Teaching

© 2025 Justine Blanford

Spatial-Temporal Analysis Framework for Health and Disease Mapping and Modelling

By • • Knowledge, Public, Research, Teaching • , , • 4 minutes of reading

By Shahabuddin Amerudin Abstract The study of spatial-temporal dynamics in health and disease mapping is crucial for understanding the spread and control of diseases. This review examines a comprehensive framework that integrates various scales of temporal and spatial data to enhance health and disease modeling. The framework leverages granular to broad/noisy data types, transitioning from local observations to global predictive models. This multidimensional approach is essential for developing effective public health strategies and interventions. Introduction The integration of spatial and temporal dimensions in health and disease mapping provides a more nuanced understanding of epidemiological patterns (Blanford, 2025). The spatial-temporal analysis […]

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Avoiding Wrong Decisions in Geospatial Analytics: Best Practices and Methodologies

By • • Knowledge, Research, Teaching • , , • 13 minutes of reading

Abstract Geospatial analytics has become an essential tool for decision-making across various sectors, including urban planning, agriculture, environmental monitoring, and disaster management. However, the complexity of geospatial data and the analytical methods used can lead to errors and misinterpretations, resulting in wrong decisions. This paper outlines a comprehensive framework to avoid making incorrect decisions in geospatial analytics by addressing key aspects such as problem definition, data quality, validation, multiple perspectives, expert consultation, and continuous monitoring. By following these best practices, practitioners can enhance the accuracy and reliability of their geospatial analyses and make more informed decisions. Introduction Geospatial analytics involves

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Preparing for the Dynamic Geospatial Industry: Insights for Academia and Research Organizations

By • • Knowledge, Public, Research, Teaching • , , , , , • 5 minutes of reading

By Shahabuddin Amerudin The geospatial industry is experiencing rapid evolution, driven by technological advancements and expanding applications across various sectors. This evolution has significant implications for academia and research organizations, which play a crucial role in preparing the next generation of geospatial professionals. This essay explores the prevailing job roles within the geospatial industry, the evolving skill sets and academic requirements, sectors showing significant employment growth potential, and the best practices employed by leading educational institutions to prepare students for successful careers in this dynamic field. Prevailing Job Roles and Technological Evolution The geospatial industry offers a diverse array of

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GIS Software System: Preparing for Final Examination

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Course: GIS Software System (SBEG3583) Semester II, Session 2023/2024 Lecturer: Dr. Shahabuddin bin Amerudin The Geographic Information System (GIS) has revolutionized how we analyze and interpret spatial data, providing invaluable insights across various industries. The GIS Software System course (SBEG3583) at UTM, under the guidance of Dr. Shahabuddin bin Amerudin, delves deeply into the development, implementation, and future trends of GIS software. This article explores the key points and topics reviewed in the course, serving as a comprehensive guide for students preparing for their final examination. Development and Evolution of GIS Software Evolution of GIS Software The history of GIS

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PGN

Analisa dan Perbandingan Senarai Fundamental Geospatial Data (FGD) Malaysia dengan Piawaian Antarabangsa

By • • Knowledge, Other, Personal, Project, Public, Research, Teaching • , , , , • 6 minutes of reading

Oleh Shahabuddin Amerudin Pengenalan Artikel ini bertujuan untuk menganalisis dan membandingkan Senarai Fundamental Geospatial Data (FGD) sehingga Januari 2023 yang diterbitkan oleh Pusat Geospatial Negara Malaysia dengan piawaian yang digunakan oleh organisasi dan badan antarabangsa seperti ISO 19115:2014, FGDC NSDI (2000), INSPIRE Directive (2007), dan UN-GGIM Strategic Framework (2018). Analisis ini akan menilai kelengkapan data geospatial yang dimiliki Malaysia dan mencadangkan penambahbaikan untuk mematuhi piawaian global yang lebih tinggi. 1. Struktur Kategori Data Senarai Fundamental Geospatial Data (FGD) Malaysia mengandungi 12 kategori utama, termasuk aeronautical, built environment, demarcation, geology, hydrography, hypsography, soil, transportation, utility, vegetation, special use, dan general. Setiap kategori ini merangkumi subkategori yang lebih terperinci, menunjukkan usaha yang signifikan

