dc.creator | Guerra Hernández, Juan | es |
dc.creator | Bastos Görgens, Eric | es |
dc.creator | García Gutiérrez, Jorge | es |
dc.creator | Estraviz Rodriguez, Luiz Carlos | es |
dc.creator | Tomé, Margarida | es |
dc.creator | González Ferreiro, Eduardo | es |
dc.date.accessioned | 2020-03-20T10:35:36Z | |
dc.date.available | 2020-03-20T10:35:36Z | |
dc.date.issued | 2017 | |
dc.identifier.citation | Guerra Hernández, J., Bastos Görgens, E., García Gutiérrez, J., Estraviz Rodriguez, L.C., Tomé, M. y González Ferreiro, E. (2017). Comparison of ALS based models for estimating aboveground biomass in three types of Mediterranean forest. European Journal of Remote Sensing, 49 (1), 185-204. | |
dc.identifier.issn | 2279-7254 | es |
dc.identifier.uri | https://hdl.handle.net/11441/94379 | |
dc.description.abstract | This study aimed to develop ALS-based models for estimating stem, crown and
aboveground biomass in three types of Mediterranean forest, based on low density ALS
data. Two different modelling approaches were used: (i) linear models with different
variable selection methods (Stepwise Selection [SS], Clustering/Exhaustive search [CE]
and Genetic Algorithm [GA]), and (ii) previously Published Models (PM) applicable to
diverse types of forest. Results indicated more accurate estimations of biomass components
for pure Pinus pinea L. (rRMSE = 25.90-26.16%) than for the mixed (30.86-36.34%) and
Quercus pyrenaica Willd. forests (32.78-34.84%). All the tested approaches were valuable,
but SS and GA performed better than CE and PM in most cases. | es |
dc.format | application/pdf | es |
dc.format.extent | 21 | es |
dc.language.iso | eng | es |
dc.publisher | Taylor and Francis OnLine | es |
dc.relation.ispartof | European Journal of Remote Sensing, 49 (1), 185-204. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Biomass components | es |
dc.subject | Remote sensing | es |
dc.subject | Airborne laser scanning | es |
dc.subject | Mediterranean forest | es |
dc.subject | Feature selection approaches | es |
dc.title | Comparison of ALS based models for estimating aboveground biomass in three types of Mediterranean forest | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos | es |
dc.relation.publisherversion | https://www.tandfonline.com/doi/abs/10.5721/EuJRS20164911 | es |
dc.identifier.doi | 10.5721/EuJRS20164911 | es |
dc.journaltitle | European Journal of Remote Sensing | es |
dc.publication.volumen | 49 | es |
dc.publication.issue | 1 | es |
dc.publication.initialPage | 185 | es |
dc.publication.endPage | 204 | es |
dc.identifier.sisius | 21078239 | es |