadata": {},
    "outputs": [
@@ -640,438 +740,168 @@
        "      <th>fieldid</th>\n",
        "      <th>image_type</th>\n",
        "      <th>savepath</th>\n",
+       "      <th>lastmodified</th>\n",
+       "      <th>pipeversion</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.674838</td>\n",
-       "      <td>54.023881</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959558</td>\n",
+       "      <td>17.821544</td>\n",
        "      <td>2</td>\n",
-       "      <td>2023-07-29T11:14:15.923000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.703027</td>\n",
-       "      <td>53.973475</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2023-07-29T11:32:21.242000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.641702</td>\n",
-       "      <td>54.035399</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2023-07-29T11:34:28.476000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.602247</td>\n",
-       "      <td>54.049005</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2023-07-29T10:58:33.601000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024-02-25T15:05:12.022000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
        "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-28</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.551919</td>\n",
-       "      <td>54.057056</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2023-07-28T12:18:36.003000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.579693</td>\n",
-       "      <td>54.007654</td>\n",
+       "      <th>1</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955612</td>\n",
+       "      <td>17.827066</td>\n",
        "      <td>2</td>\n",
-       "      <td>2023-07-29T11:12:08.915000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-28</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.579817</td>\n",
-       "      <td>54.011482</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2023-07-28T12:20:44.046000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.563987</td>\n",
-       "      <td>54.000012</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2023-07-29T10:54:19.249000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
-       "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.563971</td>\n",
-       "      <td>54.000022</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2023-07-29T11:30:13.813000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024-02-25T15:07:18.828000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
        "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-28</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.563963</td>\n",
-       "      <td>54.000016</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2023-07-28T10:54:32.773000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.563968</td>\n",
-       "      <td>54.000003</td>\n",
+       "      <th>2</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959431</td>\n",
+       "      <td>17.827930</td>\n",
        "      <td>2</td>\n",
-       "      <td>2023-07-29T11:05:46.324000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024-02-25T15:09:27.282000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
        "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-28</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.563935</td>\n",
-       "      <td>53.999989</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2023-07-28T12:16:28.921000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.682929</td>\n",
-       "      <td>53.952960</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2023-07-29T11:02:47.879000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <th>3</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.960072</td>\n",
+       "      <td>17.827518</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:11:33.850000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
        "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.619561</td>\n",
-       "      <td>53.976947</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2023-07-29T11:38:43.505000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-28</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.592616</td>\n",
-       "      <td>53.986777</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2023-07-28T12:24:58.300000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <th>4</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962810</td>\n",
+       "      <td>17.828061</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
        "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.525396</td>\n",
-       "      <td>53.986620</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2023-07-29T11:00:41.100000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.513125</td>\n",
-       "      <td>53.982132</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2023-07-29T10:56:26.509000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <th>5</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962152</td>\n",
+       "      <td>17.825389</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:15:46.646000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
        "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-28</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.508044</td>\n",
-       "      <td>53.975719</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2023-07-28T12:22:51.710000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.469302</td>\n",
-       "      <td>54.007045</td>\n",
+       "      <th>6</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955162</td>\n",
+       "      <td>17.826848</td>\n",
        "      <td>2</td>\n",
-       "      <td>2023-07-29T11:10:02.560000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024-02-25T15:17:53.285000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
        "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.485915</td>\n",
-       "      <td>53.988701</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2023-07-29T11:36:35.974000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
        "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>211.502436</td>\n",
-       "      <td>53.916982</td>\n",
+       "      <th>7</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959309</td>\n",
+       "      <td>17.825813</td>\n",
        "      <td>2</td>\n",
-       "      <td>2023-07-29T11:07:54.564000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024-02-25T15:20:00.358000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
        "      <td>None</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.564014</td>\n",
-       "      <td>54.000018</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:53:57.778000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.603932</td>\n",
-       "      <td>53.980763</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:56:04.654000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.600961</td>\n",
-       "      <td>53.953119</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:58:11.748000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.484563</td>\n",
-       "      <td>53.959085</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T11:00:18.851000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.463750</td>\n",
-       "      <td>53.989283</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T11:02:25.732000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "    progname   nightdate   targname          ra        dec  fid  \\\n",
-       "0   2023A002  2023-07-29       None  211.674838  54.023881    2   \n",
-       "1   2023A002  2023-07-29       None  211.703027  53.973475    3   \n",
-       "2   2023A002  2023-07-29       None  211.641702  54.035399    3   \n",
-       "3   2023A002  2023-07-29       None  211.602247  54.049005    1   \n",
-       "4   2023A002  2023-07-28       None  211.551919  54.057056    3   \n",
-       "5   2023A002  2023-07-29       None  211.579693  54.007654    2   \n",
-       "6   2023A002  2023-07-28       None  211.579817  54.011482    3   \n",
-       "7   2023A002  2023-07-29       None  211.563987  54.000012    1   \n",
-       "8   2023A002  2023-07-29       None  211.563971  54.000022    3   \n",
-       "9   2023A002  2023-07-28       None  211.563963  54.000016    1   \n",
