{"id":17109,"date":"2023-06-26T14:43:43","date_gmt":"2023-06-26T06:43:43","guid":{"rendered":"https:\/\/cde.nus.edu.sg\/cee\/?page_id=17109"},"modified":"2025-10-06T15:07:06","modified_gmt":"2025-10-06T07:07:06","slug":"digital-water","status":"publish","type":"page","link":"https:\/\/cde.nus.edu.sg\/cee\/graduate\/graduate-certificate-programmes\/digital-water\/","title":{"rendered":"Graduate Certificate in Digital Water (DW)"},"content":{"rendered":"\n\n\t\t\t\t\t<ul id=\"menu-graduate\"><li id=\"menu-item-13772\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/overview\/\">Overview<\/a><\/li>\n<li id=\"menu-item-13774\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/coursework-based-programmes\/\">Coursework-based Programmes | NUS<\/a>\n<ul>\n\t<li id=\"menu-item-14093\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/coursework-based-programmes\/msc-ce\/\">MSc (Civil Engineering) | NUS<\/a><\/li>\n\t<li id=\"menu-item-14095\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/coursework-based-programmes\/msc-eve\/\">MSc (Environmental Engineering) | NUS<\/a><\/li>\n\t<li id=\"menu-item-19368\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/coursework-based-programmes\/cdegfp\/\">CDE Global Fellowship Programme<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-20264\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/coursework-based-programmes\/msc-internship\/\">MSc Student Industrial Attachment<\/a><\/li>\n<li id=\"menu-item-18687\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/coursework-based-programmes\/msc-sep\/\">MSc Student Exchange Programme<\/a><\/li>\n<li id=\"menu-item-13777\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/timetable\/\">Timetable<\/a><\/li>\n<li id=\"menu-item-13779\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/graduate-certificate-programmes\/\">Graduate Certificate Programmes (GC)<\/a>\n<ul>\n\t<li id=\"menu-item-17196\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/graduate-certificate-programmes\/cpfm\/\">Graduate Certificate in Coastal Protection and Flood Management (GC CPFM) | NUS<\/a><\/li>\n\t<li id=\"menu-item-17120\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/graduate-certificate-programmes\/digital-water\/\">Graduate Certificate in Digital Water (GC DW) | NUS<\/a><\/li>\n\t<li id=\"menu-item-14096\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/graduate-certificate-programmes\/digitalization-and-technology-construction-digi\/\">Graduate Certificate in Digitalization and Technology Construction (GC DTC) | NUS<\/a><\/li>\n\t<li id=\"menu-item-14097\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/graduate-certificate-programmes\/gc-ge\/\">Graduate Certificate in Geotechnical Engineering (GC GE) | NUS<\/a><\/li>\n\t<li id=\"menu-item-14393\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/graduate-certificate-programmes\/gc-structural\/\">Graduate Certificate in Structural Engineering (GC SE) | NUS<\/a><\/li>\n\t<li id=\"menu-item-14101\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/graduate-certificate-programmes\/gc-tes\/\">Graduate Certificate in Technology for Environmental Sustainability (GC TES)<\/a><\/li>\n\t<li id=\"menu-item-14102\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/graduate-certificate-programmes\/gc-graduates\/\">GC Graduates | NUS<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-14193\"><a href=\"\/cee\/graduate\/research-based-programmes\/\">Research-based Programmes<\/a>\n<ul>\n\t<li id=\"menu-item-14103\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/research-based-programmes\/\">PhD\/M.Eng | NUS<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-14195\"><a href=\"\/cee\/graduate\/scholarship\/s-d-iyer-scholarship\/\">Scholarship<\/a>\n<ul>\n\t<li id=\"menu-item-13782\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/scholarship\/s-d-iyer-scholarship\/\">S D IYER Scholarship<\/a><\/li>\n\t<li id=\"menu-item-13783\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/scholarship\/tucss-m-sc-geotec-scholarship\/\">TUCSS M.Sc. (Geotec) Scholarship<\/a><\/li>\n<\/ul>\n<\/li>\n<li id=\"menu-item-20207\"><a href=\"https:\/\/cde.nus.edu.sg\/cee\/graduate\/coursework-based-programmes\/ceepgclub\/\">NUS CEE Postgraduate Club<\/a><\/li>\n<\/ul>\t\n\t<h2>\n\t\tGraduate Certificate in Digital Water\n\t<\/h2>\n\t<p>Over the last decade, almost every aspect of our lives has become\u00a0<strong>digital<\/strong>\u00a0&#8211; from how we deal with finances to the ways in which we are entertained. Pervasive availability of powerful and interconnected technologies, including the Cloud and AI, are leading many business and governmental organizations on a journey of digital transformation. The\u00a0<strong>water<\/strong> sector is also undergoing process of being digitised.<\/p>\n<p>Digital water is a concept that we are starting to use in order to integrate it into businesses and the global water sector.<\/p>\n<p>The programme is suitable for Consultants, Government Officers, Water Resources and Project Managers.