Guidelines for modeling natural regeneration in boreal forests

Natural regeneration is recognized as an important component of forest management. Field studies are usually combined with conceptual and mathematical models as the most effective way to understand and predict natural regeneration. In the case of the boreal forest, several important issues arise in the design of regeneration models and are reviewed here. The most important concerns the trade-off between complexity and portability. Complex models may mimic natural systems more closely than do simpler models, but this realism comes at a cost in terms of the volume of data necessary for their calibration. A second issue is that most regeneration models have been scaled to problems at the tree and stand level, but recent interest in landscape-level issues requires models applicable to this higher spatial scale. Finally, the conceptual framework underlying most regeneration models may need to be revisited in light of recent efforts to depict vegetation dynamics under changing climatic regimes. It is unlikely t...

[1]  T. Sharik,et al.  A Systems Analysis of the Global Boreal Forest: The reproductive process in boreal forest trees , 1992 .

[2]  Herman H. Shugart,et al.  A Systems Analysis of the Global Boreal Forest: Contents , 1992 .

[3]  John Pastor,et al.  State-of-the-Art of Models of Production-Decomposition Linkages in Conifer and Grassland Ecosystems. , 1991, Ecological applications : a publication of the Ecological Society of America.

[4]  B. Singh,et al.  In situ immobilization of metals in contaminated or naturally metal-rich soils , 2001 .

[5]  S. Pacala,et al.  SEEDLING RECRUITMENT IN FORESTS: CALIBRATING MODELS TO PREDICT PATTERNS OF TREE SEEDLING DISPERSION' , 1994 .

[6]  D. Binkley,et al.  Fifty-year biogeochemical effects of green ash, white pine, and Norway spruce in a replicated experiment , 1991 .

[7]  Paul G. Risser,et al.  Global warming and biological diversity , 1992 .

[8]  T. Kuuluvainen Gap disturbance, ground microtopography, and the regeneration dynamics of boreal coniferous forests in Filand: a review , 1994 .

[9]  D. Greene,et al.  Tree recruitment from burn edges , 2000 .

[10]  D. Greene,et al.  Refining tree recruitment models , 2003 .

[11]  J. P. Kimmins,et al.  Scaling up to understand British Columbia's boreal mixedwoods , 1999 .

[12]  Niklaus E. Zimmermann,et al.  Regeneration in Gap Models: Priority Issues for Studying Forest Responses to Climate Change , 2001 .

[13]  J. P. Kimmins,et al.  Modelling forest ecosystem net primary production : the hybrid simulation approach used in FORECAST , 1999 .

[14]  H. S. Horn The adaptive geometry of trees , 1971 .

[15]  Timo Pukkala,et al.  Simulation model for natural regeneration of Pinus sylvestris, Picea abies, Betula pendula and Betula pubescens. , 1987 .

[16]  M. Kanninen,et al.  The maturation of Pinus sylvestris seeds in relation to temperature climate in Northern Finland , 1986 .

[17]  M. Fortin,et al.  Spatial Analysis: A Guide for Ecologists 1st edition , 2005 .

[18]  Philip J. Burton,et al.  Some limitations inherent to static indices of plant competition , 1993 .

[19]  W. Smith,et al.  Resource physiology of conifers : acquisition, allocation, and utilization , 1995 .

[20]  William K. Lauenroth,et al.  Models in Ecosystem Science , 2003, Models in Ecosystem Science.

[21]  Guillaume Cornu,et al.  CAPSIS: Computer-aided projection for strategies in silviculture : Advantages of a shared forest-modelling platform , 2002 .

[22]  Bruce C. Larson,et al.  Forest Stand Dynamics , 1990 .

[23]  Hartmut Bossel,et al.  Generic simulation model of forest growth, carbon and nitrogen dynamics, and application to tropical acacia and european spruce , 1989 .

[24]  S. Gower,et al.  Carbon allocation and accumulation in conifers , 1995 .

[25]  D. Greene,et al.  Modelling recruitment of Populus tremuloides, Pinus banksiana, and Picea mariana following fire in the mixedwood boreal forest , 1999 .

[26]  A. Ellison,et al.  Treefall gap size effects on above‐ and below‐ground processes in a tropical wet forest , 1998 .

[27]  Juan A. Blanco The representation of allelopathy in ecosystem-level forest models , 2007 .

[28]  Robert K. Peet,et al.  Plant succession : theory and prediction , 1993 .

[29]  C. Canham,et al.  Measurement and modeling of spatially explicit variation in light transmission through interior cedar-hemlock forests of British Columbia , 1999 .