-       "10  2023A002  2023-07-29       None  211.563968  54.000003    2   \n",
-       "11  2023A002  2023-07-28       None  211.563935  53.999989    3   \n",
-       "12  2023A002  2023-07-29       None  211.682929  53.952960    1   \n",
-       "13  2023A002  2023-07-29       None  211.619561  53.976947    3   \n",
-       "14  2023A002  2023-07-28       None  211.592616  53.986777    3   \n",
-       "15  2023A002  2023-07-29       None  211.525396  53.986620    1   \n",
-       "16  2023A002  2023-07-29       None  211.513125  53.982132    1   \n",
-       "17  2023A002  2023-07-28       None  211.508044  53.975719    3   \n",
-       "18  2023A002  2023-07-29       None  211.469302  54.007045    2   \n",
-       "19  2023A002  2023-07-29       None  211.485915  53.988701    3   \n",
-       "20  2023A002  2023-07-29       None  211.502436  53.916982    2   \n",
-       "21  2023A002  2023-07-27  SN2023ixf  211.564014  54.000018    2   \n",
-       "22  2023A002  2023-07-27  SN2023ixf  211.603932  53.980763    2   \n",
-       "23  2023A002  2023-07-27  SN2023ixf  211.600961  53.953119    2   \n",
-       "24  2023A002  2023-07-27  SN2023ixf  211.484563  53.959085    2   \n",
-       "25  2023A002  2023-07-27  SN2023ixf  211.463750  53.989283    2   \n",
+       "   progname   nightdate      targname          ra        dec  fid  \\\n",
+       "0  2024A000  2024-02-25  ZTF24aaahxwr  150.959558  17.821544    2   \n",
+       "1  2024A000  2024-02-25  ZTF24aaahxwr  150.955612  17.827066    2   \n",
+       "2  2024A000  2024-02-25  ZTF24aaahxwr  150.959431  17.827930    2   \n",
+       "3  2024A000  2024-02-25  ZTF24aaahxwr  150.960072  17.827518    2   \n",
+       "4  2024A000  2024-02-25  ZTF24aaahxwr  150.962810  17.828061    2   \n",
+       "5  2024A000  2024-02-25  ZTF24aaahxwr  150.962152  17.825389    2   \n",
+       "6  2024A000  2024-02-25  ZTF24aaahxwr  150.955162  17.826848    2   \n",
+       "7  2024A000  2024-02-25  ZTF24aaahxwr  150.959309  17.825813    2   \n",
        "\n",
-       "                             utctime  fieldid image_type  \\\n",
-       "0   2023-07-29T11:14:15.923000+00:00     3944   exposure   \n",
-       "1   2023-07-29T11:32:21.242000+00:00     3944   exposure   \n",
-       "2   2023-07-29T11:34:28.476000+00:00     3944   exposure   \n",
-       "3   2023-07-29T10:58:33.601000+00:00     3944   exposure   \n",
-       "4   2023-07-28T12:18:36.003000+00:00     3944   exposure   \n",
-       "5   2023-07-29T11:12:08.915000+00:00     3944   exposure   \n",
-       "6   2023-07-28T12:20:44.046000+00:00     3944   exposure   \n",
-       "7   2023-07-29T10:54:19.249000+00:00     3944   exposure   \n",
-       "8   2023-07-29T11:30:13.813000+00:00     3944   exposure   \n",
-       "9   2023-07-28T10:54:32.773000+00:00     3944   exposure   \n",
-       "10  2023-07-29T11:05:46.324000+00:00     3944   exposure   \n",
-       "11  2023-07-28T12:16:28.921000+00:00     3944   exposure   \n",
-       "12  2023-07-29T11:02:47.879000+00:00     3944   exposure   \n",
-       "13  2023-07-29T11:38:43.505000+00:00     3944   exposure   \n",
-       "14  2023-07-28T12:24:58.300000+00:00     3944   exposure   \n",
-       "15  2023-07-29T11:00:41.100000+00:00     3944   exposure   \n",
-       "16  2023-07-29T10:56:26.509000+00:00     3944   exposure   \n",
-       "17  2023-07-28T12:22:51.710000+00:00     3944   exposure   \n",
-       "18  2023-07-29T11:10:02.560000+00:00     3944   exposure   \n",
-       "19  2023-07-29T11:36:35.974000+00:00     3944   exposure   \n",
-       "20  2023-07-29T11:07:54.564000+00:00     3944   exposure   \n",
-       "21  2023-07-27T10:53:57.778000+00:00     3944   exposure   \n",
-       "22  2023-07-27T10:56:04.654000+00:00     3944   exposure   \n",
-       "23  2023-07-27T10:58:11.748000+00:00     3944   exposure   \n",
-       "24  2023-07-27T11:00:18.851000+00:00     3944   exposure   \n",
-       "25  2023-07-27T11:02:25.732000+00:00     3944   exposure   \n",
+       "                            utctime    fieldid image_type  \\\n",
+       "0  2024-02-25T15:05:12.022000+00:00  999999999   exposure   \n",
+       "1  2024-02-25T15:07:18.828000+00:00  999999999   exposure   \n",
+       "2  2024-02-25T15:09:27.282000+00:00  999999999   exposure   \n",
+       "3  2024-02-25T15:11:33.850000+00:00  999999999   exposure   \n",
+       "4  2024-02-25T15:13:39.990000+00:00  999999999   exposure   \n",
+       "5  2024-02-25T15:15:46.646000+00:00  999999999   exposure   \n",
+       "6  2024-02-25T15:17:53.285000+00:00  999999999   exposure   \n",
+       "7  2024-02-25T15:20:00.358000+00:00  999999999   exposure   \n",
        "\n",
-       "                                             savepath  \n",
-       "0                                                None  \n",
-       "1                                                None  \n",
-       "2                                                None  \n",
-       "3                                                None  \n",
-       "4                                                None  \n",
-       "5                                                None  \n",
-       "6                                                None  \n",
-       "7                                                None  \n",
-       "8                                                None  \n",
-       "9                                                None  \n",
-       "10                                               None  \n",
-       "11                                               None  \n",
-       "12                                               None  \n",
-       "13                                               None  \n",
-       "14                                               None  \n",
-       "15                                               None  \n",
-       "16                                               None  \n",
-       "17                                               None  \n",
-       "18                                               None  \n",
-       "19                                               None  \n",
-       "20                                               None  \n",
-       "21  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "22  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "23  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "24  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "25  /Users/robertstein/Data/winter/20230726/raw/WI...  "
+       "                                            savepath lastmodified pipeversion  \n",
+       "0  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "1  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "2  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "3  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "4  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "5  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "6  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "7  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  "
       ]
      },
-     "execution_count": 15,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1106,7 +936,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 15,
    "id": "882eb586",
    "metadata": {},
    "outputs": [
@@ -1114,33 +944,32 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Querying images for 2023A002 between 20230701 and 20240206 of type 'stack', with RA between 32.0 and 33.0 and Dec between -3.0 and -2.0\n",
-      "program_name='2023A002' start_date=20230701 end_date=20240206 kind='stack' ra_min=32.0 ra_max=33.0 dec_min=-3.0 dec_max=-2.0\n"
+      "Querying images for 2024A000 between 20240101 and 20240301 of type 'stack', with RA between 146.0 and 147.0 and Dec between -5.0 and -4.0\n"
      ]
     }
    ],
    "source": [
     "res, images = winter.query_images_by_rectangle(\n",
-    "    program_name, start_date=\"20230701\",\n",
-    "    ra_min_deg = 32., ra_max_deg=33., \n",
-    "    dec_min_deg = -3., dec_max_deg = -2.,\n",
+    "    program_name, start_date=start_date, end_date=end_date,\n",
+    "    ra_min_deg = 146., ra_max_deg=147.,\n",
+    "    dec_min_deg = -5., dec_max_deg = -4.,\n",
     "    image_type=\"stack\"\n",
     ")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 16,
    "id": "f0a2561b",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "'Request passed validation! Found 2 images.'"
+       "'Request passed validation! Found 1 images.'"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1151,7 +980,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 17,
    "id": "a634f907",
    "metadata": {},
    "outputs": [
@@ -1186,54 +1015,42 @@
        "      <th>fieldid</th>\n",
        "      <th>image_type</th>\n",
        "      <th>savepath</th>\n",
+       "      <th>lastmodified</th>\n",
+       "      <th>pipeversion</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>32.402744</td>\n",
-       "      <td>-2.038495</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2023-07-29T17:26:45.891000+00:00</td>\n",
-       "      <td>21155</td>\n",
-       "      <td>stack</td>\n",
-       "      <td>/data/loki/data/winter/20230728/final/WINTERca...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-29</td>\n",
-       "      <td>None</td>\n",
-       "      <td>32.414180</td>\n",
-       "      <td>-2.374698</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2023-07-29T17:24:38.502000+00:00</td>\n",
-       "      <td>21155</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-12</td>\n",
+       "      <td>ZTF24aaecooj</td>\n",
+       "      <td>146.3724</td>\n",
+       "      <td>-4.437986</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-12T12:52:16.785000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>stack</td>\n",
-       "      <td>/data/loki/data/winter/20230728/final/WINTERca...</td>\n",
+       "      <td>/data/loki/data/winter/20240211/final/WINTERca...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "   progname   nightdate targname         ra       dec  fid  \\\n",
-       "0  2023A002  2023-07-29     None  32.402744 -2.038495    1   \n",
-       "1  2023A002  2023-07-29     None  32.414180 -2.374698    1   \n",
+       "   progname   nightdate      targname        ra       dec  fid  \\\n",
+       "0  2024A000  2024-02-12  ZTF24aaecooj  146.3724 -4.437986    2   \n",
        "\n",
-       "                            utctime  fieldid image_type  \\\n",
-       "0  2023-07-29T17:26:45.891000+00:00    21155      stack   \n",
-       "1  2023-07-29T17:24:38.502000+00:00    21155      stack   \n",
+       "                            utctime    fieldid image_type  \\\n",
+       "0  2024-02-12T12:52:16.785000+00:00  999999999      stack   \n",
        "\n",
-       "                                            savepath  \n",
-       "0  /data/loki/data/winter/20230728/final/WINTERca...  \n",
-       "1  /data/loki/data/winter/20230728/final/WINTERca...  "
+       "                                            savepath lastmodified pipeversion  \n",
+       "0  /data/loki/data/winter/20240211/final/WINTERca...         None        None  "
       ]
      },
-     "execution_count": 18,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1266,9 +1083,17 @@
     "## Exposure"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "312ae11a",
+   "metadata": {},
+   "source": [
+    "An exposure is the original image as obtained directly from the telescope."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 18,
    "id": "738dc40b",
    "metadata": {},
    "outputs": [
@@ -1276,8 +1101,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Querying images for 2023A002 between 20230721 and 20230730 of type 'exposure', with name SN2023ixf\n",
-      "program_name='2023A002' start_date=20230721 end_date=20230730 kind='exposure' target_name='SN2023ixf'\n"
+      "Querying images for 2024A000 between 20240101 and 20240301 of type 'exposure', with name ZTF24aaahxwr\n"
      ]
     },
     {
@@ -1311,102 +1135,168 @@
        "      <th>fieldid</th>\n",
        "      <th>image_type</th>\n",
        "      <th>savepath</th>\n",
+       "      <th>lastmodified</th>\n",
+       "      <th>pipeversion</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.564014</td>\n",
-       "      <td>54.000018</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:53:57.778000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959558</td>\n",
+       "      <td>17.821544</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:05:12.022000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.603932</td>\n",
-       "      <td>53.980763</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:56:04.654000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955612</td>\n",
+       "      <td>17.827066</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:07:18.828000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.600961</td>\n",
-       "      <td>53.953119</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:58:11.748000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959431</td>\n",
+       "      <td>17.827930</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:09:27.282000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.484563</td>\n",
-       "      <td>53.959085</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T11:00:18.851000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.960072</td>\n",
+       "      <td>17.827518</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:11:33.850000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.463750</td>\n",
-       "      <td>53.989283</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T11:02:25.732000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962810</td>\n",
+       "      <td>17.828061</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962152</td>\n",
+       "      <td>17.825389</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:15:46.646000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955162</td>\n",
+       "      <td>17.826848</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:17:53.285000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>exposure</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959309</td>\n",
+       "      <td>17.825813</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:20:00.358000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>exposure</td>\n",
-       "      <td>/Users/robertstein/Data/winter/20230726/raw/WI...</td>\n",
+       "      <td>/data/loki/raw_data/winter/20240224/raw/WINTER...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "   progname   nightdate   targname          ra        dec  fid  \\\n",
-       "0  2023A002  2023-07-27  SN2023ixf  211.564014  54.000018    2   \n",
-       "1  2023A002  2023-07-27  SN2023ixf  211.603932  53.980763    2   \n",
-       "2  2023A002  2023-07-27  SN2023ixf  211.600961  53.953119    2   \n",
-       "3  2023A002  2023-07-27  SN2023ixf  211.484563  53.959085    2   \n",
-       "4  2023A002  2023-07-27  SN2023ixf  211.463750  53.989283    2   \n",
+       "   progname   nightdate      targname          ra        dec  fid  \\\n",
+       "0  2024A000  2024-02-25  ZTF24aaahxwr  150.959558  17.821544    2   \n",
+       "1  2024A000  2024-02-25  ZTF24aaahxwr  150.955612  17.827066    2   \n",
+       "2  2024A000  2024-02-25  ZTF24aaahxwr  150.959431  17.827930    2   \n",
+       "3  2024A000  2024-02-25  ZTF24aaahxwr  150.960072  17.827518    2   \n",
+       "4  2024A000  2024-02-25  ZTF24aaahxwr  150.962810  17.828061    2   \n",
+       "5  2024A000  2024-02-25  ZTF24aaahxwr  150.962152  17.825389    2   \n",
+       "6  2024A000  2024-02-25  ZTF24aaahxwr  150.955162  17.826848    2   \n",
+       "7  2024A000  2024-02-25  ZTF24aaahxwr  150.959309  17.825813    2   \n",
        "\n",
-       "                            utctime  fieldid image_type  \\\n",
-       "0  2023-07-27T10:53:57.778000+00:00     3944   exposure   \n",
-       "1  2023-07-27T10:56:04.654000+00:00     3944   exposure   \n",
-       "2  2023-07-27T10:58:11.748000+00:00     3944   exposure   \n",
-       "3  2023-07-27T11:00:18.851000+00:00     3944   exposure   \n",
-       "4  2023-07-27T11:02:25.732000+00:00     3944   exposure   \n",
+       "                            utctime    fieldid image_type  \\\n",
