data

The Role of FOSS in Advancing GIS for Government Agencies in Environmental Conservation and Natural Resource Management

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By Shahabuddin Amerudin Abstract This paper explores the benefits, limitations, and challenges associated with Free and Open-Source Software (FOSS) in Geographic Information Systems (GIS) applications for government agencies engaged in environmental conservation and natural resource management. FOSS offers the potential for cost-effective, customizable solutions that align with the principles of open data and open standards, promoting interoperability and collaboration. However, adoption, implementation, training, support, data migration, and integration pose significant challenges that agencies must carefully […]

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The Evolution, Development, and Future of GIS Software

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By Shahabuddin Amerudin Introduction Geographic Information Systems (GIS) have undergone a remarkable transformation since their inception, playing a pivotal role in shaping the geospatial technology landscape. As GIS technology continues to advance, it not only revolutionizes how we interact with our environment but also contributes significantly to environmental conservation and natural resource management. In this article, we explore the milestones, advancements, and current state of GIS software, along with its development, emerging trends, vendor contributions,

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Navigating the Expansive Horizon of Spatial Data Science

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By Shahabuddin Amerudin Abstract In recent times, the realm of spatial data science has witnessed an unprecedented surge, propelled by the exponential growth of spatial data and its potential applications across diverse domains. This review article delves into the multifaceted world of spatial data science, spanning its foundational principles, practical applications, inherent challenges, and the evolving research trends that are shaping its trajectory. By exploring the intricate interplay of spatial data, complexities, and novel methodologies,

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The Evolution of Location Based Services: A Critical Review and Analysis

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By Shahabuddin Amerudin Abstract Location Based Services (LBS) have undergone remarkable transformations since the publication of the seminal paper “The Development of Location Based Services in Malaysia” in 2009. This paper offers an extensive review and analysis of the original article in the context of recent advancements and trends in LBS technology. By critically examining the original paper’s content, relevance, and implications for today’s technological landscape, this review aims to provide a comprehensive understanding of

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Saving GIS Data to Another File Format using Python

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In this example, the data is read from a shapefile and written to a geojson file. The properties, crs, and schema of the new file are defined from the source file using the src.schema and src.crs attributes. It’s important to note that when saving the data to a new file, the file format and the driver must be specified correctly, and the schema and properties must match the data being written. You can also use

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10 Python Libraries for GIS and Mapping

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Python Libraries for GIS and Mapping Python libraries are the ultimate extension in GIS because it allows you to boost its core functionality. By using Python libraries, you can break out of the mould that is GIS and dive into some serious data science. There are 200+ standard libraries in Python. But there are thousands of third-party libraries too. So, it’s endless how far you can take it. Today, it’s all about Python libraries in

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5 things to consider when choosing your career

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Do you want to choose a career that minimises your risk of being replaced by a robot? Here are five things to think about: Study data science and/or get a job in data Choose a job that robots still can’t do well – focus on jobs that require skills like creativity, problem-solving and connecting with people on a human level Keep in touch with the job market to get an insight of which jobs are

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