{"id":9464,"date":"2025-09-22T13:26:58","date_gmt":"2025-09-22T10:26:58","guid":{"rendered":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464"},"modified":"2025-11-09T10:05:17","modified_gmt":"2025-11-09T07:05:17","slug":"a-masters-thesis-at-the-college-of-science-for-women-university-of-baghdad-revealed-levels-of-airborne-bacterial-contamination-using-remote-sensing-rs-techniques-and-geographic-informatio","status":"publish","type":"post","link":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464","title":{"rendered":"A Master\u2019s Thesis at the College of Science for Women, University of Baghdad, Revealed Levels of Airborne Bacterial Contamination Using Remote Sensing (RS) Techniques and Geographic Information Systems (GIS)."},"content":{"rendered":"

[vc_row full_width=”stretch_row” rtl_reverse=”yes” css=”.vc_custom_1726859899671{margin-top: -150px !important;padding-top: 150px !important;padding-bottom: 60px !important;background-color: #f5f5f5 !important;}”][vc_column width=”1\/2″]

<\/div>

Master <\/span><\/span>Discussion<\/span><\/span><\/p>\n

College of Science for Women \/ University of Baghdad examined the thesis (Measurement and Monitoring of Air Bacterial Contamination within the University of Baghdad in Al \u2013Jadria Campus by Using GIS Techniques) of the student Shahad Emad Muhaisen.<\/p>\n<\/div><\/div><\/div>

<\/div><\/div>
<\/div>
<\/div>
<\/i>
Objectives of the Thesis<\/div><\/span>
[vc_column_text css=””]The thesis aimed to evaluate airborne microbial pollution within the University of Baghdad campus \u2013 Al-Jadriya Complex by measuring bacterial concentrations in the air and investigating their correlations with environmental factors, including temperature, relative humidity, and particulate matter (PM2.5 and PM10). Air samples were collected from ten different sites across the campus from December 2023 to June 2024, covering both wet and dry months.[\/vc_column_text]<\/div><\/div>
<\/i>
Content of the Thesis<\/div><\/span>
[vc_column_text css=””]The study focused on three main approaches: Firstly, measuring environmental variables using a portable CEM device and GPS to determine sampling locations. Secondly, applying GIS techniques to generate spatial distribution maps and identify hotspots, along with employing remote sensing (RS) techniques to compare ground data with satellite observations. Thirdly, performing molecular identification of airborne bacterial isolates using the 16S rRNA gene.[\/vc_column_text]<\/div><\/div>
<\/i>
recommendations of the Thesis<\/div><\/span>
[vc_column_text css=””]The most important recommendations which the study has come up:<\/p>\n
    \n
  1. Particulate matter concentrations (PM2.5 and PM10) exceeded the permissible limits according to the national air quality standards in Iraq, particularly during the wet months.<\/li>\n
  2. Airborne bacterial counts within the campus surpassed the global levels reported by the European Commission for air quality.<\/li>\n
  3. The highest bacterial concentration during wet months was recorded at site S5 (College of Engineering \u2013 Al-Khwarizmi), while during dry months the highest concentration appeared at site S2 (College of Media).<\/li>\n
  4. Site S6 (College of Science) exhibited the highest bacterial diversity, indicating a richer and more complex microbial environment.<\/li>\n
  5. Molecular identification of airborne bacteria included 12 isolates: Neobacillus drentensis<\/em>, Priestia endophytica<\/em>, Arthrobacter luteolus<\/em>, Exiguobacterium sp<\/em>., Exiguobacterium mexicanum<\/em>, Moraxella osloensis<\/em>, Enterobacter ludwigii<\/em>, Peribacillus simplex<\/em>, Priestia aryabhattai<\/em>, Priestia megaterium<\/em>, Chryseomicrobium amylolyticum<\/em>.<\/li>\n
  6. Isolation and molecular analysis revealed remarkable microbial diversity, with several species documented for the first time in Iraq from outdoor air, while others had been previously identified from non-airborne environments. All genetic sequences of the isolates were registered in the NCBI database under the names of the student and her supervisor.<\/li>\n<\/ol>\n

    [\/vc_column_text]<\/div><\/div>

    <\/i>
    Thesis grad<\/div><\/span>
    [vc_column_text css=””]Excellent grade.[\/vc_column_text]<\/div><\/div>
    <\/i>
    Picture of the Committee members<\/div><\/span>
    [vc_column_text css=””]<\/p>\n
    \n
    \"\"<\/div>\n<\/div>\n

    [\/vc_column_text]<\/div><\/div><\/div><\/div>[vc_raw_js]JTNDc2NyaXB0JTNFJTIwdmFyJTIwdHJhbnNfcGFnZSUzRCUyMjQ5NjcwJTIwJTIyJTIwJTNDJTJGc2NyaXB0JTNF[\/vc_raw_js][\/vc_column][vc_column width=”1\/2″]

    <\/div>[vc_single_image image=”9466″ img_size=”700×700″ alignment=”right” css=””][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

