- Sea Level Rise
- Global Temperature Rise
- Artic Sea Ice Minimum
- Greenland Ice Mass
- NYC Precipitation Increase
- Relative sea level trend at the battery
- 311 Street Flooding Complaints Map
- NYC 2019 Summer Surface Temperature Map
- Vegetative Cover - NYC LiDAR 2017
- SVI
- data
- input
- Parks Properties (https://data.cityofnewyork.us/City-Government/Parks-Properties/k2ya-ucmv)
- Airport Polygon (https://data.cityofnewyork.us/City-Government/Airport-Polygon/xfhz-rhsk)
- landsat_st (from Landsat folder on G drive)
- Ground_Monitor_Temps_NYC (from Landsat folder on G drive)
- input
-
US Landsat 4-8 ARD: Provisional Surface Temperature (ST)
- Make an account at (https://earthexplorer.usgs.gov/)
- Install Bulk Download Application
- On Earth Exloper site search panel, select desired criteria:
- Date Range: 2014 to 2020
- Datasets: US Landsat 4-8 ARD
- Tile grid horizontal: 29 (NYC)
- Tile grid vertical: 7 (NYC)
- search for tile grid here
- Follow BIG DATA Download instructions from the blog site (blogs.fu-berlin.de)
- Where the instructions say "Choose “Non-Limited Results” and “CSV” in order to export the metadata of every single file found to a csv-file (which is a text file)" choose "Comma (,) Delimited" format instead.
-
Ground Monitor Temperature:
- Select your local stations. (Central Park, LaGuardia, Kennedy) Local Climatological Data (LCD)
- You need to add the data to your cart, then go to your cart, where you can select that you want a csv and subset to the dates you are interested in.
- Satellite Readings
- Cloud Cover: https://landsat.usgs.gov/landsat-8-cloud-cover-assessment-validation-data#Urban
- Comparing Ground Monitor temperatures to Satellite readings
- round lat/long for normalization - 3 decimal places is up to 110 meters
- New York City Panel on Climate Change 2019 Report Chapter 2: New Methods for Assessing Extreme Temperatures, Heavy Downpours, and Drought
- Like NPCC figure 2.11, normalizing street flooding complaints by number of 'all 311 calls within the same area'
- complaints relative to a space, as some areas are known to submit more complaints than others. Given 3400 complaints across city, 110 m may be appropriate range