diff --git a/_site/BFI_ParitaBay_v1.html b/_site/BFI_ParitaBay_v1.html
index cf1c73f..ede37f2 100644
--- a/_site/BFI_ParitaBay_v1.html
+++ b/_site/BFI_ParitaBay_v1.html
@@ -8,7 +8,7 @@
 
 <meta name="author" content="Diego J. Lizcano">
 <meta name="author" content="Jorge Velásquez-Tibata">
-<meta name="dcterms.date" content="2024-05-09">
+<meta name="dcterms.date" content="2024-05-10">
 
 <title>BFI per site, Parita Bay, Panama</title>
 <style>
@@ -98,6 +98,7 @@ <h2 id="toc-title">Table of contents</h2>
   <ul>
   <li><a href="#question" id="toc-question" class="nav-link active" data-scroll-target="#question">Question</a></li>
   <li><a href="#set-up-analysis" id="toc-set-up-analysis" class="nav-link" data-scroll-target="#set-up-analysis">Set up analysis</a></li>
+  <li><a href="#load-data" id="toc-load-data" class="nav-link" data-scroll-target="#load-data">Load Data</a></li>
   <li><a href="#steps-to-calculate-bfi" id="toc-steps-to-calculate-bfi" class="nav-link" data-scroll-target="#steps-to-calculate-bfi">Steps to calculate BFI</a>
   <ul class="collapse">
   <li><a href="#the-first-component-is-the-product-of-the-species-abundance-and-conservation-score." id="toc-the-first-component-is-the-product-of-the-species-abundance-and-conservation-score." class="nav-link" data-scroll-target="#the-first-component-is-the-product-of-the-species-abundance-and-conservation-score.">The first component is the product of the species abundance and conservation score.</a></li>
@@ -129,7 +130,7 @@ <h1 class="title">BFI per site, Parita Bay, Panama</h1>
     <div>
     <div class="quarto-title-meta-heading">Published</div>
     <div class="quarto-title-meta-contents">
-      <p class="date">May 9, 2024</p>
+      <p class="date">May 10, 2024</p>
     </div>
   </div>
   
@@ -164,16 +165,17 @@ <h2 class="anchored" data-anchor-id="set-up-analysis">Set up analysis</h2>
 <span id="cb1-11"><a href="#cb1-11" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(stringr)</span>
 <span id="cb1-12"><a href="#cb1-12" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(readxl)</span>
 <span id="cb1-13"><a href="#cb1-13" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb1-14"><a href="#cb1-14" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(DT)</span>
-<span id="cb1-15"><a href="#cb1-15" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(kableExtra)</span>
+<span id="cb1-14"><a href="#cb1-14" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb1-15"><a href="#cb1-15" aria-hidden="true" tabindex="-1"></a><span class="co"># setwd("C:/CodigoR/AudubonPanama/R/BFI")</span></span>
 <span id="cb1-16"><a href="#cb1-16" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb1-17"><a href="#cb1-17" aria-hidden="true" tabindex="-1"></a><span class="co"># setwd("C:/CodigoR/AudubonPanama/R/BFI")</span></span>
-<span id="cb1-18"><a href="#cb1-18" aria-hidden="true" tabindex="-1"></a></span>
-<span id="cb1-19"><a href="#cb1-19" aria-hidden="true" tabindex="-1"></a><span class="fu">options</span>(<span class="at">scipen=</span><span class="dv">99999</span>)</span>
-<span id="cb1-20"><a href="#cb1-20" aria-hidden="true" tabindex="-1"></a><span class="fu">options</span>(<span class="at">max.print=</span><span class="dv">99999</span>)</span>
-<span id="cb1-21"><a href="#cb1-21" aria-hidden="true" tabindex="-1"></a><span class="fu">options</span>(<span class="at">stringsAsFactors=</span>F)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<span id="cb1-17"><a href="#cb1-17" aria-hidden="true" tabindex="-1"></a><span class="fu">options</span>(<span class="at">scipen=</span><span class="dv">99999</span>)</span>
+<span id="cb1-18"><a href="#cb1-18" aria-hidden="true" tabindex="-1"></a><span class="fu">options</span>(<span class="at">max.print=</span><span class="dv">99999</span>)</span>
+<span id="cb1-19"><a href="#cb1-19" aria-hidden="true" tabindex="-1"></a><span class="fu">options</span>(<span class="at">stringsAsFactors=</span>F)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </details>
 </div>
+</section>
+<section id="load-data" class="level2">
+<h2 class="anchored" data-anchor-id="load-data">Load Data</h2>
 <div class="cell" data-layout-align="center">
 <details class="code-fold">
 <summary>Code</summary>
diff --git a/_site/BFI_ParitaBay_v1.qmd b/_site/BFI_ParitaBay_v1.qmd
index 552ed1f..723b9de 100644
--- a/_site/BFI_ParitaBay_v1.qmd
+++ b/_site/BFI_ParitaBay_v1.qmd
@@ -54,8 +54,6 @@ library(lubridate)
 library(stringr)
 library(readxl)
 