    [vc_row full_width=”stretch_row” rtl_reverse=”yes” css=”.vc_custom_1726859899671{margin-top: -150px !important;padding-top: 150px !important;padding-bottom: 60px !important;background-color: #f5f5f5 !important;}”][vc_column width=”1\/2″][vc_raw_js]JTNDc2NyaXB0JTNFJTIwdmFyJTIwdHJhbnNfcGFnZSUzRCUyMjQ5NjcwJTIwJTIyJTIwJTNDJTJGc2NyaXB0JTNF[\/vc_raw_js][\/vc_column][vc_column width=”1\/2″][vc_single_image image=”9466″ img_size=”700×700″ alignment=”right” css=””][\/vc_column][\/vc_row] … <\/p>\n","protected":false},"author":29,"featured_media":9466,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"no","_lmt_disable":"","footnotes":""},"categories":[15,12],"tags":[],"class_list":["post-9464","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-masters","category-postgraduate-discussions"],"yoast_head":"\nA Master\u2019s Thesis at the College of Science for Women, University of Baghdad, Revealed Levels of Airborne Bacterial Contamination Using Remote Sensing (RS) Techniques and Geographic Information Systems (GIS). - College of Science for Women<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A Master\u2019s Thesis at the College of Science for Women, University of Baghdad, Revealed Levels of Airborne Bacterial Contamination Using Remote Sensing (RS) Techniques and Geographic Information Systems (GIS). - College of Science for Women\" \/>\n<meta property=\"og:description\" content=\"[vc_row full_width=”stretch_row” rtl_reverse=”yes” css=”.vc_custom_1726859899671{margin-top: -150px !important;padding-top: 150px !important;padding-bottom: 60px !important;background-color: #f5f5f5 !important;}”][vc_column width=”1\/2″][vc_raw_js]JTNDc2NyaXB0JTNFJTIwdmFyJTIwdHJhbnNfcGFnZSUzRCUyMjQ5NjcwJTIwJTIyJTIwJTNDJTJGc2NyaXB0JTNF[\/vc_raw_js][\/vc_column][vc_column width=”1\/2″][vc_single_image image=”9466″ img_size=”700×700″ alignment=”right” css=””][\/vc_column][\/vc_row] ...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464\" \/>\n<meta property=\"og:site_name\" content=\"College of Science for Women\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-22T10:26:58+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-09T07:05:17+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/en.csw.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/97\/2025\/09\/photo_2025-09-02_09-59-49.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"1120\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"csw\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"csw\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464\",\"url\":\"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464\",\"name\":\"A Master\u2019s Thesis at the College of Science for Women, University of Baghdad, Revealed Levels of Airborne Bacterial Contamination Using Remote Sensing (RS) Techniques and Geographic Information Systems (GIS). - College of Science for Women\",\"isPartOf\":{\"@id\":\"https:\/\/en.csw.uobaghdad.edu.iq\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464#primaryimage\"},\"image\":{\"@id\":\"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464#primaryimage\"},\"thumbnailUrl\":\"https:\/\/en.csw.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/97\/2025\/09\/photo_2025-09-02_09-59-49.jpg\",\"datePublished\":\"2025-09-22T10:26:58+00:00\",\"dateModified\":\"2025-11-09T07:05:17+00:00\",\"author\":{\"@id\":\"https:\/\/en.csw.uobaghdad.edu.iq\/#\/schema\/person\/e2d8d23f32d2810ed05a93fd995a99de\"},\"breadcrumb\":{\"@id\":\"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464#primaryimage\",\"url\":\"https:\/\/en.csw.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/97\/2025\/09\/photo_2025-09-02_09-59-49.jpg\",\"contentUrl\":\"https:\/\/en.csw.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/97\/2025\/09\/photo_2025-09-02_09-59-49.jpg\",\"width\":1280,\"height\":1120},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/en.csw.uobaghdad.edu.iq\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"A Master\u2019s Thesis at the College of Science for Women, University of Baghdad, Revealed Levels of Airborne Bacterial Contamination Using Remote Sensing (RS) Techniques and Geographic Information Systems (GIS).\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/en.csw.uobaghdad.edu.iq\/#website\",\"url\":\"https:\/\/en.csw.uobaghdad.edu.iq\/\",\"name\":\"College of Science for Women\",\"description\":\"University of baghdad\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/en.csw.uobaghdad.edu.iq\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/en.csw.uobaghdad.edu.iq\/#\/schema\/person\/e2d8d23f32d2810ed05a93fd995a99de\",\"name\":\"csw\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/en.csw.uobaghdad.edu.iq\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/975096ae94d110f34c0a04073463cc8b4e1348753830dceb23577827e607beec?