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October 10, 2018 Tackling Harmful Algal Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics
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Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Jul 14, 2020

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Page 1: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

October 10, 2018

Tackling Harmful Algal Blooms with Smart

Technology

Robert CzachorskiOHM Advisors / H2Ometrics

Page 2: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Overview

• CWA’s internet of H2O Challenge Overview

• Nutrient Monitors

• Telemetry Solution

• Data Analytics

• Next Steps

Page 3: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Causes

• heavy spring runoff

• nutrients (N and P)

• warming temperatures

• weak lake circulation

• clear water

Page 4: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Harmful Algal Blooms (HABs)

Page 5: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Challenges in the Midwest

GLWA WRRF: P Discharge Limits

Toledo OH, “Do not drink” advisory in 2014

Page 6: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

October 3rd, 2015

Rivers: behave like lakes at low flow

Page 7: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Internet of H2O Competition

…bringing next-generation networking, detection, and analytics technology to

bear on nutrient monitoring in Lake Erie

Page 8: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Challenges to Nutrient

Management

Affordable Nutrient

Monitoring

Continuous Data

Timing Depth of Fertilizer Application

Climate Change

In-Stream Erosion

Soil Nutrient Testing

Page 9: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Challenges to Phosphorus

Management

Affordable Nutrient

Monitoring

Continuous Real-time

Data

Timing Depth of Fertilizer Application

Climate Change

In-Stream Erosion

Soil Nutrient Testing

Page 10: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Challenge Goals1) Affordable Nutrient Monitoring, 2) Data Available in Real Time

One Month Pilot Study:Phosphate,

Nitrate

Push Data to Cloud in Real Time

Data Analysis Package

Open Source

Platform

• $50,000 prize money• Pitch: EPA, Ohio EPA,

Great Lakes Protection Fund, USGS

Page 11: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Traditional Grab Sampling

0

50

100

150

200

250

5/1 5/8 5/15 5/22 5/29

0

50

100

150

200

250

5/1 5/8 5/15 5/22 5/29

Continuous, Real-Time Data Collection

Page 12: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Team Overview

Systems integration and data analysis

Nutrient detection technology

Telemetry and data acquisition

Cloud data analytics platform

Page 13: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Mentors

Tim Davis Team MentorBowling GreenState University

Laura Johnson Pilot deployment Heidelberg assistanceUniversity

Ed Verhamme GLOS AssistanceLimnoTech

Page 14: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Something important about this so look here

and read it.

Required Challenge Components

Water Quality Sensors

Remote Telemetry Unit (RTU)

Cloud-based Data Analytics Platform

Components:

Page 15: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

NuLAB Nutrient Monitoring System

YSI Sonde, Stage Monitor, Rain Gauge, Teloger

Cloud-based Data Analytics Platform

Great Lakes Automated Sampling Solutions and Evaluation System (GLASSES)

Page 16: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Something important about this

so look here and read it.

Rock Creek USGS Gauging StationTiffin, Ohio

Page 17: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Pilot Deployment

NuLAB Nutrient Monitor YSI Sonde with Turbidity

ISCO Creek Stage Monitor ISCO Rain Gauge

Page 18: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

NuLAB: Nutrient Analyzers

Page 19: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

NuLAB Nutrient Monitoring System

• Lab in a box

• Affordable: $10,000 for single channel SRP detector and $5,000 for each additional channel

• Highly collaborative manufacturer

• Measures SRP, N+N and Nitrite

Page 20: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Controller touch screen

Reagent and

OBS bags

Colorimetric

detectors

Rotary valve

Sample chamber

Syringes

NuLAB Nutrient Monitoring System

• Wet chemistry robot

• Measures on-board standard and sample in each cycle.

• One sample per hour for 3 parameters

• Analysis by well established colorimetric methods

Page 21: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

10/2 10/4 10/6 10/8 10/10 10/12 10/14 10/16

0.00

0.03

0.06

0.09

0.12

0.15

0.18

SRP

(m

g/L

)Soluble Reactive Phosphate (SRP)

[email protected]

Page 22: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Nitrate +Nitrite

Page 23: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Telemetry Solutions

Page 24: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

River Stage & Water Quality Telemetry

Telog Ru-33

Multi-Channel

Serial (RS-232/485) / Analog (Current) / Digital (Voltage)

Wireless

Cellular

Page 25: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Telog Ru-33

The Telog Ru-33 provides real-time monitoring and alarming

of instruments and sensors found in the harsh environment

of sewers and underground water vaults.