+       "0  2024-02-25T15:05:12.022000+00:00  999999999   exposure   \n",
+       "1  2024-02-25T15:07:18.828000+00:00  999999999   exposure   \n",
+       "2  2024-02-25T15:09:27.282000+00:00  999999999   exposure   \n",
+       "3  2024-02-25T15:11:33.850000+00:00  999999999   exposure   \n",
+       "4  2024-02-25T15:13:39.990000+00:00  999999999   exposure   \n",
+       "5  2024-02-25T15:15:46.646000+00:00  999999999   exposure   \n",
+       "6  2024-02-25T15:17:53.285000+00:00  999999999   exposure   \n",
+       "7  2024-02-25T15:20:00.358000+00:00  999999999   exposure   \n",
        "\n",
-       "                                            savepath  \n",
-       "0  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "1  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "2  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "3  /Users/robertstein/Data/winter/20230726/raw/WI...  \n",
-       "4  /Users/robertstein/Data/winter/20230726/raw/WI...  "
+       "                                            savepath lastmodified pipeversion  \n",
+       "0  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "1  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "2  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "3  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "4  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "5  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "6  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  \n",
+       "7  /data/loki/raw_data/winter/20240224/raw/WINTER...         None        None  "
       ]
      },
-     "execution_count": 19,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1424,9 +1314,17 @@
     "## Raw"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "50bb7720",
+   "metadata": {},
+   "source": [
+    "A raw image is an image after basic WINTER-specfic masking and image splitting has been applied. Each WINTER detector has its own raw image, so there are six raw images per exposure."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 19,
    "id": "c73fa604",
    "metadata": {},
    "outputs": [
@@ -1434,8 +1332,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Querying images for 2023A002 between 20230721 and 20230730 of type 'raw', with name SN2023ixf\n",
-      "program_name='2023A002' start_date=20230721 end_date=20230730 kind='raw' target_name='SN2023ixf'\n"
+      "Querying images for 2024A000 between 20240101 and 20240301 of type 'raw', with name ZTF24aaahxwr\n"
      ]
     },
     {
@@ -1469,102 +1366,888 @@
        "      <th>fieldid</th>\n",
        "      <th>image_type</th>\n",
        "      <th>savepath</th>\n",
+       "      <th>lastmodified</th>\n",
+       "      <th>pipeversion</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.564014</td>\n",
-       "      <td>54.000018</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:53:57.778000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959558</td>\n",
+       "      <td>17.821544</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:05:12.022000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>raw</td>\n",
-       "      <td>/data/loki/data/winter/20230726/raw_unpacked/W...</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.603932</td>\n",
-       "      <td>53.980763</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:56:04.654000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962810</td>\n",
+       "      <td>17.828061</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>raw</td>\n",
-       "      <td>/data/loki/data/winter/20230726/raw_unpacked/W...</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.600961</td>\n",
-       "      <td>53.953119</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:58:11.748000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962810</td>\n",
+       "      <td>17.828061</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>raw</td>\n",
-       "      <td>/data/loki/data/winter/20230726/raw_unpacked/W...</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.463750</td>\n",
-       "      <td>53.989283</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T11:02:25.732000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962810</td>\n",
+       "      <td>17.828061</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>raw</td>\n",
-       "      <td>/data/loki/data/winter/20230726/raw_unpacked/W...</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.484563</td>\n",
-       "      <td>53.959085</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T11:00:18.851000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962810</td>\n",
+       "      <td>17.828061</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>raw</td>\n",
-       "      <td>/data/loki/data/winter/20230726/raw_unpacked/W...</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962152</td>\n",
+       "      <td>17.825389</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:15:46.646000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962152</td>\n",
+       "      <td>17.825389</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:15:46.646000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962152</td>\n",
+       "      <td>17.825389</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:15:46.646000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962152</td>\n",
+       "      <td>17.825389</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:15:46.646000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962152</td>\n",
+       "      <td>17.825389</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:15:46.646000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955162</td>\n",
+       "      <td>17.826848</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:17:53.285000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955162</td>\n",
+       "      <td>17.826848</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:17:53.285000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955162</td>\n",
+       "      <td>17.826848</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:17:53.285000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955162</td>\n",
+       "      <td>17.826848</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:17:53.285000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955162</td>\n",
+       "      <td>17.826848</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:17:53.285000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959309</td>\n",
+       "      <td>17.825813</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:20:00.358000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959309</td>\n",
+       "      <td>17.825813</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:20:00.358000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959309</td>\n",
+       "      <td>17.825813</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:20:00.358000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959309</td>\n",
+       "      <td>17.825813</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:20:00.358000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959309</td>\n",
+       "      <td>17.825813</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:20:00.358000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962810</td>\n",
+       "      <td>17.828061</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962152</td>\n",
+       "      <td>17.825389</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:15:46.646000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955162</td>\n",
+       "      <td>17.826848</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:17:53.285000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959309</td>\n",
+       "      <td>17.825813</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:20:00.358000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959558</td>\n",
