The Geographic Analysis Process: Mitchell ch. 1

January 26, 2009

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Mitchell: The ESRI Guide to GIS Analysis, ch. 1

GIS technology 30 years old

Good for making maps: but can do more than that: GIS Analysis

  • learn new things, help make decisions
  • maps result from GIS analysis: have important impact (visual)

Why GIS might not be used:

  • lack of data (changing rapidly, but still a problem)
  • difficult software (but now easy interfaces; still complex though)
  • lack of understanding about GIS analysis (the book)
  • where are things in geographic space?
  • mapping variations in amount: least and most
  • mapping density
  • finding what is inside
  • finding what is nearby
  • mapping change

What is GIS Analysis?

GIS Analysis as a process

  • simple visual analysis to complex digital modeling
  • akin to the research process

1. Frame the Question:

  • where are endangered ecosystems in Delaware County?
  • where are potential recreational trail corridors in Delaware County?
  • how can viable OWU food waste be efficiently distributed to area food banks?
  • where does the food sold on campus come from, and what are the consequences of our consumption of these foods?
  • who is your audience?  what is your final goal?


2. Understand your Data

  • what is the context of your question?  who are the experts?  literature, people
  • what do you have to know about the context of the question to answer it?
  • what is an endangered ecosystem?  what are specific examples?
  • what are the goals of recreational trails?  what do they connect?
  • how is food waste reuse assessed and how is it collected?
  • what or who can help you to understand the issue: literature, people

3. Choose a Method

  • what data is available to help answer your question?  cost? compatibility?
  • what data do you have to generate yourself? easy vs. difficult vs impossible

4. Process the Data: specific analysis

  • ex) generate endangered areas by comparing areas defined as important ecosystems to their closeness to recent development
  • ex) generate potential trails by generating important points and areas to connect; and determining feasible paths between those points; relate potential trails to property ownership and other factors
  • ex) generate a plan for distributing food waste from campus to area food banks
  • ex) analyze the global impact of specific food consumption on campus

5. Look at the Results

  • generate a map (with a database) and use it to present results
  • ex) map of endangered ecosystems in Delaware Co: distribute to ??
  • ex) map of potential trails in Delaware Co.: planners, bike clubs, etc.
  • ex) a map that guides distribution of OWU food waste
  • ex) map of the global impact of what we eat
  • vital part of the process: communication and advocacy
  • Simple in concept; complex in application!

Understanding Geographic Features

  • we reduce the complexity of the real world in order to collect data and map it

A feature: “something inherent and distinctive”

Types of features (mappable data)

1. Discrete Features: at any location, the feature is there or is not there

  • point, line, and area example: p. 12
  • corresponds to vector data structure in most GIS programs

2. Continuous Features: feature is everywhere in varying amounts

  • ex) temperature
  • ex) elevation
  • ex) soil or bedrock (Delaware Data)

3) Features Summarized by Area: census or count data

  • define an area; count features in the area; assign total to the area
  • know how many features in an area, but not where they are in the area
    ex) US Census data, animal census

Two Ways of Representing Geographic Features

1) Vector: points, lines, and areas

  • each point has a unique location in a coordinate system: latitude/longitude
  • points connect to make lines
  • series of points, connected to make lines, which close are areas

2) Raster: grid of varying resolution with cells

  • air photo

Different data structures; can be related in GIS but generated differently and stored and processed differently.

Map Projections and Coordinate Systems

Review from Geog 222 or 353

  • coordinate systems: based on the idea of a graph
  • locations in geographic space: x, y
  • latitude longitude vs state plane coordinate system
  • coordinate layers of GIS information
  • map projection
  • 3D earth to 2D map
  • distortions inherent in process (shape, area)
  • distortions less evident at detailed scales
  • but GIS layers must have same map projection or will not align properly

Understanding Geographic Attributes

  • a geographic feature (point, line, area) has one or more attributes
  • ex) area is a vernal pool, it is 1 acre, it is on private property (3 attributes)