<\/p>\n<p>The Graduate Certificate is both intellectually inspiring and practical. Successful candidates will gain practical skills while obtaining deeper appreciation of implications of digitalisation on our profession.<\/p>\n<p><a href=\"https:\/\/cde.nus.edu.sg\/cee\/wp-content\/uploads\/sites\/7\/2025\/03\/T2510_GCDW.pdf\" target=\"_blank\" rel=\"noopener\">Click here for programme brochure<\/a><\/p>\n<h3>Eligibility<\/h3>\n<p>Applications are open to individuals with a Bachelor&#8217;s degree with relevant professional experience.<\/p>\n<h3>Application<\/h3>\n<p>Application for the January 2026 intake will open on 6 Oct 2025.<\/p>\n<p><em>Application for the August 2026 intake is scheduled to open around May 2026.<\/em><\/p>\n<p>Click\u00a0<a href=\"https:\/\/myapplications.nus.edu.sg\/\" target=\"_blank\" rel=\"noopener\"><strong>HERE<\/strong><\/a>\u00a0to apply.<\/p>\n<h3><strong>Deadline<\/strong><\/h3>\n<p>The application deadline for the January 2026 intake is 3 Nov 2025.<\/p>\n<p>Please select at least one course.<\/p>\n<h3><strong>Period of Candidature<\/strong><\/h3>\n<p>Maximum 2 years.<\/p>\n<h3><strong>Award of Graduate Certificate<\/strong><\/h3>\n<p>Upon completion of 12 units with a Grade Point Average (GPA) of at least 2.50 out of 5.00.<\/p>\n<h3><strong>Alternative Pathway:\u00a0Admission to Master of Science Programme<\/strong><\/h3>\n<ul>\n<li>Upon completion of the Graduate Certificate programme, graduates with GPA \u2265 3.00 may apply for a relevant MSc programme, subject to approval by host department.<\/li>\n<li>Submission of MSc programme application is required.<\/li>\n<li>Successfully completed courses with grade point \u2265 3.00 may be transferred, up to a maximum of 12 Units.<\/li>\n<li>Units transfer within 5 years from award of Graduate Certificate.<\/li>\n<\/ul>\n<h3><strong>Course Fee<\/strong><\/h3>\n<p>SGD 1,450 (before GST) per-unit of course<\/p>\n<h3><strong>Refund Policy<\/strong><\/h3>\n<ol>\n<li>For 100% refund for course registration cancellation: Cancellation must be made in writing 14 days BEFORE first day of lecture.<\/li>\n<li>Cancellation request is subject to approval by Department of Civil &amp; Environmental Engineering.<\/li>\n<li>Fees paid are non-refundable after the above-mentioned period.<\/li>\n<\/ol>\n<h3><strong>Contact<\/strong><\/h3>\n<strong>Ms Carrie Han<\/strong><br \/>\nEmail: <a href=\"mailto:evetay@nus.edu.sg\" target=\"_blank\" rel=\"noopener\">carrie_h@nus.edu.sg<\/a>\n<p>OR<\/p>\n<strong>Professor Vladan Babovic<br \/>\n<\/strong>Programme Director<br \/>\nEmail:\u00a0<a href=\"mailto:ceebv@nus.edu.sg\">ceebv@nus.edu.sg<\/a>\n<p>&nbsp;<\/p>\n\t<h3>Course Requirements<\/h3>\n<p><u>Complete at least 12 units of courses<\/u><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"160\"><strong>CE5310AB<\/strong><strong><\/strong><strong><br \/>\n<\/strong>(4 units)<\/td>\n<td width=\"491\"><strong>Hydroinformatics<\/strong>\nHydroinformatics is concerned with the development and application of mathematical modelling and advanced information technology tools to hydraulics, hydrological and environmental problems of urban, inland and coastal waters. On the technical side, in addition to computational hydraulics, Hydroinformatics has a strong interest in the use of techniques originating in data-driven techniques, such as artificial neural networks, support vector machines and evolutionary programming.<\/td>\n<\/tr>\n<tr>\n<td width=\"160\"><strong>CE5315AB<\/strong><strong><br \/>\n<\/strong>(4 units)&nbsp;<\/td>\n<td width=\"491\"><strong>Climate Science for Engineers<\/strong>\nThis course introduces fundamental mathematical and physical elements of the Earth climate with specific focus on clouds, precipitation, energy budget, planetary boundary layer and extreme weather phenomena. This knowledge is relevant for a better assessment of water and energy resources and impact assessments. Beyond introducing fundamental climatic processes, the course provides methods for the stochastic generation of climatic variables in a stationary and changing climate. It finally discusses broadly issues related to greenhouses gas emissions and future climate projections, outlining causes and potential solutions.<\/td>\n<\/tr>\n<tr>\n<td width=\"160\"><strong>CE5316A<\/strong><strong><br \/>\n<\/strong>(2 units)<\/td>\n<td width=\"491\"><strong>Water Resources for Smart and Liveable Cities: Introduction<\/strong>\n<p>Students will be introduced to the basic issues of collecting and using data as applied to urban hydraulic and hydrological systems. Topics to be covered will include data, data collection and internet of things (IOT), data storage, meta-data, and an introduction to Geographical Information Systems, and data visualization. Students will work on a project utilizing an actual instrumented catchment to appreciate the practical issues.<\/p>\nBy the end students should appreciate the issues related to capturing and visualizing hydraulic related data for smart cities.