Information Fusion and Intelligent Geographic Information Systems (IF&IGIS'17) : New Frontiers in Information Fusion and Intelligent Gis: from Maritime to Land-based Research

268 Pages·2018·9.377 MB·English

by  Claramunt, Christophe, Popovich, Vasily, Schrenk, Manfred, Thill, Jean-Claude, Wang, Tianzhen

Lecture Notes
in Geoinformation and Cartography
Vasily Popovich
Manfred Schrenk
Jean-Claude Thill
Christophe Claramunt
Tianzhen Wang Editors
Information Fusion
and Intelligent
Geographic
Information Systems
(IF&IGIS’17)
New Frontiers in Information Fusion and
Intelligent GIS: From Maritime to
Land-based Research
Lecture Notes in Geoinformation
and Cartography
Series editors
William Cartwright, Melbourne, Australia
Georg Gartner, Wien, Austria
Liqiu Meng, München, Germany
Michael P. Peterson, Omaha, USA
TheLectureNotesinGeoinformationandCartographyseriesprovidesacontempo-
raryviewofcurrentresearchanddevelopmentsinGeoinformationandCartography,
including GIS and Geographic Information Science. Publications with associated
electronicmediaexamineareasofdevelopmentandcurrenttechnology.Editorsfrom
multiple continents, inassociation with nationaland international organizations and
societies, bring together the most comprehensive forum for Geoinforma-tion and
Cartography.
ThescopeofLectureNotesinGeoinformationandCartographyspanstherange
ofinterdisciplinarytopicsinavarietyofresearchandapplicationfields.Thetypeof
material published traditionally includes:
(cid:129) proceedings that are peer-reviewed and published in association with a
conference;
(cid:129) post-proceedings consisting of thoroughly revised final papers; and
(cid:129) research monographs that may be based on individual research projects.
The Lecture Notes in Geoinformation and Cartography series also include various
other publications, including:
(cid:129) tutorials or collections of lectures for advanced courses;
(cid:129) contemporary surveys that offer an objective summary of a current topic of
interest; and
(cid:129) emerging areas of research directed at a broad community of practitioners.
More information about this series at http://www.springer.com/series/7418
Vasily Popovich Manfred Schrenk
(cid:129)
Jean-Claude Thill Christophe Claramunt
(cid:129)
Tianzhen Wang
Editors
Information Fusion
and Intelligent Geographic
Information Systems
’
(IF&IGIS 17)
New Frontiers in Information Fusion
and Intelligent GIS: From Maritime to
Land-based Research
123
Editors
Vasily Popovich Christophe Claramunt
SPIIRAS HiTech Research Naval Academy ResearchInstitute
andDevelopmentOfficeLtd. Brest Naval,Finistère
St.Petersburg France
Russia
Tianzhen Wang
ManfredSchrenk ShanghaiMaritime University
Department for Urbanism,Transport, Shanghai
EnvironmentandInformation Society China
Central European Institute
ofTechnology—CEITALANOVA
gemeinnützige GmbH
Schwechat
Austria
Jean-Claude Thill
Department ofGeography andEarth
Sciences
TheUniversity of NorthCarolina
Charlotte, NC
USA
ISSN 1863-2246 ISSN 1863-2351 (electronic)
Lecture Notesin Geoinformation andCartography
ISBN978-3-319-59538-2 ISBN978-3-319-59539-9 (eBook)
DOI 10.1007/978-3-319-59539-9
LibraryofCongressControlNumber:2017941069
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Preface
Thisbookcontainsanumberoforiginal scientific papers thatwereselected after a
peer-reviewprocessforpresentationatthe8thInternationalSymposium“Information
Fusion and Intelligent Geographical Information Systems (IF&IGIS’2017).” The
symposium was held from 10 to 12 May 2017 in Shanghai, China, with a specific
focus this year on solving vital issues at the intersection of geoinformational
and maritime research fields. This symposium was organized by the SPIIRAS Hi
Tech Research and Development Office Ltd, St. Petersburg, Russia, with support
oftheShanghaiMaritimeUniversity,China.
The main goal of the IF&IGIS’2017 symposium was to bring together leading
world experts in the field of spatial information integration and intelligent geo-
graphical information systems (IGIS) to exchange cutting-edge research ideas and
experiences, to discuss perspectives on the fast-paced development of geospatial
informationtheory,methods,andmodels,todemonstratethelatestachievementsin
IGIS, and for applying these research concepts to real-world use cases. The full
papers,selectedbytheInternationalProgramCommitteeofIF&IGIS’2017,address
fundamentals, models, technologies, and services of IGIS in the geoinformational
and maritime research fields including underwater acoustics, radio-location, mar-
itime navigation safety, marine energy, logistics, environmental management, as
well as other modeling and data-driven matters critical to the effectiveness of
information-fusion processes and intelligent geographical information systems.
The paper-submission process of the symposium attracted 44 abstracts from
20 countries; 26 papers wereselectedatthefirst step ofa blind-review processfor
presentation at the conference. After the second step of the review process,
the Program Committee accepted 19 full papers contributed by authors from
10 countries for presentation and publication in this book. In accordance with
subjectsoftheacceptedpapers,5partsofthebookwereformed:(1)datamodeling,
