IMPACT OF ANTHROPOGENIC DISTURBANCE ON A MANGROVE FOREST ASSESSED BY A 1 D CELLULAR AUTOMATON MODEL USING LOTKA – VOLTERRA-TYPE COMPETITION

Mangrove forests are ecologically and economically important and frequently dominating protected coastal areas in the tropics and subtropics at suitable intertidal zones and are often subjected to disturbances that disrupt the structure of an ecosystem, that change resource availability and that create patterns in vegetation by producing a mosaic of seral stages that ecologists have long recognised as important to landscape-level patch mosaics. Several good reasons justify the need for pursuing a predictive understanding of the ecology of mangrove species competition including the role of disturbance events and the aftermath. A predictive understanding can challenge our assumptions concerning the factors that control plant distribution and abundance and provide techniques for predicting rates of species change ranges in response to disturbances. The aim of this study was to evaluate and predict the impact of canopy disturbances on Gazi Bay mangrove forests and the subsequent vegetation patterns both spatially and temporally. The use of a simple 1D cellular automaton provided a detailed and nearly comprehensive parameterisation of the model by forest structure parameters belonging to the standard measurements of mangrove fi eld surveys. In the study presented, the fi eld data were obtained for disturbance impacts at various spatial scales considering not only the spatial extent of the disturbance but also its particular location. For this, multiple sampling transects were selected a priori, based on the vegetation patterns observed on Quickbird satellite image (2002) of Gazi, to refl ect major ecological zones and vegetation transitions in space. Earlier fi eld studies already revealed different population trajectories in some cases for the same pairwise species interactions, which are consistent with the hypothesis that different scales of disturbances may affect succession trends. Simulation experiments supported these fi ndings by demonstrating that varying disturbance impacts determine coexistence or mutual exclusion of the interacting species and occasionally leading to equilibrium shifts to alternative states. We suggest the consideration of simulation experiments as a good proxy for predicting mangrove species dynamics not neglecting the need of further evaluation based on the transient ecodynamics.

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

[2]  R. Wulf,et al.  GIS-based integration of interdisciplinary ecological data to detect land-cover changes in creek mangroves at Gazi Bay, Kenya , 2004 .

[3]  D. Lodge,et al.  Biological invasions: Lessons for ecology. , 1993, Trends in ecology & evolution.

[4]  N. Koedam,et al.  Human-impacted mangroves in Gazi (Kenya): predicting future vegetation based on retrospective remote sensing, social surveys, and tree distribution , 2004 .

[5]  Y Toquenaga,et al.  Frpm artificial individuals to global patterns. , 1994, Trends in ecology & evolution.

[6]  P. White,et al.  Scale, the dynamic stability of forest ecosystems, and the persistence of biodiversity , 2002 .

[7]  Regeneration status of mangrove forests in Mida Creek, Kenya: a compromised or secured future? , 2002 .

[8]  N. Koedam,et al.  Regeneration Status of Mangrove Forests in Mida Creek, Kenya: A Compromised or Secured Future? , 2002, Ambio.

[9]  D. Lo Seen,et al.  How effective were mangroves as a defence against the recent tsunami? , 2005, Current Biology.

[10]  N. Koedam,et al.  Mangrove species and stand mapping in Gazi bay (Kenya) using quickbird satellite imagery , 2008 .

[11]  N. Koedam,et al.  Empirical estimate of the reliability of the use of the Point-Centred Quarter Method (PCQM) : solutions to ambiguous field situations and description of the PCQM+ protocol , 2006 .

[12]  S. Milton,et al.  Population Dynamics, Disturbance, and Pattern Evolution: Identifying the Fundamental Scales of Organization in a Model Ecosystem , 1998, The American Naturalist.

[13]  E. Zavaleta,et al.  Realistic Species Losses Disproportionately Reduce Grassland Resistance to Biological Invaders , 2004, Science.

[14]  W. Romme,et al.  FIRE AND LANDSCAPE DIVERSITY IN SUBALPINE FORESTS OF YELLOWSTONE NATIONAL PARK , 1982 .

[15]  D. Richardson,et al.  Determinants of Plant Distribution: Evidence from Pine Invasions , 1991, The American Naturalist.

[16]  Timothy J. Fahey,et al.  Small‐scale disturbance and regeneration dynamics in a neotropical mangrove forest , 2000 .

[17]  A. Hastings Transients: the key to long-term ecological understanding? , 2004, Trends in ecology & evolution.