-library(DT)
-library(kableExtra)
 
 # setwd("C:/CodigoR/AudubonPanama/R/BFI")
 
@@ -64,6 +62,8 @@ options(max.print=99999)
 options(stringsAsFactors=F)
 ```
 
+## Load Data
+
 ```{r}
 
 attributes <- read_excel("C:/CodigoR/AudubonPanama/data/species_data_4_bfi.xlsx", sheet = "attributes")
diff --git a/_site/index.html b/_site/index.html
index 1162b15..49ddf7b 100644
--- a/_site/index.html
+++ b/_site/index.html
@@ -2175,11 +2175,11 @@ <h1>Panama-Blue-Natural</h1>
 
 <div class="d-article">
 <h3 id="field-report">Field Report</h3>
-<p>See the field report of Audiomoth installation here:</p>
+<p>See the full field report of Audiomoth installation here:</p>
 <p><a href="https://acousticpanama.netlify.app/" class="uri">https://acousticpanama.netlify.app/</a></p>
 <div class="layout-chunk" data-layout="l-body">
-<div class="leaflet html-widget html-fill-item" id="htmlwidget-6c15874decbb3a4d4083" style="width:624px;height:384px;"></div>
-<script type="application/json" data-for="htmlwidget-6c15874decbb3a4d4083">{"x":{"options":{"minZoom":1,"maxZoom":52,"crs":{"crsClass":"L.CRS.EPSG3857","code":null,"proj4def":null,"projectedBounds":null,"options":{}},"preferCanvas":false,"bounceAtZoomLimits":false,"maxBounds":[[[-90,-370]],[[90,370]]]},"calls":[{"method":"addProviderTiles","args":["Esri.WorldImagery","Esri.WorldImagery","Esri.WorldImagery",{"errorTileUrl":"","noWrap":false,"detectRetina":false,"pane":"tilePane"}]},{"method":"createMapPane","args":["point",440]},{"method":"addCircleMarkers","args":[[8.177402600000001,8.237062999999999,8.2643282,7.9103876,7.9099884,7.9992103,8.3332166,8.3203529,8.2912318,8.3051136,8.303642699999999,8.303642699999999,7.9099939,7.910554,8.0005355,8.018432499999999,8.3333149,7.934077562,8.3205177,8.3051519,8.313357999999999,8.3142722,8.3135803,8.291256199999999,8.3037525,7.9335291,8.042104,8.042849455000001,7.9337276,8.018337499999999,8.042877499999999,8.0423656],[-80.49399870000001,-80.48031779999999,-80.49360900000001,-80.3249181,-80.32575319999999,-80.39170919999999,-80.40414319999999,-80.38909889999999,-80.39557929999999,-80.3187525,-80.2751896,-80.2751896,-80.3257083,-80.32481420000001,-80.3922651,-80.4275263,-80.4042302,-80.32888267,-80.3892371,-80.3187751,-80.2492896,-80.2488716,-80.2492999,-80.3955673,-80.2752346,-80.32777919999999,-80.4601005,-80.45954037,-80.3279976,-80.42757690000001,-80.45948970000001,-80.4600834],6,null,"sites",{"crs":{"crsClass":"L.CRS.EPSG3857","code":null,"proj4def":null,"projectedBounds":null,"options":{}},"pane":"point","stroke":true,"color":"#333333","weight":1,"opacity":0.9,"fill":true,"fillColor":"#6666FF","fillOpacity":0.6},null,null,["<div 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870&emsp;<\/td><\/tr><tr><td>6<\/td><th>Samplng&emsp;<\/th><td>2&emsp;<\/td><\/tr><tr><td>7<\/td><th>geometry&emsp;<\/th><td>sfc_POINT&emsp;<\/td><\/tr><\/table><\/div>","<div