Uncertainty And Context In Giscience And Geography
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Uncertainty And Context In Giscience And Geography
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Author : Yongwan Chun
language : en
Publisher: Routledge
Release Date : 2021-05-13
Uncertainty And Context In Giscience And Geography written by Yongwan Chun and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-13 with Science categories.
Uncertainty and context pose fundamental challenges in GIScience and geographic research. Geospatial data are imbued with errors (e.g., measurement and sampling) and various types of uncertainty that often obfuscate any understanding of the effects of contextual or environmental influences on human behaviors and experiences. These errors or uncertainties include those attributable to geospatial data measurement, model specifications, delineations of geographic context in space and time, and the use of different spatiotemporal scales and zonal schemes when analyzing the effects of environmental influences on human behaviors or experiences. In addition, emerging sources of geospatial big data – including smartphone data, data collected by GPS, and various types of wearable sensors (e.g., accelerometers and air pollutant monitors), volunteered geographic information, and/ or location- based social media data (i.e., crowd- sourced geographic information) – inevitably contain errors, and their quality cannot be fully controlled during their collection or production. Uncertainty and Context in GIScience and Geography: Challenges in the Era of Geospatial Big Data illustrates how cutting- edge research explores recent advances in this area, and will serve as a useful point of departure for GIScientists to conceive new approaches and solutions for addressing these challenges in future research. The seven core chapters in this book highlight many challenges and opportunities in confronting various issues of uncertainty and context in GIScience and geography, tackling different topics and approaches. The chapters in this book were originally published as a special issue of the International Journal of Geographical Information Science.
The Routledge Handbook Of Methodologies In Human Geography
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Author : Sarah A. Lovell
language : en
Publisher: Taylor & Francis
Release Date : 2022-10-18
The Routledge Handbook Of Methodologies In Human Geography written by Sarah A. Lovell and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-18 with Science categories.
The Routledge Handbook of Methodologies in Human Geography is the defining reference for academics and postgraduate students seeking an advanced understanding of the debates, methodological developments and methods transforming research in human geography. Divided into three sections, Part I reviews how the methods of contemporary human geography reflect the changing intellectual history of human geography and events both within human geography and society in general. In Part II, authors critically appraise key methodological and theoretical challenges and opportunities that are shaping contemporary research in various parts of human geography. Contemporary directions within the discipline are elaborated on by established and emerging researchers who are leading ontological debates and the adoption of innovative methods in geographic research. In Part III, authors explore cross-cutting methodological challenges and prompt questions about the values and goals underpinning geographical research work, such as: Who are we engaging in our research? Who is our research ‘for’? What are our relationships with communities? Contributors emphasize examples from their research and the research of others to reflect the fluid, emotional and pragmatic realities of research. This handbook captures key methodological developments and disciplinary influences emerging from the various sub-disciplines of human geography.
Deep Learning In Internet Of Things For Next Generation Healthcare
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Author : Lavanya Sharma
language : en
Publisher: CRC Press
Release Date : 2024-06-18
Deep Learning In Internet Of Things For Next Generation Healthcare written by Lavanya Sharma and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-18 with Computers categories.
This book presents the latest developments in deep learning-enabled healthcare tools and technologies and offers practical ideas for using the IoT with deep learning (motion-based object data) to deal with human dynamics and challenges including critical application domains, technologies, medical imaging, drug discovery, insurance fraud detection and solutions to handle relevant challenges. This book covers real-time healthcare applications, novel solutions, current open challenges, and the future of deep learning for next-generation healthcare. It includes detailed analysis of the utilization of the IoT with deep learning and its underlying technologies in critical application areas of emergency departments such as drug discovery, medical imaging, fraud detection, Alzheimer's disease, and genomes. Presents practical approaches of using the IoT with deep learning vision and how it deals with human dynamics Offers novel solution for medical imaging including skin lesion detection, cancer detection, enhancement techniques for MRI images, automated disease prediction, fraud detection, genomes, and many more Includes the latest technological advances in the IoT and deep learning with their implementations in healthcare Combines deep learning and analysis in the unified framework to understand both IoT and deep learning applications Covers the challenging issues related to data collection by sensors, detection and tracking of moving objects and solutions to handle relevant challenges Postgraduate students and researchers in the departments of computer science, working in the areas of the IoT, deep learning, machine learning, image processing, big data, cloud computing, and remote sensing will find this book useful.
