| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | mtc-m21c.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34R/43FHDBH | |||
| Repository | sid.inpe.br/mtc-m21c/2020/10.25.14.49 (restricted access) | |||
| Last Update | 2020:10.25.14.49.39 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21c/2020/10.25.14.49.39 | |||
| Metadata Last Update | 2022:01.04.01.35.31 (UTC) administrator | |||
| Secondary Key | INPE--PRE/ | |||
| DOI | 10.1007/978-3-030-58799-4_74 | |||
| ISBN | 978-303058798-7 | |||
| ISSN | 03029743 | |||
| Citation Key | GouvêaVeCoFeMaQu:2020:DyCoDe | |||
| Title | Dynamic community detection into analyzing of wildfires events  | |||
| Year | 2020 | |||
| Access Date | 2024, May 19 | |||
| Secondary Type | PRE CI | |||
| Number of Files | 1 | |||
| Size | 4122 KiB | |||
| 2. Context | ||||
| Author | 1 Gouvêa, Alessandra M. M. M. 2 Vega-Oliveros, Didier Augusto 3 Cotacallapa Choque, Frank Moshé 4 Ferreira, Leonardo Nascimento 5 Macau, Elbert Einstein Nehrer 6 Quiles, Marcos Gonçalves | |||
| Resume Identifier | 1 2 3 4 5 8JMKD3MGP5W/3C9JGUT | |||
| ORCID | 1 0000-0002-0512-0162 2 0000-0001-9569-3775 3 0000-0002-1949-2696 4 0000-0003-1445-0590 5 0000-0002-6337-8081 6 0000-0001-8147-554X | |||
| Group | 1 2 CAP-COMP-SESPG-INPE-MCTIC-GOV-BR 3 CAP-COMP-SESPG-INPE-MCTIC-GOV-BR 4 CAP-COMP-SESPG-INPE-MCTIC-GOV-BR | |||
| Affiliation | 1 Universidade Federal de São Paulo (UNIFESP) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Instituto Nacional de Pesquisas Espaciais (INPE) 5 Universidade Federal de São Paulo (UNIFESP) 6 Universidade Federal de São Paulo (UNIFESP) | |||
| Author e-Mail Address | 1 alessandra.marli@unifesp.br 2 diego.oliveros@inpe.br 3 frank.moshe@inpe.br 4 leonardo.ferreira@inpe.br 5 elbert.macau@unifesp.br 6 quiles@unifesp.br | |||
| Editor | Gervasi, O. Murgante, B. Misra, S. Garau, C. Blecic, I. Taniar, D. Apduhan, B. O. Rocha, A. M. A. C. Tarantino, E. Torre, C. M. Karaca, Y. | |||
| Conference Name | International Conference on Computational Science and Its Applications (ICCSA), 20 | |||
| Conference Location | Cagliari, Italy | |||
| Date | 01-04 July | |||
| Publisher | Springer | |||
| Pages | 1032-1047 | |||
| Book Title | Proceedings | |||
| History (UTC) | 2020-10-25 14:51:43 :: simone -> administrator :: 2020 2022-01-04 01:35:31 :: administrator -> simone :: 2020 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Content Type | External Contribution | |||
| Version Type | publisher | |||
| Keywords | Community detection · Temporal networks · Wildfire · Fire activity · Geographical data modeling | |||
| Abstract | The study and comprehension of complex systems are crucial intellectual and scientific challenges of the 21st century. In this scenario, network science has emerged as a mathematical tool to support the study of such systems. Examples include environmental processes such as the wildfires, which are known for their considerable impact on human life. However, there is a considerable lack of studies of wildfire from a network science perspective. Here, employing the chronological network concepta temporal network where nodes are linked if two consecutive events occur between themwe investigate the information that dynamic community structures reveal about the wildfires dynamics. Particularly, we explore a two-phase dynamic community detection approach, i.e., we applied the Louvain algorithm on a series of snapshots, and then we used the Jaccard similarity coefficient to match communities across adjacent snapshots. Experiments with the MODIS dataset of fire events in the Amazon basing were conducted. Our results show that the dynamic communities can reveal wildfire patterns observed throughout the year. | |||
| Area | COMP | |||
| Arrangement | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CAP > Dynamic community detection... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| Language | en | |||
| Target File | gouvea_dynamic.pdf | |||
| User Group | simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Read Permission | deny from all and allow from 150.163 | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Next Higher Units | 8JMKD3MGPCW/3F2PHGS | |||
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.14.45.07 1 | |||
| Host Collection | urlib.net/www/2017/11.22.19.04 | |||
| 6. Notes | ||||
| Notes | Lecture Notes in Computer Science, v.12249 | |||
| Empty Fields | archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel dissemination e-mailaddress edition format label lineage mark mirrorrepository nextedition numberofvolumes organization parameterlist parentrepositories previousedition previouslowerunit progress project publisheraddress rightsholder schedulinginformation secondarydate secondarymark serieseditor session shorttitle sponsor subject tertiarymark tertiarytype type url volume | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||