Applicability of the PROSPECT model for Norway spruce needles

Z. Malenovsky, J. Albrechtova, Z. Lhotakova, R. Zurita Milla, J.G.P.W. Clevers, M.E. Schaepman, P. Cudlin

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62 Citations (Scopus)

Abstract

The potential applicability of the leaf radiative transfer model PROSPECT (version 3.01) was tested for Norway spruce (Picea abies (L.) Karst.) needles collected from stress resistant and resilient trees. Direct comparison of the measured and simulated leaf optical properties between 450¿1000 nm revealed the requirement to recalibrate the PROSPECT chlorophyll and dry matter specific absorption coefficients kab(¿) and km(¿). The subsequent validation of the modified PROSPECT (version 3.01.S) showed close agreement with the spectral measurements of all three needle age¿classes tested; the root mean square error (RMSE) of all reflectance (¿) values within the interval of 450¿1000 nm was equal to 1.74%, for transmittance (¿) it was 1.53% and for absorbance (¿) it was 2.91%. The total chlorophyll concentration, dry matter content, and leaf water content were simultaneously retrieved by a constrained inversion of the original PROSPECT 3.01 and the adjusted PROSPECT 3.01.S. The chlorophyll concentration estimated by inversion of both model versions was similar, but the inversion accuracy of the dry matter and water content was significantly improved. Decreases in RMSE from 0.0079 g cm¿2 to 0.0019 g cm¿2 for dry matter and from 0.0019 cm to 0.0006 cm for leaf water content proved the improved performance of the recalibrated PROSPECT version 3.01.S.
Original languageEnglish
Pages (from-to)5315-5340
JournalInternational Journal of Remote Sensing
Volume27
Issue number24/20
DOIs
Publication statusPublished - 2006

Keywords

  • chlorophyll content estimation
  • canopy reflectance models
  • radiative-transfer models
  • remote-sensing data
  • leaf-area index
  • optical-properties
  • conifer needles
  • forest
  • vegetation
  • inversion

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