000 03450cam a2200589Ma 4500
001 9781315228396
003 FlBoTFG
005 20220711212549.0
006 m o d
007 cr |n|||||||||
008 171027s2017 xx o 000 0 eng d
040 _aOCoLC-P
_beng
_epn
_cOCoLC-P
020 _a1351855999
_q(ebk)
020 _a9781351855990
020 _a9781315228396
020 _a1315228394
020 _a9781351855976
020 _a1351855972
020 _a9781351855983
_q(electronic bk. : EPUB)
020 _a1351855980
_q(electronic bk. : EPUB)
020 _z1138626449
035 _a(OCoLC)1007846495
035 _a(OCoLC-P)1007846495
050 4 _aG70.217.G46
_bK34 2018
072 7 _aCOM
_x060000
_2bisacsh
072 7 _aTEC
_x010000
_2bisacsh
072 7 _aTEC
_x036000
_2bisacsh
072 7 _aUDB
_2bicssc
082 0 4 _a910.3
_223
100 1 _aKarimi, Hassan A.
_915452
245 1 0 _aGeospatial Data Science Techniques and Applications.
260 _bCRC Press,
_c2017.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
505 0 _aCover -- Half Title -- Title Page -- Copyright Page -- Contents -- Preface -- Editors -- Contributors -- 1. Geospatial Data Science: AÂ Transdisciplinary Approach -- 2. Geocoding Fundamentals and Associated Challenges
505 8 _a3. Deep Learning with Satellite Images and Volunteered Geographic Information 4. Visual Analysis of Floating Car Data -- 5. Recognizing Patterns in Geospatial Data Using Persistent Homology: A Study of Geologic Fractures -- 6. LiDAR for Marine Applications
505 8 _a7. Spatiotemporal Point Pattern Analysis Using Ripleyâ#x80;#x99;s K Function 8. Geospatial Data Science Approaches for Transport Demand Modeling -- 9. Geography of Social Media in Public Response to Policy-Based Topics -- 10. Geospatial Data Streams
520 2 _a"Data science has recently gained much attention for a number of reasons, and among them is Big Data. Scientists (from almost all disciplines including physics, chemistry, biology, sociology, among others) and engineers (from all fields including civil, environmental, chemical, mechanical, among others) are faced with challenges posed by data volume, variety, and velocity, or Big Data. This book is designed to highlight the unique characteristics of geospatial data, demonstrate the need to different approaches and techniques for obtaining new knowledge from raw geospatial data, and present select state-of-the-art geospatial data science techniques and how they are applied to various geoscience problems."--Provided by publisher.
588 _aOCLC-licensed vendor bibliographic record.
650 0 _aGeospatial data.
_98576
650 7 _aCOMPUTERS / Internet / General
_2bisacsh
_912733
650 7 _aTECHNOLOGY / Environmental Engineering & Technology
_2bisacsh
_910838
650 7 _aTECHNOLOGY / Remote Sensing
_2bisacsh
_912950
856 4 0 _3Taylor & Francis
_uhttps://www.taylorfrancis.com/books/e/9781351855990
856 4 0 _3Taylor & Francis
_uhttps://www.taylorfrancis.com/books/e/9781315228396
856 4 0 _3Taylor & Francis
_uhttps://www.taylorfrancis.com/books/9781315228396
856 4 2 _3OCLC metadata license agreement
_uhttp://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
938 _aTaylor & Francis
_bTAFR
_n9781315228396
942 _cEBK
999 _c71603
_d71603