class='scrollableContainer'><table class=mapview-popup id='popup'><tr class='coord'><td><\/td><th><b>Feature ID&emsp;<\/b><\/th><td>4&emsp;<\/td><\/tr><tr><td>1<\/td><th>Id&emsp;<\/th><td>44582&emsp;<\/td><\/tr><tr><td>2<\/td><th>Name&emsp;<\/th><td>BayanoHonda-02&emsp;<\/td><\/tr><tr><td>3<\/td><th>Altitud&emsp;<\/th><td>25.878235&emsp;<\/td><\/tr><tr><td>4<\/td><th>Timezon&emsp;<\/th><td>America/Panama&emsp;<\/td><\/tr><tr><td>5<\/td><th>Rcrdn_C&emsp;<\/th><td>3698&emsp;<\/td><\/tr><tr><td>6<\/td><th>Samplng&emsp;<\/th><td>2&emsp;<\/td><\/tr><tr><td>7<\/td><th>geometry&emsp;<\/th><td>sfc_POINT&emsp;<\/td><\/tr><\/table><\/div>","<div class='scrollableContainer'><table class=mapview-popup id='popup'><tr class='coord'><td><\/td><th><b>Feature 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class=mapview-popup id='popup'><tr class='coord'><td><\/td><th><b>Feature ID&emsp;<\/b><\/th><td>8&emsp;<\/td><\/tr><tr><td>1<\/td><th>Id&emsp;<\/th><td>44645&emsp;<\/td><\/tr><tr><td>2<\/td><th>Name&emsp;<\/th><td>Gago2-10&emsp;<\/td><\/tr><tr><td>3<\/td><th>Altitud&emsp;<\/th><td>42.279541&emsp;<\/td><\/tr><tr><td>4<\/td><th>Timezon&emsp;<\/th><td>America/Panama&emsp;<\/td><\/tr><tr><td>5<\/td><th>Rcrdn_C&emsp;<\/th><td>2899&emsp;<\/td><\/tr><tr><td>6<\/td><th>Samplng&emsp;<\/th><td>2&emsp;<\/td><\/tr><tr><td>7<\/td><th>geometry&emsp;<\/th><td>sfc_POINT&emsp;<\/td><\/tr><\/table><\/div>","<div class='scrollableContainer'><table class=mapview-popup id='popup'><tr class='coord'><td><\/td><th><b>Feature ID&emsp;<\/b><\/th><td>9&emsp;<\/td><\/tr><tr><td>1<\/td><th>Id&emsp;<\/th><td>44646&emsp;<\/td><\/tr><tr><td>2<\/td><th>Name&emsp;<\/th><td>Gago3-16&emsp;<\/td><\/tr><tr><td>3<\/td><th>Altitud&emsp;<\/th><td>27.425049&emsp;<\/td><\/tr><tr><td>4<\/td><th>Timezon&emsp;<\/th><td>America/Panama&emsp;<\/td><\/tr><tr><td>5<\/td><th>Rcrdn_C&emsp;<\/th><td>2889&emsp;<\/td><\/tr><tr><td>6<\/td><th>Samplng&emsp;<\/th><td>2&emsp;<\/td><\/tr><tr><td>7<\/td><th>geometry&emsp;<\/th><td>sfc_POINT&emsp;<\/td><\/tr><\/table><\/div>","<div class='scrollableContainer'><table class=mapview-popup id='popup'><tr class='coord'><td><\/td><th><b>Feature 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ID&emsp;<\/b><\/th><td>13&emsp;<\/td><\/tr><tr><td>1<\/td><th>Id&emsp;<\/th><td>36626&emsp;<\/td><\/tr><tr><td>2<\/td><th>Name&emsp;<\/th><td>Parita_01_BayanoAvispa_03&emsp;<\/td><\/tr><tr><td>3<\/td><th>Altitud&emsp;<\/th><td>17.386047&emsp;<\/td><\/tr><tr><td>4<\/td><th>Timezon&emsp;<\/th><td>America/Panama&emsp;<\/td><\/tr><tr><td>5<\/td><th>Rcrdn_C&emsp;<\/th><td>6887&emsp;<\/td><\/tr><tr><td>6<\/td><th>Samplng&emsp;<\/th><td>1&emsp;<\/td><\/tr><tr><td>7<\/td><th>geometry&emsp;<\/th><td>sfc_POINT&emsp;<\/td><\/tr><\/table><\/div>","<div class='scrollableContainer'><table class=mapview-popup id='popup'><tr class='coord'><td><\/td><th><b>Feature