Using Historical Maps in Scientific Studies (Record no. 549974)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05178nam a22005535i 4500 |
| 001 - | |
| control field | 978-3-319-66908-3 |
| 003 - | |
| control field | DE-He213 |
| 005 - | |
| control field | 20211012173850.0 |
| 007 - | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 191117s2020 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783319669083 |
| -- | 978-3-319-66908-3 |
| 024 7# - | |
| -- | 10.1007/978-3-319-66908-3 |
| -- | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| -- | GA1-1776 |
| 072 #7 - | |
| -- | RGW |
| -- | bicssc |
| -- | SCI030000 |
| -- | bisacsh |
| -- | RGW |
| -- | thema |
| 082 04 - | |
| Classification number | 910.285 |
| -- | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Chiang, Yao-Yi. |
| 245 10 - TITLE STATEMENT | |
| Title | Using Historical Maps in Scientific Studies |
| Remainder of title | Applications, Challenges, and Best Practices / |
| Statement of responsibility, etc | by Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H. Uhl, Craig A. Knoblock. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | X, 114 p. 76 illus., 75 illus. in color. |
| Other physical details | online resource. |
| 650 #0 - | |
| Topical term or geographic name as entry element | Geographical information systems. |
| Topical term or geographic name as entry element | Physical geography. |
| Topical term or geographic name as entry element | Optical data processing. |
| Topical term or geographic name as entry element | Geographical Information Systems/Cartography. |
| Topical term or geographic name as entry element | Physical Geography. |
| Topical term or geographic name as entry element | Image Processing and Computer Vision. |
| 700 1# - | |
| Personal name | Duan, Weiwei. |
| Relator term | author. |
| Personal name | Leyk, Stefan. |
| Relator term | author. |
| Personal name | Uhl, Johannes H. |
| Relator term | author. |
| Personal name | Knoblock, Craig A. |
| Relator term | author. |
| 710 2# - | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 856 40 - | |
| Uniform Resource Identifier | https://doi.org/10.1007/978-3-319-66908-3 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| -- | author. |
| -- | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 245 10 - TITLE STATEMENT | |
| -- | [electronic resource] : |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2020. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
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| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - | |
| -- | SpringerBriefs in Geography, |
| -- | 2211-4165 |
| 520 ## - | |
| -- | This book illustrates the first connection between the map user community and the developers of digital map processing technologies by providing several applications, challenges, and best practices in working with historical maps. After the introduction chapter, in this book, Chapter 2 presents a variety of existing applications of historical maps to demonstrate varying needs for processing historical maps in scientific studies (e.g., thousands of historical maps from a map series vs. a few historical maps from various publishers and with different cartographic styles). Chapter 2 also describes case studies introducing typical types of semi-automatic and automatic digital map processing technologies. The case studies showcase the strengths and weaknesses of semi-automatic and automatic approaches by testing them in a symbol recognition task on the same scanned map. Chapter 3 presents the technical challenges and trends in building a map processing, modeling, linking, and publishing framework. The framework will enable querying historical map collections as a unified and structured spatiotemporal source in which individual geographic phenomena (extracted from maps) are modeled (described) with semantic descriptions and linked to other data sources (e.g., DBpedia, a structured version of Wikipedia). Chapter 4 dives into the recent advancement in deep learning technologies and their applications on digital map processing. The chapter reviews existing deep learning models for their capabilities on geographic feature extraction from historical maps and compares different types of training strategies. A comprehensive experiment is described to compare different models and their performance. Historical maps are fascinating to look at and contain valuable retrospective place information difficult to find elsewhere. However, the full potential of historical maps has not been realized because the users of scanned historical maps and the developers of digital map processing technologies are from a wide range of disciplines and often work in silos. Each chapter in this book can be read individually, but the order of chapters in this book helps the reader to first understand the "product requirements" of a successful digital map processing system, then review the existing challenges and technologies, and finally follow the more recent trend of deep learning applications for processing historical maps. The primary audience for this book includes scientists and researchers whose work requires long-term historical geographic data as well as librarians. The secondary audience includes anyone who loves maps! |
| -- | https://scigraph.springernature.com/ontologies/product-market-codes/J13000 |
| -- | https://scigraph.springernature.com/ontologies/product-market-codes/J16000 |
| -- | https://scigraph.springernature.com/ontologies/product-market-codes/I22021 |
| 700 1# - | |
| -- | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| -- | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| -- | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| -- | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 773 0# - | |
| -- | Springer Nature eBook |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783319669076 |
| -- | Printed edition: |
| -- | 9783319669090 |
| 830 #0 - | |
| -- | SpringerBriefs in Geography, |
| -- | 2211-4165 |
| 912 ## - | |
| -- | ZDB-2-EES |
| -- | ZDB-2-SXEE |
| 950 ## - | |
| -- | Earth and Environmental Science (SpringerNature-11646) |
| -- | Earth and Environmental Science (R0) (SpringerNature-43711) |
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