Presented by Lorraine McInnes Photo taken by Greg Wright.

Slides:



Advertisements
Similar presentations
EBI Statistics 101.
Advertisements

Grid-based Map Analysis Techniques and Modeling Workshop Part 1 – Maps as Data Part 2– Surface Modeling Part 3 – Spatial Data Mining Part 4 – Spatial.
Elkhorn Slough King Tide Citizen Science Monitoring Goal: to obtain repeat photographs of the same sites over time, so we can track variation in water.
Learning the concepts of GIS through Powerpoint and Excel GIS is a powerful tool that demands consistency and an understanding of spatial scales, as well.
Spatial Statistics II RESM 575 Spring 2010 Lecture 8.
Chapter 1 The Where, Why, and How of Data Collection
CS320n –Visual Programming Random Numbers and Random Motion (Slides 6-3) Thanks to Wanda Dann, Steve Cooper, and Susan Rodger for slide ideas.
AMTRA Presentation – 3/14/09 Presented by: Anne Geraci.
SEARO –CSR Early Warning and Surveillance System Module GIS in EWAR.
Spatial Analysis Using Content Analysis Data. Space as a Social Dimension  Where do things happen?  What is the spatial distribution of the data? 
Data Input How do I transfer the paper map data and attribute data to a format that is usable by the GIS software? Data input involves both locational.
Density Estimation Converts points to a raster The density of points in the neighborhood of a pixel No “Z” value is used ArcMap has a simple “Point Density”
P. Joseph Lehman, Inc., Consulting Engineers incorporates Geographic Information Systems (GIS) software services with new and existing clients. Presentation.
Habitat Analysis in ArcGIS Use of Spatial Analysis to characterize used resources Thomas Bonnot
Pasewark & Pasewark Microsoft Office 2003: Introductory 1 INTRODUCTORY MICROSOFT EXCEL Lesson 5 – Function Formulas.
Preparing Data for Analysis and Analyzing Spatial Data/ Geoprocessing Class 11 GISG 110.
Statistics 3502/6304 Prof. Eric A. Suess Chapter 3.
Agronomic Spatial Variability and Resolution What is it? How do we describe it? What does it imply for precision management?
U.S. Department of Interior U.S. Geological Survey
Agronomic Spatial Variability and Resolution What is it? How do we describe it? What does it imply for precision management?
Why Is It There? Getting Started with Geographic Information Systems Chapter 6.
Practice 1 Tao Yuchun Medical Statistics
____________________________ Raster GIS & Modeling ( )
Black Bear Reintroduction Project Matt Schroeder, Trinia Bergman, and Joe Sudbrink Augusta HS.
Observations on the movements and home ranges of Hartmann’s Mountain Zebras and Oryx in the Greater Sossusvlei-Namib Landscape Based on a report by John.
NR505 GIS Applications in Wildlife Sciences
Soil Movement in West Virginia Watersheds A GIS Assessment Greg Hamons Dr. Michael Strager Dr. Jingxin Wang.
Unit 4, Lesson 4 Using Function Formulas. Objectives Understand function formulas. Understand function formulas. Use the Average and Sum functions. Use.
Role of Spatial Database in Biodiversity Conservation Planning Sham Davande, GIS Expert Arid Communities Technologies, Bhuj 11 September, 2015.
Map of the Great Divide Basin, Wyoming, created using a neural network and used to find likely fossil beds See:
Perform Descriptive Statistics Section 6. Descriptive Statistics Descriptive statistics describe the status of variables. How you describe the status.
Final Assignment part 1: revise stairs Some minor markups.
What’s the Point? Working with 0-D Spatial Data in ArcGIS
Raster Analysis and Terrain Analysis Chapter 10 & 11 Raster Analysis.
Grid-based Map Analysis Techniques and Modeling Workshop
Geotechnology Geotechnology – one of three “mega-technologies” for the 21 st Century Global Positioning System (Location and navigation) Remote Sensing.
IMPORTANCE OF STATISTICS MR.CHITHRAVEL.V ASST.PROFESSOR ACN.
1.Define a landscape. What is the focus of Landscape Ecology. Notes 2. Discuss the role of spatial and temporal scale in affecting landscape composition,
GIS Site Suitability Analysis for developing a vineyard in Sonoma County, CA ____________________________ David Jaquet Raster GIS & Modeling ( )
Agronomic Spatial Variability and Resolution What is it? How do we describe it? What does it imply for precision management?
© 2005, Joseph K. Berry—permission to copy granted Figure P-1. Spatial Analysis and Spatial Statistics are extensions of traditional ways of analyzing.
Statistics with TI-Nspire™ Technology Module E Lesson 1: Elementary concepts.
Raccoon Home Range By: Garet Baader.
 Average – mean, median and mode are three “kinds” of average (commonly used to describe the mean).  Mean temperature – average temperature of the air.
Chapter15 Basic Data Analysis: Descriptive Statistics.
Hamilton Paths and Circuits 1 Click to Start 2 3 Start End.
William Perry U.S. Geological Survey Western Ecological Research Center Geography 375 Final Project May 22, 2013.
Analyzing Data. Learning Objectives You will learn to: – Import from excel – Add, move, recode, label, and compute variables – Perform descriptive analyses.
BUS 308 Entire Course (Ash Course) For more course tutorials visit BUS 308 Week 1 Assignment Problems 1.2, 1.17, 3.3 & 3.22 BUS 308.
Why Is It There? Chapter 6. Review: Dueker’s (1979) Definition “a geographic information system is a special case of information systems where the database.
 Tata consultancy services Production Planning WORK CENTERS.
Slide Template for Module 2: Types, Formats, and Stages of Data.
Prof. Eric A. Suess Chapter 3
Density Estimation Converts points to a raster
Slide Template for Module 2: Types, Formats, and Stages of Data
Designing a Spatial/GIS Project
BUS 308 MENTOR Career Path Begins/bus308mentor.com
Raster Analysis Ming-Chun Lee.
Map of the Great Divide Basin, Wyoming, created using a neural network and used to find likely fossil beds See:
BUS 308 HELPS Perfect Education/ bus308helps.com.
Chapter 2 Presenting Data in Tables and Charts
Statistics 1: Introduction to Probability and Statistics
Nicholas A. Procopio, Ph.D, GISP
Map and Map Interpretation
Everything is Connected
Spatial Statistics A 15 minute Tour….
T20-02 Mean Chart (Unknown Variation) CL Calculations
Nicholas A. Procopio, Ph.D, GISP
ESRM 250/CFR 520 Autumn 2009 Phil Hurvitz
1. What animal 2. Male or Female ? 4. Male or Female? Why? Why?
Presentation transcript:

