diff --git a/.buildinfo b/.buildinfo
index 37c8db8..b4df0e5 100644
--- a/.buildinfo
+++ b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 0fd74fa3d458d01e46591f4ce56cf876
+config: 9f96ccdda6cc9d8b4cc990f9d8163965
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/VAP/cmac2_technical_document.html b/VAP/cmac2_technical_document.html
index 487c66e..257e6b1 100644
--- a/VAP/cmac2_technical_document.html
+++ b/VAP/cmac2_technical_document.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=f281be69"></script>
diff --git a/VAP/cmac_dod_creation.html b/VAP/cmac_dod_creation.html
index c1aa395..42d12a3 100644
--- a/VAP/cmac_dod_creation.html
+++ b/VAP/cmac_dod_creation.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=f281be69"></script>
diff --git a/VAP/matched_dataset_march_14_2022.html b/VAP/matched_dataset_march_14_2022.html
index 3f545e7..bd317b6 100644
--- a/VAP/matched_dataset_march_14_2022.html
+++ b/VAP/matched_dataset_march_14_2022.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=f281be69"></script>
diff --git a/VAP/nearest-neighbor-interpolation.html b/VAP/nearest-neighbor-interpolation.html
index abb028b..708e86d 100644
--- a/VAP/nearest-neighbor-interpolation.html
+++ b/VAP/nearest-neighbor-interpolation.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=f281be69"></script>
diff --git a/_static/basic.css b/_static/basic.css
index e760386..2af6139 100644
--- a/_static/basic.css
+++ b/_static/basic.css
@@ -4,7 +4,7 @@
  *
  * Sphinx stylesheet -- basic theme.
  *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
diff --git a/_static/doctools.js b/_static/doctools.js
index d06a71d..4d67807 100644
--- a/_static/doctools.js
+++ b/_static/doctools.js
@@ -4,7 +4,7 @@
  *
  * Base JavaScript utilities for all Sphinx HTML documentation.
  *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
diff --git a/_static/language_data.js b/_static/language_data.js
index 250f566..367b8ed 100644
--- a/_static/language_data.js
+++ b/_static/language_data.js
@@ -5,7 +5,7 @@
  * This script contains the language-specific data used by searchtools.js,
  * namely the list of stopwords, stemmer, scorer and splitter.
  *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -13,7 +13,7 @@
 var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"];
 
 
-/* Non-minified version is copied as a separate JS file, is available */
+/* Non-minified version is copied as a separate JS file, if available */
 
 /**
  * Porter Stemmer
diff --git a/_static/searchtools.js b/_static/searchtools.js
index 7918c3f..92da3f8 100644
--- a/_static/searchtools.js
+++ b/_static/searchtools.js
@@ -4,7 +4,7 @@
  *
  * Sphinx JavaScript utilities for the full-text search.
  *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -99,7 +99,7 @@ const _displayItem = (item, searchTerms, highlightTerms) => {
       .then((data) => {
         if (data)
           listItem.appendChild(
-            Search.makeSearchSummary(data, searchTerms)
+            Search.makeSearchSummary(data, searchTerms, anchor)
           );
         // highlight search terms in the summary
         if (SPHINX_HIGHLIGHT_ENABLED)  // set in sphinx_highlight.js
@@ -116,8 +116,8 @@ const _finishSearch = (resultCount) => {
     );
   else
     Search.status.innerText = _(
-      `Search finished, found ${resultCount} page(s) matching the search query.`
-    );
+      "Search finished, found ${resultCount} page(s) matching the search query."
+    ).replace('${resultCount}', resultCount);
 };
 const _displayNextItem = (
   results,
@@ -137,6 +137,22 @@ const _displayNextItem = (
   // search finished, update title and status message
   else _finishSearch(resultCount);
 };
+// Helper function used by query() to order search results.
+// Each input is an array of [docname, title, anchor, descr, score, filename].
+// Order the results by score (in opposite order of appearance, since the
+// `_displayNextItem` function uses pop() to retrieve items) and then alphabetically.
+const _orderResultsByScoreThenName = (a, b) => {
+  const leftScore = a[4];
+  const rightScore = b[4];
+  if (leftScore === rightScore) {
+    // same score: sort alphabetically
+    const leftTitle = a[1].toLowerCase();
+    const rightTitle = b[1].toLowerCase();
+    if (leftTitle === rightTitle) return 0;
+    return leftTitle > rightTitle ? -1 : 1; // inverted is intentional
+  }
+  return leftScore > rightScore ? 1 : -1;
+};
 
 /**
  * Default splitQuery function. Can be overridden in ``sphinx.search`` with a
@@ -160,13 +176,26 @@ const Search = {
   _queued_query: null,
   _pulse_status: -1,
 
-  htmlToText: (htmlString) => {
+  htmlToText: (htmlString, anchor) => {
     const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html');
-    htmlElement.querySelectorAll(".headerlink").forEach((el) => { el.remove() });
+    for (const removalQuery of [".headerlinks", "script", "style"]) {
+      htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() });
+    }
+    if (anchor) {
+      const anchorContent = htmlElement.querySelector(`[role="main"] ${anchor}`);
+      if (anchorContent) return anchorContent.textContent;
+
+      console.warn(
+        `Anchored content block not found. Sphinx search tries to obtain it via DOM query '[role=main] ${anchor}'. Check your theme or template.`
+      );
+    }
+
+    // if anchor not specified or not found, fall back to main content
     const docContent = htmlElement.querySelector('[role="main"]');
-    if (docContent !== undefined) return docContent.textContent;
+    if (docContent) return docContent.textContent;
+
     console.warn(
-      "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you check your theme or template."
+      "Content block not found. Sphinx search tries to obtain it via DOM query '[role=main]'. Check your theme or template."
     );
     return "";
   },
@@ -239,16 +268,7 @@ const Search = {
     else Search.deferQuery(query);
   },
 
-  /**
-   * execute search (requires search index to be loaded)
-   */
-  query: (query) => {
-    const filenames = Search._index.filenames;
-    const docNames = Search._index.docnames;
-    const titles = Search._index.titles;
-    const allTitles = Search._index.alltitles;
-    const indexEntries = Search._index.indexentries;
-
+  _parseQuery: (query) => {
     // stem the search terms and add them to the correct list
     const stemmer = new Stemmer();
     const searchTerms = new Set();
@@ -284,16 +304,32 @@ const Search = {
     // console.info("required: ", [...searchTerms]);
     // console.info("excluded: ", [...excludedTerms]);
 
