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Biodiversity Informatics Training Workshop June 2012

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Presentation on theme: "Biodiversity Informatics Training Workshop June 2012"— Presentation transcript:

1 Biodiversity Informatics Training Workshop June 2012
Beginner’s GIS Biodiversity Informatics Training Workshop June 2012

2 Outline What is GIS GIS & Map Fundamentals Spatial Data Types
Data Formats Software DEMO/Exercises

3 Environmental Systems Research Institute (ESRI), 2007
What is GIS? GIS = Geographic Information System(s) GIS is a collection of computer hardware, software, and geographic data for capturing, managing, analyzing, and displaying all forms of geographically referenced information. Environmental Systems Research Institute (ESRI), 2007

4 An “image” with attribute information
What is GIS? An “image” with attribute information

5 Tool to make complex patterns simple
What is GIS? Tool to make complex patterns simple

6 Environment for integrating diverse data
What is GIS? Environment for integrating diverse data

7 Overview of spatial data
Artist credit Philippe Intraligi – Adobe CS5 Raster and vector data collide

8 Overview of spatial data

9 Vector data Points, lines, and polygons

10 Vector data Shapefiles are common vector format of GIS data
Shapefiles consist of 3 main components: *.shp – main file stores geometry *.shx – index of geometry *.dbf – database of attributes

11 Vector data Shapefiles may also have:
*.prj – plain text file of projection *.sbn and *.sbx – spatial index of features *.atx – index of attributes *.shp.xml – metadata

12 Raster Data Resolution e.g. 4 x 4 km

13 General data issue: spatial scale
Spatial scale has two elements: resolution and extent Decrease in resolution Increase in extent Things to consider: Spatial scale/resolution Extent Type of spcies data: presence only or presence/absence? Resolution Extent In practice, resolution and extent tend to be inversely related

14 Raster Data Resolution= cell size

15 15 KM pixel

16 7.5 km per pixel

17 4.5 km per pixel

18 1 km per pixel

19 Raster data - interpolation

20 Raster data - interpolation
Inverse distance weighting Kriging Polynomials Or Spline

21 Raster data - interpolation
Polynomials Or Spline Inverse distance weighting Kriging Using linear-weighted set of samples (greater the distance, the less influence on output raster value) Good for dense sampling Statistical method that fits a function to a radius of points, assuming a spatial correlation in distance or directionality Interpolated surface do not pass through sample sites Many different types Uses a mathematical function to create a minimize overall surface curvature Sample points pass through surface Best for variables like T

22 Raster data - interpolation

23 Environmental Data: conversion to raster
Weather station records (vector point data) -areas of interpolation not uniform over the world -only has had one update -working on others but is the basis for much of the downscaled future and past climate surfaces also used in this kind of modeling WorldClim Method: Hijmans et al. 2005 Interpolated raster climate surfaces (grid)

24 Gridded Climate Models are not just for climatologists any more…
Specifically developed method for mountainous regions, areas of high complexity climatically (800m)

25 Prism vs Worldclim

26 Prism vs Worldclim

27 Raster data - remote sensing

28 Raster data - remote sensing
Ned Horning, Center for Biodiversity and Conservation, AMNH

29 Raster Data Raster data - remote sensing Passive: Natural EM radiation
e.g. Infrared, Aerial light photography Active: Sensor EM radiation e.g. RADAR, LIDAR

30 Raster Data Common formats: ESRI ASCII (.asc) ESRI Grid
Geotiffs (.tif) Any raster file can be used as a GIS grid Also: MrSID netCDF BIL

31 Raster Data What’s in an ESRI grid? dblbnd.adf hdr.adf sta.adf vat.adf
w adf –> actual raster data w001001x.adf prj.adf (opt)

32 Vector v. Raster Tradeoffs between the 2 types of data

33 Vector v. Raster Tradeoffs between the 2 types of data

34 Software

35 Win Mac GNU/ Linux Unix Web
GIS software Win Mac GNU/ Linux Unix Web CARIS Y N Chameleon ERDAS IMAGINE ESRI ArcGIS DIVA-GIS Winebottler GeoServer Java GeoTools GRASS via pyWPS IDRISI ILWIS JUMP GIS LandSerf Manifold System MapInfo MapServer Maptitude Oracle Spatial PostGIS Quantum GIS Smallworld ? SPRING Solaris TatukGIS TransCAD TerraView TNTmips TransModeler

36 ArcGIS Commercial software, but ESRI Conservation Program grants support non-profits with free licenses ArcGIS is a suite of applications: ArcMap, ArcCatalog, ArcTools Lots of extensions and interacts well with python and R stats with an extension Includes, web server, web services, online GIS, and freeware (ArcExplorer)

37 DIVA-GIS Free, not open source
Designed for niche modeling: Bioclim, Domain

38 uantum GIS Open source, Functionality from plugins in C+ or python
Access to GRASS and R routines

39 Some GIS Software Resources
DIVA-GIS Quantum GIS Free Geography Tools GISLounge FreeGIS.org

40 Some GIS Data Resources
Climate Data: Global Land Cover Facility EarthExplorer (US DEM, LC) USGS Seamless Viewer Global Administrative Boundaries

41 Scale / Environmental Variable Dependencies
Pearson and Dawson 2003 Global Ecology and Biogeography


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