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Within-species benefits of back-projecting airborne laser scanner and multispectral sensors in monospecific pinus sylvestris forests

  • Rubén Valbuena
  • , Alejandro De-Blas
  • , Susana Martín-Fernández
  • , Matti Maltamo
  • , Gert-Jan Nabuurs
  • , José Antonio Manzanera
  • European Forest Institute HQ

Research output: Contribution to journalArticlepeer-review

Abstract

Back-projecting is an alternative to orthorectification for ALS-imagery fusion. It usually assists in improving forest estimations in mixed forests, by adding species information from optical sensors. In this study, we focused on the within-species advantages obtained. Results showed that estimating relative stem density improved significantly (from R2=0.76 to R2=0.81), as the multispectral signal may incorporate canopy closure-related shadowing conditions at plot-level. As a result, volume prediction also improved (from R2=0.65 to R2=0.69), even though Lorey’s height and basal area did not. Hence, monospecific conifer forests assessment may also benefit from ALS-imagery fusion.
Original languageUnknown
Pages (from-to)491-509
Number of pages19
JournalEuropean Journal of Remote Sensing
Volume46
Issue number1
DOIs
Publication statusPublished - 2013
Externally publishedYes

Keywords

  • Sensor data fusion
  • Lidar
  • stem density
  • Stand Density Index
  • Snag detection
  • Forest Health

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