-    // array of [docname, title, anchor, descr, score, filename]
-    let results = [];
+    return [query, searchTerms, excludedTerms, highlightTerms, objectTerms];
+  },
+
+  /**
+   * execute search (requires search index to be loaded)
+   */
+  _performSearch: (query, searchTerms, excludedTerms, highlightTerms, objectTerms) => {
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const titles = Search._index.titles;
+    const allTitles = Search._index.alltitles;
+    const indexEntries = Search._index.indexentries;
+
+    // Collect multiple result groups to be sorted separately and then ordered.
+    // Each is an array of [docname, title, anchor, descr, score, filename].
+    const normalResults = [];
+    const nonMainIndexResults = [];
+
     _removeChildren(document.getElementById("search-progress"));
 
-    const queryLower = query.toLowerCase();
+    const queryLower = query.toLowerCase().trim();
     for (const [title, foundTitles] of Object.entries(allTitles)) {
-      if (title.toLowerCase().includes(queryLower) && (queryLower.length >= title.length/2)) {
+      if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) {
         for (const [file, id] of foundTitles) {
           let score = Math.round(100 * queryLower.length / title.length)
-          results.push([
+          normalResults.push([
             docNames[file],
             titles[file] !== title ? `${titles[file]} > ${title}` : title,
             id !== null ? "#" + id : "",
@@ -308,46 +344,47 @@ const Search = {
     // search for explicit entries in index directives
     for (const [entry, foundEntries] of Object.entries(indexEntries)) {
       if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) {
-        for (const [file, id] of foundEntries) {
-          let score = Math.round(100 * queryLower.length / entry.length)
-          results.push([
+        for (const [file, id, isMain] of foundEntries) {
+          const score = Math.round(100 * queryLower.length / entry.length);
+          const result = [
             docNames[file],
             titles[file],
             id ? "#" + id : "",
             null,
             score,
             filenames[file],
-          ]);
+          ];
+          if (isMain) {
+            normalResults.push(result);
+          } else {
+            nonMainIndexResults.push(result);
+          }
         }
       }
     }
 
     // lookup as object
     objectTerms.forEach((term) =>
-      results.push(...Search.performObjectSearch(term, objectTerms))
+      normalResults.push(...Search.performObjectSearch(term, objectTerms))
     );
 
     // lookup as search terms in fulltext
-    results.push(...Search.performTermsSearch(searchTerms, excludedTerms));
+    normalResults.push(...Search.performTermsSearch(searchTerms, excludedTerms));
 
     // let the scorer override scores with a custom scoring function
-    if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item)));
-
-    // now sort the results by score (in opposite order of appearance, since the
-    // display function below uses pop() to retrieve items) and then
-    // alphabetically
-    results.sort((a, b) => {
-      const leftScore = a[4];
-      const rightScore = b[4];
-      if (leftScore === rightScore) {
-        // same score: sort alphabetically
-        const leftTitle = a[1].toLowerCase();
-        const rightTitle = b[1].toLowerCase();
-        if (leftTitle === rightTitle) return 0;
-        return leftTitle > rightTitle ? -1 : 1; // inverted is intentional
-      }
-      return leftScore > rightScore ? 1 : -1;
-    });
+    if (Scorer.score) {
+      normalResults.forEach((item) => (item[4] = Scorer.score(item)));
+      nonMainIndexResults.forEach((item) => (item[4] = Scorer.score(item)));
+    }
+
+    // Sort each group of results by score and then alphabetically by name.
+    normalResults.sort(_orderResultsByScoreThenName);
+    nonMainIndexResults.sort(_orderResultsByScoreThenName);
+
+    // Combine the result groups in (reverse) order.
+    // Non-main index entries are typically arbitrary cross-references,
+    // so display them after other results.
+    let results = [...nonMainIndexResults, ...normalResults];
 
     // remove duplicate search results
     // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept
@@ -361,7 +398,12 @@ const Search = {
       return acc;
     }, []);
 
-    results = results.reverse();
+    return results.reverse();
+  },
+
+  query: (query) => {
+    const [searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms] = Search._parseQuery(query);
+    const results = Search._performSearch(searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms);
 
     // for debugging
     //Search.lastresults = results.slice();  // a copy
@@ -466,14 +508,18 @@ const Search = {
       // add support for partial matches
       if (word.length > 2) {
         const escapedWord = _escapeRegExp(word);
-        Object.keys(terms).forEach((term) => {
-          if (term.match(escapedWord) && !terms[word])
-            arr.push({ files: terms[term], score: Scorer.partialTerm });
-        });
-        Object.keys(titleTerms).forEach((term) => {
-          if (term.match(escapedWord) && !titleTerms[word])
-            arr.push({ files: titleTerms[word], score: Scorer.partialTitle });
-        });
+        if (!terms.hasOwnProperty(word)) {
+          Object.keys(terms).forEach((term) => {
+            if (term.match(escapedWord))
+              arr.push({ files: terms[term], score: Scorer.partialTerm });
+          });
+        }
+        if (!titleTerms.hasOwnProperty(word)) {
+          Object.keys(titleTerms).forEach((term) => {
+            if (term.match(escapedWord))
+              arr.push({ files: titleTerms[term], score: Scorer.partialTitle });
+          });
+        }
       }
 
       // no match but word was a required one
@@ -496,9 +542,8 @@ const Search = {
 
       // create the mapping
       files.forEach((file) => {
-        if (fileMap.has(file) && fileMap.get(file).indexOf(word) === -1)
-          fileMap.get(file).push(word);
-        else fileMap.set(file, [word]);
+        if (!fileMap.has(file)) fileMap.set(file, [word]);
+        else if (fileMap.get(file).indexOf(word) === -1) fileMap.get(file).push(word);
       });
     });
 
