Abstract
Light interception is a driving variable for many key ecosystem processes in forests. Canopy gaps, as natural irregularities, are common features of Pacific Northwest conifer forests and have profound importance on the within-canopy light environment. We used two spatially explicit radiative transfer models (OLTREE and SolTran) to understand better the vertical profile distribution of light penetration in an old-growth forest. Canopy access at the Wind River Canopy Crane Research Facility provided an opportunity to apply these models in a tall, old-growth, Douglas-fir–western hemlock forest. Both models required three-dimensional descriptions for every crown (location, orientation, and size) in a 4-ha area. Crowns were then simulated as foliage-filled ellipsoids through which light is attenuated following Beer’s law. We simulated vertical profiles (2-m height intervals) of transmitted photosynthetically active radiation (PAR) in 16 gaps previously measured by Parker (1997). Point-by-point comparisons (n = 480) between measured and modeled results showed little agreement because small errors in crown location yielded large local differences in PAR transmittance. However, average gap profiles (n = 16) of PAR transmittance showed excellent agreement (r2 = 0.94) between simulated and measured values. SolTran was used to simulate vertical profiles of daily PAR flux at different seasons for the whole 4-ha canopy, not just gaps. Overall, our results show that both models produced excellent simulations of spatially averaged vertical profiles of PAR transmission in the old-growth forest and are suitable for further investigations at other space and time scales.
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References
MC Anderson JM Norman TP Meyers GR Diak (2000) ArticleTitleAn analytical model for estimating canopy transpiration and carbon assimilation fluxes based on canopy light-use efficiency Agric For Meteorol 101 265–89 Occurrence Handle10.1016/S0168-1923(99)00170-7
DD Baldocchi PC Harley (1995) ArticleTitleScaling carbon dioxide and water vapour exchange from leaf to canopy in a deciduous forest. II. Model testing and application Plant Cell Environ 18 1157–73
AK Betts JK Ball (1997) ArticleTitleAlbedo over the boreal forest J Geophys Res 102 28,879–909
A Brunner (1998) ArticleTitleA light model for spatially explicit forest stand models For Ecol Manage 107 19–46 Occurrence Handle10.1016/S0378-1127(97)00325-3
CD Canham JS Denslow WJ Platt JR Runcle TA Spies PS White (1990) ArticleTitleLight regimes beneath closed canopies and tree-fall gaps in temperate and tropical forests Can J For Res 20 620–31
J Chen JF Franklin (1997) ArticleTitleGrowing-season microclimate variability within an old-growth Douglas-fir forest Clim Res 8 27–34
MJ Easter TA Spies (1994) ArticleTitleUsing hemispherical photography for estimating photosynthetic photon flux density under canopies and in gaps in Douglas-fir forests of the Pacific Northwest Can J For Res 24 2050–8
Franklin FJ, Cromack K Jr, Denison W, McKee A, Maser C, Sedell J, Swanson F, Juday G. 1981. Ecological characteristics of old-growth Douglas-fir forests. General technical report PNW-118. Portland (OR): USDA Forest Service, Pacific Northwest Research Station
FJ Franklin DS DeBell (1988) ArticleTitleThirty-six years of tree population change in old-growth Pseudotsuga–Tsuga forest Can J For Res 18 633–9
DM Gates (1980) Biophysical ecology Springer- Verlag New York
JC Grace PG Jarvis JM Norman (1987) ArticleTitleModelling the interception of solar radiant energy in intensively managed stands NZ J For Sci 17 193–209
RH Grant GM Heisler W Gao (1996) ArticleTitlePhotosynthetically-active radiation: sky radiance distributions under clear and overcast conditions Agric For Meteorol 82 267–92 Occurrence Handle10.1016/0168-1923(95)02327-5
ME Harmon K Bible MG Ryan DC Shaw H Chen J Klopatek X Li (2004) ArticleTitleProduction, respiration, and overall carbon balance in an old-growth Pseudotsuga–Tsuga forest ecosystem Ecosystems 7 .
