| 1. Identity statement | ||||
| Reference Type | Journal Article | |||
| Site | mtc-m16d.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP7W/3A7MC6H | |||
| Repository | sid.inpe.br/mtc-m19/2011/08.04.19.19 (restricted access) | |||
| Last Update | 2011:12.23.16.19.50 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/mtc-m19/2011/08.04.19.19.45 | |||
| Metadata Last Update | 2021:02.12.13.48.14 (UTC) administrator | |||
| Secondary Key | INPE--PRE/ | |||
| DOI | 10.1016/j.eswa.2010.10.031 | |||
| ISSN | 0957-4174 | |||
| Citation Key | LorenaJaSiGiLoCaYa:2011:CoMaLe | |||
| Title | Comparing machine learning classifiers in potential distribution modelling  | |||
| Year | 2011 | |||
| Month | may | |||
| Access Date | 2024, May 04 | |||
| Secondary Type | PRE PI | |||
| Number of Files | 1 | |||
| Size | 595 KiB | |||
| 2. Context | ||||
| Author | 1 Lorena, Ana C 2 Jacintho, Luis F. O 3 Siqueira, Marinez F. 4 De Giovanni, Renato 5 Lohmann, Lucia G. 6 Carvalho, Andre C. P. L. F. de 7 Yamamoto, Missae | |||
| Group | 1 2 3 4 5 6 7 DAE-CEA-INPE-MCT-BR | |||
| Affiliation | 1 CMCC Univ Fed ABC, Santo Andre, SP, Brazil 2 CMCC Univ Fed ABC, Santo Andre, SP, Brazil 3 CRIA, Campinas, SP, Brazil 4 CRIA, Campinas, SP, Brazil 5 Univ Sao Paulo, Inst Biociencias, Sao Paulo, Brazil 6 Univ Sao Paulo, ICMC, Sao Carlos, SP, Brazil 7 Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| e-Mail Address | secretaria.cpa@dir.inpe.br | |||
| Journal | Expert Systems with Applications | |||
| Volume | 38 | |||
| Number | 5 | |||
| Pages | 5268-5275 | |||
| Secondary Mark | A1_ADMINISTRAÇÃO,_CIÊNCIAS_CONTÁBEIS_E_TURISMO B1_CIÊNCIA_DA_COMPUTAÇÃO A1_ENGENHARIAS_I A1_ENGENHARIAS_III A2_GEOCIÊNCIAS A1_INTERDISCIPLINAR | |||
| History (UTC) | 2011-08-04 19:27:59 :: secretaria.cpa@dir.inpe.br -> administrator :: 2011 2011-08-15 04:45:40 :: administrator -> secretaria.cpa@dir.inpe.br :: 2011 2011-11-01 11:45:46 :: secretaria.cpa@dir.inpe.br -> tereza@sid.inpe.br :: 2011 2011-12-23 16:20:26 :: tereza@sid.inpe.br -> administrator :: 2011 2012-10-15 02:14:45 :: administrator -> tereza@sid.inpe.br :: 2011 2013-03-08 17:14:50 :: tereza@sid.inpe.br -> administrator :: 2011 2021-02-12 13:48:14 :: administrator -> tereza@sid.inpe.br :: 2011 | |||
| 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 | Ecological niche modelling Potential distribution modelling Machine learning. SPECIES DISTRIBUTIONS CLIMATE-CHANGE HABITAT SUITABILITY PREDICTION BIODIVERSITY AREAS INVASIONS ENVELOPE NICHES SCALE | |||
| Abstract | Species' potential distribution modelling consists of building a representation of the fundamental ecological requirements of a species from biotic and abiotic conditions where the species is known to occur. Such models can be valuable tools to understand the biogeography of species and to support the prediction of its presence/absence considering a particular environment scenario. This paper investigates the use of different supervised machine learning techniques to model the potential distribution of 35 plant species from Latin America. Each technique was able to extract a different representation of the relations between the environmental conditions and the distribution profile of the species. The experimental results highlight the good performance of random trees classifiers, indicating this particular technique as a promising candidate for modelling species' potential distribution. | |||
| Area | CEA | |||
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDAE > Comparing machine learning... | |||
| 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 | |||
| User Group | administrator secretaria.cpa@dir.inpe.br tereza@sid.inpe.br | |||
| Visibility | shown | |||
| Archiving Policy | denypublisher denyfinaldraft24 | |||
| Read Permission | deny from all and allow from 150.163 | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Mirror Repository | sid.inpe.br/mtc-m19@80/2009/08.21.17.02.53 | |||
| Next Higher Units | 8JMKD3MGPCW/3ETL868 | |||
| Dissemination | WEBSCI; PORTALCAPES; COMPENDEX. | |||
| Host Collection | sid.inpe.br/mtc-m19@80/2009/08.21.17.02 | |||
| 6. Notes | ||||
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel electronicmailaddress format isbn label lineage mark nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress project readergroup resumeid rightsholder schedulinginformation secondarydate session shorttitle sponsor subject targetfile tertiarymark tertiarytype typeofwork url | |||
| 7. Description control | ||||
| e-Mail (login) | tereza@sid.inpe.br | |||
| update | ||||