@@ -549,8 +594,8 @@ const Search = {
    * search summary for a given text. keywords is a list
    * of stemmed words.
    */
-  makeSearchSummary: (htmlText, keywords) => {
-    const text = Search.htmlToText(htmlText);
+  makeSearchSummary: (htmlText, keywords, anchor) => {
+    const text = Search.htmlToText(htmlText, anchor);
     if (text === "") return null;
 
     const textLower = text.toLowerCase();
diff --git a/domain-exploration/plot-sail-splash-sites.html b/domain-exploration/plot-sail-splash-sites.html
index 1819767..2262344 100644
--- a/domain-exploration/plot-sail-splash-sites.html
+++ b/domain-exploration/plot-sail-splash-sites.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=f281be69"></script>
diff --git a/dual-pol/dual-pol-exploration.html b/dual-pol/dual-pol-exploration.html
index 61e7572..1400fba 100644
--- a/dual-pol/dual-pol-exploration.html
+++ b/dual-pol/dual-pol-exploration.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=f281be69"></script>
diff --git a/dual-pol/kdp-xradar-exploration.html b/dual-pol/kdp-xradar-exploration.html
index c18cf5c..a6c2529 100644
--- a/dual-pol/kdp-xradar-exploration.html
+++ b/dual-pol/kdp-xradar-exploration.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=f281be69"></script>
diff --git a/dual-pol/kdp_computation_selftest.html b/dual-pol/kdp_computation_selftest.html
index 6f99499..c924102 100644
--- a/dual-pol/kdp_computation_selftest.html
+++ b/dual-pol/kdp_computation_selftest.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=f281be69"></script>
diff --git a/genindex.html b/genindex.html
index 3e9ea49..1e87bc9 100644
--- a/genindex.html
+++ b/genindex.html
@@ -41,7 +41,7 @@
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="_static/documentation_options.js?v=9eb32ce0"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="_static/copybutton.js?v=f281be69"></script>
diff --git a/gluing_and_inventory/concatinate_file.html b/gluing_and_inventory/concatinate_file.html
index 46f0984..6d2f2e3 100644
--- a/gluing_and_inventory/concatinate_file.html
+++ b/gluing_and_inventory/concatinate_file.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=f281be69"></script>
diff --git a/gluing_and_inventory/sail_inventory.html b/gluing_and_inventory/sail_inventory.html
index e2b9c9f..be40586 100644
--- a/gluing_and_inventory/sail_inventory.html
+++ b/gluing_and_inventory/sail_inventory.html
@@ -42,7 +42,7 @@
   <script src="../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="../_static/documentation_options.js?v=9eb32ce0"></script>
-    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/doctools.js?v=9a2dae69"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="../_static/copybutton.js?v=f281be69"></script>
diff --git a/join-radar.html b/join-radar.html
index 72e4373..6929afb 100644
--- a/join-radar.html
+++ b/join-radar.html
@@ -42,7 +42,7 @@
   <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
 