ME Harmon JF Franklin FJ Swanson P Sollins SV Gregory JD Lattin NH Anderson SP Cline NG Aumen JR Sedell GW Lienkaemper K Cromack KW Cummins (1986) ArticleTitleEcology of coarse woody debris in temperate ecosystems Advances in Ecological Research 15 133–302
DY Hollinger FM Kelliher JN Byers JE Hunt (1994) ArticleTitleCarbon dioxide exchange between an undisturbed old-growth temperate forest and the atmosphere Ecology 75 134–50
H Ishii JP Clement DC Shaw (2000a) ArticleTitleBranch growth and crown form in old coastal Douglas-fir For Ecol Manage 131 81–91 Occurrence Handle10.1016/S0378-1127(99)00202-9
H Ishii JH Reynolds ED Ford DC Shaw (2000b) ArticleTitleHeight growth and vertical development of an old-growth Pseudotsuga–Tsuga forest in southwestern Washington State, USA Can J For Res 30 17–24 Occurrence Handle10.1139/cjfr-30-1-17
PG Jarvis GB James JJ Landsberg (1976) Coniferousforest JL Monteith (Eds) Vegetation and the atmosphere, volume 2 Academic London 171–240
KP Lertzman (1992) ArticleTitlePatterns of gap-phase replacement in a subalpine, old-growth forest Ecology 73 657–69
KP Lertzman GD Sutherland A Inselberg SC Saunders (1996) ArticleTitleCanopy gaps and the landscape mosaic in a coastal temperate rain forest Ecology 77 1254–70
MJ Mariscal F Orgaz FJ Villalobos (2000) ArticleTitleModelling and measurements of radiation interception by olive canopies Agric For Meteorol 100 183–97 Occurrence Handle10.1016/S0168-1923(99)00137-9
SN Martens DD Breshears CW Meyer (2000) ArticleTitleSpatial distributions of understory light along the grassland/forest continuum: effects of cover, height, and spatial pattern of tree canopies Ecol Modell 126 79–93 Occurrence Handle10.1016/S0304-3800(99)00188-X
SN Martens SL Ustin JM Norman (1991) ArticleTitleMeasurement of tree canopy architecture Int J Remote Sens 12 1525–45
EK Mukammal (1971) ArticleTitleSome aspects of radiant energy in a pine forest Arch Metereol Geophys Bioklimatol [B] 19 29–52
W Ni CE Woodcock (2000) ArticleTitleEffect of canopy structure and the presence of snow on the albedo of boreal conifer forests J Geophys Res 105D 11,879–888
LO Nilsson H Eckersten (1983) ArticleTitleWillow production as a function of radiation and temperature Agric Meteorol 30 49–57 Occurrence Handle10.1016/0002-1571(83)90040-7
JM Norman PG Jarvis (1975) ArticleTitlePhotosynthesis in Sitka spruce (Picea sitchensis (Bong.) Carr). V. Radiation penetration theory and a test case J Appl Ecol 12 839–78
JM Norman JM Welles (1983) ArticleTitleRadiative transfer in an array of canopies Agron J 75 481–8
G Parker (1997) ArticleTitleCanopy structure and light environment of an old-growth Douglas-fir/Western Hemlock forest Northwest Sci 71 261–70
GG Parker ME Harmon MA Lefsky J Chen R Pelt ParticleVan SB Weiss SC Thomas WE Winner DC Shaw JF Franklin (2004) ArticleTitleThree-dimensional structure of an old-growth Pseudotsuga–Tsuga forest and its implications for radiation balance, microclimate, and atmospheric gas exchange Ecosystems 7 .
KT Paw U M Falk TH Suchanek SL Ustin J Chen Y-S Park WE Winner SC Thomas TC Hsiao RH Shaw et al. (2004) ArticleTitleCarbon dioxide exchange between an old-growth forest and the atmosphere Ecosystems 7 .
J Perttunen R Sievanen E Nikinmaa H Salminen H Saarenmaa J Vakeva (1996) ArticleTitleLIGNUM: a tree model based on simple structural units Ann Bot 77 87–98 Occurrence Handle10.1006/anbo.1996.0011
Rich PM. 1989. Manual for analysis of hemispherical canopy photography. Report LA-11733-M. Los Alamos, NM: Los Alamos National Laboratory
PM Rich (1990) ArticleTitleCharacterizing plant canopies with hemispherical photographs Remote Sens Rev 5 13–29
DA Roberts SL Ustin S Ogunjemiyo J Chen T Hinckley (2004) ArticleTitleScaling up the forests of the Pacific Northwest using remote sensing Ecosystems 7 .
J Ross (1981) The radiation regime and architecture of plant stands Dr W Junk The Hague
PJ Sellers (1985) ArticleTitleCanopy reflectance, photosynthesis and transpiration Int J Remote Sens 6 1335–72
DC Shaw JF Franklin K Bible J Klopatek E Freeman S Greene GG Parker (2004) ArticleTitleEcological setting of the Wind River canopy crane Ecosystems 7 .