Types of attribute values

  • categories: qualitative
  • ex) vernal pool (area) vs river (line)

Ranks: quantitative with order

  • ex) water quality: high, medium, low

Counts and amounts: quantitative, total numbers

  • ex) 35 robins in one nature reserve, 67 in a second reserve

Ratios: relationship between two quantities

  • ex) people per household in census tracts in Delaware county

Data tables: the ‘database’ or spreadsheet where the feature attributes are found

  • ex) select all properties in Delaware County that are residential land use
  • ex) calculate and summarize the total value of all properties a proposed trail crosses

Course Project Ideas

  • apply Mitchell’s process of GIS Analysis to your forming project

What to do for Next Time

  • Student Presentations I (Newman & Shkoukani)
  • Discuss & Blog: Schuurman ch. 2 & 3
  • Continue to develop class project ideas

Geospatial Analysis text: Intro + Conceptual Frameworks

January 21, 2009

dangerousroad

A Dangerous Road…

Geospatial Analysis – A Comprehensive Guide

Notes and examples on “Introduction & Terminology” and “Conceptual Frameworks for Spatial Analysis.”

Introduction & Terminology

1. On applications: London GIS Casebook: all related to “environmental justice.”

2. GIS, Spatial Analysis, and Software

3. Terminology & Definitions

Conceptual Frameworks for Spatial Analysis

The Geospatial Perspective: “a distinct perspective on the world, a unique lens through which to examine events, patterns, and processes that operate on or near the surface of our planet.”

The domain of geospatial analysis is the surface of the Earth, extending upwards in the analysis of topography and the atmosphere, and downwards in the analysis of groundwater and geology. In scale it extends from the most local, when archaeologists record the locations of pieces of pottery to the nearest centimetre or property boundaries are surveyed to the nearest millimetre, to the global, in the analysis of sea surface temperatures or global warming. In time it extends backwards from the present into the analysis of historical population migrations, the discovery of patterns in archaeological sites, or the detailed mapping of the movement of continents, and into the future in attempts to predict the tracks of hurricanes, the melting of the Greenland ice-cap, or the likely growth of urban areas.

Geospatial Analysis: what happens where, and makes use of geographic information that links features and phenomena on the Earth’s surface to their locations.

1. Basic “Primitives”

rastervector

justscale generalization

2. Spatial Relationships

contours

  • spatial interpolation: filling in between known data

polation

  • smoothing and sharpening (generalization; see above)

3. Spatial Statistics

4. Spatial Data Infrastructure

metadata1

  • Interoperability: standards for spatial data (so everything works together): OGC

…All this jargon…

headache


Mapping Environmental Justice in Delaware County Pennsylvania

January 21, 2009

Mapping Environmental Justice in Delaware County Pennsylvania

  • Use as a model for a similar project in Delaware County Ohio
  • What is missing?  Not applicable?
  • Changes in emphasis and organization
  • Personal interests of students in the class in regards to the different topics

Contents:

Preface

A note about the mapping process
Figure 1: Municipalities

Introduction: Environmental Justice

From Here to There: Transportation and Industrial History
Figure 2:  Transportation

Natural Setting: Green Spaces and Waterways
Figure 3:  Land Cover

Demographic Distributions: Income, Race, Education, Unemployment and Age
Figure 4:  Income
Figure 5:  Race
Figure 6:  Unemployment
Figure 7:  Education
Figure 8:  Age

Pollution Flow: Air and Water
Figure 9:  Air and Water Pollution

Current Waste Disposal Sites: Landfills and Incinerators
Figure 10:  Waste

Abandoned Waste: Superfund Sites and Inactive Landfills
Figure 11:   Abandoned Waste

Hot Spots: Top 15 polluters in the County
Figure 12:  Top Fifteen Polluters

Conclusion: What does this mean for Delaware County?

