Data 422 Project | Climate Change and Population
Overview
This dataset was created with the aim of addressing the reasons people move around New Zealand, and whether there is a relation between the changing natural landscape and where people choose to reside.
The data consists of two separate data-frames.
The historical measurements are for earthquakes, internal migration, and weather (rainfall, temperature, and wind gusts), covering the years 2014-17 (inclusive).
The second dataset is for searise in these regions covering predictions for a range of scenarios out to 2300. The prediction to be examined can be changed via a function.
Order of notebooks
Initial:
- Earthquake
- Input: shp
- Output: Earthquake_data.csv
- Migration
- Input: internal_migration.csv
- Output: Migration_data.csv
- Weather (runs in tandem with NZRegions_Scraped)
- Input: Raw_Rain.csv, Raw_Temp.csv, Raw_Wind.csv, Sites_df_v2.csv
- Output: Weather_data.csv, Sites_df.csv
- Sea_Rise
- Input: Regional Searise Data
- Output: NZ_searise_predictions_northland_region.csv, NZ_searise_predictions_southland_region.csv, Final_Clean_Searise.csv
Supplementery:
- NZRegions_Scraped (runs in tandem with Weather)
- Input: Sites_df
- Output: Sites_df_v2, Region_list
- Earthquake_Animated_GIF
- Input: shp
- Output: 1 x png plot of earthquakes (allquakesNZ2014-2017.png) and 3 x Animated GIFs (earthquakes2014to2017.gif, earthquakes2014to2017_overmag4.gif, earthquakes2014to2017_overmag4SLOW.gif)
Final:
- Final_Dataset
- Input: Earthquake_data.csv, Migration_data.csv, Weather_data.csv, Region_list.csv
- Output: Full_data.csv, Full_data_clean.csv
- Plots
- Input: Full_data_clean.csv
- Output: