Structure and Nonlinear Dynamics of

Slides:



Advertisements
Similar presentations
WP 6: Ecological Networks Principal investigators: Jordi Bascompte (Sevilla) & Joan Saldaña (Girona) Postdoc investigator: Josep-Lluís Garcia (Girona)
Advertisements

The Large and Small of it: Quantifying Size Structure in Ecological Networks Aaron Thierry¹ & ², Andrew Cole¹, Owen Petchey¹, Andrew Beckerman¹, Phil Warren¹.
Collaborators: Ulrich Brose Carol Blanchette Jennifer Dunne Sonia Kefi Neo Martinez Bruce Menge Sergio Navarrete Owen Petchey Philip Stark Rich Williams.
Species – body weight relationships Trichoplax adhaerens Loxodonta africana Balaenoptera musculus Neotrombicula autumnalis Goliathus regius.
Jennifer A. Dunne Santa Fe Institute Pacific Ecoinformatics & Computational Ecology Lab Rich William, Neo Martinez, et al. Challenges.
Mathematical Models: A Central Organizing Tool for Integrative Biology Drew Tyre School of Natural Resources.
Effects of Empirical Consumer-resource Body- size Ratios on Complex Ecological Networks Ulrich Brose Complex Ecological Networks Lab, Emmy Noether Group.
The Heart of Ecoinformatics at Multiple Scales: Ontologies for Ecological Information Neo Martinez and Rich Williams 1 PEaCE Lab ( Pacific.
Modeling food-web dynamics The time evolution of species’ biomasses in a food web: Basal species exhibit exponential growth bounded by a carrying capacity.
Network Formation Can we model it? Oh yeahhhhhhh!
Energy Flow: Food Chains and Webs. Energy Transfer  Energy transfers from one organism to another when they are consumed and metabolized.  Energy can.
Large-scale organization of metabolic networks Jeong et al. CS 466 Saurabh Sinha.
UNIT VOCABULARY & NOTES Stability and Change. Ecological succession (succession) Process in which communities of plant and animal species in a particular.
- Anusha Uppaluri. Contents Problem Problems Importance Related Work Conclusion References Questions 2.
Pacific Ecoinformatics and Computational Ecology Lab
Stefano Boccaletti Complex networks in science and society *Istituto Nazionale di Ottica Applicata - Largo E. Fermi, Florence, ITALY *CNR-Istituto.
Who am I? Cyndy Parr Ontology Developer Skeptic (middleman & user?) Behavior Semantic Prototypes in Research Ecoinformatics.
Directions  Grab an organism card from Mrs. Copadis  Get out your lab notebook and answer the following  What is your organism?  What kingdom does.
- Anusha Uppaluri 1. Contents  Problem  Problems Importance  Research Methodology  Data Collection  Conclusion  References  Questions 2 2.
47-4 Energy and Nutrients Building the Web of Life.
Macroecology & uneven distributions of wealth Ken Locey.
Visualization in Kepler Dan Higgins – NCEAS Prepared for: Ecoinformatics Training for Ecologists LTER (Albuquerque) January 8-12, 2007
Netlogo demo. Complexity and Networks Melanie Mitchell Portland State University and Santa Fe Institute.
MA 6.3 A food web identifies producers, consumers, and decomposers, and explains the transfer of energy through trophic levels. Relationships among organisms.
Do Now Think about this:
Ecology Learning Objectives:
Warm-Up (3/1) Name Date Period
Ecology Review.
Unit 2 ECOLOGY!.
TRASH BALL CHAPTER 2 MR. DANIELS BIOLOGY.
Energy Flow.
Ben Saylor1, Anagha Kulkarni1, Neo Martinez2, Ilmi Yoon1
Species Species- a category of organisms that 1. Can interbreed
A living thing, such as a plant, that can makes its own food
Dynamics of Learning & Distributed Adaptation James P
The flow of matter and energy through an ecosystem.
FOOD CHAINS & FOOD WEBS Page
Take out your Dictionary and notes to study for a short QUIZ!!!
Introduction to Ecology
Intro to Ecology.
Ecology Vocabulary (Part A: Basics and Relationships)
Ecology SB4.
Energy Flow in Ecosystems
Energy Flow in Ecosystems
Bell Work How do plants get the energy they need?
Ecology.
Topic 5: Ecology and evolution
Topology and Dynamics of Complex Networks
BIODIVERSITY.
V. Food Chains vs. Food Webs
Start Alphabetical order
Food Chains and Food Webs
Consumer organism that feeds on others: in an ecological community or food chain, an organism that feeds on other organisms, or on material derived from.
A living thing, such as a plant, that can makes its own food
ECOLOGICAL NICHES 2.5 Every species interacts with other species and with its environment in a unique way. These interactions define the ecological niche.
What is Ecology?.
Can’t we all just get along?
Feeding Relationships
9 Square Vocabulary Builder
Energy Flow in Ecosystems
Lab Conclusion for Ecological Pyramid Investigation
Ecosystems Roles Anything Goes Populations
Aaron M. Ellison  iScience  Volume 13, Pages (March 2019) DOI: /j.isci
Food Chain Analysis Define: Trophic Level Energy Transfer
Sustainability of Ecosystems
Ch Community Ecology pp
Introduction to Ecology
How Organisms Interact
Ecosystems Vocabulary
EQ: What is ecology and how can we study it?
Presentation transcript:

