{"id":443,"date":"2026-08-13T13:19:22","date_gmt":"2026-08-13T05:19:22","guid":{"rendered":"https:\/\/www.ukm.my\/jccass\/?p=443"},"modified":"2026-08-13T14:22:27","modified_gmt":"2026-08-13T06:22:27","slug":"machine-learning-and-remote-sensing-technologies-for-algae-monitoring-and-prediction-in-freshwater","status":"publish","type":"post","link":"https:\/\/www.ukm.my\/jccass\/machine-learning-and-remote-sensing-technologies-for-algae-monitoring-and-prediction-in-freshwater\/","title":{"rendered":"Machine Learning and Remote Sensing Technologies for Algae Monitoring and Prediction in Freshwater"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Muhammad Sarfraz Ahmad Mangat, Teh Sabariah Abd Manan, Sharifah Sakinah Syed Abd Mutalib, Hiroki Matsuda, Yasuhiro Tawara, Rana Muhammad Mubeen Muhsin, Zarimah Hanafiah, Nur Liyana Mohd Kamal, Salmia Beddu, Daud Mohamad, Nur Azwa Muhamad Bashar, Wan Hanna Melini Wan Mohtar, Muhammad Raza Ul Mustafa, Mohamed Hasnain Isa, Hamidi Abdul Aziz, Mohd Suffian Yusoff<\/p>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/www.ukm.my\/jccass\/wp-content\/uploads\/2026\/08\/95492-341837-1-PB.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"PDF embed\"><\/object><a href=\"https:\/\/www.ukm.my\/jccass\/wp-content\/uploads\/2026\/08\/95492-341837-1-PB.pdf\" class=\"wp-block-file__button wp-element-button\" download>|  Download<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Muhammad Sarfraz Ahmad Mangat, Teh Sabariah Abd Manan, Sharifah Sakinah Syed Abd Mutalib, Hiroki Matsuda, Yasuhiro Tawara, Rana Muhammad Mubeen [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[5,6],"tags":[],"class_list":["post-443","post","type-post","status-publish","format-standard","hentry","category-articles","category-climate-change"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false},"uagb_author_info":{"display_name":false,"author_link":"https:\/\/www.ukm.my\/jccass\/author\/jccass\/"},"uagb_comment_info":0,"uagb_excerpt":"Muhammad Sarfraz Ahmad Mangat, Teh Sabariah Abd Manan, Sharifah Sakinah Syed Abd Mutalib, Hiroki Matsuda, Yasuhiro Tawara, Rana Muhammad Mubeen [&hellip;]","_links":{"self":[{"href":"https:\/\/www.ukm.my\/jccass\/wp-json\/wp\/v2\/posts\/443","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ukm.my\/jccass\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ukm.my\/jccass\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ukm.my\/jccass\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ukm.my\/jccass\/wp-json\/wp\/v2\/comments?post=443"}],"version-history":[{"count":3,"href":"https:\/\/www.ukm.my\/jccass\/wp-json\/wp\/v2\/posts\/443\/revisions"}],"predecessor-version":[{"id":457,"href":"https:\/\/www.ukm.my\/jccass\/wp-json\/wp\/v2\/posts\/443\/revisions\/457"}],"wp:attachment":[{"href":"https:\/\/www.ukm.my\/jccass\/wp-json\/wp\/v2\/media?parent=443"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ukm.my\/jccass\/wp-json\/wp\/v2\/categories?post=443"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ukm.my\/jccass\/wp-json\/wp\/v2\/tags?post=443"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}