Chaos in Real Data

The Analysis of Non-Linear Dynamics from Short Ecological Time Series
2000
ISBN: 978-0-412-79690-6
Verlag: Springer Netherlands

Buch, Englisch, Band 27, 226 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 1150 g

Reihe: Population and Community Biology Series

studies the range of data analytic techniques available to study nonlinear population dynamics for ecological time series. Several case studies are studied using typically short and noisy population data from field and laboratory. A range of modern approaches, such as response surface methodology and mechanistic mathematical modelling, are applied to several case studies. Experts honestly appraise how well these methods have performed on their data. The accessible style of the book ensures its readability for non-quantitative biologists. The data remain available, as benchmarks for future study, on the worldwide web.

Zielgruppe

Research

Autoren/Hrsg.

Perry, J. N.

Morse, D. R.

Smith, R.H.

Woiwod, I. P.

Fachgebiete

• Naturwissenschaften Biowissenschaften Biowissenschaften Naturschutzbiologie, Biodiversität
• Naturwissenschaften Biowissenschaften Biowissenschaften Evolutionsbiologie
• Naturwissenschaften Biowissenschaften Biowissenschaften Ökologie
• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Datenanalyse, Datenverarbeitung
• Naturwissenschaften Biowissenschaften Biowissenschaften Meeres- und Süßwasserökologie
• Naturwissenschaften Biowissenschaften Biowissenschaften Terrestrische Ökologie

Inhaltsverzeichnis

1 Defining chaos for real, noisy data: local Lyapunov exponents and sensitive response to perturbations.- 2 Modelling time-series data.- 3 Measles as a testbed for characterising nonlinear behaviour in ecology.- 4 Population dynamics of small rodents in northern Fennoscandia.- 5 Analysis of population fluctuations in the aphid Hyperomyzus lactucae and the moth Perizoma alchemillata.- 6 One, two and three-species time series from a host-pathogen-parasitoid system.- 7 Blowflies as a case study in non-linear population dynamics.- 8 Overview.- 9 A glossary of terms used in nonlinear dynamics.