Please use this identifier to cite or link to this item:
http://repositorio.ufla.br/jspui/handle/1/14951| metadata.revistascielo.dc.title: | Identificação de árvores individuais a partir de levantamentos laser aerotransportado por meio de janela inversa |
| metadata.revistascielo.dc.title.alternative: | Individual tree identification in airborne laser data by inverse search window |
| metadata.revistascielo.dc.creator: | Gorgens, Eric Bastos Rodriguez, Luiz Carlos Estraviz Silva, André Gracioso Peres da Silva, Carlos Alberto |
| metadata.revistascielo.dc.subject: | LIDAR Máximo local Modelo digital de alturas Light detection and ranging Local maximum Canopy height model Airborne laser scanning |
| metadata.revistascielo.dc.publisher: | Universidade Federal de Lavras (UFLA) |
| metadata.revistascielo.dc.date: | 7-Apr-2016 |
| metadata.revistascielo.dc.identifier.citation: | GORGENS, E. B. et al. Individual tree identification in airborne laser data by inverse search window. CERNE, Lavras, v. 21, n. 1, Jan./Mar. 2015. DOI: 10.1590/01047760201521011535. |
| metadata.revistascielo.dc.description.resumo: | The local maximum filtering performance is highly dependent of the window size definition. This paper proposes that the window size should be determined by an inverse relationship to the canopy height model, and test the hypothesis that a windowsize inversely proportional will have better performance than the window proportional to the canopy height model. The study area is located in the southeastern region of the State of British Columbia, Canada. The natural vegetation is the boreal type and is characterized by the dominance of two species Picea engelmannii Parry ex. Engelmann (Engelmann spruce) and Abies lasiocarpa (Hook.) Nutt. (sub-alpine fir). The relief is mountainous with altitudes ranging from 650-2400 meters. 62 plots with 256 square meters were measured in the field. The airborne LiDAR had discrete returns, 2 points per square meter density and small-footprint. The performance of the search windows was evaluated based on success percentage, absolute average error and also compared to the observed values of the field plots. The local maximum filter underestimated the number of trees per hectare for both window sizing methods. The use of the inverse proportional window size has resulted in superior results, particularly for regions with highest density of trees. |
| metadata.revistascielo.dc.language: | eng |
| Appears in Collections: | CERNE |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| ARTIGO_Identificação de árvores individuais a partir de levantamentos laser aerotransportado por meio de janela inversa.pdf | 790,11 kB | Adobe PDF | View/Open |
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