+       "      <td>17.821544</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:05:12.022000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959558</td>\n",
+       "      <td>17.821544</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:05:12.022000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959558</td>\n",
+       "      <td>17.821544</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:05:12.022000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959558</td>\n",
+       "      <td>17.821544</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:05:12.022000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959558</td>\n",
+       "      <td>17.821544</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:05:12.022000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955612</td>\n",
+       "      <td>17.827066</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:07:18.828000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955612</td>\n",
+       "      <td>17.827066</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:07:18.828000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955612</td>\n",
+       "      <td>17.827066</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:07:18.828000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955612</td>\n",
+       "      <td>17.827066</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:07:18.828000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955612</td>\n",
+       "      <td>17.827066</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:07:18.828000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955612</td>\n",
+       "      <td>17.827066</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:07:18.828000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959431</td>\n",
+       "      <td>17.827930</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:09:27.282000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959431</td>\n",
+       "      <td>17.827930</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:09:27.282000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959431</td>\n",
+       "      <td>17.827930</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:09:27.282000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959431</td>\n",
+       "      <td>17.827930</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:09:27.282000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959431</td>\n",
+       "      <td>17.827930</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:09:27.282000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959431</td>\n",
+       "      <td>17.827930</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:09:27.282000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.960072</td>\n",
+       "      <td>17.827518</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:11:33.850000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.960072</td>\n",
+       "      <td>17.827518</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:11:33.850000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.960072</td>\n",
+       "      <td>17.827518</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:11:33.850000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.960072</td>\n",
+       "      <td>17.827518</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:11:33.850000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.960072</td>\n",
+       "      <td>17.827518</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:11:33.850000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.960072</td>\n",
+       "      <td>17.827518</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:11:33.850000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962810</td>\n",
+       "      <td>17.828061</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>raw</td>\n",
+       "      <td>/data/loki/data/winter/20240224/raw_unpacked/W...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
       "text/plain": [
-       "   progname   nightdate   targname          ra        dec  fid  \\\n",
-       "0  2023A002  2023-07-27  SN2023ixf  211.564014  54.000018    2   \n",
-       "1  2023A002  2023-07-27  SN2023ixf  211.603932  53.980763    2   \n",
-       "2  2023A002  2023-07-27  SN2023ixf  211.600961  53.953119    2   \n",
-       "3  2023A002  2023-07-27  SN2023ixf  211.463750  53.989283    2   \n",
-       "4  2023A002  2023-07-27  SN2023ixf  211.484563  53.959085    2   \n",
+       "    progname   nightdate      targname          ra        dec  fid  \\\n",
+       "0   2024A000  2024-02-25  ZTF24aaahxwr  150.959558  17.821544    2   \n",
+       "1   2024A000  2024-02-25  ZTF24aaahxwr  150.962810  17.828061    2   \n",
+       "2   2024A000  2024-02-25  ZTF24aaahxwr  150.962810  17.828061    2   \n",
+       "3   2024A000  2024-02-25  ZTF24aaahxwr  150.962810  17.828061    2   \n",
+       "4   2024A000  2024-02-25  ZTF24aaahxwr  150.962810  17.828061    2   \n",
+       "5   2024A000  2024-02-25  ZTF24aaahxwr  150.962152  17.825389    2   \n",
+       "6   2024A000  2024-02-25  ZTF24aaahxwr  150.962152  17.825389    2   \n",
+       "7   2024A000  2024-02-25  ZTF24aaahxwr  150.962152  17.825389    2   \n",
+       "8   2024A000  2024-02-25  ZTF24aaahxwr  150.962152  17.825389    2   \n",
+       "9   2024A000  2024-02-25  ZTF24aaahxwr  150.962152  17.825389    2   \n",
+       "10  2024A000  2024-02-25  ZTF24aaahxwr  150.955162  17.826848    2   \n",
+       "11  2024A000  2024-02-25  ZTF24aaahxwr  150.955162  17.826848    2   \n",
+       "12  2024A000  2024-02-25  ZTF24aaahxwr  150.955162  17.826848    2   \n",
+       "13  2024A000  2024-02-25  ZTF24aaahxwr  150.955162  17.826848    2   \n",
+       "14  2024A000  2024-02-25  ZTF24aaahxwr  150.955162  17.826848    2   \n",
+       "15  2024A000  2024-02-25  ZTF24aaahxwr  150.959309  17.825813    2   \n",
+       "16  2024A000  2024-02-25  ZTF24aaahxwr  150.959309  17.825813    2   \n",
+       "17  2024A000  2024-02-25  ZTF24aaahxwr  150.959309  17.825813    2   \n",
+       "18  2024A000  2024-02-25  ZTF24aaahxwr  150.959309  17.825813    2   \n",
+       "19  2024A000  2024-02-25  ZTF24aaahxwr  150.959309  17.825813    2   \n",
+       "20  2024A000  2024-02-25  ZTF24aaahxwr  150.962810  17.828061    2   \n",
+       "21  2024A000  2024-02-25  ZTF24aaahxwr  150.962152  17.825389    2   \n",
+       "22  2024A000  2024-02-25  ZTF24aaahxwr  150.955162  17.826848    2   \n",
+       "23  2024A000  2024-02-25  ZTF24aaahxwr  150.959309  17.825813    2   \n",
+       "24  2024A000  2024-02-25  ZTF24aaahxwr  150.959558  17.821544    2   \n",
+       "25  2024A000  2024-02-25  ZTF24aaahxwr  150.959558  17.821544    2   \n",
+       "26  2024A000  2024-02-25  ZTF24aaahxwr  150.959558  17.821544    2   \n",
+       "27  2024A000  2024-02-25  ZTF24aaahxwr  150.959558  17.821544    2   \n",
+       "28  2024A000  2024-02-25  ZTF24aaahxwr  150.959558  17.821544    2   \n",
+       "29  2024A000  2024-02-25  ZTF24aaahxwr  150.955612  17.827066    2   \n",
+       "30  2024A000  2024-02-25  ZTF24aaahxwr  150.955612  17.827066    2   \n",
+       "31  2024A000  2024-02-25  ZTF24aaahxwr  150.955612  17.827066    2   \n",
+       "32  2024A000  2024-02-25  ZTF24aaahxwr  150.955612  17.827066    2   \n",
+       "33  2024A000  2024-02-25  ZTF24aaahxwr  150.955612  17.827066    2   \n",
+       "34  2024A000  2024-02-25  ZTF24aaahxwr  150.955612  17.827066    2   \n",
+       "35  2024A000  2024-02-25  ZTF24aaahxwr  150.959431  17.827930    2   \n",
+       "36  2024A000  2024-02-25  ZTF24aaahxwr  150.959431  17.827930    2   \n",
+       "37  2024A000  2024-02-25  ZTF24aaahxwr  150.959431  17.827930    2   \n",
+       "38  2024A000  2024-02-25  ZTF24aaahxwr  150.959431  17.827930    2   \n",
+       "39  2024A000  2024-02-25  ZTF24aaahxwr  150.959431  17.827930    2   \n",