[30]  James P. Kimmins,et al.  Forest Ecology: A Foundation for Sustainable Forest Management and Environmental Ethics in Forestry , 1987 .

[31]  H. Morin,et al.  Early seedling demography in balsam fir seedling banks , 1999 .

[32]  J. P. Kimmins Monitoring the condition of the Canadian forest environment: The relevance of the concept of ‘ecological indicators’ , 1990, Environmental monitoring and assessment.

[33]  James F. Reynolds,et al.  7 – Scaling Ecophysiology from the Plant to the Ecosystem: A Conceptual Framework , 1993 .

[34]  Charles D. Canham,et al.  Causes and consequences of resource heterogeneity in forests : interspecific variation in light transmission by canopy trees , 1994 .

[35]  J. P. Kimmins,et al.  Nutritional Stress in Picea Sitchensis Plantations in Coastal British Columbia: The Effects of Gaultheria Shallon and Declining Site Fertility , 1990 .

[36]  E. (Ted) Hogg,et al.  Regeneration of planted conifers across climatic moisture gradients on the Canadian prairies: implications for distribution and climate change , 1997 .

[37]  T. Kolb Resource physiology of conifers: by W.K. Smith and T.M. Hinckley (Editors), Academic Press, San Diego, 1995, 396 pp., US$74.95, ISBN 0-12-652870-5 , 1996 .

[38]  S. Boutin,et al.  The influence of clear-cut logging and residual leave material on small mammal populations in aspen-dominated boreal mixedwoods , 2001 .

[39]  Godefridus M. J. Mohren,et al.  Forest development in relation to ungulate grazing: a modeling approach , 1999 .

[40]  A. Ek,et al.  A preliminary analysis of short-rotation Aspen management , 1975 .

[41]  Heikki Hänninen,et al.  A simulation model for the succession of the boreal forest ecosystem. , 1992 .

[42]  J. Owens Development of Douglas-fir apices under natural and cone-inducing conditions , 1987 .

[43]  J. R. Wallis,et al.  Some ecological consequences of a computer model of forest growth , 1972 .

[44]  C. Messier,et al.  Predicting and managing light in the understory of boreal forests , 1999 .

[45]  H. Bugmann,et al.  Predicting tree regeneration in Picea abies snag stands , 2006, European Journal of Forest Research.

[46]  Thomas M. Smith,et al.  A review of forest patch models and their application to global change research , 1996 .

[47]  F. Kienast,et al.  Modeling successional patterns of high-elevation forests under changing herbivore pressure – responses at the landscape level , 1999 .

[48]  S. Pacala,et al.  Forest models defined by field measurements : Estimation, error analysis and dynamics , 1996 .

[49]  Huub Scholten,et al.  Quality assessment of the simulation modeling process , 1999 .

[50]  Juan A. Blanco,et al.  Testing the performance of a forest ecosystem model (FORECAST) against 29 years of field data in a Pseudotsuga menziesii plantation , 2007 .

[51]  Peter Kareiva,et al.  Biotic interactions and global change. , 1993 .

[52]  J. P. Kimmins,et al.  Disturbance and succession in a coniferous forest of northwestern North America: simulations with DRYADES, a spatial gap model. , 2000 .

[53]  R. McMurtrie,et al.  Above- and Below-ground Growth of Forest Stands: a Carbon Budget Model , 1983 .

[54]  G. Hurtt,et al.  The contributions of land‐use change, CO2 fertilization, and climate variability to the Eastern US carbon sink , 2006 .

[55]  Ian R. Noble,et al.  Predicting the multiple pathways of plant succession , 1979 .

[56]  P. Burton,et al.  Potential effects of climatic change on some western Canadian forests, based on phenological enhancements to a patch model of forest succession , 1995 .

[57]  S. Ollinger,et al.  Biomass allocation and multiple resource limitation in tree seedlings , 1996 .

[58]  John C. Tappeiner,et al.  Silviculture for multiple objectives in the Douglas-fir region. , 1998 .

[59]  Seppo Kellomäki,et al.  Modelling the dynamics of the forest ecosystem for climate change studies in the boreal conditions , 1997 .

[60]  K. Stadt,et al.  MIXLIGHT: a flexible light transmission model for mixed-species forest stands. , 2000 .

[61]  I. Noble,et al.  The Use of Vital Attributes to Predict Successional Changes in Plant Communities Subject to Recurrent Disturbances , 1980 .