Appendix 1: Glossary
Appendix 2: Environmental Organizations in Delaware County
Notes…


M J 14: GIS & GIS Applications I: Schuurman ch 1

January 13, 2009

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Beware Fat Duck Surprises

1. Readings

Schuurman ch. 1, “Geography Matters”

Introducing the Identities of GIS

The Success of GIS: is it now what Geography is?  Ubiquitous technology & computing (example)

  • technological advances, widespread adoption (research, business, gov, personal)
  • people may not have heard of GIS but they use it and are affected by it
  • GoogleMaps or Yahoo Maps or MapQuest are all GIS
  • municipal, utilities management: Delware County Ohio: DALIS Project
  • business and marketing: PRIZM data: you are where you live

“This book is designed to inform the reader about precisely how GIS affects them as well as myriad social processes” (1)

  • a more human & social approach to technology, intellectual rather than only technological

The problem of GIS and geography: love/hate

  • GIS as one way of understanding “geography” – but dominating at the moment
  • quantitative vs. qualitative methods
  • epistemology: The branch of philosophy that studies the nature of knowledge, its presuppositions and foundations, and its extent and validity.  How we know.

Identity of GIS: what is it?

Delware County Ohio: DALIS Project: a tool for storing complex data; practical problem solving

  • where

Geography 222 “PsychoGeography” maps / Mental Maps

  • how to collect qualitative & strange data and map it

Delaware Recreational Trails

  • what is most important when locating a recreational trail?
  • logic of quantitative methods for optimizing, or qualitative data used to anticipate how people will react (and why)?  Epistemological issues!
  • Delaware Trails research paper (PDF)

Where Does GIS Come From?

  • 1960s era technology and epistemology

McHarg and the GIS “overlay” method: locating a road: done manually

  • encode in a computer: technology and a particular way of knowing
  • what is not taken into account in this approach
  • spatial analysis: a means of extracting information (knowledge) from data
  • let a computer do what McHarg did
  • maps allow us to see raw data, or interact with data as we are analyzing it, or show the results of what we did
  • 1950s-60s: development of computational analysis and spatial analysis tools
  • wed technology to methods of knowing

The Messy Business of Digging for Roots: GIS’s Intellectual Antecedents

Examples of the Precursors of GIS: technology is easy, epistemology not

  • ex) J.K. Wright: “The Terminology of Certain Map Symbols” (1944): point, line, area: 1930s for map symbolization; basis of “vector data”
  • ex) certain kinds of data easier to collect and analyze and map, they seem more intuitive maybe because they are what we are used to doing.
  • ex) Historians reluctance to use GIS: Historical GIS

What does GIS stand for?

  • definitions describe technology (systems; application): GIS(systems) = GIS
  • hard/software for data input, analysis, output
  • “black box:” assume the methods in the software are legitimate, don’t question
  • definitions describing methods and process (science; theory): GIS(cience) = GISci
  • origin of the methods, critique of the methods, new methods
  • conceptual models of geographic space, sphericity of the real world vs. flat world of GIS,
  • uncertainty and error, analytical methodologies, cognitive aspects.
  • also Participatory GIS, Critical Cartography & GIS: myriad of human/social issues
  • justifying and shaping an intellectual/academic role in GIS
  • myriad of issues of intellectual importance (that one may not think about at all if only approaching GIS as black box technology).
  • epistemology (how we know) and ontology (what the world must be like in order to be known): the debate on evolution/science vs creationism/intelligent design
  • does geography (and its concepts/theories) drive GIS, or does GIS drive geography?  Debates in the field.

Data in, Information Out: Common Ground between GISys and GISci

GISys and GISci hard to differentiate in practice

  • ex) data classification: the categories we put things into
  • ex) house: what defines what a house is?  Is an apartment a house?  A dorm?  A condo?  A long-term residential hotel?  The kind of issue both Sys and Sci people have to deal with
  • ex) boundaries: complexity in drawing: neighborhood boundaries have to be drawn if you are using GIS, but where to draw them?  How do you define a neighborhood (which is a classification of place)
  • visualization: using intuition and knowledge to see patterns and connections:
    different epistemological approach – visual, not analytical.
  • Dr Snow example: Broad St. pump and cholera p. 15

Geography Matters

2. Introductions & Interesting GIS application (w/examples)

  • Major, year, experience with mapping & GIS, hobbies, future goals, favorite goat breeds, etc.

