GARP Model GARP (Genetic Algorithm for Rule-set Production)

Slides:

Advertisements

Similar presentations

Pest Risk Analysis (PRA) Stage 2: Pest Risk Assessment Pest Risk Analysis (PRA) Training.

Advertisements

An introduction to climate change vulnerability assessments Stuart Butchart, BirdLife International

GARP Genetic Algorithm for Rule-set Production

Bioclimatic Modelling BIOCLIM Arthur D. Chapman Kakadu National Park.

Pearson & Dawson Quiz 1. What is a bioclimatic envelope? 2. How might bioclimatic envelope models be useful for invasive species management? 3. List and.

BIOGEOGRAPHY attempts to explain why species and higher taxa are distributed as they are, and why the diversity and taxonomic composition of the biota.

Evolution of Biodiversity

Climate and Biomes Evolution and Adaptation Population Ecology.

Solar input. Slope and aspect Temperature- big scale variation.

Population Responses to Environmental Stress

Unit 8-Environmental Science Chapter 6.3-Biodiversity

Biodiversity, Human Impact, and Conservation

Regents Biology Ecology & Levels of Organization.

Ecology Module 2. Ecology The study of interactions between organisms and their environment Those who study ecology are ecologists.

Pipelines and Scientific Workflows with Ptolemy II Deana Pennington University of New Mexico LTER Network Office Shawn Bowers UCSD San Diego Supercomputer.

NR 422- Habitat Suitability Models Jim Graham Spring 2009.

1. Thousands of people live in the community shown in the photo. What are some of the other living residents? 2. What are some ways people might interact.

Habitat Modeling. Goals Predict the locations of as-yet undiscovered refuges in the Great Lakes Develop management protocols to create new unionid habitat.

Candidate KBA Identification: Modeling Techniques for Field Survey Prioritization Species Distribution Modeling: approximation of species ecological niche.

THIS IS With Host... Your Terms Levels of Organization Community Interactions Natural Cycles Populations Unit 10 Mixture.

Chapter 7 Community Ecology By Anna Kimsey. What determines number of species in a community? Species richness: The number of different species a community.

Components of plant species diversity in the New Zealand forest Jake Overton Landcare Research Hamilton.

Museum and Institute of Zoology PAS Warsaw Magdalena Żytomska Berlin, 6th September 2007.

Introduction to Ecology Chapter 50. Ecology Study of interactions between organisms and the environment Interactions  determine the abundance and distribution.

Role of Spatial Database in Biodiversity Conservation Planning Sham Davande, GIS Expert Arid Communities Technologies, Bhuj 11 September, 2015.

Niches, Interactions and Movements. Calculating a Species Distribution Range Jorge Soberon M. A. Townsend Peterson.

Ecology. Interdependence Key Theme in Ecology Crucial interactions occur between organisms and the living and nonliving environment.

Starter Activity: On a show me board What is the role of each living thing in this picture?

Introduction to Biomes. The Rule of Climatic Similarity Similar environments lead to the evolution of organisms similar in form and function and to similar.

Scope of Ecology Ecology (from Greek word oikos “household” and logos “study of”) Is the scientific study of the distribution, abundance and relationship.

PREDICTING AND UNDERSTANDING BIOGEOGRAPHIC RANGES FROM OCCURRENCE RECORDS AND CORRELATED ENVIRONMENTAL DATA J. M. Guinottte, J. D. Bartley, A. Iqbal, D.

Chapter 5 Evolution of Biodiversity. Earth is home to a tremendous diversity of species Ecosystem diversity- the variety of ecosystems within a given.

Evolution of Biodiversity

Ecological Niche Modeling Conceptual Workflows Deana Pennington University of New Mexico December 16, 2004.

July 3 rd, 2014 Charlotte Germain-Aubrey ECOLOGICAL NICHE MODELING: PRACTICAL.

Climate Change Projections: The case of the Volcano Rabbit Angélica Domínguez & Enrique Martínez Meyer.

Example projects using metadata and thesauri: the Biodiversity World Project Richard White Cardiff University, UK

Biodiversity Gradients

Biodiversity, Human Impact, and Conservation. Lecture 1: Biodiversity Biodiversity is the variation of lifeforms within a given ecosystem. Biodiversity.

ECOSYSTEMS Mr. Harper 8 th Grade Science. WHAT’S AN ECOSYSTEM? Ecosystems are complex, interactive systems that include both biological communities (biotic)

Modelling alien invasives using the GARP system Some thoughts to bear in mind. James J. Reeler Department of Biodiversity and Conservation Biology University.

Using the native climate of Impatiens walleriana to predict its global adventive range Lisa Mandle Fall 2005.

Ecology Ch 5 Interactions Section 1 Habitats and Niches.

Ecological Principles for Natural Resource Management Objectives –Basic ecological principles that are important for understanding natural resources and.

Section 1 What is an Ecosystem? Grade 10 Biology Spring 2011.

Introduction to species distribution Models

Organisms and Their Environment

ECOSYSTEM MODEL EVALUATION TEMPLATE

KEY CONCEPT Every organism has a habitat and a niche.

1.1, 1.2 Global Interactions (Part 1) – Interactions in the Biosphere

Ricardo Scachetti Pereira CRIA

Species distribution modeling ideas

What is an Ecosystem? Ecology is the study of the interactions of living organisms with one another and with their physical environment.

Climate and Biomes Evolution and Adaptation Population Ecology.

Species Distribution Models

Ecological Organization

Modelling alien invasives using the GARP system

Invasive Species.

Invasive Species.

Research Focus: Methods: Karl Hülber Stefan Dullinger

What is an Ecosystem? Ecology is the study of the interactions of living organisms with one another and with their physical environment.

16.1 Teacher Notes Interactions of Living Things

Chapter 3.3 – Studying Organisms in Ecosystems

Evolution of Biodiversity

Notes: Biotic and Abiotic Factors

ECOLOGY VOCABULARY SECTION 1.

Ecosystems Vocabulary

Bright blue marble floating in space

Presentation transcript:

GARP Model GARP (Genetic Algorithm for Rule-set Production) ERIN unit of Environment Australia (Australian Government) http://www.nhm.ku.edu/desktopgarp/ Domain/Objective GARP is a computer model for biodiversity and ecology that allows prediction and analysis of wild species distributions; used to predict if area of study is suitable habitat for a particular species; an ecological niche model similar to BIOCLIM Key Assumptions Biotic interactions are constant over space and time; genetic and phenotypic composition of species is constant over space and time; species unlimited in their dispersal (occur at all locations where climate is favorable, nowhere else) Temporal/Spatial Scale Local (does not perform well at global scale) Jeschke, J. M., & Strayer, D. L. (2008). Usefulness of bioclimatic models for studying climate change and invasive species. Annals of the New York Academy of Sciences, 1134(1), 1-24.

Known species distribution (GIS) Input Drivers Known species distribution (GIS) Environmental parameters thought to limit the species (elevation, aspect, slope, daily average temperature, precipitation, soil, etc.) Key Outputs Predicted species distribution (GIS) Peterson, A. T. (2003). Predicting the geography of species’ invasions via ecological niche modeling. The quarterly review of biology, 78(4), 419-433.

Examples of Results Drake, J. M., & Bossenbroek, J. M. (2004). The potential distribution of zebra mussels in the United States. BioScience, 54(10), 931-941. Stockman, A. K., Beamer, D. A., & Bond, J. E. (2006). An evaluation of a GARP model as an approach to predicting the spatial distribution of non‐vagile invertebrate species. Diversity and Distributions, 12(1), 81-89.