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PGN

Pusat Geospatial Negara Malaysia: Analisis Perbandingan Kategori Data Geospatial Mengikut Standard Antarabangsa

By • • Knowledge, Other, Personal, Public, Research, Teaching • , , , , , , , , , • 3 minutes of reading

Oleh Shahabuddin Amerudin Pengenalan Data geospatial memainkan peranan penting dalam pelbagai bidang seperti perancangan bandar, pengurusan sumber, dan kajian alam sekitar. Untuk memastikan kualiti dan keserasian data geospatial, adalah penting agar data ini mematuhi standard antarabangsa yang ditetapkan. Artikel ini bertujuan untuk membandingkan elemen metadata dan sub-kategori dalam dokumen Senarai Fundamental Geospatial Data (FGD) sehingga Januari 2023 yang diterbitkan oleh Pusat Geospatial Negara Malaysia (2023) dengan standard antarabangsa seperti ISO 19115:2014, FGDC NSDI (2000), INSPIRE Directive (2007), dan UN-GGIM Strategic Framework (2018). Standard Antarabangsa ISO 19115 menetapkan elemen metadata yang diperlukan untuk dokumentasi dan pengurusan data geospatial. Standard ini digunakan secara meluas untuk memastikan

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Flood Hotspot Identification and Implications for Flood Preparedness

By • • Knowledge, Project, Public, Teaching • , , , • 7 minutes of reading

By Shahabuddin Amerudin Abstract This article presents a comprehensive analysis of flood hotspots, areas highly susceptible to recurrent or severe flooding. It delves into the considerations for identifying these hotspots, focusing on the role of timeframes and frequency thresholds. The article explores various methodologies, data sources, regional variations, and the implications for flood risk mitigation and management, with a specific focus on Malaysia’s flood hotspot scenario until September 2023. Introduction Floods are complex natural phenomena with the potential for catastrophic impacts on human settlements, infrastructure, and ecosystems. Effective flood risk assessment, disaster preparedness, and mitigation strategies necessitate a deep understanding

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Kesiapsiagaan Menghadapi Banjir di Malaysia: Menganalisa Hotspot Banjir Sehingga September 2023

By • • Knowledge, Public, Research, Teaching • , , , , • 3 minutes of reading

Oleh Shahabuddin Amerudin Pendahuluan Banjir adalah satu ancaman semulajadi yang melanda Malaysia dari semasa ke semasa, terutamanya semasa musim monsun timur laut. Kesan-kesan banjir boleh merosakkan harta benda, infrastruktur, dan mengancam keselamatan penduduk. Oleh itu, adalah penting untuk memahami hotspot banjir, iaitu kawasan-kawasan yang berisiko tinggi mengalami banjir secara berulang. Maklumat terkini yang diperoleh dari Jabatan Pengairan dan Saliran Malaysia (JPS Malaysia) mengenai jumlah hotspot banjir dan statistik mengikut negeri memberi gambaran mengenai kesiapsiagaan Malaysia dalam menghadapi ancaman banjir. I. Persebaran Hotspot Banjir di Malaysia Menurut data yang disediakan oleh JPS Malaysia sehingga September 2023, terdapat 5,648 lokasi hotspot banjir

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Analyzing Student Performance in SBEG3163 System Analysis and Design

By • • Knowledge, Teaching • , , , , • 2 minutes of reading

By Shahabuddin Amerudin The grade distribution for the SBEG3163 System Analysis and Design course during Semester 1 of the 2022/2023 academic session, which included a total of 47 students, offers valuable insights into the overall performance of the class. It’s notable that none of the students achieved the highest grade of A+, which could imply that the course presented significant challenges, and no one attained a perfect score. However, a noteworthy portion of the class, specifically seven students, did manage to secure an A grade, indicating excellent performance and a deep understanding of system analysis and design concepts. Moreover, a