3. Next Time

  • see course schedule
  • after class: blog clean-up and questions

M J 12: Introduction to Course, Course Projects, and Course Blogs

January 12, 2009

unexplainedface

On Pareidolia

Geography 355: a follow up to Geography 222 & 353

But no prereq!  Why?  some problems with this!
Best to take 222 then 353 then 355 but any combination OK

Different ways to teach this course:

Lectures + series of exercises
Lectures + one big exercise broken into parts (Geog 353)

Or get away from those formats:

Student presentations of readings
Self guided tutorial
Applied, real-world group project (practicum, service learning, etc.)

Exhibit A: GIS Texts for course and software (ArcGIS)

GIS: set of concepts and hardware and software
Data input, analysis, output
Capabilities and applications expanding exponentially

ex) Delaware Data in ArcGIS

Data Input (how?)
Data Layers (examples)
Data analysis (property owners along a particular trail)
Data output (printer)

Course goal: become familiar (or more familiar) with GIS concepts, functionality, software

Exhibit B: Delaware Recreational Trail and Green Spaces materials; Environmental Justice materials; SNC Projects (2008, Fall)

GIS is so popular because it is useful: many applications, but GIS applications are a lot of work!

Data input: where is data from?  format?  what data do you need?
Analysis: how analytical capabilities of GIS solve real problems?
Output: on computer screen?  paper?  WWW?  To what audience?

The complexities of an actual application

Knowing enough about an application so that you can use GIS: experts
The human context: working in a group, project politics, costs involved, institutions within which GIS is supposed to function

Course Goal: Learn that GIS is much more than a bunch of software functions in Arc GIS

The goal this semester is to bring together exhibits A and B

Learn about GIS as a software tool: its functions, capabilities
Apply what we learn to a real world project

In working through a real world application we will learn what GIS is really about much more than just software and hardware

Geography 353: Scripted project, all figured out for you, me active, you more passive

Useful for learning…but limited…just following instructions

This course: active learning for all of us

We will work as a group (or in sub groups) throughout the semester
You will be active in shaping what we do and how we do it
The success of the course depends on your engagement in the course
You will push yourself and me to get the most you can get out of this course

Problems: anxiety provoking, potential for disorder and problems, unmotivated & passive students

Benefits: learn a lot in “real world” setting with real problems to solve, forced to move beyond passive lump in class, maybe even have an impact

Field trip! (ok, carpet trip)

Delaware Trails Project

OWU students: smart, motivated, engaged; and small class sizes

Upper level courses should involve real engagement (so that is what I expect)

Bottom Line: for this course to work:

Active participation by all students: lumpen passivity not allowed

Collaboration with each other and OWU and community folks

Students should expect to play an active and vital role in the class and in the project!

If you don’t like that kind of class, then drop!

Review: Syllabus and Schedule and General Course Structure (blog)

Create your Course Blog

1) go to wordpress.com

2) sign up and create a blog

3) set up the look of the blog and create some categories

Class Readings

Class Project

Class Exercises

Evaluations

Personal

4) new post: introduction to you

5) new post: Schurmann reading (ch. 1) notes, comments, questions

6) new post: One GIS application area of interest, with at least 3 links & graphics

7) email me the URL to your Blog by 10am Wednesday: thus all the stuff above is due then.


Geography 355: Spring 2009

January 7, 2009

I have updated the course syllabus and schedule (see the tabs above) for the Spring of 2009.

I plan to relate our course projects to the 2008-09 Sagan National Colloquium (“Cultivating a Green Campus“) and work students completed in last year’s Geography 355 course.  Thus a focus on campus sustainability, “green” and “environmental justice” issues on and around campus.

Work from last year can be reviewed in earlier postings on this blog and individual student blogs from last year (see the Blogroll section to the right).