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Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE [email protected] Ryan O’Banion [email protected]

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Page 1: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Streamlined Data Visualization and Analyticsfor Smart Stormwater ManagementMatthew Zelin, PE [email protected]

Ryan O’Banion [email protected]

Page 2: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Importance of Storm Characteristics

Depth

Intensity

Frequency

Duration

Page 3: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Storm Characteristics are Changing

► Is this the New Normal?Channel 1 News

Page 4: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Stormwater Challenges are Changing

Page 5: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Data are Changing

Daily Continuous

SingleDownload Data Service

Frequency:

Availability:

Page 6: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Potential Data Sources

• USGS• Flow• Water level• Precipitation• Water quality

• NOAA• Historical precipitation• Atlas 14 analysis• Precipitation forecast

• EPA• Water quality (WQP)

• Local Records• MS4 sampling• Biological sampling• Drainage complaints• Maintenance records

• And More…

Page 7: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

USGS Precipitation Gage Network

Page 8: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Native Data not Necessarily User-Friendly

10 Years of 15-Minute Data

350,000 Records

10,000 – 20,000Typical Records with Rainfall

0.75 milesof printed pages

Page 9: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Analysis Tool Objectives

Streamline analysis

Support association with varied datasets

Facilitate regular updates

Visualize results

Page 10: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Framework for Analysis

Power BI

Rainfall record

Separate and characterize storm events Connect and

visualize data sources

• Atlas 14 DDF

• Forecast

Page 11: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Defining Storm Events

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Page 12: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Historical Storm Overview

Page 13: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com
Page 14: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Better Understanding Storm Characteristics

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Page 15: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Better Understanding Storm Characteristics

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Page 16: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Better Understanding Storm Characteristics

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Page 17: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Better Understanding Storm Characteristics

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Duration Max Depth

30-min 1.63”

60-min 2.23”

2-hr 2.85”

6-hr 3.68”

12-hr 3.71”

24-hr 3.71”

Page 18: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

NOAA Atlas 14 Comparisons

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Duration Max Observed

1-yr Depth

2-yr Depth

5-yr Depth

10-yr Depth

30-min 1.63” 1.10” 1.31” 1.56” 1.76”

60-min 2.23” 1.37” 1.64” 2.00” 2.29”

2-hr 2.85” 1.60” 1.92” 2.36” 2.73”

6-hr 3.68” 2.04” 2.45” 3.03” 3.53”

12-hr 3.71” 2.41” 2.89” 3.59” 4.20”

24-hr 3.71” 2.87” 3.47” 4.35” 5.04”

Page 19: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Filtering Storm Characteristics

Page 20: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com
Page 21: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Comparing to NOAA Atlas 14

Observed Storms

NOAA Atlas 14Depth, Duration, Frequency

- Less Than

+ Greater Than

Page 22: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com
Page 23: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com
Page 24: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Context for Forecast Rainfall

Page 25: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com
Page 26: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com
Page 27: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com
Page 28: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com
Page 29: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Visualizing Receiving Water Quality

Page 30: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Associating Water Quality and Storms

Page 31: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Connecting with Other Data

IncidentTime

StormTime

StormCharacteristics

Page 32: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Connecting with Other Data

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Page 33: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Drainage Complaints

Page 34: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Sanitary Sewer Overflows

Page 35: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Connecting with Other Records

• What storms trigger flooding?• Drainage complaints• Road closures

• When and where is post-storm maintenance needed?• Drainage complaints• CMMS work order data

• What are the water quality impacts?

Page 36: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Conclusions

• Data are available to better understand changing storms• These data can provide valuable context for:

• Communication with municipal staff, elected officials, and the public• Long-term capital improvement and maintenance planning• Near-term maintenance efforts

• Supplement for future climate projections• Opportunities exist to incorporate other data and better

understand broad array of stormwater issues

Page 37: Streamlined Data Visualization and Analytics for Smart ...€¦ · Streamlined Data Visualization and Analytics for Smart Stormwater Management Matthew Zelin, PE mzelin@hazenandsawyer.com

Streamlined Data Visualization and Analyticsfor Smart Stormwater ManagementMatthew Zelin, PE [email protected]

Ryan O’Banion [email protected]