diff --git a/.gitignore b/.gitignore
index fae8299..d733928 100644
--- a/.gitignore
+++ b/.gitignore
@@ -19,6 +19,7 @@
 
 # RStudio files
 .Rproj.user/
+*.Rproj
 
 # produced vignettes
 vignettes/*.html
diff --git a/_site.yml b/_site.yml
index cd1d445..97e9d4b 100644
--- a/_site.yml
+++ b/_site.yml
@@ -1,9 +1,9 @@
 name: "agilephdschool2024"
 title: "AGILE PhD School 2024"
 description: |
-  AGILE PhD School 2024
-base_url: https://geotecinit.github.io/agilephdschool2022/
-repository_url: https://github.com/GeoTecINIT/agilephdschool2022
+  7th Edition: GeoAI for the Social Good
+base_url: https://begin-standrews.github.io/agilephdschool2024/
+repository_url: https://github.com/BEGIN-StAndrews/agilephdschool2024
 output_dir: "docs"
 creative_commons: CC BY
 theme: assets/theme-phdschool.css
diff --git a/docs/index.html b/docs/index.html
index 98ce32c..5565a44 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -2473,7 +2473,7 @@ <h3>${suggestion.title}</h3>
 <div class="nav-right">
 <a href="https://reproducible-agile.github.io/">Reproducible Research @ AGILE</a>
 <a href="https://agile-online.org/">AGILE Association</a>
-<a href="https://github.com/GeoTecINIT/agilephdschool2022" aria-label="Link to source">
+<a href="https://github.com/BEGIN-StAndrews/agilephdschool2024" aria-label="Link to source">
 <i class="fab fa-github" aria-hidden="true"></i>
 </a>
 <a href="javascript:void(0);" class="nav-toggle">&#9776;</a>
@@ -2500,11 +2500,18 @@ <h3>Contents</h3>
 <ul>
 <li><a href="#programme." id="toc-programme.">Programme.</a>
 <ul>
-<li><a href="#day-1-31-may-2022-tuesday" id="toc-day-1-31-may-2022-tuesday">Day 1 (31 May 2022, Tuesday)</a></li>
-<li><a href="#day-2-1-june-2022-wednesday" id="toc-day-2-1-june-2022-wednesday">Day 2 (1 June 2022, Wednesday)</a></li>
-<li><a href="#day-3-2-june-2022-thursday" id="toc-day-3-2-june-2022-thursday">Day 3 (2 June 2022, Thursday)</a></li>
-<li><a href="#day-4-3-june-2022-friday" id="toc-day-4-3-june-2022-friday">Day 4 (3 June 2022, Friday)</a></li>
+<li><a href="#day-1-arrival-to-the-venue" id="toc-day-1-arrival-to-the-venue">Day 1: Arrival to the Venue</a></li>
+<li><a href="#day-2-welcoming-and-fundamental-academic-skills" id="toc-day-2-welcoming-and-fundamental-academic-skills">Day 2: Welcoming and Fundamental Academic Skills</a></li>
 </ul></li>
+<li><a href="#day-3-geoai-for-the-social-good" id="toc-day-3-geoai-for-the-social-good">Day 3: GeoAI for the Social Good</a>
+<ul>
+<li><a href="#thursday-november-28th-2024" id="toc-thursday-november-28th-2024">Thursday, November 28th 2024</a></li>
+</ul></li>
+<li><a href="#day-4-final-presentations-and-closing-remarks" id="toc-day-4-final-presentations-and-closing-remarks">Day 4: Final presentations and closing remarks</a>
+<ul>
+<li><a href="#friday-november-29th-2024" id="toc-friday-november-29th-2024">Friday, November 29th 2024</a></li>
+</ul></li>
+<li><a href="#organizing-commitee" id="toc-organizing-commitee">Organizing Commitee</a></li>
 <li><a href="#sponsors" id="toc-sponsors">Sponsors</a></li>
 </ul>
 </nav>
@@ -2513,62 +2520,82 @@ <h3>Contents</h3>
 
