03: GIS

Yesterday in the Great Smokies
Webcam archive

Announcements

  • Project Skydrop found 🔗
    • using weather patterns seen in the live webcam.
  • Y'all walked a lot of miles for Lab 2.
  • Midterm review and quiz next week.
  • Virtual geocache extra credit back up with 5 locations 🔗

Hurricane Helene

  • Helene was catastophic. How can maps help? For people without internet?
  • HOTOSM humanitarian team 🔗 and collaborative mapping 🔗
  • Mapping risk from 2022 floods 🔗

Powers earned 🐉

  • Create (and own) data
  • both on the computer and in the field.
  • Solid foundation on which to create unique maps.

Virtual geocaching extra credit

  • Less than 10% of class submitted geocache guesses.
  • Pretty low for low hanging fruit.
  • Make your best guesses before October 5.
Task

Maps in the wild

  • Find a public map and critique it.
  • Begin to think about effective map design.
  • Link to instructions.
  • My recent maps in the wild (these are videos, but you'll submit a photo): 🔗 🔗

GIS

  • Geographic Information Systems
  • The capture, storage, manipulation, analysis, and presentation of spatial data
  • using a computer.

History

  • Pre-1960s maps were drawn on clear plastic sheets.
  • Havard's SYMAP (1963) was the first GIS. 🔗
  • ESRI ARC/INFO (Now ArcGIS Pro) was released in 1981.
  • QGIS was released in 2002.
  • Following YouTubes explore using QGIS.

1990s GIS debates

  • Computer and data revolution. Desktop computers, the World Wide Web, and GPS become widely available.
  • GIS and maps promise unbiased decision-making tools.
  • Data from above vs. data from below.
  • The Ethics of GIS (1995) 🔗

Aura of accuracy

  • Locational fallacy: simplification of spatial characteristics.
    • Modeling houses as points instead of polygons in a flood plain analysis.
  • Ecological fallacy: the whole represents the one.
    • Most of this class drinks RC, so y'all like country music.
  • Challenge analyzing nuanced observations 🔗

Bread & butter GIS question

How much of x is in y?

How much of something is somewhere?

How many college-aged people live in Fayette County?

How many people live in flood-prone areas?

GPS makes GIS unavoidable

How much time do you spend at Kroger Field?

Let's focus on the y
– the somewhere.

Define y

  • Regions are socially constructed.
  • Sometimes we agree on them, sometimes we don't.
  • The first critical step in GIS analysis.

Let's draw the "real" extent of campus 🔗

Let's visit campus

  • Launch Google Earth 🔗
  • Drag and drop campus into Google Earth.
  • Explore!

A definition must be made

  • You must define the area you are mapping.
  • Tip 💯 find a polygon that represents your area of interest.
  • It's not always easy.

What makes a region?

Appalachia?

What comes to mind?

Mountains?

Coal?

Forests?

Ecology?

Recreation?

IAT 🔗

Cultural?

Stereotypes

  • How we think about an unfamiliar region.
  • The way people look, talk, and live.
  • Stranger with a Camera 📽️

Migration

  • Map of foreign born by county, 1850-2020 🔗
  • People move and take their culture with them.
  • Diaspora: the dispersion of any people from their original homeland.
  • The Eastern Kentucky Social Club 📽️

Official?

A definition?

  • Wikipedia 🔗
  • Appalachian Regional Commission defines 423 counties as Appalachia 🔗
  • How does your county compare? 🔗

You must draw an invisible line to define your region.

Demonstrations

Starting Lab 3 📽️

All videos 📽️

Lab 2 analysis

  • Let's visualize the data we collected
  • and see what questions we can answer.
  • Downloads: travels and campus

Symbolize

  • the travel layer to see 'how much'
  • Layer Styling Panel > Layer Rendering > Feature > Addition
  • Travel layer glows brighter in areas with more.

How much

  • did we travel
  • inside campus?

Steps

  • 1. Clip travel lines to campus extent.
  • 2. Add geometry attributes to new travel lines.
  • 3. Do statistics on the newest travel lines.
  • 10-minute demonstration video. 📽️

Which area has the most?

  • Zoom and pan to find the area.

Steps

  • 1. Draw a new polygon for desired extent.
  • 2. Clip travel lines to new polygon.
  • 3. Add geometry attributes to new travel lines.
  • 4. Do statistics on the newest travel lines.
  • 4-minute demonstration video. 📽️

Let's turn to manipulating x

Geoprocessing

🔨 Geoprocessing

  • Manipulate spatial data
  • using a chain of tools.
  • Output of one tool is input to the next.

Essential workflows

  • Shaded relief, aka hillshade
  • Clip
  • Buffer
  • Bonus workflows

Where's the highest, lowest, or hilliest?

Raster hillshade

Digital Elevation Model

  • Often called a DEM.
  • One of the most used raster datasets.
  • Each cell has a number representing elevation.

Kentucky elevation

  • ky-250.tif is a GeoTIFF
  • with each cell representing 250 x 250 feet.
  • Use Menu > Identify tool to see elevation.

Shaded relief

  • Techniques to visualize elevation
  • by simulating a light source.
  • GIS tool is called Hillshade.

Hillshade

  • Menu > Raster > Analysis > Hillshade...
  • Input layer is a DEM.
  • Tool settings to experiment with
    • Vertical exaggeration
    • Light's azimuth (direction in sky)
    • Light's altitude (height in sky)

How many meaningful places did you map within campus?

Buffer & Clip

Clip tool

  • Remove features outside of a polygon.
  • Answers 'how much' questions.
  • Makes it easier to work with large data.

Two versions

  • Vector Layers
    • Menu > Vector > Geoprocessing Tools > Clip...
  • Raster Layers
    • Menu > Raster > Extraction > Clip Raster by Mask Layer...

Vector clip

How many points are within 50 feet of a road?

Buffer tool

  • Create a polygon within a distance of another vector layer.
  • Input: point, line, or polygon
  • Output: polygon

Buffer tool

  • Vector Layers
    • Menu > Vector > Geoprocessing Tools > Buffer...
  • Buffer campus roads to 50 feet.

7-minute video: buffer & clip 📽️

🔍 Geoprocessing Gotchas

  • Creates a lot of output layers. Name them appropriately.
  • Some tools require the same projection.

Change a layer's projection

  • Right-click a layer > Export > Save Features As...
  • Pick one of our five coordinate reference systems discussed in Module 2, depending on your area.

4-minute video: change a layer's projection 📽️

If you like this, take GEO 309

Bonus workflows

More detailed elevation data?

Raster merge

Detailed DEMs

  • They are available for free.
  • Often comes in tiny tiles that need to be merged.

Merge tool

  • Creates a single DEM from many tiles.
  • Input: DEMs
  • Output: DEM
  • Menu > Raster > Miscellaneous > Merge...

7-minute video: merge & hillshade DEM 📽️

If you like this, take GEO 409

How much healthy vegetation is on campus?

Remote sensing

  • Imagery from satellites and aircraft.
  • Captures 'light' that humans can't see.
  • View 2022 aerial photo (large file 400 MB) to find healthy vegetation.

Healthy vegetation

  • Extract pixels with high near-infrared reflectance.
  • Shown as bright red in image.
  • Used to predict plant health, crop yield, and wildfire risk.

3-minute video: remote sensing📽️

If you like this, take GEO 419

Where does poverty exist in the US?

Attribute joins

Attributes without geometry

  • Most Census data is available as tables without geometry.
  • Relate these tables to geometry
  • using an attribute join.
  • Download: states, counties, and census data.

Import CSV data

7-minute video: demographic mapping 📽️

If you like these workflows, then you are a Geography major!

Talks from KAMP

KAMP GIS Conference

  • Ky Association of Mapping Professionals
  • October 8-10, 2024
  • Showcase of GIS projects in state

Some topics presented

  • E911 addressing 🔗
  • Search and rescue tools 🔗
  • Finding endangered species in Ky. 🔗
  • Is social distress related to coal mining?
  • Grants to plant trees in distressed areas. 🔗

Combine workflows

  • to ask more complex questions.
  • Identify areas with high rates of poverty AND low rates of healthy vegetation.
  • That's the promise of GIS.

Critical GIS

  • Seize the means of mapping production:
    • Expose counter-narratives
    • Question or resist power

Gentrification

  • "The process whereby the character of a poor urban area is changed by wealthier people moving in, improving-housing, and attracting new businesses, typically displacing current inhabitants in the process."
  • Everybody wants to live in a nice neighborhood.

Critical mapping examples

  • Mapshop Community Atlas 🔗
  • Mapping Inequality 🔗
  • Anti-Eviction Mapping Project 🔗
  • Urban Displacement Project 🔗

Are city trees an indicator of prosperity?

Map 🔗 QGIS project 🔗

Lab

Requirements

  • Documentation
  • Use two layers to ask a question.
  • Let's do it live in class!

Summary

GIS

  • What is GIS?
  • What kind of question can a GIS answer?

Geoprocessing

  • What is it?
  • What is required to do it?

Tools

  • What can a clip tool do?
  • What can a buffer tool do?
  • What can a hillshade tool do?

STOP