International Encyclopedia Of Human Geography
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Author :
language : en
Publisher: Elsevier
Release Date : 2019-11-29
International Encyclopedia Of Human Geography written by and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-29 with Social Science categories.
International Encyclopedia of Human Geography, Second Edition, Fourteen Volume Set embraces diversity by design and captures the ways in which humans share places and view differences based on gender, race, nationality, location and other factors—in other words, the things that make people and places different. Questions of, for example, politics, economics, race relations and migration are introduced and discussed through a geographical lens. This updated edition will assist readers in their research by providing factual information, historical perspectives, theoretical approaches, reviews of literature, and provocative topical discussions that will stimulate creative thinking. Presents the most up-to-date and comprehensive coverage on the topic of human geography Contains extensive scope and depth of coverage Emphasizes how geographers interact with, understand and contribute to problem-solving in the contemporary world Places an emphasis on how geography is relevant in a social and interdisciplinary context
Manual Of Digital Earth
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Author : Huadong Guo
language : en
Publisher: Springer Nature
Release Date : 2019-11-18
Manual Of Digital Earth written by Huadong Guo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-18 with Technology & Engineering categories.
This open access book offers a summary of the development of Digital Earth over the past twenty years. By reviewing the initial vision of Digital Earth, the evolution of that vision, the relevant key technologies, and the role of Digital Earth in helping people respond to global challenges, this publication reveals how and why Digital Earth is becoming vital for acquiring, processing, analysing and mining the rapidly growing volume of global data sets about the Earth. The main aspects of Digital Earth covered here include: Digital Earth platforms, remote sensing and navigation satellites, processing and visualizing geospatial information, geospatial information infrastructures, big data and cloud computing, transformation and zooming, artificial intelligence, Internet of Things, and social media. Moreover, the book covers in detail the multi-layered/multi-faceted roles of Digital Earth in response to sustainable development goals, climate changes, and mitigating disasters, the applications of Digital Earth (such as digital city and digital heritage), the citizen science in support of Digital Earth, the economic value of Digital Earth, and so on. This book also reviews the regional and national development of Digital Earth around the world, and discusses the role and effect of education and ethics. Lastly, it concludes with a summary of the challenges and forecasts the future trends of Digital Earth. By sharing case studies and a broad range of general and scientific insights into the science and technology of Digital Earth, this book offers an essential introduction for an ever-growing international audience.
Recent Trends In Geospatial Ai
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Author : Darwish, Dina
language : en
Publisher: IGI Global
Release Date : 2024-12-02
Recent Trends In Geospatial Ai written by Darwish, Dina and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-02 with Technology & Engineering categories.
Geospatial research is facing both enormous new potential and challenges due to artificial intelligence (AI). Theoretical advances, large data, computer hardware, and high-performance computing platforms that enable the creation, training, and deployment of AI models in a reasonable amount of time are the main drivers of its rapid development. There have been notable developments in the field of geospatial AI, particularly in the areas of machine learning, deep learning, and the most recent advancements in AI technology in both academia. These advancements are transforming how spatial data is analyzed and interpreted, enabling more accurate predictions, real-time mapping, and enhanced decision-making capabilities across various applications. Recent Trends in Geospatial AI discusses the emerging potentials, challenges, and trends in geospatial AI. It further explores innovative applications of geospatial AI across a variety of sectors. Covering topics such as data processing, internet of things (IoT), and traffic flow optimization, this book is an excellent resource for graduate and postgraduate students, researchers, academicians, practitioners, and more.
