{"id":2761,"date":"2019-09-17T18:22:31","date_gmt":"2019-09-17T22:22:31","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?p=2761"},"modified":"2019-09-17T18:22:32","modified_gmt":"2019-09-17T22:22:32","slug":"cs-388-week-4-update","status":"publish","type":"post","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/09\/17\/cs-388-week-4-update\/","title":{"rendered":"CS 388 \u2013 Week 4 \u2013 Update"},"content":{"rendered":"\n<p>Below are the papers I read for each idea this week. I also read more papers for my third idea, \u201cFire Spread Simulation\u201d and found the cellular automata algorithm mentioned in one of the papers quite interesting. The basic idea behind the model is to break down the images of the forest fire into different cells and apply the same algorithms onto each cell, similar to divide and conquer. The authors have also developed an improved algorithm based on this model to not only predict how fire spreads but also trace the source of fire.<\/p>\n\n\n\n<p><strong>Improve Fire Identification Mapping and Monitoring Algorithm (FIMMA)\u00a0<\/strong><br>[1]\u00a0 Z. Li, W. Jiang, F. Wang, Q. Meng, X. Zheng, and B. Liu, \u201cGIS based dynamic modeling of fire spread with heterogeneous cellular automation model and standardized emergency management protocol,\u201d Proceedings of the 3rd ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management, EM-GIS 2017, 2017. <br>[2]\u00a0 X. Xie, J. Wang, H. Qin, and X. Cheng, \u201cThe simulation and research of fire spread situation based on osg,\u201d ACM International Conference Proceeding Series, pp. 156\u2013159, 2019. <br>  <\/p>\n\n\n\n<p><strong>Fire Detection Using A Combination of Different Image Analysis Techniques<\/strong><\/p>\n\n\n\n[1]\u00a0 L. Giglio, W. Schroeder, and C. O. Justice, \u201cThe collection 6 MODIS active fire detection algorithm and fire products,\u201d Remote Sensing of Environment, vol. 178, pp. 31\u201341, jun 2016. <br>[2]\u00a0 Y. Long and X. Hu, \u201cSpatial partition-based particle filtering for data assimilation inwildfire spread simulation,\u201d ACM Transactions on Spatial Algorithms and Systems, vol. 3, no. 2, aug 2017. <br>    <\/p>\n\n\n\n<p><strong>Fire Spread Simulation\u00a0<\/strong><br>[1]\u00a0 X. Rui, S. Hui, X. Yu, B. Wu, and G. Zhang, \u201cForest fire spread simulation algorithm based on cellular automata,\u201d Natural Hazards, vol. 91, no. 1, pp. 309\u2013319, 2018.\u00a0<br>[2]\u00a0 S. K. Singh and S. Kanga, \u201cForest Fire Simulation Modeling using Remote Sensing &amp; GIS,\u201d International Journal of Advanced Research in Computer Science, vol. 8, no. 5. [Online]. Available: https:\/\/www.researchgate.net\/publication\/325848449\u00a0<br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Below are the papers I read for each idea this week. I also read more papers for my third idea, \u201cFire Spread Simulation\u201d and found the cellular automata algorithm mentioned in one of the papers quite interesting. The basic idea &hellip; <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/09\/17\/cs-388-week-4-update\/\">Read More<\/a><\/p>\n","protected":false},"author":86,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[101,19,103],"tags":[],"class_list":["post-2761","post","type-post","status-publish","format-standard","hentry","category-101","category-student","category-thuy-thai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>CS 388 \u2013 Week 4 \u2013 Update - CS\/DS Student Portfolios<\/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:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/09\/17\/cs-388-week-4-update\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"CS 388 \u2013 Week 4 \u2013 Update - CS\/DS Student Portfolios\" \/>\n<meta property=\"og:description\" content=\"Below are the papers I read for each idea this week. I also read more papers for my third idea, \u201cFire Spread Simulation\u201d and found the cellular automata algorithm mentioned in one of the papers quite interesting. 