ID&emsp;<\/b><\/th><td>14&emsp;<\/td><\/tr><tr><td>1<\/td><th>Id&emsp;<\/th><td>36625&emsp;<\/td><\/tr><tr><td>2<\/td><th>Name&emsp;<\/th><td>Parita_01_BayanoLasTablas_04&emsp;<\/td><\/tr><tr><td>3<\/td><th>Altitud&emsp;<\/th><td>20.860291&emsp;<\/td><\/tr><tr><td>4<\/td><th>Timezon&emsp;<\/th><td>America/Panama&emsp;<\/td><\/tr><tr><td>5<\/td><th>Rcrdn_C&emsp;<\/th><td>6887&emsp;<\/td><\/tr><tr><td>6<\/td><th>Samplng&emsp;<\/th><td>1&emsp;<\/td><\/tr><tr><td>7<\/td><th>geometry&emsp;<\/th><td>sfc_POINT&emsp;<\/td><\/tr><\/table><\/div>","<div class='scrollableContainer'><table class=mapview-popup id='popup'><tr class='coord'><td><\/td><th><b>Feature ID&emsp;<\/b><\/th><td>15&emsp;<\/td><\/tr><tr><td>1<\/td><th>Id&emsp;<\/th><td>36630&emsp;<\/td><\/tr><tr><td>2<\/td><th>Name&emsp;<\/th><td>Parita_01_ElAgallito_05&emsp;<\/td><\/tr><tr><td>3<\/td><th>Altitud&emsp;<\/th><td>19.107849&emsp;<\/td><\/tr><tr><td>4<\/td><th>Timezon&emsp;<\/th><td>America/Panama&emsp;<\/td><\/tr><tr><td>5<\/td><th>Rcrdn_C&emsp;<\/th><td>6886&emsp;<\/td><\/tr><tr><td>6<\/td><th>Samplng&emsp;<\/th><td>1&emsp;<\/td><\/tr><tr><td>7<\/td><th>geometry&emsp;<\/th><td>sfc_POINT&emsp;<\/td><\/tr><\/table><\/div>","<div class='scrollableContainer'><table class=mapview-popup id='popup'><tr class='coord'><td><\/td><th><b>Feature 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 </div>
 <h2 id="occupancy-proof-test">Occupancy proof test</h2>
 <p><a href="https://dlizcano.quarto.pub/occupancy-panama/" class="uri">https://dlizcano.quarto.pub/occupancy-panama/</a></p>
diff --git a/_site/search.json b/_site/search.json
index 908fb8f..7aae0e6 100644
--- a/_site/search.json
+++ b/_site/search.json
@@ -6,15 +6,15 @@
       "description": "Consultancy work for Audubon",
       "author": [],
       "contents": "\r\nAcoustic monitoring in Parita Bay, Panama\r\n\r\n\r\n\r\n",
-      "last_modified": "2024-05-09T21:17:58-05:00"
+      "last_modified": "2024-05-10T09:35:55-05:00"
     },
     {
       "path": "index.html",
       "title": "Panama-Blue-Natural",
       "description": "16 sites sampled for acoustic monitoring in January 2023 in Parita bay, Panama.\n",
       "author": [],
-      "contents": "\r\nField Report\r\nSee the field report of Audiomoth installation here:\r\nhttps://acousticpanama.netlify.app/\r\n\r\n\r\n\r\nOccupancy proof test\r\nhttps://dlizcano.quarto.pub/occupancy-panama/\r\nThreshold for species\r\nhttps://dlizcano.shinyapps.io/Panama_threshold/\r\n\r\n\r\n\r\n",
-      "last_modified": "2024-05-09T21:18:07-05:00"
+      "contents": "\r\nField Report\r\nSee the full field report of Audiomoth installation here:\r\nhttps://acousticpanama.netlify.app/\r\n\r\n\r\n\r\nOccupancy proof test\r\nhttps://dlizcano.quarto.pub/occupancy-panama/\r\nThreshold for species\r\nhttps://dlizcano.shinyapps.io/Panama_threshold/\r\n\r\n\r\n\r\n",
+      "last_modified": "2024-05-10T09:36:02-05:00"
     }
   ],
   "collections": []