Remote Sensing And Cognition
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Remote Sensing And Cognition
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Author : Raechel A. White
language : en
Publisher: CRC Press
Release Date : 2018-04-19
Remote Sensing And Cognition written by Raechel A. White and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-19 with Technology & Engineering categories.
Human factors play a critical role in the design and interpretation of remotely sensed imagery for all Earth sciences. Remote Sensing and Cognition: Human Factors in Image Interpretation brings together current topics widely recognized and addressed regarding human cognition in geographic imagery, especially remote sensing imagery with complex data. It addresses themes around expertise including methods for knowledge elicitation and modeling of expertise, the effects of different aspects of realism on the interpretation of the environment, spatial learning using imagery, the effect of visual perspective on interpretation, and a variety of technologies and methods for utilizing knowledge in the analysis of remote sensing imagery. Written by leaders in the field, this book provides answers to the host of questions raised at the nexus of psychology and remote sensing. Academics and researchers with an interest in the human issues surrounding the use of remote sensing data will find this book to be an invaluable resource. The topics covered in this book are useful for both the scientific analysis of remote sensing imagery as well as the design and display of remote sensing imagery to facilitate a variety of other tasks including education and wayfinding. Features Brings together remote sensing, environmental, and computer scientists discussing their work from a psychological or human factors perspective Answers questions related to aesthetics of scientific visualization and mathematical analysis of perceptible objects Explains the perception and interpretation of realistic representations Provides illustrative real-world examples Shows how the features of display symbols, elements, and patterns have clear effects on processes of perception and visual search
Looking Back To Inform The Future
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Author : Raechel Bianchetti
language : en
Publisher:
Release Date : 2014
Looking Back To Inform The Future written by Raechel Bianchetti and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with categories.
Remotely sensed images have become a ubiquitous part of our daily lives. From novice users, aiding in search and rescue missions using tools such as TomNod, to trained analysts, synthesizing disparate data to address complex problems like climate change, imagery has become central to geospatial problem solving. Expert image analysts are continually faced with rapidly developing sensor technologies and software systems. In response to these cognitively demanding environments, expert analysts develop specialized knowledge and analytic skills to address increasingly complex problems.This study identifies the knowledge, skills, and analytic goals of expert image analysts tasked with identification of land cover and land use change. Analysts participating in this research are currently working as part of a national level analysis of land use change, and are well versed with the use of TimeSync, forest science, and image analysis. The results of this study benefit current analysts as it improves their awareness of their mental processes used during the image interpretation process. The study also can be generalized to understand the types of knowledge and visual cues that analysts use when reasoning with imagery for purposes beyond land use change studies.Here a Cognitive Task Analysis framework is used to organize evidence from qualitative knowledge elicitation methods for characterizing the cognitive aspects of the TimeSync image analysis process. Using a combination of content analysis, diagramming, semi-structured interviews, and observation, the study highlights the perceptual and cognitive elements of expert remote sensing interpretation.Results show that image analysts perform several standard cognitive processes, but flexibly employ these processes in response to various contextual cues. Expert image analysts' ability to think flexibly during their analysis process was directly related to their amount of image analysis experience. Additionally, results show that the basic Image Interpretation Elements continue to be important despite technological augmentation of the interpretation process. These results are used to derive a set of design guidelines for developing geovisual analytic tools and training to support image analysis.
Cognitive Aspects Of Human Computer Interaction For Geographic Information Systems
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Author : T.L. Nyerges
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Cognitive Aspects Of Human Computer Interaction For Geographic Information Systems written by T.L. Nyerges and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Science categories.
A significant part of understanding how people use geographic information and technology concerns human cognition. This book provides the first comprehensive in-depth examination of the cognitive aspects of human-computer interaction for geographic information systems (GIS). Cognitive aspects are treated in relation to individual, group, behavioral, institutional, and cultural perspectives. Extensions of GIS in the form of spatial decision support systems and SDSS for groups are part of the geographic information technology considered. Audience: Geographic information users, systems analysts and system designers, researchers in human-computer interaction will find this book an information resource for understanding cognitive aspects of geographic information technology use, and the methods appropriate for examining this use.