 </div>
 <p><img src="assets/cathedralcastellondelaplananight.jpg" /></p>
-<p>November 27th to 29th, 2024, at the Universitat Jaume I, Castellón (Spain)</p>
+<p>November 27th to 29th 2024, at the Universitat Jaume I, Castellón de la Plana (Spain)</p>
 <p>The AGILE PhD school is designed to connect PhD students from various countries. Its goal is to provide a forum for PhD students to showcase their research progress, exchange ideas, engage in discussions on geospatial methods, and enhance their geoinformatics-related skills.</p>
 <p>Participation in the school will enable attendees to:</p>
 <ul>
 <li>Be exposed to the diversity of fields and common features of our domain</li>
-<li>Exchange ideas about the PhD process itself<br />
-</li>
+<li>Exchange ideas about the PhD process itself</li>
 <li>Develop their network</li>
 <li>Be exposed to the reproducibility practices in the GIScience field.</li>
 </ul>
 <h2 id="programme.">Programme.</h2>
 <p><em>Note: timetable is indicative. Details in progress</em></p>
-<h3 id="day-1-31-may-2022-tuesday">Day 1 (31 May 2022, Tuesday)</h3>
+<h3 id="day-1-arrival-to-the-venue">Day 1: Arrival to the Venue</h3>
+<h4 id="tuesday-november-26th-2024">Tuesday, November 26th 2024</h4>
 <p>Arrival of participants. Accommodation: <a href="http://www.hoteldonalola.com/">Doña Lola hotel</a></p>
-<h3 id="day-2-1-june-2022-wednesday">Day 2 (1 June 2022, Wednesday)</h3>
-<p><em>Facilitators</em>: <a href="http://www.grape.uji.es/wordpress/language/en/vicent-beltran-palanques/">Vicent Beltrán Palanques</a>, <a href="http://carlosgranell.eu/">Carlos Granell</a></p>
-<p><em>Meeting room</em>: Espaitec2 building, <a href="http://smart.uji.es/index.php?room=UB1206SM">UB1206SM</a> room, 2nd floor.</p>
+<h3 id="day-2-welcoming-and-fundamental-academic-skills">Day 2: Welcoming and Fundamental Academic Skills</h3>
+<h4 id="wednesday-november-27th-2024">Wednesday, November 27th 2024</h4>
+<p><em>Facilitators</em>: <a href="https://www.linkedin.com/in/risteaalina">Alina Ristea</a>, <a href="https://www.linkedin.com/in/hoda-bakhshi-999a1a33/">Hoda Bakhshi</a>, <a href="https://www.linkedin.com/in/diego-pajarito-grajales-26277232/">Diego Pajarito</a>, <a href="https://www.linkedin.com/in/mfbenitezp/">Fernando Benitez-Paez</a></p>
+<p><em>Meeting room</em>: TBD</p>
 <p><strong>Morning session</strong></p>
-<p>9:00 - 10:00 Welcome and logistics</p>
-<p>Coffee break</p>
-<p>10:30 - 13:30 Topic: Three-minute thesis presentations (3MTP)</p>
 <ul>
-<li><p>Academic spoken genres and multimodality</p></li>
-<li><p>Three-Minute Thesis Presentations: The genre, characteristics, and structure.</p></li>
-<li><p>Preparation of Three-Minute Thesis Presentations</p></li>
+<li>09:00 - 10:00 - Intro and welcoming</li>
+<li>Coffee break</li>
+<li>10:30 - 13:30 ECR Panel Discussion – What does that mean to be a PhD Student (The joy and the struggles)</li>
+<li>Lunch at <em>Restaurante Agora</em> in campus</li>
 </ul>
-<p>Lunch at <em>Restaurante Agora</em> in campus</p>
 <p><strong>Afternoon session</strong></p>
-<p>15:00 - 17:00 Participants’ presentations and discussion</p>
-<p>20:45 <strong>Dinner</strong> at <a href="https://www.latagliatella.es/restaurantes/castellon/castellon">La Tagliatella</a> in Castellón. <a href="https://www.google.es/maps/place/Restaurante+La+Tagliatella+%7C+Castell%C3%B3n+de+la+Plana/@39.9827341,-0.0327887,17z/data=!3m1!4b1!4m5!3m4!1s0xd5fffd5d85a58cd:0xaa3bd611c1e568cd!8m2!3d39.9827341!4d-0.0327887">Location</a></p>
-<h3 id="day-3-2-june-2022-thursday">Day 3 (2 June 2022, Thursday)</h3>
-<p><em>Facilitators</em>: <a href="https://research.utwente.nl/en/persons/frank-ostermann">Frank Ostermann</a>, <a href="http://carlosgranell.eu/">Carlos Granell</a></p>
