Mechanistic models for wind dispersal.

The growing need for ecological forecasts of, for example, species migration, has increased interest in developing mechanistic models for wind dispersal of seeds, pollen and spores. Analytical models are only able to predict mean dispersal distances, whereas sophisticated trajectory simulation models are able to incorporate rare wind conditions causing long-distance dispersal and are therefore preferable. Despite the rapid development of mechanistic dispersal models, only a few studies have focused on comparing the performance of the models. To assess the level of model complexity needed, attention should be paid to model comparisons and the sensitivity of the predictions to model complexity. In addition to studying the movement of airborne particles, future modelling work should also focus on the processes of particle release and deposition.

[1]  S. Levin,et al.  Long‐distance biological transport processes through the air: can nature's complexity be unfolded in silico? , 2005 .

[2]  S. Levin,et al.  Mechanistic Analytical Models for Long‐Distance Seed Dispersal by Wind , 2005, The American Naturalist.

[3]  T. Flesch,et al.  Estimating Spore Release Rates Using a Lagrangian Stochastic Simulation Model , 2001 .

[4]  Tiina Markkanen,et al.  Air temperature triggers the recovery of evergreen boreal forest photosynthesis in spring , 2003 .

[5]  P. Schippers,et al.  Release thresholds strongly determine the range of seed dispersal by wind , 2005 .

[6]  M. Lyford,et al.  Pollen dispersal models in Quaternary plant ecology: Assumptions, parameters, and prescriptions , 2008, The Botanical Review.

[7]  S. Carpenter,et al.  Ecological forecasts: an emerging imperative. , 2001, Science.

[8]  Gabriel G. Katul,et al.  DETERMINANTS OF LONG-DISTANCE SEED DISPERSAL BY WIND IN GRASSLANDS , 2004 .

[9]  Ran Nathan,et al.  A simple mechanistic model of seed dispersal, predation and plant establishment: Janzen‐Connell and beyond , 2004 .

[10]  M. L. Laucks,et al.  Aerosol Technology Properties, Behavior, and Measurement of Airborne Particles , 2000 .

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

[12]  D. Greene,et al.  LONG-DISTANCE WIND DISPERSAL OF TREE SEEDS , 1995 .

[13]  O. Tackenberg Modeling long‐distance dispersal of plant diaspores by wind , 2003 .

[14]  John D. Wilson Trajectory Models for Heavy Particles in Atmospheric Turbulence: Comparison with Observations , 2000 .

[15]  O. Rognli,et al.  Spatial models of pollen dispersal in the forage grass meadow fescue , 1998, Evolutionary Ecology.

[16]  Ralf Seppelt,et al.  Spatially explicit modelling of transgenic maize pollen dispersal and cross-pollination. , 2003, Journal of theoretical biology.

[17]  Wim A. Ozinga,et al.  How important is long‐distance seed dispersal for the regional survival of plant species? , 2005 .

[18]  S. Levin,et al.  Mechanisms of long-distance dispersal of seeds by wind , 2002, Nature.

[19]  O. Skarpaas,et al.  How far can a hawk's beard fly? Measuring and modelling the dispersal of Crepis praemorsa , 2004 .

[20]  M. Cain,et al.  Long-distance seed dispersal in plant populations. , 2000, American journal of botany.

[21]  P. M. Beckett,et al.  On the Mathematical Modeling of Pollen Dispersal and Deposition , 1990 .

[22]  S. Higgins,et al.  A mechanistic model for secondary seed dispersal by wind and its experimental validation , 2005 .

[23]  Michael L. Cain,et al.  ARE LONG‐DISTANCE DISPERSAL EVENTS IN PLANTS USUALLY CAUSED BY NONSTANDARD MEANS OF DISPERSAL? , 2003 .

[24]  M. E. Lacey,et al.  Wind dispersal of pollen from crops of oilseed rape (Brassica napus L.) , 1991 .

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

[26]  Lagrangian stochastic modeling of heavy particle transport in the convective boundary layer , 2005 .

[27]  P. Turchin Quantitative Analysis Of Movement , 1998 .

[28]  S. Levin,et al.  The Ecology and Evolution of Seed Dispersal: A Theoretical Perspective , 2003 .

[29]  S. Engen,et al.  Stochastic Dispersal Processes in Plant Populations , 1997, Theoretical population biology.

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

[31]  Ran Nathan,et al.  Foliage shedding in deciduous forests lifts up long-distance seed dispersal by wind. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[32]  D. Greene,et al.  A MODEL OF WIND DISPERSAL OF WINGED OR PLUMED SEEDS , 1989 .

[33]  David M Richardson,et al.  Predicting Plant Migration Rates in a Changing World: The Role of Long‐Distance Dispersal , 1999, The American Naturalist.

[34]  P. Gouyon,et al.  CORN POLLEN DISPERSAL: QUASI‐MECHANISTIC MODELS AND FIELD EXPERIMENTS , 2003 .

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

[36]  R. Clarke,et al.  Long distance seed dispersal by wind: measuring and modelling the tail of the curve , 2000, Oecologia.

[37]  P. Kevan,et al.  The variability in settling velocities of some pollen and spores , 1995 .

[38]  Benjamin Loubet,et al.  Modelling airborne concentration and deposition rate of maize pollen , 2004 .

[39]  José M. V. Fragoso,et al.  Forecasting Regional to Global Plant Migration in Response to Climate Change , 2005 .

[40]  J. Flenley,et al.  Modelling of Dispersion and Deposition of Tree Pollen within a Forest Canopy , 1989 .

[41]  David E Greene THE ROLE OF ABSCISSION IN LONG-DISTANCE SEED DISPERSAL BY THE WIND , 2005 .

[42]  P. Hari,et al.  Long-term field measurements of atmosphere-surface interactions in boreal forest combining forest ecology, micrometeorology, aerosol physics and atmospheric chemistry , 1998 .