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Peta Bangunan | Building Map | FABU UTM

By • • Knowledge, Research, Teaching • , , , • 2 minutes of reading

Oleh Shahabuddin Amerudin Pada 1 Julai 2018, Universiti Teknologi Malaysia (UTM) melihat pencapaian sejarah baru dengan penggabungan dua fakulti yang berprestij, iaitu Fakulti Alam Bina (FAB) dan Fakulti Geoinformasi dan Harta Tanah (FGHT) dalam rangkaian SINERGY UTM. Gabungan ini membentuk Fakulti Alam Bina dan Ukur (FABU), yang bertujuan untuk meningkatkan sinergi dalam bidang utama seperti senibina, perancangan, geomatik, geoinformatik dan harta tanah. Bangunan Fakulti Alam Bina dan Ukur (FABU) menjadi landasan penting bagi pembangunan ilmu, penyelidikan, dan pembelajaran di universiti ini. FABU mengintegrasikan aset-aset utama dari kedua fakulti yang digabungkan, dan bangunan-bangunan yang menjadi sebahagian daripada fakulti ini memainkan peranan

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An In-Depth Exploration of the System Analysis and Design Course in Geoinformatics

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Abstract In the rapidly evolving landscape of geospatial technology and data management, a robust educational foundation is essential for geoinformatics professionals. The System Analysis and Design course offered within the Geoinformatics Programme at Universiti Teknologi Malaysia (UTM) is a testament to the importance of a comprehensive education in this field. This article provides a detailed analysis of how this course prepares students for the multifaceted challenges they will encounter by integrating various key elements. These elements include information system project management, information system development methodologies, needs assessment, user requirement analysis, system modeling, system implementation, testing, support, roles as System Analysts

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Navigating System Analysis and Design Course in Geoinformatics Programme at UTM

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By Shahabuddin Amerudin Introduction In today’s ever-evolving technological landscape, the ability to craft advanced information systems is a skill in high demand. The System Analysis and Design course offered as part of the Bachelor of Science in Geoinformatics with Honours programme at the Geoinformation Programme, Faculty of Built Environment and Surveying, Universiti Teknologi Malaysia, for Session 2023/2024 Semester 1, is a comprehensive journey that equips undergraduate students with the knowledge and skills needed to excel in this field. This article will explore the course in detail, focusing on its course synopsis, Course Learning Outcomes (CLOs) aligned with Bloom’s Taxonomy levels,

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Applying Bloom’s Taxonomy to Geoinformatics Education

By • • Knowledge, Public, Teaching • , , , • 6 minutes of reading

By Shahabuddin Amerudin Abstract This article explores the practical application of Bloom’s Taxonomy within the field of Geoinformatics, offering detailed examples at various proficiency levels within each of its three domains: Cognitive, Affective, and Psychomotor. Bloom’s Taxonomy, initially developed in the 1950s by Benjamin Bloom and colleagues, classifies educational objectives into these domains, providing a structured approach to designing curricula, assessing student progress, and cultivating comprehensive learning experiences. In Geoinformatics, where spatial data is of paramount importance, integrating Bloom’s Taxonomy into education equips educators with a powerful tool to tailor their teaching methods and shape well-rounded geospatial professionals. This article

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Evolution and Sustainability of Free and Open Source Software (FOSS) Development in Geospatial Applications

By • • Knowledge, Public, Teaching • , , , • 6 minutes of reading

By Shahabuddin Amerudin Abstract This article explores the evolution and sustainability of Free and Open Source Software (FOSS) development in the realm of geospatial applications. Drawing from the seminal work of Arnulf Christl published in 2008 in “Open Source Approaches in Spatial Data Handling,” this paper provides an updated perspective on the state of FOSS development in the geospatial domain. It delves into the changing nature of FOSS development, the challenges of funding, the role of transparency, and the benefits of collaborative, open-source approaches. Throughout, it references and builds upon the insights offered by Christl while providing contemporary examples and

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A Light-hearted Quest to Locate the Elusive Parking Spot of a Blue Beetle Car