-<p><em>Meeting room</em>: School of Experimental Sciences, <a href="http://smart.uji.es/index.php?room=TD0112FR">TD0112FR</a> room, 1st floor.</p>
+<ul>
+<li>15:00 - 16:00 - Three-minute abstract presentations by participants</li>
+<li>16:00 - 17:00 - Scientific paper - The basic structure</li>
+<li>21:00 <strong>Dinner</strong> TBD</li>
+</ul>
+<h2 id="day-3-geoai-for-the-social-good">Day 3: GeoAI for the Social Good</h2>
+<h3 id="thursday-november-28th-2024">Thursday, November 28th 2024</h3>
+<p><em>Facilitators</em>: <em>Facilitators</em>: <a href="https://www.linkedin.com/in/risteaalina">Alina Ristea</a>, <a href="https://www.linkedin.com/in/hoda-bakhshi-999a1a33/">Hoda Bakhshi</a>, <a href="https://www.linkedin.com/in/diego-pajarito-grajales-26277232/">Diego Pajarito</a>, <a href="https://www.linkedin.com/in/mfbenitezp/">Fernando Benitez-Paez</a></p>
+<p><em>Meeting room</em>: TBD</p>
 <p><strong>Morning session</strong></p>
-<p>9:00 - 10:00 Reproducible Research @ AGILE</p>
-<p>Coffee break at <em>Cafe Dels Sentits</em> in campus</p>
-<p>10:30 - 13:30 Topic: what are reproducibility/replicability and how to ensure it</p>
-<p>Lunch at <em>Restaurante Agora</em> in campus</p>
+<ul>
+<li>09:00 - 10:00 Keynote Speaker No 1 – Anita Graser</li>
+<li>10:00 - 11:00 - Post-Keynote Discussion and Brainstorming: Participants should form goups to brainstorm potential research questions or projects using GeoAI and open-source tools, guided by the insights from the keynote.</li>
+</ul>
+<p>Each group selects one research proposal/idea and outlines how to enhance it using the tools and methods discussed.
+Outcome requiered: Develop a preliminary outline or draft of a potential journal paper, highlighting the problem, Research Question, methodology, and expected outcomes.</p>
+<ul>
+<li><p>Coffee break</p></li>
+<li><p>11:30 - 13:30 - Post-Keynote Discussion and Brainstorming,</p></li>
+<li><p>Lunch at <em>Restaurante Agora</em> in campus</p></li>
+</ul>
 <p><strong>Afternoon session</strong></p>
-<p>15:00 - 17:00 Reproducible plan exercise &amp; peer assessment</p>
-<p>Begining at 19:30, <strong>chat, craft beers &amp; dinner</strong> at <a href="https://www.thetemplebarcastellon.com/">The Temple Bar</a> in Castellón. <a href="https://www.google.es/maps/place/Temple+Smash+Burger/@39.9860844,-0.0330139,17z/data=!3m1!4b1!4m5!3m4!1s0xd5fffd6d25bbd95:0x7eca84b89ede24dc!8m2!3d39.9860803!4d-0.0308252">Location</a></p>
-<h3 id="day-4-3-june-2022-friday">Day 4 (3 June 2022, Friday)</h3>
-<p><em>Facilitators</em>: <a href="https://research.utwente.nl/en/persons/frank-ostermann">Frank Ostermann</a>, <a href="http://carlosgranell.eu/">Carlos Granell</a></p>
-<p><em>Meeting room</em>: Espaitec2 building, <a href="http://smart.uji.es/index.php?room=UB1206SM">UB1206SM</a> room, 2nd floor.</p>
+<ul>
+<li><p>15:00 - 16:00 - Keynote Speaker No 2 – TBD</p></li>
+<li><p>16:00 - 18:00 - Post-Keynote Discussion and Brainstorming: Continuation of the morning brainstomring and drafting the paper idea based on the keynote speakers tools, methods and suggestions.</p></li>
+<li><p>Begining at 19:30, <strong>chat, craft beers &amp; dinner</strong> at <a href="https://www.thetemplebarcastellon.com/">The Temple Bar</a> in Castellón. <a href="https://www.google.es/maps/place/Temple+Smash+Burger/@39.9860844,-0.0330139,17z/data=!3m1!4b1!4m5!3m4!1s0xd5fffd6d25bbd95:0x7eca84b89ede24dc!8m2!3d39.9860803!4d-0.0308252">Location</a></p></li>
+</ul>
+<h2 id="day-4-final-presentations-and-closing-remarks">Day 4: Final presentations and closing remarks</h2>
+<h3 id="friday-november-29th-2024">Friday, November 29th 2024</h3>