B Song (1998) Three-dimensional forest canopies and their spatial relationships to understory vegetation [dissertation] Michigan Technological University Houghton
TA Spies JF Franklin M Klopsch (1990) ArticleTitleCanopy gaps in Douglas-fir forests of the Cascade Mountains Can J For Res 20 649–59 Occurrence Handle10.1016/S0021-9673(98)00801-2 Occurrence Handle1:CAS:528:DyaK1MXnvF2htA%3D%3D Occurrence Handle9923086
C Spitters H Toussaint J Goudriaan (1986) ArticleTitleSeparating the diffuse and direct components of global radiation and its implications for modeling canopy photosynthesis. Part I. Components of incoming radiation Agric For Meteorol 38 217–29 Occurrence Handle10.1016/0168-1923(86)90060-2
G Stanhill (1970) ArticleTitleSome results of helicopter measurements of albedo Sol Energy 13 69–66
JB Stewart (1971) ArticleTitleThe albedo of a pine forest Q J R Meteorol Soc 97 561–4 Occurrence Handle10.1256/smsqj.41416
SJ Tajchman (1972) ArticleTitleThe radiation and energy balances of coniferous and deciduous forests J Appl Ecol 9 359–75
JD Tenhunen R Hanano M Abril EW Weiler W Hartung (1994) ArticleTitleAbove- and belowground controls on leaf conductance of Ceanothus thyrsiflorus growing in a chaparral environment: the role of abscisic acid Oecologia (Berl) 99 306–14
SC Thomas WE Winner (2000a) ArticleTitleA rotated ellipsoidal angle density function improves estimation of foliage inclination distributions in forest canopies Agric For Meteorol 100 19–24 Occurrence Handle10.1016/S0168-1923(99)00089-1
SC Thomas WE Winner (2000b) ArticleTitleLeaf area index of an old-growth Douglas-fir forest estimated from direct structural measurements in the canopy Can J For Res 30 1922–30 Occurrence Handle10.1139/cjfr-30-12-1922
MH Unsworth N Phillips T Link BJ Bond M Falk ME Harmon TM Hinckley D Marks KT Paw U (2004) ArticleTitleComponents and controls of water flux in an old-growth Douglas-fir–western hemlock ecosystem Ecosystems 7 .
R Pelt ParticleVan MP North (1999) ArticleTitleTesting a ground-based canopy model using the Wind River canopy crane Selbyana 20 357–62
YP Wang PG Jarvis (1990a) ArticleTitleDescription and validation of an array model: MAESTRO Agric For Meteorol 51 257–80 Occurrence Handle10.1016/0168-1923(90)90112-J
YP Wang PG Jarvis (1990b) ArticleTitleInfluence of crown structural properties on PAR absorption, photosynthesis, and transpiration in Sitka spruce: application of a model (MAESTRO) Tree Physiol 7 297–316
Y Wang PJ Polglase (1995) ArticleTitleCarbon balance in the tundra, boreal forest and humid tropical forest during climate change: scaling up from leaf physiology and soil carbon dynamics Plant Cell Environ 18 1126–44
SB Weiss (2000) ArticleTitleVertical and temporal distribution of insolation in gaps in an old-growth coniferous forest Can J For Res 30 1953–64 Occurrence Handle10.1139/cjfr-30-12-1953
WE Winner SC Thomas JA Berry BJ Bond CE Cooper TM Hinckley JR Ehleringer JE Fessenden B Lamb S McCarthy et al. (2004) ArticleTitleCanopy carbon gain and water use: analysis of old-growth conifers in the Pacific Northwest Ecosystems 7 .
Acknowledgements
This research was performed at the Wind River Canopy Crane Research Facility, a cooperative scientific venture among the University of Washington, the USFS PNW Research Station, and the USFS Gifford Pinchot National Forest. This research was supported by the Office of Science, Biological and Environmental Research Program (BER), US Department of Energy (DOE), through the Western Regional Center of the National Institute for Global Environmental Change (NIGEC) under Cooperative Agreement DE-FC03-90ER61010. Any opinions, findings, and conclusions or recommendations expressed herein are those of the authors and do not necessarily reflect the view of the DOE. We wish to thank Geoffrey G. Parker for his data and suggestions on an earlier version of this report.
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Mariscal, M.J., Martens, S.N., Ustin, S.L. et al. Light-transmission Profiles in an Old-growth Forest Canopy:Simulations of Photosynthetically Active Radiation by Using Spatially Explicit Radiative Transfer Models. Ecosystems 7, 454–467 (2004). https://doi.org/10.1007/s10021-004-0137-4
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DOI: https://doi.org/10.1007/s10021-004-0137-4
Keywords
- light profiles
- photosynthetically active radiation (PAR) irradiance distribution
- radiative transfer models
- old-growth conifer forests
- forest gap structure
- Wind River Canopy Crane Research Facility (WRCCRF)