Time-varying vital rates in ecotoxicology: Selective pesticides and aphid population dynamics

Population dynamics models are useful predictive tools in applied ecology, and especially toxicological risk assessment. Many models that are useful for capturing deterministic constant-parameter dynamics are inadequate for dealing with temporally variable life history parameter values typical of many anthropogenic disturbances, including those associated with toxicological insults. Using aphid-insecticide population data as an example, here we show that constant-parameter versions of commonly used population dynamics models (a matrix model and a simple differential equation model) do not adequately capture the population dynamics of aphids subjected to a selective pesticide. However, a simple modification of the differential equation model with time-varying mortality rates provides a highly accurate fit to aphid population data. Our results suggest that variable coefficient differential equation models with time-dependent parameters provide an accurate and simple means of assessing the effects of disturbances on populations in cases where the effects of disturbance vary significantly through time. We suggest that this approach has potential for a wide range of ecological applications.

[1]  H. Caswell Matrix population models : construction, analysis, and interpretation , 2001 .

[2]  Karl Kunisch,et al.  Estimation Techniques for Distributed Parameter Systems , 1989 .

[3]  James E. Hines,et al.  ADJUSTING MULTISTATE CAPTURE–RECAPTURE MODELS FOR MISCLASSIFICATION BIAS: MANATEE BREEDING PROPORTIONS , 2003 .

[4]  J E Banks,et al.  Population dynamics models in plant-insect herbivore-pesticide interactions. , 2005, Mathematical biosciences.

[5]  Nicholas J Gotelli,et al.  Forecasting extinction risk with nonstationary matrix models. , 2006, Ecological applications : a publication of the Ecological Society of America.

[6]  S. Wood,et al.  Obtaining birth and mortality patterns from structured population trajectories. , 1994, Ecological monographs.

[7]  Uno Wennergren,et al.  MODELING LONG-TERM EFFECTS OF PESTICIDES ON POPULATIONS: BEYOND JUST COUNTING DEAD ANIMALS , 2000 .

[8]  Peter Kareiva,et al.  Modeling Population Viability for the Desert Tortoise in the Western Mojave Desert , 1994 .

[9]  S. Tuljapurkar,et al.  PLANT-ANIMAL INTERACTIONS IN RANDOM ENVIRONMENTS: HABITAT-STAGE ELASTICITY, SEED PREDATORS, AND HURRICANES , 2005 .

[10]  P. Wilson Using Population Projection Matrices to Evaluate Recovery Strategies for Snake River Spring and Summer Chinook Salmon , 2003 .

[11]  John E Banks,et al.  Population-level effects of pesticides and other toxicants on arthropods. , 2003, Annual review of entomology.

[12]  J. Vonesh,et al.  Complex life cycles and density dependence: assessing the contribution of egg mortality to amphibian declines , 2002, Oecologia.

[13]  Larry B. Crowder,et al.  A Stage‐Based Population Model for Loggerhead Sea Turtles and Implications for Conservation , 1987 .

[14]  J. Krebs,et al.  Agriculture: Widespread local house-sparrow extinctions , 2002, Nature.

[15]  Uno Wennergren,et al.  Can Population Effects of Pesticides Be Predicted from Demographic Toxicological Studies , 1995 .

[16]  Y. Matsinos,et al.  An individual based model of sea turtles: Investigating the effect of temporal variability on population dynamics , 2006 .

[17]  S. Ellner,et al.  Stochastic matrix models for conservation and management: A comparative review of methods , 2001 .

[18]  K. Norris,et al.  Demographic models and the management of endangered species: a case study of the critically endangered Seychelles magpie robin , 2003 .

[19]  Mark Kot,et al.  Elements of Mathematical Ecology , 2001 .

[20]  John Sabo,et al.  Morris, W. F., and D. F. Doak. 2003. Quantitative Conservation Biology: Theory and Practice of Population Viability Analysis. Sinauer Associates, Sunderland, Massachusetts, USA , 2003 .

[21]  Hal Caswell,et al.  Demography of the endangered North Atlantic right whale , 2001, Nature.

[22]  R. Veit,et al.  Partial Differential Equations in Ecology: Spatial Interactions and Population Dynamics , 1994 .

[23]  Diane M. Thomson,et al.  Matrix Models as a Tool for Understanding Invasive Plant and Native Plant Interactions , 2005 .

[24]  Roger Vargas,et al.  How risky is risk assessment: the role that life history strategies play in susceptibility of species to stress. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[25]  S. Wood,et al.  Mortality estimation for planktonic copepods: Pseudocalanus newmani in a temperate fjord , 1996 .

[26]  John E Banks,et al.  Estimation of Dynamic Rate Parameters in Insect Populations Undergoing Sublethal Exposure to Pesticides , 2007, Bulletin of mathematical biology.

[27]  Michael J. Wisdom,et al.  Reliability of Conservation Actions Based on Elasticity Analysis of Matrix Models , 1999 .

[28]  R. Brys,et al.  Rapid response to habitat restoration by the perennial Primula veris as revealed by demographic monitoring , 2004, Plant Ecology.

[29]  D. Wake,et al.  Hermaphroditic, demasculinized frogs after exposure to the herbicide atrazine at low ecologically relevant doses , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[30]  T. Flatt,et al.  Winter weather affects asp viper Vipera aspis population dynamics through susceptible juveniles , 2005 .

[31]  Shripad Tuljapurkar,et al.  The Many Growth Rates and Elasticities of Populations in Random Environments , 2003, The American Naturalist.

[32]  Paulette Bierzychudek,et al.  The Demography of Jack‐in‐the‐Pulpit, a Forest Perennial that Changes Sex , 1982 .

[33]  D. Doak,et al.  Book Review: Quantitative Conservation biology: Theory and Practice of Population Viability analysis , 2004, Landscape Ecology.

[34]  James W. Sinko,et al.  A New Model For Age‐Size Structure of a Population , 1967 .

[35]  Andrew R. Bearlin,et al.  A stochastic model for seagrass (Zostera muelleri) in Port Phillip Bay, Victoria, Australia , 1999 .

[36]  Valery E. Forbes,et al.  Risk assessment on the basis of simplified life‐history scenarios , 1997 .

[37]  R. Relyea THE IMPACT OF INSECTICIDES AND HERBICIDES ON THE BIODIVERSITY AND PRODUCTIVITY OF AQUATIC COMMUNITIES , 2006 .

[38]  J. Stark,et al.  What is ecotoxicology? An ad‐hoc grab bag or an interdisciplinary science? , 1998 .

[39]  J. Stark,et al.  “Selective” Pesticides: Are They Less Hazardous to the Environment? , 2001 .