+<p><em>Facilitators</em>: <a href="https://www.linkedin.com/in/risteaalina">Alina Ristea</a>, <a href="https://www.linkedin.com/in/hoda-bakhshi-999a1a33/">Hoda Bakhshi</a>, <a href="https://www.linkedin.com/in/diego-pajarito-grajales-26277232/">Diego Pajarito</a>, <a href="https://www.linkedin.com/in/mfbenitezp/">Fernando Benitez-Paez</a></p>
+<p><em>Meeting room</em>: TBD</p>
 <p><strong>Morning session</strong></p>
-<p>Main activity is a Group Debate (in favour <em>vs.</em> against) on open science &amp; reproducibility impact in early-stage researchers: what they mean for participants’ work, what concerns they have, barriers to openness, what works, arguments in support, arguments against, etc.</p>
-<p>9:30 - 10:00 Short recap of open and reproducible research &amp; Open Science</p>
-<p>10:00 - 10:30 Group wor: debate preparation</p>
-<p>Coffee break</p>
-<p>11:00 - 11:15 group work: debate preparation</p>
-<p>11:15 - 11:35 debate and Q&amp;A</p>
-<p>11:35 - 11:55 group work: rebuttals, counterarguments)</p>
-<p>11:55 - 12:15 debate</p>
-<p>12:15 - 12:45 feedback on reproducible plans,</p>
-<p>12:45 - 13:00 Closing remarks</p>
-<p>Lunch at <em>Restaurante Agora</em> in campus</p>
+<ul>
+<li>10:00 - 11:00 Open Science and Reproducibility – The Turing Way</li>
+<li>Coffee break</li>
+<li>11:30 - 13:00: Final Presentation and Feedback Session:</li>
+</ul>
+<p>Based on the previous brainstroming sessions, and the progress with the drafted ideas, groups should prepare a brief presentation (max 3 slide) of their enhanced research proposal or draft journal paper, emphasizing the use or integration of keynote speakers’ tools, methods or ideas.</p>
+<ul>
+<li><p>13:00 - 13:30 Closing remarks</p></li>
+<li><p>Lunch at <em>Restaurante Agora</em> in campus</p></li>
+</ul>
+<h2 id="organizing-commitee">Organizing Commitee</h2>
+<ul>
+<li><a href="http://carlosgranell.eu/">Carlos Granell</a></li>
+<li><a href="https://www.linkedin.com/in/risteaalina">Alina Ristea</a></li>
+<li><a href="https://www.linkedin.com/in/hoda-bakhshi-999a1a33/">Hoda Bakhshi</a></li>
+<li><a href="https://www.linkedin.com/in/diego-pajarito-grajales-26277232/">Diego Pajarito</a></li>
+<li><a href="https://www.linkedin.com/in/mfbenitezp/">Fernando Benitez-Paez</a></li>
+</ul>
 <h2 id="sponsors">Sponsors</h2>
 <style>
   .logo-grid {
@@ -2608,9 +2635,9 @@ <h2 id="sponsors">Sponsors</h2>
 <!--radix_placeholder_appendices-->
 <div class="appendix-bottom">
 <h3 id="updates-and-corrections">Corrections</h3>
-<p>If you see mistakes or want to suggest changes, please <a href="https://github.com/GeoTecINIT/agilephdschool2022/issues/new">create an issue</a> on the source repository.</p>
+<p>If you see mistakes or want to suggest changes, please <a href="https://github.com/BEGIN-StAndrews/agilephdschool2024/issues/new">create an issue</a> on the source repository.</p>
 <h3 id="reuse">Reuse</h3>
-<p>Text and figures are licensed under Creative Commons Attribution <a rel="license" href="https://creativecommons.org/licenses/by/4.0/">CC BY 4.0</a>. Source code is available at <a href="https://github.com/GeoTecINIT/agilephdschool2022">https://github.com/GeoTecINIT/agilephdschool2022</a>, unless otherwise noted. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".</p>
+<p>Text and figures are licensed under Creative Commons Attribution <a rel="license" href="https://creativecommons.org/licenses/by/4.0/">CC BY 4.0</a>. Source code is available at <a href="https://github.com/BEGIN-StAndrews/agilephdschool2024">https://github.com/BEGIN-StAndrews/agilephdschool2024</a>, unless otherwise noted. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".</p>
 </div>
 <!--/radix_placeholder_appendices-->
 <!--radix_placeholder_navigation_after_body-->
diff --git a/docs/search.json b/docs/search.json
index 0b08295..cfcb9a8 100644
--- a/docs/search.json
+++ b/docs/search.json
@@ -4,8 +4,8 @@
