kvantas / nyc-flood-data

A Collection of Flood Datasets on NYC Open Data.

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A Collection of Flood Datasets on NYC Open Data

Author: Mark Bauer

Table of Contents

Introduction

A collection of free and publicly available flood data for New York City. All datasets can be retrieved from NYC Open Data. Additionally, this project examines and ranks flood datasets with the most downloads and page views. You can find this work in the analysis.ipynb notebook, which focuses on open source and reproducible workflows.

Flood datasets are separated into two categories:

  • Flood Hazard Layers - usually in the form of shapefiles (e.g. stormwater flood maps, Sandy inundation zone, hurricane evacuation zones, etc).
  • Additional Data Related to Flood Risk - as the name suggests, are somewhat related to flooding and/or flood risk analysis (311 street flooding complaints, green infrastructure, etc.).

Flood Dataset Statistics

name id created_date download_count download_per_day
1 Sea Level Rise Maps (2020s 100-year Floodplain) ezfn-5dsb 2013-07-23 211663 55.44
2 Hurricane Evacuation Zones uihr-hn7s 2015-07-14 41530 13.41
3 DEP Green Infrastructure spjh-pz7h 2017-08-31 27796 11.99
4 Sandy Inundation Zone uyj8-7rv5 2015-11-09 20289 6.81
5 1 foot Digital Elevation Model (DEM) dpc8-z3jc 2013-08-09 6524 1.72
6 NYC Stormwater Flood Map - Extreme Flood with 2080 Sea Level Rise w8eg-8ha6 2021-06-07 3002 3.19
7 Sea Level Rise Maps (2050s 100-year Floodplain) hbw8-2bah 2013-07-23 2541 0.67
8 Sea Level Rise Maps (2050s 500-year Floodplain) qwca-zqw3 2013-07-23 2414 0.63
9 NYC Stormwater Flood Map - Moderate Flood with Current Sea Levels 7r5q-vr7p 2022-08-17 2089 4.13
10 Projected Sea Level Rise 6an6-9htp 2017-07-12 1898 0.8

Table xx: Top 10 flood datasets sorted by total downloads on NYC Open Data.

name id created_date download_count download_per_day
1 Sea Level Rise Maps (2020s 100-year Floodplain) ezfn-5dsb 2013-07-23 211663 55.44
2 Hurricane Evacuation Zones uihr-hn7s 2015-07-14 41530 13.41
3 DEP Green Infrastructure spjh-pz7h 2017-08-31 27796 11.99
4 Sandy Inundation Zone uyj8-7rv5 2015-11-09 20289 6.81
5 NYC Stormwater Flood Map - Moderate Flood with Current Sea Levels 7r5q-vr7p 2022-08-17 2089 4.13
6 NYC Stormwater Flood Map - Extreme Flood with 2080 Sea Level Rise w8eg-8ha6 2021-06-07 3002 3.19
7 Building Elevation and Subgrade (BES) bsin-59hv 2023-09-12 256 2.23
8 NYC Stormwater Flood Map - Moderate Flood with 2050 Sea Level Rise 5rzh-cyqd 2021-06-07 1847 1.96
9 1 foot Digital Elevation Model (DEM) dpc8-z3jc 2013-08-09 6524 1.72
10 DEP's Citywide Parcel-Based Impervious Area GIS Study uex9-rfq8 2020-07-13 1497 1.18

Table xx: Top 10 flood datasets sorted by total downloads per day on NYC Open Data.

name id created_date page_views_per_day page_views_last_week page_views_last_month page_views_total
1 Sandy Inundation Zone uyj8-7rv5 2015-11-09 17.98 70 486 53564
2 Sea Level Rise Maps (2050s 500-year Floodplain) qwca-zqw3 2013-07-23 11.17 174 788 42640
3 1 foot Digital Elevation Model (DEM) dpc8-z3jc 2013-08-09 8.48 76 331 32217
4 Sea Level Rise Maps (2020s 100-year Floodplain) ezfn-5dsb 2013-07-23 6.82 124 425 26052
5 DEP Green Infrastructure spjh-pz7h 2017-08-31 6.41 84 359 14854
6 Hurricane Evacuation Zones uihr-hn7s 2015-07-14 3.32 35 103 10286
7 Sea Level Rise Maps (2050s 100-year Floodplain) hbw8-2bah 2013-07-23 2.68 91 200 10223
8 NYC Stormwater Flood Map - Extreme Flood with 2080 Sea Level Rise w8eg-8ha6 2021-06-07 7.57 45 171 7127
9 DEP's Citywide Parcel-Based Impervious Area GIS Study uex9-rfq8 2020-07-13 5.34 16 133 6783
10 NYC Stormwater Flood Map - Moderate Flood with Current Sea Levels 7r5q-vr7p 2022-08-17 8.65 25 213 4375

