GIS Section 5.1 Flashcards

1
Q

What limits the applications of GIS?

A

the imagination of those who use it

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2
Q

What are cadastral applications of GIS?

A
  • control and records of propertyand urban services
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3
Q

How do cadastral/municipal GIS systems function?

A
  • large databases
  • allow full database query
  • databases and systems = customized
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4
Q

What functions do modern land records systems combine?

A
  • land title
  • survey and mapping
  • land valuation
  • estate management
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5
Q

What are the benefits of modern land recording systems?

A
  • streamline and automate processes such as title transfers
  • centralizing access to cadastral services
  • spatial information structures enable organizations to share data
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6
Q

What does a document management system enable?

A
  • efficient storage and management of data
  • improved access to data
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7
Q

Why is GIS good for industries?

A

can combine lots of data into one visual format (map)
(ie communication!)

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8
Q

What can the real estate industry do with GIS?

A

combine data to find suitability of a property as a first-time residence, etc

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9
Q

What is a GIS Internet Map Server

A
  • customized GIS-based system
  • can be used to find suitable real-estate for given criteria
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10
Q

How can GIS be used for the retail industry?

A
  • for finding the right site for a store
  • combine customer surveys with census data, market share, trade areas
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11
Q

How can GIS be used for a gas station site?

A
  • combine knowledge of where people are likely to be traveling, when they will need gas, etc
  • can create specific customer profiles
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12
Q

How can GIS be used for marketing?

A
  • determine which products/promotions match lifestyles of customers in the area
  • create trade areas, predict sales, etc
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13
Q

How is GIS used for target marketing?

A
  • know and understand customer preferences
  • identify most valuable customers, target mailing based on demographics
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14
Q

How can GIS help routing and scheduling?

A
  • integrated mapping analysis to calculate arrival times so schedules can be customized
  • can build routing/scheduling system = more efficient, save money
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15
Q

How can GIS be used for archaeology?

A
  • combined with GPS to record archaeological sites/features
  • combine/integrate space and time data
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16
Q

What recent rapid advancements in computing have resulted in the generic field of GeoAI?

A

AI and ‘Big Data”

17
Q

What fields are contained within AI?

A

AI > Machine Learning (ArcGis is here) > Deep Learning > ArcGis Integration

18
Q

What kinds of algorithms are now being integrated with GIS?

A

Deep Learning

19
Q

What is deep learning?

A

type of machine learning that relies on multiple layers of nonlinear processing for feature identification

20
Q

What can deep learning be used for in GIS?

A
  • object detection
  • object cklassification
  • image classification
21
Q

What is machine learning?

A

data driven algorithms/techniques that automate:
- prediction
- classification
- clustering

of data

22
Q

What is clustering in AI? Give an example

A

grouping of observations based on similarities of values/locations
- ex: basing high/low traffic zones based on Waze data

23
Q

What are some Deep Learning tools that can be useful in GIS?

A
  • spatially constrained multivariate clustering
  • hot spot analysis
  • cluster and outlier analysis
  • space-time pattern mining
24
Q

How might you use Machine Learning to Classify something in GIS?

A

ex. classify impervious surfaces based on reflectivity