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/975096ae94d110f34c0a04073463cc8b4e1348753830dceb23577827e607beec?s=96&d=mm&r=g\",\"caption\":\"csw\"},\"url\":\"https:\/\/en.csw.uobaghdad.edu.iq\/?author=29\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"A Master\u2019s Thesis at the College of Science for Women, University of Baghdad, Revealed Levels of Airborne Bacterial Contamination Using Remote Sensing (RS) Techniques and Geographic Information Systems (GIS). - College of Science for Women","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464","og_locale":"en_US","og_type":"article","og_title":"A Master\u2019s Thesis at the College of Science for Women, University of Baghdad, Revealed Levels of Airborne Bacterial Contamination Using Remote Sensing (RS) Techniques and Geographic Information Systems (GIS). - College of Science for Women","og_description":"[vc_row full_width=”stretch_row” rtl_reverse=”yes” css=”.vc_custom_1726859899671{margin-top: -150px !important;padding-top: 150px !important;padding-bottom: 60px !important;background-color: #f5f5f5 !important;}”][vc_column width=”1\/2″][vc_raw_js]JTNDc2NyaXB0JTNFJTIwdmFyJTIwdHJhbnNfcGFnZSUzRCUyMjQ5NjcwJTIwJTIyJTIwJTNDJTJGc2NyaXB0JTNF[\/vc_raw_js][\/vc_column][vc_column width=”1\/2″][vc_single_image image=”9466″ img_size=”700×700″ alignment=”right” css=””][\/vc_column][\/vc_row] ...","og_url":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464","og_site_name":"College of Science for Women","article_published_time":"2025-09-22T10:26:58+00:00","article_modified_time":"2025-11-09T07:05:17+00:00","og_image":[{"width":1280,"height":1120,"url":"https:\/\/en.csw.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/97\/2025\/09\/photo_2025-09-02_09-59-49.jpg","type":"image\/jpeg"}],"author":"csw","twitter_card":"summary_large_image","twitter_misc":{"Written by":"csw","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464","url":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464","name":"A Master\u2019s Thesis at the College of Science for Women, University of Baghdad, Revealed Levels of Airborne Bacterial Contamination Using Remote Sensing (RS) Techniques and Geographic Information Systems (GIS). - College of Science for Women","isPartOf":{"@id":"https:\/\/en.csw.uobaghdad.edu.iq\/#website"},"primaryImageOfPage":{"@id":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464#primaryimage"},"image":{"@id":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464#primaryimage"},"thumbnailUrl":"https:\/\/en.csw.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/97\/2025\/09\/photo_2025-09-02_09-59-49.jpg","datePublished":"2025-09-22T10:26:58+00:00","dateModified":"2025-11-09T07:05:17+00:00","author":{"@id":"https:\/\/en.csw.uobaghdad.edu.iq\/#\/schema\/person\/e2d8d23f32d2810ed05a93fd995a99de"},"breadcrumb":{"@id":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464#primaryimage","url":"https:\/\/en.csw.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/97\/2025\/09\/photo_2025-09-02_09-59-49.jpg","contentUrl":"https:\/\/en.csw.uobaghdad.edu.iq\/wp-content\/uploads\/sites\/97\/2025\/09\/photo_2025-09-02_09-59-49.jpg","width":1280,"height":1120},{"@type":"BreadcrumbList","@id":"https:\/\/en.csw.uobaghdad.edu.iq\/?p=9464#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/en.csw.uobaghdad.edu.iq\/"},{"@type":"ListItem","position":2,"name":"A Master\u2019s Thesis at the College of Science for Women, University of Baghdad, Revealed Levels of Airborne Bacterial Contamination Using Remote Sensing (RS) Techniques and Geographic Information Systems (GIS)."}]},{"@type":"WebSite","@id":"https:\/\/en.csw.uobaghdad.edu.iq\/#website","url":"https:\/\/en.csw.uobaghdad.edu.iq\/","name":"College of Science for Women","description":"University of baghdad","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/en.csw.uobaghdad.edu.iq\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/en.csw.uobaghdad.edu.iq\/#\/schema\/person\/e2d8d23f32d2810ed05a93fd995a99de","name":"csw","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/en.csw.uobaghdad.edu.iq\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/975096ae94d110f34c0a04073463cc8b4e1348753830dceb23577827e607beec?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/975096ae94d110f34c0a04073463cc8b4e1348753830dceb23577827e607beec?s=96&d=mm&r=g","caption":"csw"},"url":"https:\/\/en.csw.uobaghdad.edu.iq\/?author=29"}]}},"modified_by":"csw","_links":{"self":[{"href":"https:\/\/en.csw.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/9464","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/en.csw.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/en.csw.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/en.csw.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/users\/29"}],"replies":[{"embeddable":true,"href":"https:\/\/en.csw.uobaghdad.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9464"}],"version-history":[{"count":4,"href":"https:\/\/en.csw.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/9464\/revisions"}],"predecessor-version":[{"id":10111,"href":"https:\/\/en.csw.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/9464\/revisions\/10111"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/en.csw.uobaghdad.edu.iq\/index.php?rest_route=\/wp\/v2\/media\/9466"}],"wp:attachment":[{"href":"https:\/\/en.csw.uobaghdad.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9464"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/en.csw.uobaghdad.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9464"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/en.csw.uobaghdad.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9464"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}