Table xx: Top 10 flood datasets sorted by total page views on NYC Open Data.

name id created_date page_views_per_day page_views_last_week page_views_last_month page_views_total
1 Sandy Inundation Zone uyj8-7rv5 2015-11-09 17.98 70 486 53564
2 Sea Level Rise Maps (2050s 500-year Floodplain) qwca-zqw3 2013-07-23 11.17 174 788 42640
3 Building Elevation and Subgrade (BES) bsin-59hv 2023-09-12 9.31 17 81 1071
4 NYC Stormwater Flood Map - Moderate Flood with Current Sea Levels 7r5q-vr7p 2022-08-17 8.65 25 213 4375
5 1 foot Digital Elevation Model (DEM) dpc8-z3jc 2013-08-09 8.48 76 331 32217
6 NYC Stormwater Flood Map - Extreme Flood with 2080 Sea Level Rise w8eg-8ha6 2021-06-07 7.57 45 171 7127
7 Sea Level Rise Maps (2020s 100-year Floodplain) ezfn-5dsb 2013-07-23 6.82 124 425 26052
8 DEP Green Infrastructure spjh-pz7h 2017-08-31 6.41 84 359 14854
9 DEP's Citywide Parcel-Based Impervious Area GIS Study uex9-rfq8 2020-07-13 5.34 16 133 6783
10 NYC Stormwater Flood Map - Moderate Flood with 2050 Sea Level Rise 5rzh-cyqd 2021-06-07 4.26 32 135 4013

Table xx: Top 10 flood datasets sorted by total page views per day on NYC Open Data.

Flood Dataset Descriptions

Flood Hazard Layers

Dataset Description
Hurricane Evacuation Zones Hurricane Evacuation Zones are determined by New York City Emergency Management and represent varying threat levels of coastal flooding resulting from storm surge. Hurricane evacuation zones should not be confused with flood insurance risk zones, which are designated by FEMA and available in the form of Flood Insurance Rate Maps (FIRMs).
Sandy Inundation Zone Areas of New York City that were flooded as a result of Hurricane Sandy.
NYC Stormwater Flood Map - Moderate Flood with Current Sea Levels Citywide Geographic Information System (GIS) layer that shows areas of potential flooding under the Moderate Stormwater Flood with Current Sea Levels scenario. Please see the New York City Stormwater Resiliency Plan for more information.
NYC Stormwater Flood Map - Moderate Flood with 2050 Sea Level Rise Citywide Geographic Information System (GIS) layer that shows areas of potential flooding under the Moderate Stormwater Flood with 2050 Sea Level Rise scenario. Please see the New York City Stormwater Resiliency Plan for more information.
NYC Stormwater Flood Map - Extreme Flood with 2080 Sea Level Rise Citywide Geographic Information System (GIS) layer that shows areas of potential flooding under the Extreme Stormwater Flood with 2080 Sea Level Rise scenario. Please see the New York City Stormwater Resiliency Plan for more information.
Projected Sea Level Rise Geodatabase of projected sea level rise based on models released by New York City Panel on Climate Change (NPCC). Data includes the 10th, 25th, 50th, 75th and 90th percentile projections for the years 2020, 2050, 2080 and 2100.
Sea Level Rise Maps (2020s 100-year Floodplain This is the 100-Year Floodplain for the 2020s based on FEMA's Preliminary Work Map data and the New York Panel on Climate Change's 90th Percentile Projects for Sea-Level Rise (11 inches). Please see the Disclaimer PDF for more information. Data Provided by the Mayor's Office of Long-Term Planning and Sustainability (OLTPS) on behalf of CUNY Institute for Sustainable Cities (CISC) and the New York Panel on Climate Change (NPCC).
Sea Level Rise Maps (2020s 500-year Floodplain) This is the 500-Year Floodplain for the 2020s based on FEMA's Preliminary Work Map data and the New York Panel on Climate Change's 90th Percentile Projects for Sea-Level Rise (11 inches). Please see the Disclaimer PDF for more information. Data Provided by the Mayor's Office of Long-Term Planning and Sustainability (OLTPS) on behalf of CUNY Institute for Sustainable Cities (CISC) and the New York Panel on Climate Change (NPCC).
Sea Level Rise Maps (2050s 100-year Floodplain This is the 100-Year Floodplain for the 2050s based on FEMA's Preliminary Work Map data and the New York Panel on Climate Change's 90th Percentile Projects for Sea-Level Rise (31 inches). Please see the Disclaimer PDF for more information. Data Provided by the Mayor's Office of Long-Term Planning and Sustainability (OLTPS) on behalf of CUNY Institute for Sustainable Cities (CISC) and the New York Panel on Climate Change (NPCC).
Sea Level Rise Maps (2050s 500-year Floodplain) This is the 500-Year Floodplain for the 2050s based on FEMA's Preliminary Work Map data and the New York Panel on Climate Change's 90th Percentile Projects for Sea-Level Rise (31 inches). Please see the Disclaimer PDF for more information. Data Provided by the Mayor's Office of Long-Term Planning and Sustainability (OLTPS) on behalf of CUNY Institute for Sustainable Cities (CISC) and the New York Panel on Climate Change (NPCC).
2050s Mean Sea Level 2050s Future Mean Sea Level projections released by the NPCC March 2019.
2080s Mean Sea Level 2080s Future Mean Sea Level projections released by the NPCC March 2019.
2100s Mean Sea Level 2100s Future Mean Sea Level projections released by the NPCC March 2019.
2020s Mean Monthly High Water 2020s Future Mean Monthly High Water (MMHW) projections released by the NPCC March 2019.
2050s Mean Monthly High Water 2050s Future Mean Monthly High Water (MMHW) projections released by the NPCC March 2019.
2080s Mean Monthly High Water 2080s Future Mean Monthly High Water (MMHW) projections released by the NPCC March 2019.
2100s Mean Monthly High Water 2100s Future Mean Monthly High Water (MMHW) projections released by the NPCC March 2019.