By • • Knowledge, Personal, Public, Teaching • , , , • 5 minutes of reading

By Shahabuddin Amerudin Introduction Imagine embarking on a quirky adventure, where you’re on a mission to locate a peculiar parking spot – the place where a Blue Beetle car is casually chilling near a highway. Our goal? To uncover the coordinates of this enigmatic spot. But fret not, this quest is not to be taken too seriously. We’re about to explore how a bit of math and a touch of imagination can lead us to the destination of a classic car adventure. Setting the Stage In the charming world of automotive enthusiasts, the Blue Beetle car is no stranger. Renowned

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Ants, Books, and World Domination

By • • Other, Public, Teaching • , , • 3 minutes of reading

In a shocking turn of events, the most unsuspecting threat to humanity has emerged right under our noses, or should we say, under our books. It all starts innocently enough with a sign that reads, “Please Do Not Eat in the Library. The ants will get in.” But what if those ants aren’t just looking for crumbs? What if they’re after something much bigger—knowledge, power, and world domination? Picture this: you stroll into your local library, armed with a thirst for knowledge and a bag of potato chips. You spot the sign and think, “Of course, I won’t eat here,

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Muhammad al-Idrīsī: The Forgotten Genius of Medieval Geography and Cartography

By • • Knowledge, Public, Research, Teaching • , , , , , • 3 minutes of reading

Introduction In an age long before digital navigation apps and satellite imagery revolutionized the way we perceive the world, a brilliant scholar and cartographer named Muhammad al-Idrīsī emerged as one of history’s greatest geographers. In the 12th century, a staggering 900 years ago, he unveiled a masterpiece of cartography known as the Tabula Rogeriana, an extraordinary map that showcased the world in unprecedented detail. Yet, despite his significant contributions to the field of geography, al-Idrīsī’s name remains relatively obscure today. One might wonder why this is the case, and as we delve into his life and work, the reasons become

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Assessing Your Readiness for GIS Undergraduate Studies: A Review of the GIS Interest and Qualification Quiz

By • • Jurnal, Knowledge, Other, Public, Teaching • , , , • 3 minutes of reading

By Shahabuddin Amerudin Are you considering a future in Geographic Information Systems (GIS) and contemplating pursuing your undergraduate studies at Universiti Teknologi Malaysia (UTM)? The GIS Interest and Qualification Quiz, hosted at https://dev.kstutm.com/ugquiz.php, offers an insightful and user-friendly way to determine your readiness and suitability for GIS undergraduate programs. Let’s take a closer look at this engaging quiz designed to guide prospective students on their academic journey. Ease of Access The GIS Interest and Qualification Quiz is readily accessible online, making it a convenient tool for anyone interested in GIS studies at UTM. The straightforward design ensures that users can

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Assess Your GIS Early Career Potential with the GIS Career Assessment Quiz

By • • Jurnal, Other, Personal, Public, Teaching • , , , • 3 minutes of reading

By Shahabuddin Amerudin Introduction Are you considering a career in Geographic Information Systems (GIS) or looking to evaluate your potential in this exciting field? Look no further! The GIS Career Assessment Quiz is here to help you gauge your skills, knowledge, and experience to determine the most suitable GIS career path for you. GIS, a technology that combines geography with information technology, has a wide range of applications across industries such as environmental science, urban planning, transportation, and more. Whether you’re a beginner or someone with some GIS experience, this quiz can provide valuable insights into your potential career prospects.

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The Unconventional Malay Map

By • • Knowledge, Public, Research, Teaching • , , , • 3 minutes of reading

By Shahabuddin Amerudin In the world of cartography, where precision and accuracy are highly valued, there exists a fascinating anomaly known as the “Malay Map.” This mysterious map, devoid of proper cartographic and geographical elements, offers a remarkable insight into the past when technology and orientation played a very different role in mapping the world. The origins of the Malay Map are shrouded in mystery, with no known cartographer to claim authorship. What sets it apart from conventional maps is its striking departure from modern cartographic standards. Unlike contemporary maps that meticulously adhere to precise geographic coordinates, the Malay Map

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