       "path": "index.html",
       "title": "AGILE PhD School 2024",
       "author": [],
-      "contents": "\n\nContents\nProgramme.\nDay 1 (31 May 2022, Tuesday)\nDay 2 (1 June 2022, Wednesday)\nDay 3 (2 June 2022, Thursday)\nDay 4 (3 June 2022, Friday)\n\nSponsors\n\n\n\n\n\nNovember 27th to 29th, 2024, at the Universitat Jaume I, Castellón (Spain)\nThe AGILE PhD school is designed to connect PhD students from various countries. Its goal is to provide a forum for PhD students to showcase their research progress, exchange ideas, engage in discussions on geospatial methods, and enhance their geoinformatics-related skills.\nParticipation in the school will enable attendees to:\nBe exposed to the diversity of fields and common features of our domain\nExchange ideas about the PhD process itself\nDevelop their network\nBe exposed to the reproducibility practices in the GIScience field.\nProgramme.\nNote: timetable is indicative. Details in progress\nDay 1 (31 May 2022, Tuesday)\nArrival of participants. Accommodation: Doña Lola hotel\nDay 2 (1 June 2022, Wednesday)\nFacilitators: Vicent Beltrán Palanques, Carlos Granell\nMeeting room: Espaitec2 building, UB1206SM room, 2nd floor.\nMorning session\n9:00 - 10:00 Welcome and logistics\nCoffee break\n10:30 - 13:30 Topic: Three-minute thesis presentations (3MTP)\nAcademic spoken genres and multimodality\nThree-Minute Thesis Presentations: The genre, characteristics, and structure.\nPreparation of Three-Minute Thesis Presentations\nLunch at Restaurante Agora in campus\nAfternoon session\n15:00 - 17:00 Participants’ presentations and discussion\n20:45 Dinner at La Tagliatella in Castellón. Location\nDay 3 (2 June 2022, Thursday)\nFacilitators: Frank Ostermann, Carlos Granell\nMeeting room: School of Experimental Sciences, TD0112FR room, 1st floor.\nMorning session\n9:00 - 10:00 Reproducible Research @ AGILE\nCoffee break at Cafe Dels Sentits in campus\n10:30 - 13:30 Topic: what are reproducibility/replicability and how to ensure it\nLunch at Restaurante Agora in campus\nAfternoon session\n15:00 - 17:00 Reproducible plan exercise & peer assessment\nBegining at 19:30, chat, craft beers & dinner at The Temple Bar in Castellón. Location\nDay 4 (3 June 2022, Friday)\nFacilitators: Frank Ostermann, Carlos Granell\nMeeting room: Espaitec2 building, UB1206SM room, 2nd floor.\nMorning session\nMain activity is a Group Debate (in favour vs. against) on open science & reproducibility impact in early-stage researchers: what they mean for participants’ work, what concerns they have, barriers to openness, what works, arguments in support, arguments against, etc.\n9:30 - 10:00 Short recap of open and reproducible research & Open Science\n10:00 - 10:30 Group wor: debate preparation\nCoffee break\n11:00 - 11:15 group work: debate preparation\n11:15 - 11:35 debate and Q&A\n11:35 - 11:55 group work: rebuttals, counterarguments)\n11:55 - 12:15 debate\n12:15 - 12:45 feedback on reproducible plans,\n12:45 - 13:00 Closing remarks\nLunch at Restaurante Agora in campus\nSponsors\n\n\n\n\n\n\n\n\n\n\n\n",
-      "last_modified": "2024-05-31T09:08:54+01:00"
+      "contents": "\n\nContents\nProgramme.\nDay 1: Arrival to the Venue\nDay 2: Welcoming and Fundamental Academic Skills\n\nDay 3: GeoAI for the Social Good\nThursday, November 28th 2024\n\nDay 4: Final presentations and closing remarks\nFriday, November 29th 2024\n\nOrganizing Commitee\nSponsors\n\n\n\n\n\nNovember 27th to 29th 2024, at the Universitat Jaume I, Castellón de la Plana (Spain)\nThe AGILE PhD school is designed to connect PhD students from various countries. Its goal is to provide a forum for PhD students to showcase their research progress, exchange ideas, engage in discussions on geospatial methods, and enhance their geoinformatics-related skills.