Additional Data Related to Flood Risk

Dataset Description
Building Elevation and Subgrade (BES) The Building Elevation and Subgrade data contains New York City building centroids derived from the Department of Building's (DOB) February 26th, 2022 building footprint dataset. Each record contains a grade and first floor measurement for each building (recorded as feet above sea-level in the NADV88 vertical datum) and indicates if subgrade space exists. DCP contracted with an external data vendor to generate a single point, or centroid, that represented the location of the center of every building recorded in the DOB dataset. The dataset excluded the footprints of small accessory buildings such as sheds. Each row within the dataset represents one building centroid, and records the X and Y coordinates of that centroid in the NAD 1983 coordinate system.
DEP Green Infrastructure NYC Green Infrastructure Program initiatives. Green infrastructure (GI) collects stormwater from streets, sidewalks, and other hard surfaces before it can enter the sewer system or cause local flooding. The GI practice data contained in this dataset includes the location, program area, status, and type of GI.
311 Service Requests from 2010 to Present All 311 Service Requests from 2010 to present. This information is automatically updated daily. One of the descriptors is Street Flooding.
1 foot Digital Elevation Model (DEM) NYC 1foot Digital Elevation Model: A bare-earth, hydro-flattened, digital-elevation surface model derived from 2010 Light Detection and Ranging (LiDAR) data. Surface models are raster representations derived by interpolating the LiDAR point data to produce a seamless gridded elevation data set. A Digital Elevation Model (DEM) is a surface model generated from the LiDAR returns that correspond to the ground with all buildings, trees and other above ground features removed. The cell values represent the elevation of the ground relative to sea level. The DEM was generated by interpolating the LiDAR ground points to create a 1 foot resolution seamless surface. Cell values correspond to the ground elevation value (feet) above sea level. A proprietary approach to surface model generation was developed that reduced spurious elevation values in areas where there were no LiDAR returns, primarily beneath buildings and over water. This was combined with a detailed manual QA/QC process, with emphasis on accurate representation of docks and bare-earth within 2000ft of the water bodies surrounding each of the five boroughs.
DEP's Citywide Parcel-Based Impervious Area GIS Study NOTE: This file includes data for all 5 boroughs and has a size of 4.60 GB. Individual borough files are available for download from the metadata attachments section. Citywide Geographic Information System (GIS) land cover layer that displays land cover classification, plus pervious and impervious area and percentage at the parcel level, separated into 5 geodatabases, one per borough. DEP hosted a webinar on this study on June 23, 2020. A recording of the webinar, plus a PDF of the webinar presentation, accompany this dataset and are available for download. This citywide parcel-level impervious area GIS layer was developed by the City of New York to support stormwater-related planning, and is provided solely for informational purposes. The accuracy of the data should be independently verified for any other purpose.
Building Footprints Shapefile of footprint outlines of buildings in New York City.
Primary Land Use Tax Lot Output - Map (MapPLUTO) Extensive land use and geographic data at the tax lot level in GIS format (ESRI Shapefile). Contains more than seventy fields derived from data maintained by city agencies, merged with tax lot features from the Department of Finance’s Digital Tax Map, clipped to the shoreline.

Resources

I also created a repository that demonstrates how to use flood hazard layers for New York City using the Python programming language.

Say Hello!

Contact information:
Twitter: markbauerwater
LinkedIn: markebauer
GitHub: mebauer

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A Collection of Flood Datasets on NYC Open Data.


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