     <script src="_static/documentation_options.js?v=9eb32ce0"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
     <script src="_static/copybutton.js?v=f281be69"></script>
diff --git a/overview.html b/overview.html
index 6eb7d6f..c1e8293 100644
--- a/overview.html
+++ b/overview.html
@@ -42,7 +42,7 @@
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"giangrand": 7, "get": 7, "numpi": 7, "arrai": 7, "reason": 7, "rang": [7, 14], "glu": 8, "scan": 8, "within": 8, "desir": 8, "directori": 8, "try": [8, 13], "volum": 8, "verifi": 8, "start": 8, "dask": 8, "cluster": 8, "glue": 8, "join": 10, "sweep": 10, "atmospher": [11, 13], "integr": [11, 13], "laboratori": [11, 13], "analysi": 11, "analyz": 12, "entir": 12, "season": 12, "access": 12, "xarrai": 12, "accumul": [12, 13, 15], "gothic": [12, 15], "convert": 12, "unit": 12, "millimet": 12, "set": 12, "index": 12, "colorado": 12, "water": 12, "liquid": [12, 18], "equival": 12, "swe": 12, "present": 13, "am": 13, "annual": 13, "meet": 13, "denver": 13, "2023": 13, "experi": 13, "author": 13, "joe": 13, "brien": 13, "domain": 13, "tif": 13, "input": 13, "b": 13, "c": 13, "rhi": 13, "view": 13, "pyart": 13, "util": 13, "columnsect": 13, "find": 13, "over": 13, "extra": 13, "terrain": 13, "e": 13, "mosaic": 13, "f": 13, "xmovi": 13, "fix": 14, "offset": 14, "otherwis": 14, "cumul": 14, "wrong": 14, "pbb": 14, "cbb": 14, "see": 14, "diminish": 14, "angl": 14, "increas": 14, "check": 15, "calibr": 15, "download": [15, 18], "kazr": 15, "comparison": 15, "both": [15, 18], "differ": [15, 18], "total": [15, 16, 18], "weather": 15, "point": 16, "subset": [16, 18], "given": 16, "end": 16, "across": 16, "time": 16, "bam": 17, "paper": 17, "dem": 17, "descript": 18, "precip": 18, "rain": 18, "gaug": 18, "flag": 18, "interact": 18, "dsd": 18}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx": 60}, "alltitles": {"Figures for the SAIL CMAC2.0 Technical Document": [[0, "figures-for-the-sail-cmac2-0-technical-document"]], "Processing Keywords": [[0, "processing-keywords"]], "Figure 3: Radial Velocity Texture - 14 March 2022 case": [[0, "figure-3-radial-velocity-texture-14-march-2022-case"]], "Figure 5: Gate ID - 14 March 2022 case": [[0, "figure-5-gate-id-14-march-2022-case"]], "Figure 6: Raw and De-aliased Radial Velocities": [[0, "figure-6-raw-and-de-aliased-radial-velocities"]], "Figure 7: LP Technique": [[0, "figure-7-lp-technique"]], "Figure 8: Uncorrected and Corrected Reflectivity": [[0, "figure-8-uncorrected-and-corrected-reflectivity"]], "Figure 9: Uncorrected and Corrected Differential Reflectivity": [[0, "figure-9-uncorrected-and-corrected-differential-reflectivity"]], "Figure 10: Estimated Snowfall Rates": [[0, "figure-10-estimated-snowfall-rates"]], "Grab the CMAC DOD via ACT I/O": [[1, "grab-the-cmac-dod-via-act-i-o"]], "Create the Encodings for NetCDF output": [[1, "create-the-encodings-for-netcdf-output"]], "Modify the Datatype and Fill Values for the Initial DOD": [[1, "modify-the-datatype-and-fill-values-for-the-initial-dod"]], "Write the File / Read It Back in to Test": [[1, "write-the-file-read-it-back-in-to-test"]], "Extracted Radar Columns and In-Situ Sensors (RadCLss) Dataset": [[2, "extracted-radar-columns-and-in-situ-sensors-radclss-dataset"]], "14 March 2022 Case": [[2, "march-2022-case"]], "Current List of Supported In-Situ Ground Observations": [[2, "current-list-of-supported-in-situ-ground-observations"]], "Imports": [[2, "imports"], [3, "imports"], [4, "imports"], [5, "imports"], [6, "imports"], [12, "imports"], [15, "imports"], [16, "imports"], [17, "imports"], [18, "imports"]], "Define Processing Variables": [[2, "define-processing-variables"]], "Define Functions": [[2, "define-functions"]], "Define the Location of the SAIL Sites.": [[2, "define-the-location-of-the-sail-sites"]], "List the Available CSU X-Band Corrected Precipitation Radar Moments in Antenna Coordinates Version 2 (CMAC2.0) Files": [[2, "list-the-available-csu-x-band-corrected-precipitation-radar-moments-in-antenna-coordinates-version-2-cmac2-0-files"]], "In contrast to the Merged CSU X-Band files previously used, the CSU X-Band CMAC2.0 files have been corrected for beam blockage and clutter, as well as, undergone additional processing.": [[2, "in-contrast-to-the-merged-csu-x-band-files-previously-used-the-csu-x-band-cmac2-0-files-have-been-corrected-for-beam-blockage-and-clutter-as-well-as-undergone-additional-processing"]], "Z-S Relationships previously explored are applied during the CMAC2.0 processing of the CSU X-Band data. Therefore, all we need to do now is extract the radar columns and combine with ground instruments.": [[2, "z-s-relationships-previously-explored-are-applied-during-the-cmac2-0-processing-of-the-csu-x-band-data-therefore-all-we-need-to-do-now-is-extract-the-radar-columns-and-combine-with-ground-instruments"]], "Combine all Extracted Radar Columns to Form Daily Timeseries": [[2, "combine-all-extracted-radar-columns-to-form-daily-timeseries"]], "Define Dictionary of Variables to Remove from Each Datastream": [[2, "define-dictionary-of-variables-to-remove-from-each-datastream"]], "1) Add in the Pluvio Weighing Bucket Data": [[2, "add-in-the-pluvio-weighing-bucket-data"]], "2) Add the Surface Meteorological Station (MET) to the Matched Dataset": [[2, "add-the-surface-meteorological-station-met-to-the-matched-dataset"]], "3) Add the Laser Disdrometer to the Matched Dataset  - M1 Sites": [[2, "add-the-laser-disdrometer-to-the-matched-dataset-m1-sites"]], "4) Add Second Laser Disdrometer - S2 Site": [[2, "add-second-laser-disdrometer-s2-site"]], "5) Add the Radar Wind Profiler (High Powered)": [[2, "add-the-radar-wind-profiler-high-powered"]], "NOTE: RWP Data are missing for March 14, 2022; ACT Discovery will alert if data are unavailable": [[2, "note-rwp-data-are-missing-for-march-14-2022-act-discovery-will-alert-if-data-are-unavailable"]], "6) Add the Radiosonde Data": [[2, "add-the-radiosonde-data"]], "Note: There could be multiple launches per day and not all are successful.": [[2, "note-there-could-be-multiple-launches-per-day-and-not-all-are-successful"]], "7) Define the Meta Data Standards