\nParticipation in the school will enable attendees to:\nBe exposed to the diversity of fields and common features of our domain\nExchange ideas about the PhD process itself\nDevelop their network\nBe exposed to the reproducibility practices in the GIScience field.\nProgramme.\nNote: timetable is indicative. Details in progress\nDay 1: Arrival to the Venue\nTuesday, November 26th 2024\nArrival of participants. Accommodation: Doña Lola hotel\nDay 2: Welcoming and Fundamental Academic Skills\nWednesday, November 27th 2024\nFacilitators: Alina Ristea, Hoda Bakhshi, Diego Pajarito, Fernando Benitez-Paez\nMeeting room: TBD\nMorning session\n09:00 - 10:00 - Intro and welcoming\nCoffee break\n10:30 - 13:30 ECR Panel Discussion – What does that mean to be a PhD Student (The joy and the struggles)\nLunch at Restaurante Agora in campus\nAfternoon session\n15:00 - 16:00 - Three-minute abstract presentations by participants\n16:00 - 17:00 - Scientific paper - The basic structure\n21:00 Dinner TBD\nDay 3: GeoAI for the Social Good\nThursday, November 28th 2024\nFacilitators: Facilitators: Alina Ristea, Hoda Bakhshi, Diego Pajarito, Fernando Benitez-Paez\nMeeting room: TBD\nMorning session\n09:00 - 10:00 Keynote Speaker No 1 – Anita Graser\n10:00 - 11:00 - Post-Keynote Discussion and Brainstorming: Participants should form goups to brainstorm potential research questions or projects using GeoAI and open-source tools, guided by the insights from the keynote.\nEach group selects one research proposal/idea and outlines how to enhance it using the tools and methods discussed.\nOutcome requiered: Develop a preliminary outline or draft of a potential journal paper, highlighting the problem, Research Question, methodology, and expected outcomes.\nCoffee break\n11:30 - 13:30 - Post-Keynote Discussion and Brainstorming,\nLunch at Restaurante Agora in campus\nAfternoon session\n15:00 - 16:00 - Keynote Speaker No 2 – TBD\n16:00 - 18:00 - Post-Keynote Discussion and Brainstorming: Continuation of the morning brainstomring and drafting the paper idea based on the keynote speakers tools, methods and suggestions.\nBegining at 19:30, chat, craft beers & dinner at The Temple Bar in Castellón. Location\nDay 4: Final presentations and closing remarks\nFriday, November 29th 2024\nFacilitators: Alina Ristea, Hoda Bakhshi, Diego Pajarito, Fernando Benitez-Paez\nMeeting room: TBD\nMorning session\n10:00 - 11:00 Open Science and Reproducibility – The Turing Way\nCoffee break\n11:30 - 13:00: Final Presentation and Feedback Session:\nBased on the previous brainstroming sessions, and the progress with the drafted ideas, groups should prepare a brief presentation (max 3 slide) of their enhanced research proposal or draft journal paper, emphasizing the use or integration of keynote speakers’ tools, methods or ideas.\n13:00 - 13:30 Closing remarks\nLunch at Restaurante Agora in campus\nOrganizing Commitee\nCarlos Granell\nAlina Ristea\nHoda Bakhshi\nDiego Pajarito\nFernando Benitez-Paez\nSponsors\n\n\n\n\n\n\n\n\n\n\n\n",
+      "last_modified": "2024-05-31T11:57:43+01:00"
     }
   ],
   "collections": []
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index fbdb7a4..b0ba240 100644
--- a/docs/sitemap.xml
+++ b/docs/sitemap.xml
@@ -1,7 +1,7 @@
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   <url>
-    <loc>https://geotecinit.github.io/agilephdschool2022/</loc>
-    <lastmod>2024-05-31T09:08:52+01:00</lastmod>
+    <loc>https://begin-standrews.github.io/agilephdschool2024/</loc>
+    <lastmod>2024-05-31T11:57:41+01:00</lastmod>
   </url>
 </urlset>
diff --git a/index.Rmd b/index.Rmd
index 98d2fe4..54e383d 100644
--- a/index.Rmd
+++ b/index.Rmd
@@ -28,14 +28,14 @@ meta() %>%
 
