| 1. Identity statement | ||||
| Reference Type | Journal Article | |||
| Site | mtc-m21c.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34R/3UMEFSB | |||
| Repository | sid.inpe.br/mtc-m21c/2020/01.03.17.03 (restricted access) | |||
| Last Update | 2020:01.03.17.03.24 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21c/2020/01.03.17.03.24 | |||
| Metadata Last Update | 2022:01.04.01.34.56 (UTC) administrator | |||
| DOI | 10.1016/j.spasta.2019.100393 | |||
| ISSN | 2211-6753 | |||
| Citation Key | SilvaFonsKörtEsca:2020:SpBaNe | |||
| Title | A spatio-temporal Bayesian Network approach for deforestation prediction in an Amazon rainforest expansion frontier  | |||
| Year | 2020 | |||
| Month | Mar. | |||
| Access Date | 2024, May 07 | |||
| Type of Work | journal article | |||
| Secondary Type | PRE PI | |||
| Number of Files | 1 | |||
| Size | 3158 KiB | |||
| 2. Context | ||||
| Author | 1 Silva, Alexsandro Cândido de Oliveira 2 Fonseca, Leila Maria Garcia 3 Körting, Thales Sehn 4 Escada, Maria Isabel Sobral | |||
| Resume Identifier | 1 2 8JMKD3MGP5W/3C9JHLD 3 4 8JMKD3MGP5W/3C9JHRG | |||
| Group | 1 DIDPI-CGOBT-INPE-MCTIC-GOV-BR 2 DIDPI-CGOBT-INPE-MCTIC-GOV-BR 3 DIDPI-CGOBT-INPE-MCTIC-GOV-BR 4 DIDPI-CGOBT-INPE-MCTIC-GOV-BR | |||
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| Author e-Mail Address | 1 alexsandro.silva@inpe.br 2 leila.fonseca@inpe.br 3 thales.korting@inpe.br 4 isabel.escada@inpe.br | |||
| Journal | Spatial Statistics | |||
| Volume | 35 | |||
| Pages | e100393 | |||
| History (UTC) | 2020-01-03 17:04:05 :: simone :: 2019 -> 2020 2020-01-03 17:04:05 :: simone -> administrator :: 2020 2020-06-19 13:54:24 :: administrator -> simone :: 2020 2020-06-23 22:48:53 :: simone -> administrator :: 2020 2022-01-04 01:34:56 :: 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 | Bayesian Networks Spatio-temporal modeling Environmental modeling Deforestation Brazilian Amazon forest | |||
| Abstract | In the last decade, Brazil has successfully managed to reduce deforestation in the Amazon forest. However, continued increases in annual deforestation rates call for environmental modeling to support short-term decision-making. This paper presents the functioning of a stepwise spatio-temporal Bayesian Network approach for spatially explicit analysis of deforestation risk based on observation data. The study area comprises a deforestation expansion frontier located in the southwest of Pará state, Brazil. The proposed approach has been successful in estimating deforestation risk over the years. Among the selected variables to compose the Bayesian Network model, distance from hot spots and distance from degraded areas present the highest contribution, while protected areas variable present a significant mitigation effect on the phenomenon. Accuracy assessment indices corroborate the agreement between deforestation events and predictions. | |||
| Area | SRE | |||
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDPI > A spatio-temporal Bayesian... | |||
| 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 | silva_spatio.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/3EQCCU5 | |||
| Citing Item List | sid.inpe.br/bibdigital/2013/09.09.15.05 2 sid.inpe.br/mtc-m21/2012/07.13.14.55.44 1 | |||
| Dissemination | SCOPUS | |||
| Host Collection | urlib.net/www/2017/11.22.19.04 | |||
| 6. Notes | ||||
| Empty Fields | alternatejournal archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn label lineage mark mirrorrepository nextedition notes number orcid parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey secondarymark session shorttitle sponsor subject tertiarymark tertiarytype url | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||