integration, fusion, and analysis in IGIS; (2) maritime traffic-control methods;
(3)IGISintegrationwithacoustic,remote-sensing,andradarsystems;(4)portsand
maritimetransportationandlogistics;and(5)IGISforland-basedresearch.Special
guestsofthesymposiumweretwoinvitedspeakersthisyearwhoprovideduswith
high-profilelecturesoninformationfusionandintelligentgeographicalinformation
v
vi Preface
systems:Prof.GeorgeVouros fromtheDepartmentofDigitalSystems, University
of Piraeus, Greece, and Prof. Bo Huang from the Department of Geography and
Resource Management, The Chinese University of Hong Kong.
The success of the symposium is, undoubtedly, a result of the combined and
dedicated efforts of sponsors, organizers, reviewers, and participants. We are also
grateful to several colleagues from the Shanghai Maritime University that have
been very helpful in organizing the whole event, special thanks to Prof. Yongxing
Jin, Xiong Hu, Qinyou Hu, Tianhao Tang and Huafeng Wu. We acknowledge the
ProgramCommitteemembersfortheirhelpwiththereviewprocess.Ourthanksgo
to all participants and authors of the submitted papers as well. We are also very
grateful to our sponsors—International Maritime Lecturers Association (IMLA),
Computer Applications Committee of CSNAME, Key Laboratory of Geographic
Information Science Ministry of Education, Shanghai Power Supply Society, and
Shanghai Federation of Pudong R&D Institutions—for their generous support.
Finally,wealsoextendourdeepgratitudetoSpringer’spublishingteam,managed
by Dr. Christian Witschel and Anand Manimudi Chozhan, for their professional-
ism, help, and focus on the success of this collaborative effort.
St. Petersburg, Russia Vasily Popovich
Schwechat, Austria Manfred Schrenk
Charlotte, USA Jean-Claude Thill
Brest, France Christophe Claramunt
Shanghai, China Tianzhen Wang
May 2017
Contents
Part I Data Modelling, Integration, Fusion, and Analysis
in Intelligent GIS
Space Theory for Intelligent GIS... .... .... .... .... .... ..... .... 3
Vasily Popovich
Taming Big Maritime Data to Support Analytics.. .... .... ..... .... 15
George A. Vouros, Christos Doulkeridis, Georgios Santipantakis
and Akrivi Vlachou
Fuzzy-Vector Structures for Transient-Phenomenon Representation...... 29
Enguerran Grandchamp
Detecting Attribute-Based Homogeneous Patches Using Spatial
Clustering: A Comparison Test.... .... .... .... .... .... ..... .... 37
Thi Hong Diep Dao and Jean-Claude Thill
Part II Maritime Traffic-Control Methods
Vessel Scheduling Optimization in Different Types of Waterway .. .... 57
Xinyu Zhang, Xiang Chen, Changbin Xu and Ruijie Li
An Intelligent GIS–Based Approach to Vessel-Route Planning
in the Arctic Seas .. .... .... ..... .... .... .... .... .... ..... .... 71
Misha Tsvetkov and Dmitriy Rubanov
Ranking of Information Sources Based on a Randomised
Aggregated Indices Method for Delay-Tolerant Networks... ..... .... 87
Oksana Smirnova and Tatiana Popovich
Route Planning for Vessels Based on the Dynamic
Complexity Map ... .... .... ..... .... .... .... .... .... ..... .... 97
ZheDu,LiangHuang,YuanqiaoWen,ChangshiXiaoandChunhui Zhou
vii
viii Contents
Part III Intelligent GIS Integration with Acoustic, Remote-Sensing,
and Radar Systems
Calibration and Verification of Models Defining Radar-Visibility
Zones in Marine Geoinformation Systems ... .... .... .... ..... .... 115
Sergey Vavilov and Mikhail Lytaev
Algorithmic Component of an Earth Remote-Sensing
Data-Analysis System ... .... ..... .... .... .... .... .... ..... .... 127
Vasily Popovich and Filipp Galiano
Modeling of Surveillance Zones for Bi-static and Multi-static
Active Sonars with the Use of Geographic Information Systems... .... 139
Vladimir Malyj
Geoinformational Support of Search-Efforts Distribution
Under Changing Environmental Conditions.. .... .... .... ..... .... 153
Victor Ermolaev and Sergey Potapichev
Part IV Ports, Maritime Transportation, and Logistics
Community Structures in Networks of Disaggregated Cargo
Flows to Maritime Ports. .... ..... .... .... .... .... .... ..... .... 167
Paul H. Jung, Mona Kashiha and Jean-Claude Thill
Simulation Modeling of Maritime Monitoring Systems with
the Application of an Information Technology Complex.... ..... .... 187
Pavel Volgin and Vladimir Deveterikov
Part V Intelligent GIS for Land-Based Research
ST-PF: Spatio-Temporal Particle Filter for Floating-Car Data
Pre-processing. .... .... .... ..... .... .... .... .... .... ..... .... 197
Xiliang Liu, Li Yu, Kang Liu, Peng Peng, Shifen Cheng,
Mengdi Liao and Feng Lu
A Framework for Emergency-Evacuation Planning Using GIS
and DSS.. .... .... .... .... ..... .... .... .... .... .... ..... .... 213
Reham EbadaMohamed,EssamKosba,KhaledMahar andSalehMesbah
Optimized Conflation of Authoritative and Crowd-Sourced
Geographic Data: Creating an Integrated Bike Map... .... ..... .... 227
Linna Li and Jose Valdovinos
Contents ix
Context-Aware Routing Service for an Intelligent Mobile-Tourist
Guide.... .... .... .... .... ..... .... .... .... .... .... ..... .... 243
Alexander Smirnov, Nikolay Teslya and Alexey Kashevnik
Geochronological Tracking: Specialized GIS-Analysis Tool for
Historic Research .. .... .... ..... .... .... .... .... .... ..... .... 259
Yan Ivakin and Sergei Potapychev