A model of wind-influenced leaf litterfall in a mixed hardwood forest

Litterfall is an important ecological process in forest ecosystem functioning. Some attempts have been made to develop spatially explicit models of litterfall, but wind influence has never been included. Therefore, we studied the effect of wind on litterfall in an intimately mixed birch-oak forest using tree diameter and position as input data. After testing a litterfall model that assumed isotropic leaf dispersal, an anisotropic dispersal module was developed to account for wind influence. Using leaf fall data of 104 litter traps, isotropic and anisotropic models were optimized for silver birch (Betula pendula Roth), pedunculate oak (Quercus robur L.), and red oak (Quercus rubra L.) and model quality was compared. The anisotropic leaf litterfall model proved to be relevant because (i) the estimated litterfall directions corresponded very well to prevailing wind directions during leaf fall and (ii) including directionality significantly increased the goodness of fit of the models for both oak species but not for birch. Consequently, prevailing wind directions during leaf fall affected leaf dispersal in a broad-leaved deciduous forest. Insight into the spatial variability of the litter layer in forest ecosystems can benefit from the improved understanding of small-scale litterfall processes.

[1]  Ran Nathan,et al.  FIELD VALIDATION AND SENSITIVITY ANALYSIS OF A MECHANISTIC MODEL FOR TREE SEED DISPERSAL BY WIND , 2001 .

[2]  William H. Press,et al.  The Art of Scientific Computing Second Edition , 1998 .

[3]  J. Amador,et al.  Spatial and temporal patterns of soil biological activity in a forest and an old field , 1998 .

[4]  D. Stone Leaf dispersal in a pole-size maple stand , 1977 .

[5]  Distribution of Net Litter Inputs with Respect to Slope Position and Wind Direction , 1981 .

[6]  S. Georgieva,et al.  Nematode distribution, trophic structure and biomass in a primary succession of blown-out areas in a drift sand landscape , 1993 .

[7]  M. Hornung,et al.  Solute concentrations, fluxes and major nutrient cycles in a mature sitka-spruce plantation in Beddgelert forest, North Wales , 1989 .

[8]  Simon A. Levin,et al.  A Theoretical Framework for Data Analysis of Wind Dispersal of Seeds and Pollen , 1989 .

[9]  Michael H. Kutner Applied Linear Statistical Models , 1974 .

[10]  G. Matlack DIASPORE SIZE, SHAPE, AND FALL BEHAVIOR IN WIND-DISPERSED PLANT SPECIES1 , 1987 .

[11]  D. Greene,et al.  Wind Dispersal of Seeds from a Forest Into a Clearing , 1995 .

[12]  J. D. Stewart,et al.  Dispersal of white spruce seed in mature aspen stands , 1998 .

[13]  Janneke HilleRisLambers,et al.  Seed Dispersal Near and Far: Patterns Across Temperate and Tropical Forests , 1999 .

[14]  Hajime Sato,et al.  Estimation of overlapping seed shadows in a northern mixed forest , 1998 .

[15]  William H. Press,et al.  Numerical recipes in C. The art of scientific computing , 1987 .

[16]  D. Zak,et al.  Geostatistical analysis of soil properties in a secondary tropical dry forest, St. Lucia, West Indies , 1994, Plant and Soil.

[17]  H. D. Bradshaw,et al.  Litterfall, stemflow, and throughfall nutrient fluxes in an alluvial swamp forest. , 1980 .

[18]  F. Bazzaz,et al.  Underground Niche Separation in Successional Plants , 1976 .

[19]  J. Yarie Boreal forest ecosystem dynamics. I. A new spatial model , 2000 .

[20]  G. Moreno,et al.  Nutrient cycling in deciduous forest ecosystems of the Sierra de Gata mountains: nutrient supplies to the soil through both litter and throughfall. , 1998 .

[21]  James K. Lindsey,et al.  Parametric Statistical Inference , 1996 .

[22]  I. Morrison Effect of trap dimensions on mass of litterfall collected in an Acersaccharum stand in northern Ontario , 1991 .

[23]  M. Andersen Mechanistic Models for the Seed Shadows of Wind-Dispersed Plants , 1991, The American Naturalist.

[24]  L. Bruijnzeel,et al.  Spatial heterogeneity of element and litter turnover in a Bornean rain forest , 1998, Journal of Tropical Ecology.

[25]  Marc F. P. Bierkens,et al.  Upscaling and downscaling methods for environmental research , 2000 .

[26]  D. Ferguson The origin of leaf-assemblages — new light on an old problem , 1985 .

[27]  William H. Press,et al.  Book-Review - Numerical Recipes in Pascal - the Art of Scientific Computing , 1989 .

[28]  G. L. Martin,et al.  Comparison of constant and variable allometric ratios for estimating Populus tremuloides biomass , 1987 .

[29]  R. Schenker Spatial and seasonal distribution patterns of oribatid mites (Acari: Oribatei) in a forest soil ecosystem , 1984, Pedobiologia.

[30]  H. Marschner Mineral Nutrition of Higher Plants , 1988 .

[31]  J. B. Ferrari Fine-scale patterns of leaf litterfall and nitrogen cycling in an old-growth forest , 1999 .

[32]  Eville Gorham,et al.  Litter Production in Forests of the World , 1964 .

[33]  S. Sugita,et al.  A spatially explicit model of leaf litter fall in hemlock-hardwood forests , 1996 .

[34]  Y. Hirabuki Heterogeneous dispersal of tree litterfall corresponding with patchy canopy structure in a temperate mixed forest , 1991, Vegetatio.

[35]  C. Lescure,et al.  Spatial distribution of nitrification and denitrification in an acid forest soil , 1991 .

[36]  I. Emmer Humus form development and succession of dwarf shrub vegetation in grass dominated primary Pinus sylvestris forests , 1995 .

[37]  J. Miller,et al.  Nutrient cycles in pine and their adaptation to poor soils , 1979 .

[38]  G. Arfken Mathematical Methods for Physicists , 1967 .