<\/td>\n<\/tr>\n<tr>\n<td width=\"160\"><strong>CE5316B<\/strong><strong><br \/>\n<\/strong>(2 units)<\/td>\n<td width=\"491\"><strong>Water Resources Modeling for Urban Catchments<\/strong>\n<p>This course introduces CE students to practical issues in the process from data collection to modelling rainfall to runoff. The focus will be on urban environments where the impact of flooding is magnified due to high population density. Students will collect, clean and use data to setup and run a basic catchment rainfall-runoff model.<\/p>\nThe understanding gained will provide students with a greater appreciation in the methodology used to translate fundamental knowledge to practical real-world situations specifically floods in an urban catchment.<\/td>\n<\/tr>\n<tr>\n<td width=\"160\"><strong>CE6077A<\/strong><strong><br \/>\n<\/strong>(2 units)<\/td>\n<td width=\"491\"><strong>Numerical Methods in Civil Engineering<\/strong>\n<p>This course introduces the basic principles to the numerical methods used for analysis of mechanics and environmental flow problems. Fundamental concepts in finite difference method, and the associated convergence and stability issues will be covered.<\/p>\nThe concepts of grids, issues with them and possible solution methods will be discussed. The course will enable the students to acquire the basic numerical analysis knowledge and computational skills through mini-projects and homework assignments.<\/td>\n<\/tr>\n<tr>\n<td width=\"160\"><strong>CE6077B<\/strong><strong><br \/>\n<\/strong>(2 units)<\/td>\n<td width=\"491\"><strong>Numerical Methods for Environmental Flows<\/strong>\n<p>This course builds on the fundamental concepts of numerical methods introduced in CE6077A and applies it to the transport processes of environmental systems such as the atmosphere, freshwater systems, estuaries, coastal seas and oceans. The focus will be on how numerical methods impact solutions due to the fundamental transport equations.<\/p>\nThe course will equip students to understand the importance of transport processes to environmental impacts, limitations of computer\/mathematical models to solve the transport processes and how to obtain relevant solutions given the limitations of the models.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Schedule of Courses<\/h3>\n<p>Department of Civil &amp; Environmental Engineering reserves the right to make changes to the schedule. In case of changes, all registered students will be informed accordingly, ahead of time.<\/p>\n<p>SkillsFuture Credits and SSG funding are not available.<\/p>\n<p><em>Registered students will be informed accordingly if there is a change in timetable.<\/em><\/p>\n\t\t\t\t\t\t<h5>GC-DW schedule<\/h5>\n\t\t\t<p>\u00a0<\/p>\n<p><a href=\"https:\/\/cde.nus.edu.sg\/cee\/wp-content\/uploads\/sites\/7\/2025\/10\/T2520_GCDW_TT_20251002.pdf\" target=\"_blank\" rel=\"noopener\">AY25\/26 Sem 2 schedule<\/a><\/p>\n<p><strong>Important notes<\/strong><\/p>\n<ul>\n<li>The Timetable is subject to change. Please revisit the respective link or refer to the latest class schedule on NUSMods closer to the start of the Semester.<\/li>\n<li>Department of Civil &amp; Environmental Engineering reserves the right to make updated changes when necessary &#8211; registered students will be informed.<\/li>\n<\/ul>\n<p>Past schedules (for reference purposes only):<\/p>\n<p><a href=\"https:\/\/cde.nus.edu.sg\/cee\/wp-content\/uploads\/sites\/7\/2025\/07\/T2510_GCDW_TT_20250711.pdf\" target=\"_blank\" rel=\"noopener\">AY25\/26 Sem 1 schedule<\/a><\/p>\n<p><a href=\"https:\/\/cde.nus.edu.sg\/cee\/wp-content\/uploads\/sites\/7\/2025\/04\/T2410_06026_GCDW_TT_20241010.pdf\" target=\"_blank\" rel=\"noopener\">AY24\/25 Sem 1 schedule<\/a><\/p>\n<p><a href=\"https:\/\/cde.nus.edu.sg\/cee\/wp-content\/uploads\/sites\/7\/2025\/04\/T2420_GCDW_TT_20241002.pdf\" target=\"_blank\" rel=\"noopener\">AY24\/25 Sem 2 schedule<\/a><\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>Overview Coursework-based Programmes | NUS MSc (Civil Engineering) | NUS MSc (Environmental Engineering) | NUS CDE Global Fellowship Programme MSc Student Industrial Attachment MSc Student Exchange Programme Timetable Graduate Certificate Programmes (GC) Graduate Certificate in Coastal Protection and Flood Management (GC CPFM) | NUS Graduate Certificate in Digital Water (GC DW) | NUS Graduate Certificate [&hellip;]<\/p>\n","protected":false},"author":240,"featured_media":0,"parent":482,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"","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":"","theme-transparent-header-meta":"default","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-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-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-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-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-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-gradient":""}},"footnotes":""},"class_list":["post-17109","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.7 - 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