| 000 -LEADER |
|---|
| fixed length control field |
06646nam a2200649 i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
7465001 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20200413152921.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
|---|
| fixed length control field |
m eo d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr cn |||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
160513s2016 caua foab 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781627056700 |
| Qualifying information |
ebook |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781627054621 |
| Qualifying information |
print |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.2200/S00711ED1V01Y201603VCP024 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CaBNVSL)swl00406490 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)949811486 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaBNVSL |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
CaBNVSL |
| Modifying agency |
CaBNVSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA402 |
| Item number |
.H477 2016 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
003 |
| Edition number |
23 |
| 245 00 - TITLE STATEMENT |
|---|
| Title |
Heterogenous spatial data : |
| Remainder of title |
fusion, modeling, and analysis for GIS applications / |
| Statement of responsibility, etc. |
Giuseppe Patanè and Michela Spagnuolo, editors. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
San Rafael, California (1537 Fourth Street, San Rafael, CA 94901 USA) : |
| Name of producer, publisher, distributor, manufacturer |
Morgan & Claypool, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2016. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 PDF (xxv, 129 pages) : |
| Other physical details |
illustrations. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
electronic |
| Source |
isbdmedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Source |
rdacarrier |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Synthesis lectures on visual computing, |
| International Standard Serial Number |
2469-4223 ; |
| Volume/sequential designation |
# 24 |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements: Adobe Acrobat Reader. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Part of: Synthesis digital library of engineering and computer science. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (pages 101-128). |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Spatio-temporal data fusion / Roderik Lindenbergh, Roberto Giachetta, Giuseppe Patanè -- 1.1 Geospatial data: acquisition and properties -- 1.2 Spatio-temporal data fusion -- 1.3 Data alignment: registration methods -- 1.3.1 Direct georeferencing -- 1.3.2 Target and feature-based registration -- 1.3.3 Low-level feature matching -- 1.3.4 Examples: -- 1.4 Harmonize support: interpolation methods -- 1.4.1 Deterministic methods -- 1.4.2 Stochastic methods -- 1.5 Satellite time series analysis -- 1.5.1 Improving spatial and temporal resolution -- 1.5.2 Estimating missing data -- 1.5.3 Vegetation monitoring -- 1.6 Spatio-temporal data access methods -- 1.7 Discussion: sensors, software, and practical issues -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
2. Spatial and environmental data approximation / Vibeke Skytt, Giuseppe Patanè, Oliver Barrowclough, Tor Dokken, Michela Spagnuolo -- 2.1 Data approximation -- 2.2 Spline representations and approximations -- 2.2.1 Parameterization -- 2.2.2 Tensor product splines -- 2.2.3 Locally refined splines -- 2.2.4 Spline approximations -- 2.2.5 Adapting to boundaries and features -- 2.3 Meshless approximations -- 2.3.1 Moving least-squares surfaces -- 2.3.2 Implicit approximation with radial basis functions -- 2.3.3 Kriging -- 2.3.4 Computational cost -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
3. Feature extraction / Silvia Biasotti, Andrea Cerri, Giuseppe Patanè, Michela Spagnuolo -- 3.1 3D data analysis -- 3.1.1 Curvature evaluation -- 3.1.2 Primitive and curvature-based segmentation -- 3.1.3 3D feature descriptors -- 3.2 3D surfaces studied by means of scalar fields -- 3.2.1 Critical point-oriented characterization -- 3.2.2 Topological persistence -- 3.2.3 Contour-based characterization -- 3.2.4 Morse and Morse-Smale complexes and surface networks -- 3.2.5 Contour trees and Reeb graphs -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
4. Applications to surface approximation and rainfall analysis / Giuseppe Patanè, Andrea Cerri, Vibeke Skytt, Simone Pittaluga, Silvia Biasotti, Davide Sobrero, Tor Dokken, Michela Spagnuolo -- 4.1 Surface approximation with LR B-splines -- 4.2 Approximation and analysis of rainfall data -- 4.3 Analysis of topological changes in GIS data -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
5. Conclusions -- Bibliography -- Authors' biographies. |
| 506 1# - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Compendex |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
INSPEC |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google scholar |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google book search |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
New data acquisition techniques are emerging and are providing fast and efficient means for multidimensional spatial data collection. Airborne LIDAR surveys, SAR satellites, stereophotogrammetry and mobile mapping systems are increasingly used for the digital reconstruction of the environment. All these systems provide extremely high volumes of raw data, often enriched with other sensor data (e.g., beam intensity). Improving methods to process and visually analyze this massive amount of geospatial and user-generated data is crucial to increase the efficiency of organizations and to better manage societal challenges. Within this context, this book proposes an up-to-date view of computational methods and tools for spatio-temporal data fusion, multivariate surface generation, and feature extraction, along with their main applications for surface approximation and rainfall analysis. The book is intended to attract interest from different fields, such as computer vision, computer graphics, geomatics, and remote sensing, working on the common goal of processing 3D data. To this end, it presents and compares methods that process and analyze the massive amount of geospatial data in order to support better management of societal challenges through more timely and better decision making, independent of a specific data modeling paradigm (e.g., 2D vector data, regular grids or 3D point clouds). We also show how current research is developing from the traditional layered approach, adopted by most GIS softwares, to intelligent methods for integrating existing data sets that might contain important information on a geographical area and environmental phenomenon. These services combine traditional map-oriented visualization with fully 3D visual decision support methods and exploit semantics-oriented information (e.g., a-priori knowledge, annotations, segmentations) when processing, merging, and integrating big pre-existing data sets. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Also available in print. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Title from PDF title page (viewed on May 13, 2016). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Spatial data infrastructures |
| General subdivision |
Mathematical models. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Geographic information systems |
| General subdivision |
Mathematical models. |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
heterogeneous spatial data |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
spatio-temporal data fusion |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
multi-variate surface generation |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
feature extraction |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
GIS applications |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Patanè, Giuseppe., |
| Relator term |
editor., |
| -- |
author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Spagnuolo, Michela., |
| Relator term |
editor., |
| -- |
author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| International Standard Book Number |
9781627054621 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis digital library of engineering and computer science. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis lectures on visual computing ; |
| Volume/sequential designation |
# 24. |
| International Standard Serial Number |
2469-4223 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to resource |
| Uniform Resource Identifier |
http://ieeexplore.ieee.org/servlet/opac?bknumber=7465001 |