Psyche
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Author : Eva Bonda
language : en
Publisher:
Release Date : 2017
Psyche written by Eva Bonda and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with categories.
Deep Cognitive Modelling In Remote Sensing Image Processing
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Author :
language : en
Publisher:
Release Date : 2024
Deep Cognitive Modelling In Remote Sensing Image Processing written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024 with categories.
Interpreting Remote Sensing Imagery
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Author : Robert R. Hoffman
language : en
Publisher: CRC Press
Release Date : 2019-06-12
Interpreting Remote Sensing Imagery written by Robert R. Hoffman and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-12 with Technology & Engineering categories.
No matter how advanced the technology, there is always the human factor involved - the power behind the technology. Interpreting Remote Sensing Imagery: Human Factors draws together leading psychologists, remote sensing scientists, and government and industry scientists to consider the factors involved in expertise and perceptual skill. This boo
Spatial Uncertainty In Ecology
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Author : Carolyn T. Hunsaker
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-12-01
Spatial Uncertainty In Ecology written by Carolyn T. Hunsaker and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-01 with Science categories.
This is one of the first books to take an ecological perspective on uncertainty in spatial data. It applies principles and techniques from geography and other disciplines to ecological research, and thus delivers the tools of cartography, cognition, spatial statistics, remote sensing and computer sciences by way of spatial data. After describing the uses of such data in ecological research, the authors discuss how to account for the effects of uncertainty in various methods of analysis.
Psyche
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Author : Eva - Evangelia Bonda
language : en
Publisher:
Release Date : 2018-12
Psyche written by Eva - Evangelia Bonda and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12 with categories.
Spectrum Sensing For Cognitive Radio
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Author : KAMAL M.. JOSHI CAPTAIN (MANJUNATH V.)
language : en
Publisher: CRC Press
Release Date : 2021-11-04
Spectrum Sensing For Cognitive Radio written by KAMAL M.. JOSHI CAPTAIN (MANJUNATH V.) and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-04 with categories.
This comprehensive reference text discusses concepts of cognitive radio and the advances in the field of spectrum sensing. The text discusses methodologies for unmixing or decomposing the hyperspectral data into its constituent entities and provides a unified framework for the complete spectral unmixing of the data. It covers important topics including narrowband spectrum sensing, wideband spectrum sensing, cooperative spectrum sensing, system and channel model, detection algorithms, approximation of decision statistics and theoretical analysis of detection algorithms in detail. A separate chapter discusses use of detection algorithm for cooperative wideband spectrum sensing. Aimed at graduate students and academic researchers in the field of electrical engineering, electronics and communication engineering and remote sensing, this text: Discusses concepts of cognitive radio and research in spectrum sensing. Presents mathematical analysis of algorithms considering practical environment. Explains novel wideband spectrum sensing algorithms with detailed analysis. Provides mathematical derivations to help readers. Discusses basic spectrum sensing algorithm for narrowband spectrum sensing to the more advanced wideband spectrum sensing.
Spatial Cognitive Engine Technology
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Author : Jianjun Zhang
language : en
Publisher: Elsevier
Release Date : 2023-06-15
Spatial Cognitive Engine Technology written by Jianjun Zhang and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-15 with Science categories.
Spatial Cognitive Engine Technology discusses the increase in user demand for satellite wireless communication services that has led to the increasing development of spectrum resources and the fixed spectrum allocation mode which makes the utilization rate of spectrum resources lower. As an intelligent spectrum sharing technology, cognitive radio has innovated the traditional spectrum management system and is one of the effective ways to solve the above-mentioned problems. As the core of satellite cognitive radio, the spatial cognitive engine can use artificial intelligence to dynamically configure working parameters according to changes in the communication environment and user needs. Describes the concept of cognitive engine from the perspective of the spatial cognitive cycle Includes coverage of in-depth research on the input module of the spatial cognition engine, the environmental perception module Provides in-depth research that has been conducted on the learning reasoning and optimization decision-making modules of the spatial cognition engine Covers the cross-layer optimization of the spatial cognition engine to realize an intelligent and complete satellite communication mechanism