+       "40  2024A000  2024-02-25  ZTF24aaahxwr  150.959431  17.827930    2   \n",
+       "41  2024A000  2024-02-25  ZTF24aaahxwr  150.960072  17.827518    2   \n",
+       "42  2024A000  2024-02-25  ZTF24aaahxwr  150.960072  17.827518    2   \n",
+       "43  2024A000  2024-02-25  ZTF24aaahxwr  150.960072  17.827518    2   \n",
+       "44  2024A000  2024-02-25  ZTF24aaahxwr  150.960072  17.827518    2   \n",
+       "45  2024A000  2024-02-25  ZTF24aaahxwr  150.960072  17.827518    2   \n",
+       "46  2024A000  2024-02-25  ZTF24aaahxwr  150.960072  17.827518    2   \n",
+       "47  2024A000  2024-02-25  ZTF24aaahxwr  150.962810  17.828061    2   \n",
        "\n",
-       "                            utctime  fieldid image_type  \\\n",
-       "0  2023-07-27T10:53:57.778000+00:00     3944        raw   \n",
-       "1  2023-07-27T10:56:04.654000+00:00     3944        raw   \n",
-       "2  2023-07-27T10:58:11.748000+00:00     3944        raw   \n",
-       "3  2023-07-27T11:02:25.732000+00:00     3944        raw   \n",
-       "4  2023-07-27T11:00:18.851000+00:00     3944        raw   \n",
+       "                             utctime    fieldid image_type  \\\n",
+       "0   2024-02-25T15:05:12.022000+00:00  999999999        raw   \n",
+       "1   2024-02-25T15:13:39.990000+00:00  999999999        raw   \n",
+       "2   2024-02-25T15:13:39.990000+00:00  999999999        raw   \n",
+       "3   2024-02-25T15:13:39.990000+00:00  999999999        raw   \n",
+       "4   2024-02-25T15:13:39.990000+00:00  999999999        raw   \n",
+       "5   2024-02-25T15:15:46.646000+00:00  999999999        raw   \n",
+       "6   2024-02-25T15:15:46.646000+00:00  999999999        raw   \n",
+       "7   2024-02-25T15:15:46.646000+00:00  999999999        raw   \n",
+       "8   2024-02-25T15:15:46.646000+00:00  999999999        raw   \n",
+       "9   2024-02-25T15:15:46.646000+00:00  999999999        raw   \n",
+       "10  2024-02-25T15:17:53.285000+00:00  999999999        raw   \n",
+       "11  2024-02-25T15:17:53.285000+00:00  999999999        raw   \n",
+       "12  2024-02-25T15:17:53.285000+00:00  999999999        raw   \n",
+       "13  2024-02-25T15:17:53.285000+00:00  999999999        raw   \n",
+       "14  2024-02-25T15:17:53.285000+00:00  999999999        raw   \n",
+       "15  2024-02-25T15:20:00.358000+00:00  999999999        raw   \n",
+       "16  2024-02-25T15:20:00.358000+00:00  999999999        raw   \n",
+       "17  2024-02-25T15:20:00.358000+00:00  999999999        raw   \n",
+       "18  2024-02-25T15:20:00.358000+00:00  999999999        raw   \n",
+       "19  2024-02-25T15:20:00.358000+00:00  999999999        raw   \n",
+       "20  2024-02-25T15:13:39.990000+00:00  999999999        raw   \n",
+       "21  2024-02-25T15:15:46.646000+00:00  999999999        raw   \n",
+       "22  2024-02-25T15:17:53.285000+00:00  999999999        raw   \n",
+       "23  2024-02-25T15:20:00.358000+00:00  999999999        raw   \n",
+       "24  2024-02-25T15:05:12.022000+00:00  999999999        raw   \n",
+       "25  2024-02-25T15:05:12.022000+00:00  999999999        raw   \n",
+       "26  2024-02-25T15:05:12.022000+00:00  999999999        raw   \n",
+       "27  2024-02-25T15:05:12.022000+00:00  999999999        raw   \n",
+       "28  2024-02-25T15:05:12.022000+00:00  999999999        raw   \n",
+       "29  2024-02-25T15:07:18.828000+00:00  999999999        raw   \n",
+       "30  2024-02-25T15:07:18.828000+00:00  999999999        raw   \n",
+       "31  2024-02-25T15:07:18.828000+00:00  999999999        raw   \n",
+       "32  2024-02-25T15:07:18.828000+00:00  999999999        raw   \n",
+       "33  2024-02-25T15:07:18.828000+00:00  999999999        raw   \n",
+       "34  2024-02-25T15:07:18.828000+00:00  999999999        raw   \n",
+       "35  2024-02-25T15:09:27.282000+00:00  999999999        raw   \n",
+       "36  2024-02-25T15:09:27.282000+00:00  999999999        raw   \n",
+       "37  2024-02-25T15:09:27.282000+00:00  999999999        raw   \n",
+       "38  2024-02-25T15:09:27.282000+00:00  999999999        raw   \n",
+       "39  2024-02-25T15:09:27.282000+00:00  999999999        raw   \n",
+       "40  2024-02-25T15:09:27.282000+00:00  999999999        raw   \n",
+       "41  2024-02-25T15:11:33.850000+00:00  999999999        raw   \n",
+       "42  2024-02-25T15:11:33.850000+00:00  999999999        raw   \n",
+       "43  2024-02-25T15:11:33.850000+00:00  999999999        raw   \n",
+       "44  2024-02-25T15:11:33.850000+00:00  999999999        raw   \n",
+       "45  2024-02-25T15:11:33.850000+00:00  999999999        raw   \n",
+       "46  2024-02-25T15:11:33.850000+00:00  999999999        raw   \n",
+       "47  2024-02-25T15:13:39.990000+00:00  999999999        raw   \n",
        "\n",
-       "                                            savepath  \n",
-       "0  /data/loki/data/winter/20230726/raw_unpacked/W...  \n",
-       "1  /data/loki/data/winter/20230726/raw_unpacked/W...  \n",
-       "2  /data/loki/data/winter/20230726/raw_unpacked/W...  \n",
-       "3  /data/loki/data/winter/20230726/raw_unpacked/W...  \n",
-       "4  /data/loki/data/winter/20230726/raw_unpacked/W...  "
+       "                                             savepath lastmodified pipeversion  \n",
+       "0   /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "1   /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "2   /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "3   /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "4   /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "5   /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "6   /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "7   /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "8   /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "9   /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "10  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "11  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "12  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "13  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "14  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "15  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "16  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "17  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "18  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "19  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "20  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "21  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "22  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "23  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "24  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "25  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "26  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "27  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "28  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "29  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "30  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "31  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "32  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "33  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "34  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "35  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "36  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "37  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "38  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "39  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "40  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "41  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "42  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "43  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "44  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "45  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "46  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  \n",