 ![](assets/cathedralcastellondelaplananight.jpg)
 
-November 27th to 29th, 2024, at the Universitat Jaume I, Castellón (Spain)
+November 27th to 29th 2024, at the Universitat Jaume I, Castellón de la Plana (Spain)
 
 The AGILE PhD school is designed to connect PhD students from various countries. Its goal is to provide a forum for PhD students to showcase their research progress, exchange ideas, engage in discussions on geospatial methods, and enhance their geoinformatics-related skills. 
 
 Participation in the school will enable attendees to:
 
 -   Be exposed to the diversity of fields and common features of our domain
--   Exchange ideas about the PhD process itself\
+-   Exchange ideas about the PhD process itself
 -   Develop their network
 -   Be exposed to the reproducibility practices in the GIScience field.                                                                                                                                                   
 
@@ -43,93 +43,90 @@ Participation in the school will enable attendees to:
 
 *Note: timetable is indicative. Details in progress*
 
-### Day 1 (31 May 2022, Tuesday)
+### Day 1: Arrival to the Venue
+#### Tuesday, November 26th 2024
 
 Arrival of participants. Accommodation: [Doña Lola hotel](http://www.hoteldonalola.com/)
 
-### Day 2 (1 June 2022, Wednesday)
+### Day 2: Welcoming and Fundamental Academic Skills
+#### Wednesday, November 27th 2024
 
-*Facilitators*: [Vicent Beltrán Palanques](http://www.grape.uji.es/wordpress/language/en/vicent-beltran-palanques/), [Carlos Granell](http://carlosgranell.eu/)
+*Facilitators*: [Alina Ristea](https://www.linkedin.com/in/risteaalina), [Hoda Bakhshi](https://www.linkedin.com/in/hoda-bakhshi-999a1a33/), [Diego Pajarito](https://www.linkedin.com/in/diego-pajarito-grajales-26277232/), [Fernando Benitez-Paez](https://www.linkedin.com/in/mfbenitezp/)
 
-*Meeting room*: Espaitec2 building, [UB1206SM](http://smart.uji.es/index.php?room=UB1206SM) room, 2nd floor.
+*Meeting room*: TBD
 
 **Morning session**
 
-9:00 - 10:00 Welcome and logistics
-
-Coffee break
-
-10:30 - 13:30 Topic: Three-minute thesis presentations (3MTP)
-
--   Academic spoken genres and multimodality
-
--   Three-Minute Thesis Presentations: The genre, characteristics, and structure.
-
--   Preparation of Three-Minute Thesis Presentations
-
-Lunch at *Restaurante Agora* in campus
+- 09:00 - 10:00 - Intro and welcoming
+- Coffee break
+- 10:30 - 13:30 ECR Panel Discussion – What does that mean to be a PhD Student (The joy and the struggles)
+- Lunch at *Restaurante Agora* in campus
 
 **Afternoon session**
 
-15:00 - 17:00 Participants' presentations and discussion
-
-20:45 **Dinner** at [La Tagliatella](https://www.latagliatella.es/restaurantes/castellon/castellon) in Castellón. [Location](https://www.google.es/maps/place/Restaurante+La+Tagliatella+%7C+Castell%C3%B3n+de+la+Plana/@39.9827341,-0.0327887,17z/data=!3m1!4b1!4m5!3m4!1s0xd5fffd5d85a58cd:0xaa3bd611c1e568cd!8m2!3d39.9827341!4d-0.0327887)
+- 15:00 - 16:00 - Three-minute abstract presentations by participants
+- 16:00 - 17:00 - Scientific paper - The basic structure
+- 21:00  **Dinner** TBD
 
-### Day 3 (2 June 2022, Thursday)
+## Day 3: GeoAI for the Social Good
+### Thursday, November 28th 2024
 
-*Facilitators*: [Frank Ostermann](https://research.utwente.nl/en/persons/frank-ostermann), [Carlos Granell](http://carlosgranell.eu/)
+*Facilitators*: *Facilitators*: [Alina Ristea](https://www.linkedin.com/in/risteaalina), [Hoda Bakhshi](https://www.linkedin.com/in/hoda-bakhshi-999a1a33/), [Diego Pajarito](https://www.linkedin.com/in/diego-pajarito-grajales-26277232/), [Fernando Benitez-Paez](https://www.linkedin.com/in/mfbenitezp/)
 
-*Meeting room*: School of Experimental Sciences, [TD0112FR](http://smart.uji.es/index.php?room=TD0112FR) room, 1st floor.
+*Meeting room*: TBD
 
 **Morning session**
 
-9:00 - 10:00 Reproducible Research \@ AGILE
+- 09:00 - 10:00 Keynote Speaker No 1 – Anita Graser
+- 10:00 - 11:00 - Post-Keynote Discussion and Brainstorming: Participants should form goups to brainstorm potential research questions or projects using GeoAI and open-source tools, guided by the insights from the keynote.
 
-Coffee break at *Cafe Dels Sentits* in campus
+Each group selects one research proposal/idea and outlines how to enhance it using the tools and methods discussed.
+Outcome requiered: Develop a preliminary outline or draft of a potential journal paper, highlighting the problem, Research Question, methodology, and expected outcomes. 
 