[62]  Thomas R. Crow,et al.  Reproductive Mode and Mechanisms for Self-Replacement of Northern Red Oak (Quercus rubra) - A Review , 1988, Forest Science.

[63]  Thomas M. Smith,et al.  Modeling the Potential Response of Vegetation to Global Climate Change , 1992 .

[64]  D. Botkin Forest Dynamics: An Ecological Model , 1993 .

[65]  J. Heineman,et al.  Twenty year responses of white spruce to mechanical site preparation and early chemical release in the boreal region of northeastern British Columbia , 2006 .

[66]  E. Hogg,et al.  Climate and the southern limit of the western Canadian boreal forest , 1994 .

[67]  A. Groot A model to estimate light interception by tree crowns, applied to black spruce , 2004 .

[68]  Azim U. Mallik,et al.  Conifer Regeneration Problems in Boreal and Temperate Forests with Ericaceous Understory: Role of Disturbance, Seedbed Limitation, and Keytsone Species Change , 2003 .

[69]  Andrew D. Friend,et al.  A process-based, terrestrial biosphere model of ecosystem dynamics (Hybrid v3.0) , 1997 .

[70]  R. Mitchell,et al.  Ecological field theory model: a mechanistic approach to simulate plant–plant interactions in southeastern forest ecosystems , 1993 .

[71]  H. M. Rauscher,et al.  Assessing impacts of climate change on forests: The state of biological modeling , 1994 .

[72]  P. Attiwill The disturbance of forest ecosystems: the ecological basis for conservative management , 1994 .

[73]  Dean G. Thompson,et al.  A review of Canadian forest vegetation management research and practice , 2003 .

[74]  A. Vyse,et al.  Regenerating British Columbia's forests. , 1990 .

[75]  K. Hirsch,et al.  Large forest fires in Canada, 1959–1997 , 2002 .

[76]  R. Busing,et al.  A spatial model of forest dynamics , 1991, Vegetatio.

[77]  Hsin-I Wu,et al.  Ecological field theory: A spatial analysis of resource interference among plants , 1985 .

[78]  Charles D. Canham,et al.  Seed abundance versus substrate limitation of seedling recruitment in northern temperate forests of British Columbia , 2000 .

[79]  James F. Reynolds,et al.  Arctic ecosystems in a changing climate : an ecophysiological perspective , 1993 .

[80]  Y. Bergeron,et al.  Gap regeneration of shade-intolerant Larix gmelini in old-growth boreal forests of northeastern China , 1998 .

[81]  T. Ingestad,et al.  Nutrition and growth of coniferous seedlings at varied relative nitrogen addition rate , 1985 .

[82]  M. Lexer,et al.  A modified 3D-patch model for spatially explicit simulation of vegetation composition in heterogeneous landscapes , 2001 .

[83]  S. O. Link,et al.  CO2 fluxes of cryptogamic crusts: I. Response to resaturation. , 1993, The New phytologist.

[84]  T. Smith,et al.  Modeling vegetation structure-ecosystem process interactions across sites and ecosystems , 1993 .

[85]  E. Johnson,et al.  Wildfires in the western Canadian boreal forest: Landscape patterns and ecosystem management , 1998 .

[86]  Juan A. Blanco,et al.  Complexity in modelling forest ecosystems: How much is enough?☆ , 2008 .

[87]  Serge Rambal,et al.  A generic process-based SImulator for meditERRanean landscApes (SIERRA): design and validation exercises , 2001 .

[88]  P. Richard,et al.  Variability in Fire Frequency and Forest Composition in Canada'sSoutheastern Boreal Forest: A Challenge for Sustainable ForestManagement , 1998 .

[89]  H. Shugart A Theory of Forest Dynamics , 1984 .

[90]  A. Fajardo Introducción al análisis espacial de datos en ecología y ciencias ambientales: Métodos y aplicaciones , 2010 .

[91]  Oscar García,et al.  Evaluating forest Growth Models , 1997 .

[92]  Jerome K. Vanclay,et al.  Growth models for tropical forests: a synthesis of models and methods , 1995 .

[93]  Werner A. Kurz,et al.  A 70-YEAR RETROSPECTIVE ANALYSIS OF CARBON FLUXES IN THE CANADIAN FOREST SECTOR , 1999 .

[94]  David A. MacLean,et al.  The Role of fire in northern circumpolar ecosystems , 1983 .

[95]  Changhui Peng,et al.  Simulating effects of climate change on boreal ecosystem carbon pools in central Canada , 1999 .

