Publicação
Análisis avanzada de métricas espaciales en la modelización de alteraciones en la utilización y ocupación del suelo con autómatas celulares
| dc.contributor.author | Zamyatin, Alexander | |
| dc.contributor.author | Cabral, Pedro | |
| dc.contributor.institution | NOVA Information Management School (NOVA IMS) | |
| dc.contributor.pbl | Universidad Nacional de Colombia | |
| dc.date.accessioned | 2019-05-22T22:15:49Z | |
| dc.date.available | 2019-05-22T22:15:49Z | |
| dc.date.issued | 2011-12-01 | |
| dc.description | Zamyatin, A., & Cabral, P. (2011). Análisis avanzada de métricas espaciales en la modelización de alteraciones en la utilización y ocupación del suelo con autómatas celulares. DYNA (Colombia), 78(170), 42-50. | |
| dc.description.abstract | This paper proposes an approach for a more effective definition of cellular automata transition rules for landscape change modeling using an advanced spatial metrics analysis. This approach considers a four-stage methodology based on: (i) the search for the appropriate spatial metrics with minimal correlations; (ii) the selection of the appropriate neighborhood size; (iii) the selection of the appropriate technique for spatial metrics application; and (iv) the analysis of the contribution level of each spatial metric for joint use. The case study uses an initial set of 7 spatial metrics of which 4 are selected for modeling. Results show a better model performance when compared to modeling without any spatial metrics or with the initial set of 7 metrics. | en |
| dc.description.version | publishersversion | |
| dc.description.version | published | |
| dc.format.extent | 9 | |
| dc.format.extent | 1305682 | |
| dc.identifier.issn | 0012-7353 | |
| dc.identifier.other | PURE: 13281287 | |
| dc.identifier.other | PURE UUID: 43aae6b4-d76a-4d51-98e1-9f27d4ec19f3 | |
| dc.identifier.other | Scopus: 84881061716 | |
| dc.identifier.other | WOS: 000298894900006 | |
| dc.identifier.other | ORCID: /0000-0001-8622-6008/work/64041762 | |
| dc.identifier.uri | http://www.scopus.com/inward/record.url?scp=84881061716&partnerID=8YFLogxK | |
| dc.identifier.uri | http://ref.scielo.org/879pmz | |
| dc.identifier.url | https://www.scopus.com/pages/publications/84881061716 | |
| dc.identifier.url | http://ref.scielo.org/879pmz | |
| dc.language.iso | spa | |
| dc.peerreviewed | yes | |
| dc.subject | Cellular automata | |
| dc.subject | Geocomputation | |
| dc.subject | Lucc modeling | |
| dc.subject | Spatial metrics | |
| dc.subject | Spatial metrics contribution level | |
| dc.subject | Transition rules | |
| dc.subject | General Engineering | |
| dc.title | Análisis avanzada de métricas espaciales en la modelización de alteraciones en la utilización y ocupación del suelo con autómatas celulares | es |
| dc.title.alternative | Advanced spatial metrics analysis in cellular automata land use and cover change modeling | en |
| dc.type | journal article | |
| degois.publication.firstPage | 42 | |
| degois.publication.issue | 170 | |
| degois.publication.lastPage | 50 | |
| degois.publication.title | DYNA | |
| degois.publication.volume | 78 | |
| dspace.entity.type | Publication | |
| rcaap.rights | openAccess |
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