-10:30 - 13:30 Topic: what are reproducibility/replicability and how to ensure it
+- Coffee break
 
-Lunch at *Restaurante Agora* in campus
+- 11:30 - 13:30 - Post-Keynote Discussion and Brainstorming,
 
-**Afternoon session**
-
-15:00 - 17:00 Reproducible plan exercise & peer assessment
+- Lunch at *Restaurante Agora* in campus
 
-Begining at 19:30,  **chat, craft beers & dinner** at [The Temple Bar](https://www.thetemplebarcastellon.com/) in Castellón. [Location](https://www.google.es/maps/place/Temple+Smash+Burger/@39.9860844,-0.0330139,17z/data=!3m1!4b1!4m5!3m4!1s0xd5fffd6d25bbd95:0x7eca84b89ede24dc!8m2!3d39.9860803!4d-0.0308252)
+**Afternoon session**
 
-### Day 4 (3 June 2022, Friday)
+- 15:00 - 16:00 - Keynote Speaker No 2 – TBD
 
-*Facilitators*: [Frank Ostermann](https://research.utwente.nl/en/persons/frank-ostermann), [Carlos Granell](http://carlosgranell.eu/)
+- 16:00 - 18:00 - Post-Keynote Discussion and Brainstorming: Continuation of the morning brainstomring and drafting the paper idea based on the keynote speakers tools, methods and suggestions.
 
-*Meeting room*: Espaitec2 building, [UB1206SM](http://smart.uji.es/index.php?room=UB1206SM) room, 2nd floor.
+- Begining at 19:30,  **chat, craft beers & dinner** at [The Temple Bar](https://www.thetemplebarcastellon.com/) in Castellón. [Location](https://www.google.es/maps/place/Temple+Smash+Burger/@39.9860844,-0.0330139,17z/data=!3m1!4b1!4m5!3m4!1s0xd5fffd6d25bbd95:0x7eca84b89ede24dc!8m2!3d39.9860803!4d-0.0308252)
 
-**Morning session**
 
-Main activity is a Group Debate (in favour _vs._ against) on open science & reproducibility impact in early-stage researchers: what they mean for participants' work, what concerns they have, barriers to openness, what works, arguments in support, arguments against, etc.
+## Day 4: Final presentations and closing remarks
+### Friday, November 29th 2024
 
-9:30 - 10:00 Short recap of open and reproducible research & Open Science 
+*Facilitators*: [Alina Ristea](https://www.linkedin.com/in/risteaalina), [Hoda Bakhshi](https://www.linkedin.com/in/hoda-bakhshi-999a1a33/), [Diego Pajarito](https://www.linkedin.com/in/diego-pajarito-grajales-26277232/), [Fernando Benitez-Paez](https://www.linkedin.com/in/mfbenitezp/)
 
-10:00 - 10:30 Group wor: debate preparation
+*Meeting room*: TBD
 
-Coffee break
-
-11:00 - 11:15 group work: debate preparation
+**Morning session**
 
-11:15 - 11:35 debate and Q&A
+- 10:00 - 11:00 Open Science and Reproducibility – The Turing Way
+- Coffee break
+- 11:30 - 13:00: Final Presentation and Feedback Session:
 
-11:35 - 11:55 group work: rebuttals, counterarguments)
+Based on the previous brainstroming sessions, and the progress with the drafted ideas, groups should prepare a brief presentation (max 3 slide) of their enhanced research proposal or draft journal paper, emphasizing the use or integration of keynote speakers' tools, methods or ideas.
 
-11:55 - 12:15 debate
+- 13:00 - 13:30 Closing remarks
 
-12:15 - 12:45 feedback on reproducible plans,
+- Lunch at *Restaurante Agora* in campus
 
-12:45 - 13:00 Closing remarks
+## Organizing Commitee
 
-Lunch at *Restaurante Agora* in campus
+- [Carlos Granell](http://carlosgranell.eu/)
+- [Alina Ristea](https://www.linkedin.com/in/risteaalina)
+- [Hoda Bakhshi](https://www.linkedin.com/in/hoda-bakhshi-999a1a33/)
+- [Diego Pajarito](https://www.linkedin.com/in/diego-pajarito-grajales-26277232/)
+- [Fernando Benitez-Paez](https://www.linkedin.com/in/mfbenitezp/)
 
 ## Sponsors
 
-
 <style>
   .logo-grid {
     display: grid;