for Matched Dataset": [[2, "define-the-meta-data-standards-for-matched-dataset"]], "8) Save the DataSet": [[2, "save-the-dataset"]], "Grid QC\u2019d Dataset - Surface QUantitatIve pRecipitation Estimation (SQUIRE)": [[3, "grid-qcd-dataset-surface-quantitative-precipitation-estimation-squire"]], "Retrieve List of Files (QC\u2019d Data)": [[3, "retrieve-list-of-files-qcd-data"]], "Load Data into Py-ART and Plot": [[3, "load-data-into-py-art-and-plot"]], "Grid Using Nearest Neighbor Interpolation": [[3, "grid-using-nearest-neighbor-interpolation"]], "Setup a Helper Function and Configure our Grid": [[3, "setup-a-helper-function-and-configure-our-grid"]], "Create our Grid using grid_from_radars": [[3, "create-our-grid-using-grid-from-radars"]], "Visualize our Grid": [[3, "visualize-our-grid"]], "Determine the Lowest Height in Each Column": [[3, "determine-the-lowest-height-in-each-column"]], "Apply this to our snow fields": [[3, "apply-this-to-our-snow-fields"]], "Visualize our closest-to-ground snow value": [[3, "visualize-our-closest-to-ground-snow-value"]], "Wrap this Up into a Function": [[3, "wrap-this-up-into-a-function"]], "Loop Through and Apply this Workflow": [[3, "loop-through-and-apply-this-workflow"]], "Plot the SAIL and SPLASH Locations": [[4, "plot-the-sail-and-splash-locations"]], "Read in the Data": [[4, "read-in-the-data"], [18, "read-in-the-data"]], "Add Latitudes/Longitudes to the Dataframes": [[4, "add-latitudes-longitudes-to-the-dataframes"]], "Visualize our Data": [[4, "visualize-our-data"], [12, "visualize-our-data"]], "SPLASH Sensor Locations": [[4, "splash-sensor-locations"]], "ARM Sensor Sites": [[4, "arm-sensor-sites"]], "A Closer Look at the AMF Site": [[4, "a-closer-look-at-the-amf-site"]], "Combine our Plots": [[4, "combine-our-plots"]], "Explore Dual-Pol Data from SAIL": [[5, "explore-dual-pol-data-from-sail"]], "Read the East River Watershed File": [[5, "read-the-east-river-watershed-file"]], "Read in a date": [[5, "read-in-a-date"]], "Calculate Velocity Texture": [[5, "calculate-velocity-texture"]], "Visualize the velocity field": [[5, "visualize-the-velocity-field"]], "Apply Differential Phase Texture": [[5, "apply-differential-phase-texture"]], "Calculate Specific Differential Phase (KDP)": [[5, "calculate-specific-differential-phase-kdp"]], "Investigate KDP and PhiDP through a Convective Core near SAIL": [[6, "investigate-kdp-and-phidp-through-a-convective-core-near-sail"]], "Read the Data": [[6, "read-the-data"]], "Georeference the Dataset": [[6, "georeference-the-dataset"]], "Plot PPIs": [[6, "plot-ppis"]], "Clean up the Azimuths": [[6, "clean-up-the-azimuths"]], "Plot individual sectors": [[6, "plot-individual-sectors"]], "Select a single ray, using an azimuth": [[6, "select-a-single-ray-using-an-azimuth"]], "Comparing DBZ, ZDR and KDP (LP and Maesaka) methods.": [[7, "comparing-dbz-zdr-and-kdp-lp-and-maesaka-methods"]], "Select files": [[7, "select-files"]], "Create gatefilter": [[7, "create-gatefilter"]], "Compute KDP using  Maesaka method": [[7, "compute-kdp-using-maesaka-method"]], "Compute KDP using Giangrande LP method": [[7, "compute-kdp-using-giangrande-lp-method"]], "Get the fields in Numpy array": [[7, "get-the-fields-in-numpy-array"]], "Select reasonable DBZ range": [[7, "select-reasonable-dbz-range"]], "Gluing and Merging": [[8, "gluing-and-merging"]], "Define Helper Functions": [[8, "define-helper-functions"], [13, "define-helper-functions"]], "Locate all the PPI scans within the Desired Directories": [[8, "locate-all-the-ppi-scans-within-the-desired-directories"]], "Try Single Volume to Verify Process": [[8, "try-single-volume-to-verify-process"]], "Start a Dask Cluster": [[8, "start-a-dask-cluster"]], "Glue the Files": [[8, "glue-the-files"]], "Join sweeps of the ARM Supported CSU X-Band Radar": [[10, "join-sweeps-of-the-arm-supported-csu-x-band-radar"]], "Surface Atmosphere Integrated Field Laboratory (SAIL) Radar Analysis": [[11, "surface-atmosphere-integrated-field-laboratory-sail-radar-analysis"]], "Analyze the Pluvio Data - Entire Season + Case Selection": [[12, "analyze-the-pluvio-data-entire-season-case-selection"]], "Data Access": [[12, "data-access"]], "Load Data into Xarray and Compute Accumulation Using ACT": [[12, "load-data-into-xarray-and-compute-accumulation-using-act"]], "Entire Season": [[12, "entire-season"]], "Compare with the Gothic Site": [[12, "compare-with-the-gothic-site"]], "Convert all units to millimeters and set the date column as the index": [[12, "convert-all-units-to-millimeters-and-set-the-date-column-as-the-index"]], "Visualize the Gothic Colorado Snow Accumulation and Snow Water Liquid Equivalent (SWE)": [[12, "visualize-the-gothic-colorado-snow-accumulation-and-snow-water-liquid-equivalent-swe"]], "Figures for Presentation in AMS Annual Meeting in Denver 2023": [[13, "figures-for-presentation-in-ams-annual-meeting-in-denver-2023"]], "X-Band Precipitation Estimates for the Surface Atmosphere Integrated Field Laboratory (SAIL) Field Experiment": [[13, "x-band-precipitation-estimates-for-the-surface-atmosphere-integrated-field-laboratory-sail-field-experiment"]], "Presenting Author: Joe O\u2019Brien": [[13, "presenting-author-joe-obrien"]], "Read in the East River Domain file": [[13, "read-in-the-east-river-domain-file"]], "Read the TIF file": [[13, "read-the-tif-file"]], "A) RadCLss Input and Snowfall Accumulation": [[13, "a-radclss-input-and-snowfall-accumulation"]], "B) RadCLss Location Figure": [[13, "b-radclss-location-figure"]], "C) RadCLss RHI View": [[13, "c-radclss-rhi-view"]], "Use pyart.util.columnsect functions (used in RadClSS) to find rays over M1 site.": [[13, "use-pyart-util-columnsect-functions-used-in-radclss-to-find-rays-over-m1-site"]], "D) Extra RHI View with terrain plot": [[13, "d-extra-rhi-view-with-terrain-plot"]], "E) SAIL CMAC/RadCLss Mosaic": [[13, "e-sail-cmac-radclss-mosaic"]], "F) SAIL SQUIRE/RadCLss Mosaic": [[13, "f-sail-squire-radclss-mosaic"]], "Try XMovie": [[13, "try-xmovie"]], "Beam Blockage for SAIL": [[14, "beam-blockage-for-sail"]], "Needed to fix range offset otherwise cumulative beam blockage is