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About 2014 Matayeva Thesis
This master's thesis examines methods for deriving population distribution from nighttime lights data. The thesis: 1) Compares different regression types (e.g. power, linear) to determine the best relationship between population and nighttime light intensity. 2) Develops two methods - one using nighttime intensity data and another using nighttime light density data - to derive population distribution equations for different countries. 3) Evaluates the accuracy of estimated versus actual population distributions, finding that the method using light density data produces more accurate results across countries. 4) Creates population density maps for select countries to demonstrate the second method's ability to estimate gridded population values.
Detailed Information
| Author: | ['Divya Jain'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 68 |
| Language: | English |
| Format: | |
| Price: | FREE |
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