| 1. Identity statement | ||||
| Reference Type | Journal Article | |||
| Site | mtc-m21c.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34R/449D2U8 | |||
| Repository | sid.inpe.br/mtc-m21c/2021/03.02.18.55 (restricted access) | |||
| Last Update | 2021:06.02.11.58.18 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21c/2021/03.02.18.55.02 | |||
| Metadata Last Update | 2022:04.03.22.28.16 (UTC) administrator | |||
| DOI | 10.1080/10106049.2019.1594394 | |||
| ISSN | 1010-6049 | |||
| Citation Key | SilveiraCuGaWiArSc:2021:MoAbBi | |||
| Title | Modelling aboveground biomass in forest remnants of the Brazilian Atlantic Forest using remote sensing, environmental and terrain-related data  | |||
| Year | 2021 | |||
| Access Date | 2025, May 09 | |||
| Type of Work | journal article | |||
| Secondary Type | PRE PI | |||
| Number of Files | 1 | |||
| Size | 1956 KiB | |||
| 2. Context | ||||
| Author | 1 Silveira, Eduarda Martiniano de Oliveira 2 Cunha, Luiza Imbroisi Ferraz 3 Galvão, Lênio Soares 4 Withney, Kieran Daniel 5 Arcebi Júnior, Fausto Weimar 6 Scolforo, José Roberto Soares | |||
| Resume Identifier | 1 2 3 8JMKD3MGP5W/3C9JHLF | |||
| Group | 1 2 3 DIOTG-CGCT-INPE-MCTI-GOV-BR | |||
| Affiliation | 1 Universidade Federal de Lavras (UFLA) 2 Universidade Federal de Lavras (UFLA) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Lancaster University 5 Universidade Federal de Lavras (UFLA) 6 Universidade Federal de Lavras (UFLA) | |||
| Author e-Mail Address | 1 dudalavras@hotmail.com 2 3 lenio.galvao@inpe.br | |||
| Journal | Geocarto International | |||
| Volume | 36 | |||
| Number | 3 | |||
| Pages | 281-298 | |||
| Secondary Mark | A2_GEOGRAFIA B1_INTERDISCIPLINAR B2_CIÊNCIAS_AMBIENTAIS | |||
| History (UTC) | 2021-03-02 18:55:02 :: simone -> administrator :: 2021-03-02 18:55:12 :: administrator -> simone :: 2021 2021-06-02 11:58:18 :: simone -> administrator :: 2021 2022-04-03 22:28:16 :: administrator -> simone :: 2021 | |||
| 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 | AGB random forest spatial distribution Rio Doce | |||
| Abstract | The Brazilian Atlantic Forest, one of the most threatened tropical regions in the world, exhibits high levels of terrestrial aboveground biomass (AGB). We propose a random forest approach to model, map and assess whether public lands provide protection for AGB in the Rio Doce watershed, one of the most important watercourses of the Atlantic Forest biome. We used 188 field plots and individual and hybrid features from remote sensing, environmental and terrain-related data. The hybrid model improved the AGB prediction by reducing the root mean square error to 33.43 Mg/ha and increasing the coefficient of determination (R2) to 0.57. The total estimated AGB was 178,967,656.73 Mg, ranging from 20.40 to 167.72 Mg/ha following the seasonal precipitation pattern and anthropogenic disturbance effects. Only 5.76% of the total AGB was located on public protected lands, totalling 10,305,501 Mg, while most of the remaining AGB were located on private properties. | |||
| Area | SRE | |||
| Arrangement | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGCT > Modelling aboveground biomass... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
| |||
| 4. Conditions of access and use | ||||
| Language | en | |||
| Target File | silveira_modelling.pdf | |||
| User Group | simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Archiving Policy | denypublisher denyfinaldraft12 | |||
| Read Permission | deny from all and allow from 150.163 | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Next Higher Units | 8JMKD3MGPCW/46KUATE | |||
| Citing Item List | sid.inpe.br/bibdigital/2022/04.03.22.23 6 sid.inpe.br/mtc-m21/2012/07.13.14.53.28 3 | |||
| Dissemination | WEBSCI | |||
| Host Collection | urlib.net/www/2017/11.22.19.04 | |||
| 6. Notes | ||||
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn label lineage mark mirrorrepository month nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarymark tertiarytype url | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||