wrong": [[14, "needed-to-fix-range-offset-otherwise-cumulative-beam-blockage-is-wrong"]], "Calculate PBB and CBB": [[14, "calculate-pbb-and-cbb"]], "See the blockage diminish as fixed angle increases": [[14, "see-the-blockage-diminish-as-fixed-angle-increases"]], "Check Reflectivity Calibration": [[15, "check-reflectivity-calibration"]], "Download the KAZR data": [[15, "download-the-kazr-data"]], "Load in the Data": [[15, "load-in-the-data"]], "Setup Functions to Calculate Snowfall": [[15, "setup-functions-to-calculate-snowfall"]], "Apply the Z(S) relationships": [[15, "apply-the-z-s-relationships"]], "Calculate Accumulated Snowfall": [[15, "calculate-accumulated-snowfall"]], "Plot a Reflectivity Comparison": [[15, "plot-a-reflectivity-comparison"]], "Plot Both Reflectivity Values": [[15, "plot-both-reflectivity-values"]], "Plot the Difference in Reflectivity": [[15, "plot-the-difference-in-reflectivity"]], "Compare Snowfall Totals with Gothic Weather Station": [[15, "compare-snowfall-totals-with-gothic-weather-station"]], "Snowfall Retrievals CSU X-Band Radar March 14, 2022": [[16, "snowfall-retrievals-csu-x-band-radar-march-14-2022"]], "Setup Helper Functions": [[16, "setup-helper-functions"], [17, "setup-helper-functions"], [18, "setup-helper-functions"]], "Define the Point Retrievals": [[16, "define-the-point-retrievals"]], "List the Available Files": [[16, "list-the-available-files"]], "Read Data + Subset at Points": [[16, "read-data-subset-at-points"]], "Loop through and subset the radar fields at the given points": [[16, "loop-through-and-subset-the-radar-fields-at-the-given-points"]], "Merge the datasets at the end across time": [[16, "merge-the-datasets-at-the-end-across-time"]], "Apply our Z-S Relationships": [[16, "apply-our-z-s-relationships"]], "Plot Reflectivity at Each Site": [[16, "plot-reflectivity-at-each-site"]], "Define our Z-S Relationships": [[16, "define-our-z-s-relationships"]], "Apply our Z(S) Relationships to the Dataset": [[16, "apply-our-z-s-relationships-to-the-dataset"]], "Reflectivity with Height at Each Site": [[16, "reflectivity-with-height-at-each-site"]], "Look at a Timeseries of Snowfall Rates and Totals": [[16, "look-at-a-timeseries-of-snowfall-rates-and-totals"]], "Plot PPI data for BAMS Paper": [[17, "plot-ppi-data-for-bams-paper"]], "Read the Watershed and Instrumentation Locations": [[17, "read-the-watershed-and-instrumentation-locations"], [18, "read-the-watershed-and-instrumentation-locations"]], "Retrieve the DEM Data": [[17, "retrieve-the-dem-data"]], "Plot the Reflectivity with the Pluvio Sensor and Watershed Locations": [[17, "plot-the-reflectivity-with-the-pluvio-sensor-and-watershed-locations"], [18, "plot-the-reflectivity-with-the-pluvio-sensor-and-watershed-locations"]], "Plot a Description of the Liquid Precip Estimation Method": [[18, "plot-a-description-of-the-liquid-precip-estimation-method"]], "Read in the Raw Radar Data": [[18, "read-in-the-raw-radar-data"]], "Read in the Processed Radar Data Subset for the Different Instruments": [[18, "read-in-the-processed-radar-data-subset-for-the-different-instruments"]], "Download + Read Rain Gauge and Pluvio and Laser Disdrometer Data": [[18, "download-read-rain-gauge-and-pluvio-and-laser-disdrometer-data"]], "Apply QC Flags to both precip rates": [[18, "apply-qc-flags-to-both-precip-rates"]], "Calculate the Total Precipitation Rates": [[18, "calculate-the-total-precipitation-rates"]], "Plot a Timeseries of Reflectivity and Snowfall at the Pluvio Sensor": [[18, "plot-a-timeseries-of-reflectivity-and-snowfall-at-the-pluvio-sensor"]], "Interactive DSD Plot": [[18, "interactive-dsd-plot"]]}, "indexentries": {}})
\ No newline at end of file
+Search.setIndex({"alltitles": {"1) Add in the Pluvio Weighing Bucket Data": [[2, "add-in-the-pluvio-weighing-bucket-data"]], "14 March 2022 Case": [[2, "march-2022-case"]], "2) Add the Surface Meteorological Station (MET) to the Matched Dataset": [[2, "add-the-surface-meteorological-station-met-to-the-matched-dataset"]], "3) Add the Laser Disdrometer to the Matched Dataset  - M1 Sites": [[2, "add-the-laser-disdrometer-to-the-matched-dataset-m1-sites"]], "4) Add Second Laser Disdrometer - S2 Site": [[2, "add-second-laser-disdrometer-s2-site"]], "5) Add the Radar Wind Profiler (High Powered)": [[2, "add-the-radar-wind-profiler-high-powered"]], "6) Add the Radiosonde Data": [[2, "add-the-radiosonde-data"]], "7) Define the Meta Data Standards for Matched Dataset": [[2, "define-the-meta-data-standards-for-matched-dataset"]], "8) Save the DataSet": [[2, "save-the-dataset"]], "A Closer Look at the AMF Site": [[4, "a-closer-look-at-the-amf-site"]], "A) RadCLss Input and Snowfall Accumulation": [[13, "a-radclss-input-and-snowfall-accumulation"]], "ARM Sensor Sites": [[4, "arm-sensor-sites"]], "Add Latitudes/Longitudes to the Dataframes": [[4, "add-latitudes-longitudes-to-the-dataframes"]], "Analyze the Pluvio Data - Entire Season + Case Selection": [[12, "analyze-the-pluvio-data-entire-season-case-selection"]], "Apply Differential Phase Texture": [[5, "apply-differential-phase-texture"]], "Apply QC Flags to both precip rates": [[18, "apply-qc-flags-to-both-precip-rates"]], "Apply our Z(S) Relationships to the Dataset": [[16, "apply-our-z-s-relationships-to-the-dataset"]], "Apply our Z-S Relationships": [[16, "apply-our-z-s-relationships"]], "Apply the Z(S) relationships": [[15, "apply-the-z-s-relationships"]], "Apply this to our snow fields": [[3, "apply-this-to-our-snow-fields"]], "B) RadCLss Location Figure": [[13, "b-radclss-location-figure"]], "Beam Blockage for SAIL": [[14, "beam-blockage-for-sail"]], "C) RadCLss RHI View": [[13, "c-radclss-rhi-view"]], "Calculate Accumulated Snowfall": [[15, "calculate-accumulated-snowfall"]], "Calculate PBB and CBB": [[14, "calculate-pbb-and-cbb"]], "Calculate Specific Differential Phase (KDP)": [[5, "calculate-specific-differential-phase-kdp"]], "Calculate Velocity Texture": [[5, "calculate-velocity-texture"]], "Calculate the Total Precipitation Rates": [[18, "calculate-the-total-precipitation-rates"]], "Check Reflectivity Calibration": [[15, "check-reflectivity-calibration"]], "Clean up the Azimuths": [[6, "clean-up-the-azimuths"]], "Combine