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The basic idea &hellip; Read More","og_url":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/09\/17\/cs-388-week-4-update\/","og_site_name":"CS\/DS Student Portfolios","article_published_time":"2019-09-17T22:22:31+00:00","article_modified_time":"2019-09-17T22:22:32+00:00","author":"Thuy Thai","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Thuy Thai","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/09\/17\/cs-388-week-4-update\/#article","isPartOf":{"@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/09\/17\/cs-388-week-4-update\/"},"author":{"name":"Thuy Thai","@id":"https:\/\/portfolios.cs.earlham.edu\/#\/schema\/person\/db65261e879bb31fec0b17e16e27362f"},"headline":"CS 388 \u2013 Week 4 \u2013 Update","datePublished":"2019-09-17T22:22:31+00:00","dateModified":"2019-09-17T22:22:32+00:00","mainEntityOfPage":{"@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/09\/17\/cs-388-week-4-update\/"},"wordCount":299,"commentCount":0,"articleSection":["2021","Student","Thuy Thai"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/09\/17\/cs-388-week-4-update\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/09\/17\/cs-388-week-4-update\/","url":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/09\/17\/cs-388-week-4-update\/","name":"CS 388 \u2013 Week 4 \u2013 Update - CS\/DS Student Portfolios","isPartOf":{"@id":"https:\/\/portfolios.cs.earlham.edu\/#website"},"datePublished":"2019-09-17T22:22:31+00:00","dateModified":"2019-09-17T22:22:32+00:00","author":{"@id":"https:\/\/portfolios.cs.earlham.edu\/#\/schema\/person\/db65261e879bb31fec0b17e16e27362f"},"breadcrumb":{"@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/09\/17\/cs-388-week-4-update\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/09\/17\/cs-388-week-4-update\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2019\/09\/17\/cs-388-week-4-update\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/portfolios.cs.earlham.edu\/"},{"@type":"ListItem","position":2,"name":"CS 388 \u2013 Week 4 \u2013 Update"}]},{"@type":"WebSite","@id":"https:\/\/portfolios.cs.earlham.edu\/#website","url":"https:\/\/portfolios.cs.earlham.edu\/","name":"CS\/DS Student Portfolios","description":"AI and ML, Image Classification, Arduino","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/portfolios.cs.earlham.edu\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/portfolios.cs.earlham.edu\/#\/schema\/person\/db65261e879bb31fec0b17e16e27362f","name":"Thuy Thai","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/595dcbe029c25027b969874b5667e14c6bfd24549192f64d22df9527b5480db5?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/595dcbe029c25027b969874b5667e14c6bfd24549192f64d22df9527b5480db5?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/595dcbe029c25027b969874b5667e14c6bfd24549192f64d22df9527b5480db5?s=96&d=mm&r=g","caption":"Thuy Thai"},"url":"https:\/\/portfolios.cs.earlham.edu\/index.php\/author\/tnthai17\/"}]}},"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"Thuy Thai","author_link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/author\/tnthai17\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/category\/student\/2021\/\" rel=\"category tag\">2021<\/a> <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/category\/student\/\" rel=\"category tag\">Student<\/a> <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/category\/student\/2021\/thuy-thai\/\" rel=\"category tag\">Thuy Thai<\/a>","rttpg_excerpt":"Below are the papers I read for each idea this week. I also read more papers for my third idea, \u201cFire Spread Simulation\u201d and found the cellular automata algorithm mentioned in one of the papers quite interesting. The basic idea &hellip; Read More","_links":{"self":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/2761","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/users\/86"}],"replies":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/comments?post=2761"}],"version-history":[{"count":1,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/2761\/revisions"}],"predecessor-version":[{"id":2762,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/2761\/revisions\/2762"}],"wp:attachment":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/media?parent=2761"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/categories?post=2761"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/tags?post=2761"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}