Geospatial

Revolutionizing Geospatial Data Analysis Through Generative AI

/ / Knowledge, Public / , , / 4 minutes of reading

Introduction In recent years, Generative Artificial Intelligence (AI) has emerged as a revolutionary force in various industries, transforming the way data is analyzed, interpreted, and leveraged for actionable insights. Nowhere is this transformation more evident than in the realm of geospatial data analysis. The integration of Generative AI into the analysis of sensor and machine datasets has ushered in a new era of efficiency, accuracy, and innovation. This article explores the groundbreaking role of Generative […]

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

/ / 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

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Geospatial Analysis and 4D-GIS in Mineral Exploration

/ / Knowledge, Project, Research, Teaching / , , , , , , , , / 6 minutes of reading

By Shahabuddin Amerudin Abstract Mineral exploration, a complex and high-stakes endeavor rife with uncertainties, is experiencing a paradigm shift through the integration of cutting-edge geospatial analysis and the revolutionary 4D-Geographic Information System (GIS). In this review, we unravel the profound impact of these technologies on mineral exploration, shedding light on their indispensable role in mitigating risks and significantly increasing the likelihood of discovering concealed mineral deposits. Our exploration traverses a spectrum of input datasets, encompassing

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The Marriage of Cartography and Geographic Information Systems (GIS) Study

/ / Knowledge, Public, Teaching / , , , , / 5 minutes of reading

In today’s data-driven world, the fusion of technology, data analysis, and spatial understanding has revolutionized how we perceive and interact with our surroundings. This transformation is epitomized in the harmonious relationship between cartography and Geographic Information Systems (GIS) study. While cartography is the age-old science and art of mapmaking, GIS is a technology-based system that captures, stores, analyzes, and manages spatial data. Together, they form a powerful alliance that empowers us to explore, comprehend, and

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Harnessing the Power of GIS and Geospatial Data: Architecture, Applications, and Advancements

/ / Knowledge, Research, Teaching / , , , / 3 minutes of reading

By Shahabuddin Amerudin In today’s rapidly evolving technological landscape, Geographic Information Systems (GIS) have emerged as indispensable tools that bridge the gap between geography and data. These systems enable us to visualize, analyze, and interpret spatial information, revolutionizing decision-making processes across various industries. The marriage of GIS with geospatial data has given rise to novel methodologies, applications, and solutions that have the potential to reshape the way we interact with our environment, manage resources, and

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Dunia Geospatial III

/ / Personal, Travel log / , / 1 minute of reading

Oleh Shahabuddin Amerudin Di atas langit biru, satelit mengorbit dengan laju, GPS menjadi panduan, menuntun perjalanan yang pasti, Pangkalan data menjadi aset, menyimpan informasi berharga, Dalam dunia geospatial, semuanya terhubung dengan rapi. Melalui sistem GIS yang canggih, data bergabung dalam harmoni, Dibentuk oleh rekabentuk sistem yang penuh inovasi, Pengaturcaraan adalah kunci, menterjemahkan algorithm menjadi kisah, Mobile apps memberikan akses, di genggaman tangan kita. Dalam cloud-based yang aman, data tersimpan dengan baik, Website menjadi jendela, memamerkan

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Unveiling the Power of Geospatial Artificial Intelligence (GeoAI) and its Applications

/ / Knowledge, Project, Research, Teaching / , , , / 6 minutes of reading

By Shahabuddin Amerudin Introduction The term Geospatial Artificial Intelligence (GeoAI) lacks a universally agreed-upon definition. Initially, GeoAI referred to the utilisation of machine learning tools within Geographic Information Systems (GISs) to predict future scenarios by classifying data. This included disaster occurrence, human health epidemiology, and ecosystem evolution, aimed at bolstering community resilience through traditional geographic information in digital cartography (Esri, 2018). A broader interpretation considers GeoAI as processing Geospatial Big Data (GBD) encompassing various sources,

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The Dynamic Potential of Named Entity Recognition (NER) in Extracting and Analyzing Geospatial Data

/ / Knowledge, Public, Research, Teaching / , , , , , , / 3 minutes of reading

By Shahabuddin Amerudin Named Entity Recognition (NER), an integral component of Natural Language Processing (NLP), plays a pivotal role in extracting meaningful information from unstructured text. This technique involves the identification and classification of specific entities within text, ranging from names of people and organizations to temporal expressions and geographic locations. The applications of NER are wide-ranging and impactful across diverse industries. In this comprehensive article, we will delve deeper into the mechanics of NER,

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Exploring the Transformative Applications of Artificial Intelligence and Machine Learning in Geospatial Technology

/ / Knowledge, Project, Public, Research, Teaching / , , , , , / 4 minutes of reading

By Shahabuddin Amerudin Abstract Geospatial technology has emerged as a pivotal discipline with far-reaching implications in numerous fields, including environmental science, geography, urban planning, and agriculture. The fusion of Artificial Intelligence (AI) and Machine Learning (ML) with geospatial analysis has ushered in an era of unprecedented advancements, elevating the capabilities of geospatial technology to new heights. This comprehensive academic article delves into the multifaceted applications of AI and ML in geospatial technology, elucidating their roles

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Dunia Geospatial II

/ / Personal, Travel log / , / 1 minute of reading

Oleh Shahabuddin Amerudin Di setiap koordinat yang tertulis dengan indah, Terbentang kisah tanah, laut, dan langit yang luas, Peta ini menjadi jendela ke dunia yang nyata, Melalui geospatial, semua rahasia terungkap dengan jelas. Dari hutan tebal hingga padang pasir tandus, Jejak manusia dan alam saling berpaut erat, Titik-titik data menjadi benang merah cerita, Yang menjalin sejarah, masa kini, dan masa yang akan datang. Tak hanya sekedar angka, koordinat, atau nama tempat, Geospatial membuka jendela ke

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