Telemetry

Page 26: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

ISCO 2150

Continuous Wave Doppler

Depth

Flow Metering

Page 27: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Water Quality Instruments

Page 28: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Rain Gauge Telemetry

Telog RG-32

Wireless Cellular

Telog RG-41

Wireless IoT

LoRA WAN

Page 29: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview
Page 30: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Overview

Page 31: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

H2Ometrics is cloud-basedwater resources data application

Page 32: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Water Sensor Time Series DataIs at the Heart of H2Ometrics

H2Ometrics Cloud Data

ServerSensor

Remote Telemetry Unit (RTU)

Page 33: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Great Tools Extract Value from Data

Visualization

Collaboration

Analytics

Editing

AlertsAnnotations

Page 34: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Designed by Water Resource Professionals for Scientists, Engineers and Analysts

Page 35: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Platform Design

Runs entirely in the web browser

Lightning fast performance

Mobile alerts and reports

Page 36: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Pilot Deployment Results

Page 37: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

0

200

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1400

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8/1 8/15 8/29 9/12 9/26 10/1010/24 11/7 11/21

Dis

char

ge (

cfs)

2.5 in

Rock Creek Discharge

0.75 in

Duration of the IoH2O Challenge

Page 38: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Stream Flow and Nutrient Concentrations

N+N

P

Stream Flow

Rainfall

3.0 mg/L

0.2 mg/L

0.75 in

21 cfs

24 hour delay

N+N and P peak together

Page 39: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

0

200

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1200

1400

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8/1 8/15 8/29 9/12 9/26 10/1010/24 11/7 11/21

Dis

char

ge (

cfs)

2.5 in

Rock Creek Discharge

0.75 in

Duration of the IoH2O Challenge

Page 40: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Stream Flow and Nutrient Concentrations

N+NP

Stream FlowRainfall

2.0 mg/L

2.2 mg/L

2.5 in 1325 cfs

8-11 hour delay

These dynamics only visible with high resolution observations

Page 41: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Cumulative Phosphorus Loading (lbs): Comparing Sampling Intervals

0

2

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6

8

10

12

14

9/17 9/27 10/7 10/17P

Cu

mu

lati

ve L

oad

(lb

s)NuLAB (Hourly) lbs NCWQR (Daily) lbs

NCWQR (Weekly) lbs

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P C

um

ula

tive

Lo

ad (

lbs)

NuLAB (Hourly) lbs NCWQR (Daily) lbs

NCWQR (Weekly) lbs

Page 42: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Cumulative Phosphorus Loading (lbs)

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3500

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Load

(lb

s)

Dis

char

ge (

CFS

)

Discharge (CFS) NuLAB (Hourly) lbs

Duration of the IoH2O

P driven by rain events.

Grab samples would completely miss rainfall dynamics.

Page 43: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Scaling PlanMaumee Watershed Example

100 Sites, 3 years

main pour point sites

upstream branches

Page 44: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

GLOSJudges:

“Bring next-generation networking and sensor technology to take on the challenge of monitoring and managing nutrients.”

Judge’s Feedback

1. Full end-to-end solution2. Checked all the boxes well

3. Technology is ready to deploy at scale

iH2O Challenge Winners

Page 45: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Where do we go from here?

Page 46: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Nutrient MonitoringFund BMPs that Deliver Results

Page 47: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Manage The Downstream Blues - Forecasting

Real-time data buys response time

Page 48: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Something important about this

so look here and read it.

E. coli Concentrations Related to River Discharge

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/20

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1/2

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/20

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/20

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/20

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01

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/20

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/20

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8/2

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/20

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/20

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/20

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/3/2

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/10

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/17

/20

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/24

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/20

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Dis

char

ge c

fs

Clinton River Discharge at Monitoring Location 68

1

10

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2/2

1/2

01

7

3/7

/30

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/40

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4/1

8/2

01

7

5/2

/50

17

5/9

/50

17

5/2

3/2

01

7

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0/2

01

7

6/6

/20

17

6/2

0/2

01

7

7/1

1/2

01

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7/2

5/2

01

7

8/1

/8/2

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8/1

5/2

01

7

9/5

/90

17

9/1

2/2

01

7

10

/30

/20

17

E. c

oli

MP

N/1

00

mL

Date

68 96 43 83 40.5 41

Page 49: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

1. Tryptophan as a real-time indicator of e.coli

2. Optical Brighteners as an indicator of source

New Tools = New Opportunities

Page 50: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

1. Tryptophan as an indicator of e.coli

• Tryptophan is an amino acid used in synthesis of proteins.

• Tryptophan and bacteria cell walls have the same UV absorption spectrum.

• Makes it easy to measure.• Measuring tryptophan can be used a

surrogate indicator for e.coli.

Page 51: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

CSO DISCHARGE

Page 52: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

2. Optical Brighteners as an indicator of human sewage

Page 53: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Tryptophan Alone

Animal Source

Tryptophan + Opt. Brighteners

Human Source

New Tools = New Opportunities

Page 54: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Something important about this

so look here and read it.

Rouge River StudyMiddle Rouge River USGS Gauging StationDearborn Heights, MI

Page 55: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

GOAL: Validate tryptophan and OBs are reliable indicators of bacteria

A. Bakeret al. / Science of the Total Environment 532 (2015) 14–19

Rouge River Study

Page 56: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Real-time Beach Updates

Know instantly when the beach is safe for swimmers with continuous e.coli monitoring

Page 57: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Monthly upload How Safe is the Water Today?

Public Outreach & Communication

Page 58: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Smart KayakCombining Technologies to Map Water Quality

Multi Probe Sonde

GPS Positioning 360o Camera

Page 59: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Complex Systems + New Tools = Insight

Conclusions

Page 60: Tackling Harmful Algal Blooms with Smart Technology...Blooms with Smart Technology Robert Czachorski OHM Advisors / H2Ometrics. Overview •WA’s internet of H2O hallenge Overview

Questions and Comments