+       "47  /data/loki/data/winter/20240224/raw_unpacked/W...         None        None  "
       ]
      },
-     "execution_count": 20,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1582,9 +2265,19 @@
     "## Science"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "5b0b91c4",
+   "metadata": {},
+   "source": [
+    "A science image is a single calibrated image. Each science image is tied to a single parent raw image. \n",
+    "Science images are dark-calibrated, flat-calibrated, and astrometric calibration has veen appplied. \n",
+    "Science images do NOT have photometric calibration performed."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 20,
    "id": "a6c2499a",
    "metadata": {},
    "outputs": [
@@ -1592,8 +2285,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Querying images for 2023A002 between 20230721 and 20230730 of type 'science', with name SN2023ixf\n",
-      "program_name='2023A002' start_date=20230721 end_date=20230730 kind='science' target_name='SN2023ixf'\n"
+      "Querying images for 2024A000 between 20240101 and 20240301 of type 'science', with name ZTF24aaahxwr\n"
      ]
     },
     {
@@ -1627,102 +2319,96 @@
        "      <th>fieldid</th>\n",
        "      <th>image_type</th>\n",
        "      <th>savepath</th>\n",
+       "      <th>lastmodified</th>\n",
+       "      <th>pipeversion</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.603932</td>\n",
-       "      <td>53.980763</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:56:04.654000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962810</td>\n",
+       "      <td>17.828061</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>science</td>\n",
-       "      <td>/data/loki/data/winter/20230726/post_scamp/WIN...</td>\n",
+       "      <td>/data/loki/data/winter/20240224/astrostats/tem...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.600961</td>\n",
-       "      <td>53.953119</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:58:11.748000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.962152</td>\n",
+       "      <td>17.825389</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:15:46.646000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>science</td>\n",
-       "      <td>/data/loki/data/winter/20230726/post_scamp/WIN...</td>\n",
+       "      <td>/data/loki/data/winter/20240224/astrostats/tem...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.564014</td>\n",
-       "      <td>54.000018</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:53:57.778000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.955162</td>\n",
+       "      <td>17.826848</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:17:53.285000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>science</td>\n",
-       "      <td>/data/loki/data/winter/20230726/post_scamp/WIN...</td>\n",
+       "      <td>/data/loki/data/winter/20240224/astrostats/tem...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.484563</td>\n",
-       "      <td>53.959085</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T11:00:18.851000+00:00</td>\n",
-       "      <td>3944</td>\n",
-       "      <td>science</td>\n",
-       "      <td>/data/loki/data/winter/20230726/post_scamp/WIN...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>211.463750</td>\n",
-       "      <td>53.989283</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T11:02:25.732000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>150.959309</td>\n",
+       "      <td>17.825813</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:20:00.358000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>science</td>\n",
-       "      <td>/data/loki/data/winter/20230726/post_scamp/WIN...</td>\n",
+       "      <td>/data/loki/data/winter/20240224/astrostats/tem...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "   progname   nightdate   targname          ra        dec  fid  \\\n",
-       "0  2023A002  2023-07-27  SN2023ixf  211.603932  53.980763    2   \n",
-       "1  2023A002  2023-07-27  SN2023ixf  211.600961  53.953119    2   \n",
-       "2  2023A002  2023-07-27  SN2023ixf  211.564014  54.000018    2   \n",
-       "3  2023A002  2023-07-27  SN2023ixf  211.484563  53.959085    2   \n",
-       "4  2023A002  2023-07-27  SN2023ixf  211.463750  53.989283    2   \n",
+       "   progname   nightdate      targname          ra        dec  fid  \\\n",
+       "0  2024A000  2024-02-25  ZTF24aaahxwr  150.962810  17.828061    2   \n",
+       "1  2024A000  2024-02-25  ZTF24aaahxwr  150.962152  17.825389    2   \n",
+       "2  2024A000  2024-02-25  ZTF24aaahxwr  150.955162  17.826848    2   \n",
+       "3  2024A000  2024-02-25  ZTF24aaahxwr  150.959309  17.825813    2   \n",
        "\n",
-       "                            utctime  fieldid image_type  \\\n",
-       "0  2023-07-27T10:56:04.654000+00:00     3944    science   \n",
-       "1  2023-07-27T10:58:11.748000+00:00     3944    science   \n",
-       "2  2023-07-27T10:53:57.778000+00:00     3944    science   \n",
-       "3  2023-07-27T11:00:18.851000+00:00     3944    science   \n",
-       "4  2023-07-27T11:02:25.732000+00:00     3944    science   \n",
+       "                            utctime    fieldid image_type  \\\n",
+       "0  2024-02-25T15:13:39.990000+00:00  999999999    science   \n",
+       "1  2024-02-25T15:15:46.646000+00:00  999999999    science   \n",
+       "2  2024-02-25T15:17:53.285000+00:00  999999999    science   \n",
+       "3  2024-02-25T15:20:00.358000+00:00  999999999    science   \n",
        "\n",
-       "                                            savepath  \n",
-       "0  /data/loki/data/winter/20230726/post_scamp/WIN...  \n",
-       "1  /data/loki/data/winter/20230726/post_scamp/WIN...  \n",
-       "2  /data/loki/data/winter/20230726/post_scamp/WIN...  \n",
-       "3  /data/loki/data/winter/20230726/post_scamp/WIN...  \n",
-       "4  /data/loki/data/winter/20230726/post_scamp/WIN...  "
+       "                                            savepath lastmodified pipeversion  \n",
+       "0  /data/loki/data/winter/20240224/astrostats/tem...         None        None  \n",
+       "1  /data/loki/data/winter/20240224/astrostats/tem...         None        None  \n",
+       "2  /data/loki/data/winter/20240224/astrostats/tem...         None        None  \n",
+       "3  /data/loki/data/winter/20240224/astrostats/tem...         None        None  "
       ]
      },
-     "execution_count": 21,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1740,9 +2426,18 @@
     "## Stack"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "5b9f27d1",
+   "metadata": {},
+   "source": [
+    "A stack image is a stack of all science images in a dither set for a single WINTER detector. They are photometrically calibrated.\n",
+    "Each stack will thus have several parent exposures, and each exposure will be used in up to six stacks."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 21,
    "id": "c512205e",
    "metadata": {},
    "outputs": [
@@ -1750,8 +2445,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Querying images for 2023A002 between 20230721 and 20230730 of type 'stack', with name SN2023ixf\n",
-      "program_name='2023A002' start_date=20230721 end_date=20230730 kind='stack' target_name='SN2023ixf'\n"
+      "Querying images for 2024A000 between 20240101 and 20240301 of type 'stack', with name ZTF24aaahxwr\n"
      ]
     },
     {
@@ -1785,38 +2479,42 @@
        "      <th>fieldid</th>\n",
        "      <th>image_type</th>\n",
        "      <th>savepath</th>\n",
+       "      <th>lastmodified</th>\n",
+       "      <th>pipeversion</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2023A002</td>\n",
-       "      <td>2023-07-27</td>\n",
-       "      <td>SN2023ixf</td>\n",
-       "      <td>210.9419</td>\n",
-       "      <td>54.262352</td>\n",
