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Research ArticleArticles

Comparison of Five Methods for Estimating Leaf Area Index of Open-Grown Deciduous Trees

Paula J. Peper and E. Gregory McPherson
Arboriculture & Urban Forestry (AUF) March 1998, 24 (2) 98-111; DOI: https://doi.org/10.48044/jauf.1998.013
Paula J. Peper
Western Center for Urban Forest Research and Education, Pacific Southwest Research Station, USDA Forest Service, c/o Department of Environmental Horticulture, University of California, Davis, CA 95616-8587
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E. Gregory McPherson
Western Center for Urban Forest Research and Education, Pacific Southwest Research Station, USDA Forest Service, c/o Department of Environmental Horticulture, University of California, Davis, CA 95616-8587
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    Figure 1

    Original photographic image of mulberry captured by the CI-100.

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    Figure 2

    Profile view of mulberry (same tree as in Figure 1) before the original 35-mm photograph was video scanned into the AgVision System.

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    Figure 3

    Comparison of estimated leaf area indices with actual leaf area index for 5 methods including a) AccuPAR Ceptometer after removal of measurements resulting in gap fractions ≥1.0; b) CI-100 processed at 130-degree view and 62 threshold; c) 35-mm photograph image processed with AgVision System; d) LAI-2000 processed with ellipsoidal inversion; e) logarithmic regression equation. The 3 points for each tree represent replications at full crown, –10, and –20 quadrat leaf sample levels. Replication estimates after crown reduction were commonly higher than before reduction. The logarithmic regression equation was applied to mulberries only, with no replications.

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    Figure 4

    Percentage of measurements taken in each cardinal direction for two instruments, a) AccuPAR, b) CI-100, that produced more accurate LAI estimates. Fourteen sets of measurements were made in the morning and 10 sets in the afternoon (n = 14 in morning and n = 10 in afternoon).

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    Table 1.

    The range of measurements, from highest to lowest, taken for each tree for actual leaf area index and estimates. Three measurements were taken for each tree at three levels of crown foliation, but decreases in actual leaf area with removal of each 10-quadrat sample of leaves were not reflected by the estimation methods; estimates made at reduced crown levels were often higher than full-crown estimates. Only the actual measurements decreased with leaf removal.

    TreeActualAccuPARCI-100ImageLAI-2000Logarithm
    Mulberry 013.15–3.122.16–1.482.92–2.653.06–2.724.25–2.863.32
    Mulberry 022.26–2.251.12–0.373.38–3.312.65–2.144.16–1.653.73
    Mulberry 033.89–3.861.30–0.923.65–2.702.80–2.293.51–2.053.13
    Mulberry 043.58–3.571.61–0.424.07–2.663.55–3.212.98–2.524.08
    Mulberry 053.24–3.221.59–1.353.91–3.432.72–2.532.84–2.463.18
    Mulberry 062.35–2.34<0.00n/a3.35–3.003.23–0.832.86
    Cherry 016.29–6.261.92–0.993.30–2.376.05–5.897.57–4.17n/a
    Cherry 024.89–4.862.48–0.494.12–3.297.24–6.354.61–2.73n/a
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    Table 2.

    Paired t-test results for original leaf area index data (no processing) and data processed using the methods listed. Analyses of variance were conducted prior to t-tests for all methods to estimate the standard errors, with the exception of logarithmic regression. Methods produced LAI estimates significantly different from actual LAI at 0.05-level if t > t-critical.

    MethodProcessingMean Estim. LAISample Mean Difference Embedded ImageSE Embedded ImagendftP-valuet critical α = 0.05 (2-tail)
    Actual100% destructive harvest3.694n/a0.261*247———
    3.887n/a0.273216———
    3.076n/a0.26665———
    AccuPARNone0.9472.7470.4032476.28<0.012.365†
    ≥1 transmissions removed1.1072.5870.4192476.177<0.012.36†
    CI-100None0.3543.5330.5352166.599<0.012.447†
    130° w/ 62 threshold3.3040.5830.5472161.0650.332.447
    130° w/ mixed thresholds2.8711.0160.4862162.0890.082.447
    150° w/ 62 threshold3.1020.7850.5412161.450.22.447
    150° w/ mixed thresholds2.9490.9380.4672162.0090.092.447
    Image processingNone3.7–0.0060.3452470.0170.992.365
    LAI-2000None1.1072.5880.4522475.722<0.012.365†
    Lang method3.0990.4670.2352471.9880.092.365
    Ellipsoidal inversion3.2870.4070.262471.5650.162.365
    Logarithmic regressionNone3.383–0.3070.18165–1.0170.362.015
    • ↵* Standard error for mean actual LAI, not Embedded Image.

    • ↵† Indicates sample mean significants different from zero.

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Arboriculture & Urban Forestry (AUF)
Vol. 24, Issue 2
March 1998
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Comparison of Five Methods for Estimating Leaf Area Index of Open-Grown Deciduous Trees
Paula J. Peper, E. Gregory McPherson
Arboriculture & Urban Forestry (AUF) Mar 1998, 24 (2) 98-111; DOI: 10.48044/jauf.1998.013

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Comparison of Five Methods for Estimating Leaf Area Index of Open-Grown Deciduous Trees
Paula J. Peper, E. Gregory McPherson
Arboriculture & Urban Forestry (AUF) Mar 1998, 24 (2) 98-111; DOI: 10.48044/jauf.1998.013
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    • Abstract
    • Methods
    • Results and Discussion
    • AccuPAR
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Keywords

  • LAI
  • Leaf area
  • hemispheric photography
  • Allometry
  • ceptometer
  • image processing
  • plant canopy analyzer

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