[18]  R. O'Neill,et al.  A revised concept of landscape equilibrium: Disturbance and stability on scaled landscapes , 1993, Landscape Ecology.

[19]  Alan Hastings,et al.  Complex interactions between dispersal and dynamics: Lessons from coupled logistic equations , 1993 .

[20]  M. Ball Patterns of secondary succession in a mangrove forest of Southern Florida , 2004, Oecologia.

[21]  R. Twilley,et al.  A gap dynamic model of mangrove forest development along gradients of soil salinity and nutrient resources , 1998 .

[22]  W. Platt,et al.  Regeneration in fringe mangrove forests damaged by Hurricane Andrew , 2001, Plant Ecology.

[23]  William L. Baker,et al.  Effect of scale and spatial heterogeneity on fire-interval distributions , 1989 .

[24]  R. Westbrooks,et al.  Extinction and Ecosystem Function in the Marine Benthos , 2004 .

[25]  W. Laurie,et al.  Population biology of marine iguanas (Amblyrhynchus cristatus). III, Factors affecting survival , 1990 .

[26]  E. Barbier,et al.  Response to Comments on "Impacts of Biodiversity Loss on Ocean Ecosystem Services" , 2007, Science.

[27]  J. Overpeck,et al.  Climate-induced changes in forest disturbance and vegetation , 1990, Nature.

[28]  N. Koedam,et al.  An exploratory study on grapsid crab zonation in Kenyan mangroves , 2002, Wetlands Ecology and Management.

[29]  I. Nagelkerken,et al.  The habitat function of mangroves for terrestrial and marine fauna: a review , 2008 .

[30]  H. McCallum,et al.  Population Parameters: Estimation for Ecological Models , 2000 .

[31]  W. D. Genst,et al.  Four decade vegetation dynamics in Sri Lankan mangroves as detected from sequential aerial photography: a case study in Galle. , 2000 .

[32]  J. Jiménez The structure and function of dry weather mangroves on the Pacific Coast of Central America, with emphasis onAvicennia bicolor forests , 1990 .

[33]  V. Grimm,et al.  Modelling secondary succession of neotropical mangroves : Causes and consequences of growth reduction in pioneer species , 2006 .

[34]  H. Mooney,et al.  Effect of aquaculture on world fish supplies , 2000, Nature.

[35]  Lewi Stone,et al.  Complexity can enhance stability in competitive systems , 2001 .

[36]  P. White,et al.  Natural disturbance and patch dynamics: an introduction. , 1985 .

[37]  P. White,et al.  The Ecology of Natural Disturbance and Patch Dynamics , 1986 .

[38]  Lael Parrott,et al.  Quantifying the complexity of simulated spatiotemporal population dynamics , 2005 .

[39]  R. Badola,et al.  Valuing ecosystem functions: an empirical study on the storm protection function of Bhitarkanika mangrove ecosystem, India , 2005, Environmental Conservation.

[40]  A. Ellison,et al.  A World Without Mangroves? , 2007, Science.

[41]  Jill Thompson,et al.  The H for DBH. , 2000 .

[42]  E. Gilman,et al.  Threats to mangroves from climate change and adaptation options: A review , 2008 .

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

[44]  P. White Pattern, process, and natural disturbance in vegetation , 1979, The Botanical Review.

[45]  Y. Schaeffer-Novelli,et al.  Methods for studying mangrove structure , 1984 .

[46]  D. L. Seen,et al.  Transitions in Ancient Inland Freshwater Resource Management in Sri Lanka Affect Biota and Human Populations in and around Coastal Lagoons , 2005, Current Biology.

[47]  M. Ball,et al.  Factors influencing in mangroves biodiversity and distributional gradients , 1998 .

[48]  A. Semesi Mangrove management and utilization in Eastern Africa. , 1998 .

[49]  E. Barbier,et al.  Ethnobiology, socio-economics and management of mangrove forests: A review , 2008 .

[50]  C. Margules,et al.  Predictors of Species Sensitivity to Fragmentation , 2004, Biodiversity & Conservation.

[51]  H. Bugmann A Review of Forest Gap Models , 2001 .

[52]  A. Ellison,et al.  The global conservation status of mangroves , 1997 .

[53]  R. Durrett,et al.  The Importance of Being Discrete (and Spatial) , 1994 .

[54]  Mikako Takahoko,et al.  How effective were mangroves as a defence against the recent tsunami? , 2005, Current Biology.

[55]  T. Dittmar,et al.  Organic carbon dynamics in mangrove ecosystems : a review , 2008 .