-       "      <td>2</td>\n",
-       "      <td>2023-07-27T10:53:57.778000+00:00</td>\n",
-       "      <td>3944</td>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>151.28848</td>\n",
+       "      <td>17.529896</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
        "      <td>stack</td>\n",
-       "      <td>/data/loki/data/winter/20230726/final/WINTERca...</td>\n",
+       "      <td>/data/loki/data/winter/20240224/final/WINTERca...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "   progname   nightdate   targname        ra        dec  fid  \\\n",
-       "0  2023A002  2023-07-27  SN2023ixf  210.9419  54.262352    2   \n",
+       "   progname   nightdate      targname         ra        dec  fid  \\\n",
+       "0  2024A000  2024-02-25  ZTF24aaahxwr  151.28848  17.529896    2   \n",
        "\n",
-       "                            utctime  fieldid image_type  \\\n",
-       "0  2023-07-27T10:53:57.778000+00:00     3944      stack   \n",
+       "                            utctime    fieldid image_type  \\\n",
+       "0  2024-02-25T15:13:39.990000+00:00  999999999      stack   \n",
        "\n",
-       "                                            savepath  \n",
-       "0  /data/loki/data/winter/20230726/final/WINTERca...  "
+       "                                            savepath lastmodified pipeversion  \n",
+       "0  /data/loki/data/winter/20240224/final/WINTERca...         None        None  "
       ]
      },
-     "execution_count": 23,
+     "execution_count": 21,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1834,9 +2532,17 @@
     "## Diff"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "e06c6394",
+   "metadata": {},
+   "source": [
+    "A diff image is a subtraction image generated one stack image."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 22,
    "id": "29c53ab5",
    "metadata": {},
    "outputs": [
@@ -1844,8 +2550,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Querying images for 2023A002 between 20230721 and 20230730 of type 'diff', with name SN2023ixf\n",
-      "program_name='2023A002' start_date=20230721 end_date=20230730 kind='diff' target_name='SN2023ixf'\n"
+      "Querying images for 2024A000 between 20240101 and 20240301 of type 'diff', with name ZTF24aaahxwr\n"
      ]
     },
     {
@@ -1879,20 +2584,42 @@
        "      <th>fieldid</th>\n",
        "      <th>image_type</th>\n",
        "      <th>savepath</th>\n",
+       "      <th>lastmodified</th>\n",
+       "      <th>pipeversion</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>151.28848</td>\n",
+       "      <td>17.529896</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>diff</td>\n",
+       "      <td>/data/loki/data/winter/20240224/diffs/WINTERca...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "Empty DataFrame\n",
-       "Columns: [progname, nightdate, targname, ra, dec, fid, utctime, fieldid, image_type, savepath]\n",
-       "Index: []"
+       "   progname   nightdate      targname         ra        dec  fid  \\\n",
+       "0  2024A000  2024-02-25  ZTF24aaahxwr  151.28848  17.529896    2   \n",
+       "\n",
+       "                            utctime    fieldid image_type  \\\n",
+       "0  2024-02-25T15:13:39.990000+00:00  999999999       diff   \n",
+       "\n",
+       "                                            savepath lastmodified pipeversion  \n",
+       "0  /data/loki/data/winter/20240224/diffs/WINTERca...         None        None  "
       ]
      },
-     "execution_count": 24,
+     "execution_count": 22,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1902,13 +2629,112 @@
     "images"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "0b1dda1d",
+   "metadata": {},
+   "source": [
+    "## Avro"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f19d84b5",
+   "metadata": {},
+   "source": [
+    "An Avro file corresponds to all sources detected in a single difference image. \n",
+    "Each avro file will contain many individual alerts, corresponding to all recovered sources.\n",
+    "Each alert will include three cutouts (stack, diff and reference)."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "88983a1c",
+   "execution_count": 23,
+   "id": "eff13501",
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Querying images for 2024A000 between 20240101 and 20240301 of type 'avro', with name ZTF24aaahxwr\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>progname</th>\n",
+       "      <th>nightdate</th>\n",
+       "      <th>targname</th>\n",
+       "      <th>ra</th>\n",
+       "      <th>dec</th>\n",
+       "      <th>fid</th>\n",
+       "      <th>utctime</th>\n",
+       "      <th>fieldid</th>\n",
+       "      <th>image_type</th>\n",
+       "      <th>savepath</th>\n",
+       "      <th>lastmodified</th>\n",
+       "      <th>pipeversion</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2024A000</td>\n",
+       "      <td>2024-02-25</td>\n",
+       "      <td>ZTF24aaahxwr</td>\n",
+       "      <td>151.28848</td>\n",
+       "      <td>17.529896</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2024-02-25T15:13:39.990000+00:00</td>\n",
+       "      <td>999999999</td>\n",
+       "      <td>avro</td>\n",
+       "      <td>/data/loki/data/winter/20240224/avro/WINTERcam...</td>\n",
+       "      <td>None</td>\n",
+       "      <td>None</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   progname   nightdate      targname         ra        dec  fid  \\\n",
+       "0  2024A000  2024-02-25  ZTF24aaahxwr  151.28848  17.529896    2   \n",
+       "\n",
+       "                            utctime    fieldid image_type  \\\n",
+       "0  2024-02-25T15:13:39.990000+00:00  999999999       avro   \n",
+       "\n",
+       "                                            savepath lastmodified pipeversion  \n",
+       "0  /data/loki/data/winter/20240224/avro/WINTERcam...         None        None  "
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "res, images = winter.query_images_by_target_name(program_name, image_type=\"avro\", target_name=target_name, start_date=start_date, end_date=end_date)\n",
+    "images"
+   ]
   }
  ],
  "metadata": {
diff --git a/pyproject.toml b/pyproject.toml
index 400a2a4..fe49b13 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "winterapi"
-version = "1.2.0"
+version = "1.3.0"
 description = ""
 authors = [
     {name = "Robert Stein", email = "rdstein@caltech.edu"}
@@ -36,7 +36,7 @@ dependencies = [
     "jupyter",
     "backoff",
     "pydantic",
-    "wintertoo>=1.4.0"
+    "wintertoo>=1.5.0"
 ]
 [project.optional-dependencies]
 dev = [
diff --git a/winterapi/base_api.py b/winterapi/base_api.py
index eee8385..920dd4b 100644
--- a/winterapi/base_api.py
+++ b/winterapi/base_api.py
@@ -139,7 +139,7 @@ def delete(self, url, auth=None, **kwargs) -> requests.Response:
         return res
 
     @backoff.on_exception(
-        backoff.expo, requests.exceptions.RequestException, max_time=MAX_TIMEOUT
+        backoff.expo, requests.exceptions.RequestException, max_time=MAX_TIMEOUT * 4
     )
     def get_stream(
         self, url, output_dir: str | Path | None = None, auth=None, data=None, **kwargs
@@ -178,7 +178,7 @@ def get_stream(
                 data=data,
                 auth=auth,
                 params=kwargs,
-                timeout=MAX_TIMEOUT,
+                timeout=4.0 * MAX_TIMEOUT,
                 stream=True,
             ) as resp:
                 header = resp.headers
diff --git a/winterapi/messenger.py b/winterapi/messenger.py
index 406b14a..1671ecf 100644
--- a/winterapi/messenger.py
+++ b/winterapi/messenger.py
@@ -632,7 +632,7 @@ def download_image_list(
             program_name=program_name,
             program_api_key=program.prog_key,
             data=[ImagePath(path=x) for x in paths],
-            kind=image_type,
+            image_type=image_type,
         )
 
         return res, output_path