MARC details
| 000 -LEADER |
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| fixed length control field |
03119naaaa2200313uu 4500 |
| 001 - CONTROL NUMBER |
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| control field |
https://directory.doabooks.org/handle/20.500.12854/82334 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20220714173032.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
978-88-5518-461-8.19 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9788855184618 |
| 024 7# - OTHER STANDARD IDENTIFIER |
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| Standard number or code |
10.36253/978-88-5518-461-8.19 |
| Terms of availability |
doi |
| 041 0# - LANGUAGE CODE |
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| Language code of text/sound track or separate title |
English |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
dc |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Carpita, Maurizio |
| Relator code |
auth |
| 9 (RLIN) |
1588360 |
| 245 10 - TITLE STATEMENT |
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| Title |
Chapter Modelling the spatio-temporal dynamic of traffic flows with gravity models and mobile phone data |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
Florence |
| Name of publisher, distributor, etc |
Firenze University Press |
| Date of publication, distribution, etc |
2021 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 electronic resource (6 p.) |
| 506 0# - RESTRICTIONS ON ACCESS NOTE |
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| Terms governing access |
Open Access |
| Source of term |
star |
| Standardized terminology for access restriction |
Unrestricted online access |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
The analysis of origin-destination traffic flows may be useful in many contexts of application (e.g., urban planning, tourism economics) and have been commonly studied through the gravity model, which states that flows are proportional to ''masses" of both origin and destination, and inversely proportional to distance between them. Using data on the flow of mobile phone SIM among different aree di censimento, recorded hourly basis for several months and provided by FasterNet in the context of MoSoRe project, in this work we characterize and model the dynamic of such flows over the time in the strongly urbanized and flood-prone area of the Mandolossa (western outskirts of Brescia, northern Italy), with the aim of predicting the traffic flow during flood episodes. Whereas a traditional "static" mass explanatory variable is represented by residential population (Pop), or by gross domestic product (GDP), here we propose to use a most accurate set of explanatory variables in order to better account for the dynamic over the time. First, we employ a time-varying mass variable represented by the number of city-users by area and by time period, which has been estimated from mobile phone data (provided by TIM) using functional data approach and already adopted to derive crowding maps for flood exposure. Secondly, we include in the model a proper set of factors such as areal and time dummies, and a novel set of indices related to (e.g.) the number and the type of streets, the number of offices, restaurants or cinemas, which may be retrieved from OpenStreetMap. The joint use of these two novel sets of explanatory variables should allow us to obtain a better linear fitting of the gravity model and a better traffic flow prediction for the flood risk evaluation. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE |
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| Terms governing use and reproduction |
Creative Commons |
| -- |
https://creativecommons.org/licenses/by/4.0/ |
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cc |
| -- |
https://creativecommons.org/licenses/by/4.0/ |
| 546 ## - LANGUAGE NOTE |
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| Language note |
English |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Mobile phone network |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Gravity model |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Origin-destination data |
| 653 ## - INDEX TERM--UNCONTROLLED |
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| Uncontrolled term |
Flooding risk |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
metulini, rodolfo |
| Relator code |
auth |
| 9 (RLIN) |
1588361 |
| 773 10 - HOST ITEM ENTRY |
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| Host Biblionumber |
OAPEN Library ID: ONIX_20220601_9788855184618_552 |
| Control subfield |
nnaa |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://library.oapen.org/bitstream/20.500.12657/56367/1/26237.pdf">https://library.oapen.org/bitstream/20.500.12657/56367/1/26237.pdf</a> |
| -- |
0 |
| Public note |
DOAB: download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://directory.doabooks.org/handle/20.500.12854/82334">https://directory.doabooks.org/handle/20.500.12854/82334</a> |
| -- |
0 |
| Public note |
DOAB: description of the publication |