Presented by Lorraine McInnes Photo taken by Greg Wright

1) Describe rattlesnake movement patterns at Bosque del Apache? 2) Do movement patterns and hibernacula differ between riparian and upland habitat?

Spatial Distributions Data analysis: Season and Gender variation, response to Temperature and Moisture fluctuations Habitat usage Data Organization

Old

New

Animal Movements Create Minimum Convex Polygons Calculate Movement Parameters Convert Locations To Paths Success!! 18 snakes- Routes and Home Range outputs

To get those results: Many repetitions, changes in excel and arcmap Learned many lessons on how to organize this kind of data Currently: Have an up to date, edited data file Simplified, step by step repeatable process to get weekly movement results.

Average size, all snakes (n=18): 31 ha, range 2-81 ha Average size, male (n=11): 35.2 ha, range 5-81 ha Average size, females (n=7): 24 ha, range 2-61 ha Male Female

NameAverage DistanceTotal Dist (m)Range No Move DaysTotal Days Bridge Chucky Exit Feebooth Fireshop Hwy1Marsh Hwy1SVC Hwy1Tool LFRdNewS MarshLoops MLoopOLD RR Trestle Sandog SBDAERR Six Stall Smokey Spike Toilette

Next step: Activity Clustering Statistical Analysis of Movements to describe movement differences by habitat, season, and gender *Revisit Spatial Statistics and Regression Analysis Virtual Courses

Hwy 1 and/or RR was crossed 81 times. Hwy1Tool-crossed road or tracks 22 times. Next highest number of crossings: 12

ArcScene-3D animation Animation in general Habitat-spatial join…veg type text to numeric value?! Hawth’s Tools-route issues continue

Refine movement parameters and generate more descriptive statistics Animate certain routes to better visualize movement, 2D, 3D- Flythrough tour Generate habitat use spatial join to determine which habitats the snakes were used more than others Field work: Characterize new dens and determine site preference based on various parameters-slope, aspect, elevation, proximity to roads, water, man-made structures, etc. Den Site Suitability model