all Extracted Radar Columns to Form Daily Timeseries": [[2, "combine-all-extracted-radar-columns-to-form-daily-timeseries"]], "Combine our Plots": [[4, "combine-our-plots"]], "Compare Snowfall Totals with Gothic Weather Station": [[15, "compare-snowfall-totals-with-gothic-weather-station"]], "Compare with the Gothic Site": [[12, "compare-with-the-gothic-site"]], "Comparing DBZ, ZDR and KDP (LP and Maesaka) methods.": [[7, "comparing-dbz-zdr-and-kdp-lp-and-maesaka-methods"]], "Compute KDP using  Maesaka method": [[7, "compute-kdp-using-maesaka-method"]], "Compute KDP using Giangrande LP method": [[7, "compute-kdp-using-giangrande-lp-method"]], "Convert all units to millimeters and set the date column as the index": [[12, "convert-all-units-to-millimeters-and-set-the-date-column-as-the-index"]], "Create gatefilter": [[7, "create-gatefilter"]], "Create our Grid using grid_from_radars": [[3, "create-our-grid-using-grid-from-radars"]], "Create the Encodings for NetCDF output": [[1, "create-the-encodings-for-netcdf-output"]], "Current List of Supported In-Situ Ground Observations": [[2, "current-list-of-supported-in-situ-ground-observations"]], "D) Extra RHI View with terrain plot": [[13, "d-extra-rhi-view-with-terrain-plot"]], "Data Access": [[12, "data-access"]], "Define Dictionary of Variables to Remove from Each Datastream": [[2, "define-dictionary-of-variables-to-remove-from-each-datastream"]], "Define Functions": [[2, "define-functions"]], "Define Helper Functions": [[8, "define-helper-functions"], [13, "define-helper-functions"]], "Define Processing Variables": [[2, "define-processing-variables"]], "Define our Z-S Relationships": [[16, "define-our-z-s-relationships"]], "Define the Location of the SAIL Sites.": [[2, "define-the-location-of-the-sail-sites"]], "Define the Point Retrievals": [[16, "define-the-point-retrievals"]], "Determine the Lowest Height in Each Column": [[3, "determine-the-lowest-height-in-each-column"]], "Download + Read Rain Gauge and Pluvio and Laser Disdrometer Data": [[18, "download-read-rain-gauge-and-pluvio-and-laser-disdrometer-data"]], "Download the KAZR data": [[15, "download-the-kazr-data"]], "E) SAIL CMAC/RadCLss Mosaic": [[13, "e-sail-cmac-radclss-mosaic"]], "Entire Season": [[12, "entire-season"]], "Explore Dual-Pol Data from SAIL": [[5, "explore-dual-pol-data-from-sail"]], "Extracted Radar Columns and In-Situ Sensors (RadCLss) Dataset": [[2, "extracted-radar-columns-and-in-situ-sensors-radclss-dataset"]], "F) SAIL SQUIRE/RadCLss Mosaic": [[13, "f-sail-squire-radclss-mosaic"]], "Figure 10: Estimated Snowfall Rates": [[0, "figure-10-estimated-snowfall-rates"]], "Figure 3: Radial Velocity Texture - 14 March 2022 case": [[0, "figure-3-radial-velocity-texture-14-march-2022-case"]], "Figure 5: Gate ID - 14 March 2022 case": [[0, "figure-5-gate-id-14-march-2022-case"]], "Figure 6: Raw and De-aliased Radial Velocities": [[0, "figure-6-raw-and-de-aliased-radial-velocities"]], "Figure 7: LP Technique": [[0, "figure-7-lp-technique"]], "Figure 8: Uncorrected and Corrected Reflectivity": [[0, "figure-8-uncorrected-and-corrected-reflectivity"]], "Figure 9: Uncorrected and Corrected Differential Reflectivity": [[0, "figure-9-uncorrected-and-corrected-differential-reflectivity"]], "Figures for Presentation in AMS Annual Meeting in Denver 2023": [[13, "figures-for-presentation-in-ams-annual-meeting-in-denver-2023"]], "Figures for the SAIL CMAC2.0 Technical Document": [[0, "figures-for-the-sail-cmac2-0-technical-document"]], "Georeference the Dataset": [[6, "georeference-the-dataset"]], "Get the fields in Numpy array": [[7, "get-the-fields-in-numpy-array"]], "Glue the Files": [[8, "glue-the-files"]], "Gluing and Merging": [[8, "gluing-and-merging"]], "Grab the CMAC DOD via ACT I/O": [[1, "grab-the-cmac-dod-via-act-i-o"]], "Grid QC\u2019d Dataset - Surface QUantitatIve pRecipitation Estimation (SQUIRE)": [[3, "grid-qcd-dataset-surface-quantitative-precipitation-estimation-squire"]], "Grid Using Nearest Neighbor Interpolation": [[3, "grid-using-nearest-neighbor-interpolation"]], "Imports": [[2, "imports"], [3, "imports"], [4, "imports"], [5, "imports"], [6, "imports"], [12, "imports"], [15, "imports"], [16, "imports"], [17, "imports"], [18, "imports"]], "In contrast to the Merged CSU X-Band files previously used, the CSU X-Band CMAC2.0 files have been corrected for beam blockage and clutter, as well as, undergone additional processing.": [[2, "in-contrast-to-the-merged-csu-x-band-files-previously-used-the-csu-x-band-cmac2-0-files-have-been-corrected-for-beam-blockage-and-clutter-as-well-as-undergone-additional-processing"]], "Interactive DSD Plot": [[18, "interactive-dsd-plot"]], "Investigate KDP and PhiDP through a Convective Core near SAIL": [[6, "investigate-kdp-and-phidp-through-a-convective-core-near-sail"]], "Join sweeps of the ARM Supported CSU X-Band Radar": [[10, "join-sweeps-of-the-arm-supported-csu-x-band-radar"]], "List the Available CSU X-Band Corrected Precipitation Radar Moments in Antenna Coordinates Version 2 (CMAC2.0) Files": [[2, "list-the-available-csu-x-band-corrected-precipitation-radar-moments-in-antenna-coordinates-version-2-cmac2-0-files"]], "List the Available Files": [[16, "list-the-available-files"]], "Load Data into Py-ART and Plot": [[3, "load-data-into-py-art-and-plot"]], "Load Data into Xarray and Compute Accumulation Using ACT": [[12, "load-data-into-xarray-and-compute-accumulation-using-act"]], "Load in the Data": [[15, "load-in-the-data"]], "Locate all the PPI scans within the Desired Directories": [[8, "locate-all-the-ppi-scans-within-the-desired-directories"]], "Look at a Timeseries of Snowfall Rates and Totals": [[16, "look-at-a-timeseries-of-snowfall-rates-and-totals"]], "Loop Through and Apply this Workflow": [[3, "loop-through-and-apply-this-workflow"]], "Loop through and subset the radar fields at the given points": [[16, "loop-through-and-subset-the-radar-fields-at-the-given-points"]], "Merge the datasets at the end across time": [[16, "merge-the-datasets-at-the-end-across-time"]], "Modify the Datatype and Fill Values for the Initial DOD": [[1, "modify-the-datatype-and-fill-values-for-the-initial-dod"]], "NOTE: RWP Data are missing for March 14, 2022; ACT Discovery will alert if data are unavailable": [[2, "note-rwp-data-are-missing-for-march-14-2022-act-discovery-will-alert-if-data-are-unavailable"]], "Needed to fix range offset otherwise cumulative beam blockage is wrong": [[14, "needed-to-fix-range-offset-otherwise-cumulative-beam-blockage-is-wrong"]], "Note: There could be multiple launches per day and not all are successful.": [[2, "note-there-could-be-multiple-launches-per-day-and-not-all-are-successful"]], "Plot Both Reflectivity Values": [[15, "plot-both-reflectivity-values"]], "Plot PPI data for BAMS Paper": [[17, "plot-ppi-data-for-bams-paper"]], "Plot PPIs": [[6, "plot-ppis"]], "Plot Reflectivity at Each Site": [[16, "plot-reflectivity-at-each-site"]], "Plot a Description of the Liquid Precip Estimation Method": [[18, "plot-a-description-of-the-liquid-precip-estimation-method"]], "Plot a Reflectivity Comparison": [[15, "plot-a-reflectivity-comparison"]], "Plot a Timeseries of Reflectivity and Snowfall at the Pluvio Sensor": [[18, "plot-a-timeseries-of-reflectivity-and-snowfall-at-the-pluvio-sensor"]], "Plot individual sectors": [[6, "plot-individual-sectors"]], "Plot the Difference in Reflectivity": [[15, "plot-the-difference-in-reflectivity"]], "Plot the Reflectivity with the Pluvio Sensor and Watershed Locations": [[17, "plot-the-reflectivity-with-the-pluvio-sensor-and-watershed-locations"], [18, "plot-the-reflectivity-with-the-pluvio-sensor-and-watershed-locations"]], "Plot the SAIL and SPLASH Locations": [[4, "plot-the-sail-and-splash-locations"]], "Presenting Author: Joe O\u2019Brien": [[13, "presenting-author-joe-obrien"]], "Processing Keywords": [[0, "processing-keywords"]], "Read Data + Subset at Points": [[16, "read-data-subset-at-points"]], "Read in a date": [[5, "read-in-a-date"]], "Read in the Data": [[4, "read-in-the-data"], [18, "read-in-the-data"]], "Read in the East River Domain file": [[13, "read-in-the-east-river-domain-file"]], "Read in the Processed Radar Data Subset for the Different Instruments": [[18, "read-in-the-processed-radar-data-subset-for-the-different-instruments"]], "Read in the Raw Radar Data": [[18, "read-in-the-raw-radar-data"]], "Read the Data": [[6, "read-the-data"]], "Read the East River Watershed File": [[5, "read-the-east-river-watershed-file"]], "Read the TIF file": [[13, "read-the-tif-file"]], "Read the Watershed and Instrumentation Locations": [[17, "read-the-watershed-and-instrumentation-locations"], [18, "read-the-watershed-and-instrumentation-locations"]], "Reflectivity with Height at Each Site": [[16, "reflectivity-with-height-at-each-site"]], "Retrieve List of Files (QC\u2019d Data)": [[3, "retrieve-list-of-files-qcd-data"]], "Retrieve the DEM Data": [[17, "retrieve-the-dem-data"]], "SPLASH Sensor Locations": [[4, "splash-sensor-locations"]], "See the blockage diminish as fixed angle increases": [[14, "see-the-blockage-diminish-as-fixed-angle-increases"]], "Select a single ray, using an azimuth": [[6, "select-a-single-ray-using-an-azimuth"]], "Select files": [[7, "select-files"]], "Select reasonable DBZ range": [[7, "select-reasonable-dbz-range"]], "Setup Functions to Calculate Snowfall": [[15, "setup-functions-to-calculate-snowfall"]], "Setup Helper Functions": [[16, "setup-helper-functions"], [17, "setup-helper-functions"], [18, "setup-helper-functions"]], "Setup a Helper Function and Configure our Grid": [[3, "setup-a-helper-function-and-configure-our-grid"]], "Snowfall Retrievals CSU X-Band Radar March 14, 2022": [[16, "snowfall-retrievals-csu-x-band-radar-march-14-2022"]], "Start a Dask Cluster": [[8, "start-a-dask-cluster"]], "Surface Atmosphere Integrated Field Laboratory (SAIL) Radar Analysis": [[11, "surface-atmosphere-integrated-field-laboratory-sail-radar-analysis"]], "Try Single Volume to Verify Process": [[8, "try-single-volume-to-verify-process"]], "Try XMovie": [[13, "try-xmovie"]], "Use pyart.util.columnsect functions (used in RadClSS) to find rays over M1 site.": [[13, "use-pyart-util-columnsect-functions-used-in-radclss-to-find-rays-over-m1-site"]], "Visualize our Data": [[4, "visualize-our-data"], [12, "visualize-our-data"]], "Visualize our Grid": [[3, "visualize-our-grid"]], "Visualize our closest-to-ground snow value": [[3, "visualize-our-closest-to-ground-snow-value"]], "Visualize the Gothic Colorado Snow Accumulation and Snow Water Liquid Equivalent (SWE)": [[12, "visualize-the-gothic-colorado-snow-accumulation-and-snow-water-liquid-equivalent-swe"]], "Visualize the velocity field": [[5, "visualize-the-velocity-field"]], "Wrap this Up into a Function": [[3, "wrap-this-up-into-a-function"]], "Write the File / Read It Back in to Test": [[1, "write-the-file-read-it-back-in-to-test"]], "X-Band Precipitation Estimates for the Surface Atmosphere Integrated Field Laboratory (SAIL) Field Experiment": [[13, "x-band-precipitation-estimates-for-the-surface-atmosphere-integrated-field-laboratory-sail-field-experiment"]], "Z-S Relationships previously explored are applied during the CMAC2.0 processing of the CSU X-Band data. Therefore, all we need to do now is extract the radar columns and combine with ground instruments.": [[2, "z-s-relationships-previously-explored-are-applied-during-the-cmac2-0-processing-of-the-csu-x-band-data-therefore-all-we-need-to-do-now-is-extract-the-radar-columns-and-combine-with-ground-instruments"]]}, "docnames": ["VAP/cmac2_technical_document", "VAP/cmac_dod_creation", "VAP/matched_dataset_march_14_2022", "VAP/nearest-neighbor-interpolation", "domain-exploration/plot-sail-splash-sites", "dual-pol/dual-pol-exploration", "dual-pol/kdp-xradar-exploration", "dual-pol/kdp_computation_selftest", "gluing_and_inventory/concatinate_file", "gluing_and_inventory/sail_inventory", "join-radar", "overview", "paper/initial-data-exploration", "presentations/AMS_AnnualConference_Denver2023", "qc/sail_beam_blockage", "radar-precip/compare-with-kazr", "radar-precip/csu-xband-snowfall-march-14-2022", "radar-precip/plot-ams-figures", "radar-precip/plot-method-description-figure"], "envversion": 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