[56]  David Tilman,et al.  Biodiversity, Stability, and Productivity in Competitive Communities , 2000, The American Naturalist.

[57]  O. Eriksson,et al.  Population dynamics of the perennial Plantago media in semi‐natural grasslands , 2000 .

[58]  J. T. Curtis,et al.  The Use of Distance Measures in Phytosociological Sampling , 1956 .

[59]  Farid Dahdouh-Guebas,et al.  Faunal impact on vegetation structure and ecosystem function in mangrove forests: A review , 2008 .

[60]  N. Koedam,et al.  A synthesis of existent and potential mangrove vegetation structure dynamics from Kenyan, Sri Lankan and Mauritanian case-studies , 2002 .

[61]  Uta Berger,et al.  A new approach to spatially explicit modelling of forest dynamics: spacing, ageing and neighbourhood competition of mangrove trees , 2000 .

[62]  G. Vesey The World Without , 1991 .

[63]  Florian Jeltsch,et al.  Tree Spacing and Coexistence in Semiarid Savannas , 1996 .

[64]  Karline Soetaert,et al.  FEMME, a flexible environment for mathematically modelling the environment , 2002 .

[65]  Adriana C Bejarano,et al.  A new look at computation of the complexity index in mangroves: do disturbed forests have clues to analyze canopy height patchiness? , 2001, Wetlands Ecology and Management.

[66]  M. G. Ryan,et al.  Age-related Decline in Forest Ecosystem Growth: An Individual-Tree, Stand-Structure Hypothesis , 2002, Ecosystems.

[67]  E. Sala,et al.  Mangroves in the Gulf of California increase fishery yields , 2008, Proceedings of the National Academy of Sciences.

[68]  R. Twilley,et al.  Carbon sinks in mangroves and their implications to carbon budget of tropical coastal ecosystems , 1992 .

[69]  L. C. Roth Hurricanes and Mangrove Regeneration: Effects of Hurricane Joan, October 1988, on the Vegetation of Isla del Venado, Bluefields, Nicaragua , 1992 .

[70]  A. Hastings Disturbance, coexistence, history, and competition for space , 1980 .

[71]  H. Hildenbrandt,et al.  Advances and limitations of individual-based models to analyze and predict dynamics of mangrove forests: a review , 2008 .

[72]  Robert Costanza,et al.  An ecological economic simulation model of mountain fynbos ecosystems: Dynamics, valuation and management , 1997 .

[73]  Mercedes Pascual,et al.  Simple temporal models for ecological systems with complex spatial patterns , 2002 .

[74]  George L. W. Perry,et al.  Landscapes, space and equilibrium: shifting viewpoints , 2002 .

[75]  M. Turner,et al.  LANDSCAPE ECOLOGY : The Effect of Pattern on Process 1 , 2002 .

[76]  D. Sprugel,et al.  Disturbance, equilibrium, and environmental variability: What is ‘Natural’ vegetation in a changing environment? , 1991 .

[77]  J. Blair,et al.  Modulation of diversity by grazing and mowing in native tallgrass prairie , 1998, Science.

[78]  Nico Koedam,et al.  Functionality of restored mangroves: A review , 2008 .

[79]  Thomas M. Smith,et al.  Spatial applications of gap models , 1991 .

[80]  M. Ball,et al.  Factors influencing biodiversity and distributional gradients in mangroves , 1998 .

[81]  N. Koedam,et al.  Colonization of non-planted mangrove species into restored mangrove stands in Gazi Bay, Kenya , 2003 .

[82]  B. Thom Mangrove Ecology and Deltaic Geomorphology: Tabasco, Mexico , 1967 .

[83]  M. Hassell,et al.  The dynamics of predation and competition in patchy environments , 1987 .

[84]  S. Carpenter,et al.  Catastrophic shifts in ecosystems , 2001, Nature.

[85]  D. Tilman The Importance of the Mechanisms of Interspecific Competition , 1987, The American Naturalist.

[86]  Monica G. Turner,et al.  Comparing Large, Infrequent Disturbances: What Have We Learned? , 1998, Ecosystems.

[87]  N. Koedam,et al.  Restoration and management of mangrove systems – A lesson for and from the East African region , 2001 .

[88]  A. Watt,et al.  Pattern and process in the plant community , 1947 .

[89]  D. Rabinowitz,et al.  MORTALITY AND INITIAL PROPAGULE SIZE IN MANGROVE SEEDLINGS IN PANAMA , 1978 .