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What is the primary focus of spatial analysis in GIS?
A | Documenting physical features |
B | Understanding patterns, relationships, and actions in geographic data |
C | Creating artistic maps |
D | Collecting demographic data |
B
What is the Modifiable Areal Unit Problem (MAUP)?
A | Difficulty in collecting data |
B | Changes in results when spatial scale or aggregation units are modified |
C | Inaccurate GPS readings |
D | Data loss during processing |
B
Which data model is best for representing continuous data like temperature or rainfall?
A | Vector |
B | Raster |
C | Network |
D | CAD |
B
Which data model is best for representing discrete data like hydrants or signs?
A | Vector |
B | Raster |
C | Network |
D | CAD |
A
What is the main advantage of vector data models?
A | Generalized location and one attribute |
B | Precise location and multiple attributes |
C | Simple data structure |
D | Efficient for continuous surfaces |
B
What is a TIN (Triangulated Irregular Network) used for?
A | Modeling discrete features |
B | Representing continuous surfaces with triangles |
C | Storing raster images |
D | Network routing |
B
Which of the following is a common application of spatial analysis in health care?
A | Weather prediction |
B | Mapping health variables and optimizing locations for clinics |
C | Service Request Management |
D | Network routing |
B
What is the ecological fallacy?
A | Assuming relationships among aggregate data apply to all individuals within the enumeration unit |
B | Misclassification of raster data |
C | Data loss during aggregation |
D | Inaccurate GPS readings |
A
What is a common raster file format?
A | Shapefile |
B | GeoTIFF |
C | DWG |
D | GeoJSON |
B
What is the main challenge with boundary problems in spatial analysis?
A | Data redundancy |
B | Loss of neighbor information at boundaries |
C | Inaccurate attribute values |
D | Data currency |
B
What is the primary difference between vector and raster data models?
A | Vector is for continuous data, raster for discrete |
B | Raster stores many attributes, vector only one |
C | Vector provides precise location, raster generalizes location |
D | Raster is used for network analysis |
C
Which concept is central to understanding spatial analysis in GIS?
A | Data storage formats |
B | Map design principles |
C | Modeling geographic phenomena and considering scale, boundaries, and aggregation units |
D | Satellite imagery projection and resolution |
C
Which spatial analysis technique is used for wildlife corridor modeling?
A | Geocoding and Network Routing |
B | Least cost path analysis across weighted cost surfaces |
C | Raster classification |
D | Land Use Classification |
B
Which statement about scale in spatial analysis aligns with the presentation?
A | Scale selection is irrelevant to analysis quality |
B | Appropriate choice of data collection, representation, and analysis scale is critical |
C | Larger scales eliminate MAUP concerns |
D | Scale applies only to cartographic outputs, not data |
B
Which aspect is not listed among the data quality considerations in the presentation?
A | Positional and attribute accuracy |
B | Logical consistency |
C | Completeness and currency |
D | Graphic design aesthetics |
D
Which concern warns against inferring individual‑level relationships from aggregate data?
A | Ecological fallacy |
B | MAUP |
C | Edge effect |
D | Nonstationarity bias |
A
Which analysis is raster particularly suited for in this course?
A | Topology validation |
B | Suitability and multi‑criteria decision analysis |
C | Parcel management |
D | Linear referencing |
B
Which set best matches the four traditional types of spatial analysis covered?
A | Temporal, categorical, qualitative, quantitative |
B | Spatial overlay/contiguity, surface analysis, linear analysis, raster analysis |
C | Geodatabase, topology, symbology, cartography |
D | Classification, clustering, association, regression |
B
What is the primary aim of spatial analysis in GIS?
A | Compress large datasets for storage efficiency |
B | Replace statistical models with visualizations |
C | Map data, explore patterns and derive meaning from geographic data to inform actions |
D | Automate cartographic symbolization |
C
What is one way GIS supports emergency management?
A | By automating business analytics |
B | By mapping damaged infrastructure and prioritizing medical needs |
C | By designing vector data models |
D | By modeling slope and elevation |
B
Which of the following explains why spatial statistics are useful (select all that apply)?
Assists in the process of making inferences to communicate characteristics of a population based on data collected from a sample | |
Assists in the process of determining whether or not sample data is inaccurate | |
Assists in the process of summarizing large data sets in order to make sense of them | |
Assists in the process of making a decision to decide whether an observed difference in a relationship between two sets of sample data is significant |
A, C,D
(T/F) Numerical summaries mask the detail and sometimes are skewed by outliers
True
Which of the following is used to determine the value around which data are concentrated?
Measures of Dispersion | |
Bivariate Correlation | |
Measures of Central Tendency |
C
What are the measures of central tendency (select all that apply)
Standard Deviation | |
Mean | |
Median | |
Mode |
B, C, D