www.FoodWebs.org Structure and Nonlinear Dynamics of Complex Ecological Networks: Neo Martinez * Pacific Ecoinformatics and Computational Ecology Lab www.PEaCELab.net * Rich Williams National Center for Ecological Analysis and Synthesis *Ulrich Brose Biology Dept., Technical University of Darmstadt * Jen Dunne Santa Fe Institute * Eric Berlow White Mountain Research Station, UC San Diego www.FoodWebs.org

Geoffrey B. West*†‡, William H. Woodruff*§, and James H. Brown†¶ Allometric scaling of metabolic rate from molecules and mitochondria to cells and mammals (PNAS 2002) Geoffrey B. West*†‡, William H. Woodruff*§, and James H. Brown†¶ *Los Alamos National Laboratory, Los Alamos, NM 87545; †Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, NM 87501; and ¶Department of Biology, University of New Mexico, Albuquerque, NM 87131

Per Mass Metabolic Maintenance Costs Systematically Decrease with Increasing Body Size.

Invertebrate predacious consumers Histogram of frequency ~ log (consumer-resource body mass ratio) Stats: LOGRATIO N of cases 11451 Minimum -6.519 Maximum 9.112 Mean 0.664 Std. Error 0.010 Standard Dev 1.070 C.V. 1.612 Skewness(G1) 0.355 Average mass ratio indicates that consumers are less than 10 times larger than resources Note that the x-achsis scales logarithmically

Ectotherm vertebrate predacious consumers Histogram of frequency ~ log (consumer-resource body mass ratio) Stats: LOGRATIO N of cases 1327 Minimum -2.782 Maximum 13.341 Mean 3.261 Std. Error 0.060 Standard Dev 2.181 C.V. 0.669 Skewness(G1) 1.220 Average mass ratio indicates that consumers are more than 1000 times larger than resources Note that the x-achsis scales logarithmically

that increase overall species persistence “Devious Strategies” that increase overall species persistence Non-type II functional responses stabilizes chaotic & cyclic dynamics - more ecologically plausible & empirically supported Non-random network topology - especially empirically well-corroborated niche model structure Consumption weighted to low trophic levels eat low on the food chain! Predator-prey Body-size Ratios explains stability explains empirical vertebrate and invertebrate body-size ratios

This work was supported by NSF grants:  Scaling of Network Complexity with Diversity in Food Webs  Effects of Biodiversity Loss on Complex Communities:  A Web-Based Combinatorial Approach  Webs on the Web: Internet Database, Analysis and Visualization of Ecological Networks  Science on the Semantic Web: Prototypes in Bioinformatics Willliams, R. J. and N. D. Martinez . 2000.  Simple rules yield complex food webs.  Nature 404:180-183. Williams, R. J., E. L. Berlow, J. A. Dunne, A-L Barabási. and N. D. Martinez. 2002. Two degrees of Separation in Complex Food Webs. PNAS 99:12917-12922 Dunne, J. A. R. J. Williams and N. D. Martinez. 2002. Food-web structure and network theory: the role of size and connectance. PNAS 99:12917-12922 Brose, U., R.J. Williams, and N.D. Martinez. 2003. The Niche model recovers the negative complexity-stability relationship effect in adaptive food webs.  Science 301:918b-919b Williams, R.J., and N.D. Martinez. 2004. Limits to trophic levels and omnivory in complex food webs: theory and data.  American Naturalist 163: 458-468   Willliams, R. J. and N. D. Martinez . 2004.  Stabilization of Chaotic and Non-permanent Food-web Dynamics. Eur. Phys. J. B 38:297-303 Dunne, J.A., R.J. Williams, and N.D. Martinez Network structure and robustness of marine food webs Marine Ecology Progress Series 273:291-302