[96]  Herman H. Shugart,et al.  Environmental Factors and Ecological Processes in Boreal Forests , 1989 .

[97]  R. Farmer Seed Ecophysiology of Temperate and Boreal Zone Forest Trees , 1996 .

[98]  DEFINING STAND-LEVEL SUSTAINABILITY EXPLORING STAND-LEVEL STEWARDSHIP , 1999 .

[99]  Charles D. Canham,et al.  An Index For Understory Light Levels in and Around Canopy Gaps , 1988 .

[100]  R. Keane,et al.  Simulating effects of fire on northern Rocky Mountain landscapes with the ecological process model FIRE-BGC. , 1996, Tree physiology.

[101]  Gordon B. Bonan,et al.  A computer model of the solar radiation, soil moisture, and soil thermal regimes in boreal forests , 1989 .

[102]  S. Pacala,et al.  Forest models defined by field measurements: I. The design of a northeastern forest simulator , 1993 .

[103]  A. Gromtsev Natural disturbance dynamics in the boreal forests of European Russia : a review , 2002 .

[104]  T. Harrington Five-year growth responses of Douglas-fir, western hemlock, and western redcedar seedlings to manipulated levels of overstory and understory competition , 2006 .

[105]  J. Mccarthy,et al.  Gap dynamics of forest trees: A review with particular attention to boreal forests , 2001 .

[106]  D. Mladenoff,et al.  Design, behavior and application of LANDIS, an object-oriented model of forest landscape disturbance and succession. , 1999 .

[107]  Jerry F. Franklin,et al.  Tree Seedlings on Logs in Picea‐Tsuga Forests of Oregon and Washington , 1989 .

[108]  D. Greene,et al.  A review of the regeneration dynamics of North American boreal forest tree species , 1999 .

[109]  R. K. Dumroese,et al.  National proceedings : forest and conservation nursery associations / , 1995 .

[110]  Donald L. DeAngelis,et al.  In Praise of Mechanistically Rich Models , 2003, Models in Ecosystem Science.

[111]  Juan A. Blanco,et al.  Sustainability of forest management practices: Evaluation through a simulation model of nutrient cycling , 2005 .

[112]  T. W. Daniel,et al.  The Practice of Silviculture , 1936 .

[113]  Joe Landsberg,et al.  Modelling forest ecosystems: state of the art, challenges, and future directions , 2003 .

[114]  Herman H. Shugart,et al.  Soil temperature as an ecological factor in boreal forests , 1992 .

[115]  Juan A. Blanco,et al.  Yield decline in Chinese-fir plantations: a simulation investigation with implications for model complexity , 2007 .

[116]  Eliot J. B. McIntire,et al.  Seed and bud legacies interact with varying fire regimes to drive long-term dynamics of boreal forest communities , 2005 .

[117]  R. B. Jackson,et al.  Below-Ground Processes in Gap Models for Simulating Forest Response to Global Change , 2001 .

[118]  James P. Kimmins,et al.  Importance of Soil and Role of Ecosystem Disturbance for Sustained Productivity of Cool Temperate and Boreal Forests , 1996 .

[119]  D. Greene,et al.  Modelling the temporal variation in the seed production of North American trees , 2004 .

[120]  F. Reimoser,et al.  Impact of ungulates on forest vegetation and its dependence on the silvicultural system , 1996 .

[121]  Yuan Ji,et al.  Fecundity and Dispersal in Plant Populations: Implications for Structure and Diversity , 1995, The American Naturalist.

[122]  K. Coates,et al.  Regeneration from seed of six tree species in the interior cedar-hemlock forests of British Columbia as affected by substrate and canopy gap position , 1998 .

[123]  Robert A. Monserud,et al.  An evaluation of diagnostic tests and their roles in validating forest biometric models , 2004 .

[124]  C. Messier,et al.  Effects of light and intraspecific competition on growth and crown morphology of two size classes of understory balsam fir saplings , 2001 .

[125]  C. Krebs,et al.  Impact of Food and Predation on the Snowshoe Hare Cycle , 1995, Science.

[126]  Daniel Mailly,et al.  Advances in spatial, individual-based modelling of forest dynamics , 2004 .

[127]  Keith Godfrey,et al.  Compartmental Models and Their Application , 1983 .

[128]  R. Leemans,et al.  Pattern and process and the dynamics of forest structure: a simulation approach. , 1990 .

[129]  S. Running,et al.  Simulating the effects of climate change on the carbon balance of North American high‐latitude forests , 2000, Global change biology.