The Geography Of Uncertainty
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Author : Alessandro Ricci
language : en
Publisher: Taylor & Francis
Release Date : 2023-08-15
The Geography Of Uncertainty written by Alessandro Ricci and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-15 with Science categories.
This book outlines the characteristics and implications of a potential geography of uncertainty. In doing so, it analyses this concept in reference to both the origins of uncertainty in Early Modern Age and the current geopolitical situation. The book adopts an interdisciplinary approach to uncertainty, drawing on global perspectives and literature to define its meanings and characteristics. In order to develop a thorough and precise understanding of the geography of uncertainty, a broad perspective is adopted, which includes other forms of knowledge in which the concept of uncertainty is firmly established. As such the book creates temporal links, that may occasionally be far off from one another, to present a geographical perspective of uncertainty. It provides an interpretation of the phenomenon of globalization in a new way, relating it to the first European openness to global spaces, the Early Modern Age, and identifying the transition from the medieval world to the Modern Age as the first manifestation of uncertainty in geography. Uncertainty is more prevalent than ever in today's geopolitical, economic, financial and social reality, as well as the ongoing emergencies and crises. The book adopts an interdisciplinary approach rooted in the geography of Early Modernity by referring to geopolitical scenarios, literature and philosophy, to target the historical roots and the prevailing configuration of the geography of uncertainty. It will appeal to scholars and students of human and political geography, politics, philosophy, international relations, economics and history.
Social And Humanities Science Research Theory
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Author : Şükrü Ünar
language : en
Publisher: Livre de Lyon
Release Date : 2021-09-15
Social And Humanities Science Research Theory written by Şükrü Ünar and has been published by Livre de Lyon this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-15 with Social Science categories.
Social and Humanities Science Research, Theory
Handbook Of Geospatial Artificial Intelligence
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Author : Song Gao
language : en
Publisher: CRC Press
Release Date : 2023-12-29
Handbook Of Geospatial Artificial Intelligence written by Song Gao and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-29 with Technology & Engineering categories.
This comprehensive handbook covers Geospatial Artificial Intelligence (GeoAI), which is the integration of geospatial studies and AI machine (deep) learning and knowledge graph technologies. It explains key fundamental concepts, methods, models, and technologies of GeoAI, and discusses the recent advances, research tools, and applications that range from environmental observation and social sensing to natural disaster responses. As the first single volume on this fast-emerging domain, Handbook of Geospatial Artificial Intelligence is an excellent resource for educators, students, researchers, and practitioners utilizing GeoAI in fields such as information science, environment and natural resources, geosciences, and geography. Features Provides systematic introductions and discussions of GeoAI theory, methods, technologies, applications, and future perspectives Covers a wide range of GeoAI applications and case studies in practice Offers supplementary materials such as data, programming code, tools, and case studies Discusses the recent developments of GeoAI methods and tools Includes contributions written by top experts in cutting-edge GeoAI topics This book is intended for upper-level undergraduate and graduate students from different disciplines and those taking GIS courses in geography or computer sciences as well as software engineers, geospatial industry engineers, GIS professionals in non-governmental organizations, and federal/state agencies who use GIS and want to learn more about GeoAI advances and applications.
Research Methods In Geography
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Author : Basil Gomez
language : en
Publisher: John Wiley & Sons
Release Date : 2010-06-29
Research Methods In Geography written by Basil Gomez and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-29 with Science categories.
This comprehensive textbook offers a conceptual and practicalintroduction to research methodology, data collection, andtechniques used in both human and physical geography. Explores a full range of contemporary geographic techniques,including statistics, mathematical analysis, GIS, and remotesensing Unique in both content and organization, it brings together ateam of internationally recognized specialists to create a balancedapproach between physical geography, human geography, and researchtechniques Includes a series of foundational chapters offering multipleperspectives on the central questions in research methods Examines the conceptual frameworks and practical issues behinddata acquisition and analysis, and how to interpret results Includes explanations of key terminology and exercisesthroughout