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This presentation premiered at WaterSmart Innovations watersmartinnovations.com

This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

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Page 1: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

This presentation premiered at WaterSmart Innovations

watersmartinnovations.com

Page 2: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

City of Phoenix Water Services Department

EVALUATING WATER CONSERVATION

POTENTIAL WITHIN THE MULTIFAMILY

SECTOR

Page 3: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

Why study multifamily water demand?

Background of multifamily developments in Phoenix Types and Trends

Multifamily Data Analysis Data obstacles and complexitiesWater use analysis

What we learned and what is the next phase of research?

OVERVIEW

Page 4: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

To gain a better understanding of multifamily water use Needed a better understanding of basic information (per unit use over time) Information for tracking multifamily is complicated - not just the one-to-one

relationship like single family (one meter to one residence)

Where were we at? Water consumption trends for existing multifamily developments (pre-1995)

Where are we at? Changes in water consumption for existing multifamily developments Water consumption for newer multifamily developments (post-1995)

How low can we go? High efficiency indoor and outdoor fixtures Landscape changes – lush vegetation to xeriscape

Inform our future water demand forecasts and projections for water resource planning

WHY STUDY MULTIFAMILY WATER DEMAND?

Page 5: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

Average annual rainfal l 7-8 inches

Total Population– 1,502,287

Service Area – 540 square miles

Approximately 2450 developments in database Rental Units – 1500 developments Condominiums – 950 developments

Mult ifamily housing sector accounts for roughly 15% of total water use for Phoenix

PHOENIX CHARACTERISTICS

LegendCity of Phoenix

Page 6: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

DEVELOPMENT TYPES

Page 7: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

ICI sectors have similar end use characteristics Hospitality (extended stay) Retirement Communities Timeshare Dormitories Correctional Facilities Mixed-use (residential/retail)

POTENTIAL MULTIFAMILY SUBSECTORS

Page 8: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

DEVELOPMENTS TYPESMARICOPA COUNTY ASSESSOR DATA

CATEGORIES

Rental Units

5-24 Units

25-99 Units

100+ Units

Duplex, Triplex, Fourplex

Mobile Homes

Condo

Multifamily

Townhouses

Condo/Townhouses

Condo/Townhouse built as separate SF

Condo(High Rise)

Categories used by Phoenix for analysis

Page 9: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

Rental Units Unified ownership – records aggregated to development Communal space – pool, clubhouse, laundry facility (newer have in-unit

laundry), landscaped areas, playgrounds Master metered properties Developments with pools 48 % of rental units – some developments have multiple pools

Development with cooling towers 4% of rental units - median build age 45 years old (tend to be older or high rise)

Condominiums Owner-occupied – individual records Combination of townhouse, row houses, patio homes and high-rise Both communal and private space – can have a combination of private and

common pools/landscape within a development Both individually and master metered properties Developments with cooling towers – generally high rise 3% of condominium developments

Developments with pools 75% of condominiums – some development have both common and private pools

DEVELOPMENT CHARACTERISTICS

Page 10: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

DEVELOPMENT TRENDS

Developments Built by Decade

0

5

10

15

20

25

30

35

Pre-1940 1940-1949 1950-1959 1960-1969 1970-1979 1980-1989 1990-1999 2000-2009 2010-2015

Perc

ent D

evel

opm

ent

Condo Rental

95% of Condo’s were built between 1960-2009

79% of Rental’s were built between 1960-1989

Page 11: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

DEVELOPMENT TRENDS

Number of Units by Decade

0

5000

10000

15000

20000

25000

30000

35000

40000

45000

50000

Pre-1940 1940's 1950's 1960's 1970's 1980's 1990's 2000's

Units

Condo Rental

Large inventory –overbuild of rental units

in the 1980’s

Page 12: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

DEVELOPMENT TRENDS

0

10

20

30

40

50

60

70

80

90

100

Pre-1940 1940-1949 1950-1959 1960-1969 1970-1979 1980-1989 1990-1999 2000-2009 2010-2015

PER

CEN

T O

F D

EVEL

OPM

ENTS

5-9 Units 10-15 Units 16-50 Units 51-100 Units 100-200 Units 200+

Rental Unit Type by DecadeNewer rental development consist of more units.

Existing rental developments consist of fewer units.

Page 13: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

DEVELOPMENT TREND BY AVERAGE UNIT SIZE

0

500

1,000

1,500

2,000

2,500

3,000

Standard Unit Size (60’s to 80’s)

Sample of Developments (post-1998) in Phoenix

Uni

t Siz

e (s

q. ft

.)

Page 14: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

DEVELOPMENT TREND BY PLUMBING FIXTURE COUNT

0

5

10

15

20

25

30

Old Expected MF Count

Expected Single Family Count

Num

ber o

f Fix

ture

s

Sample of Developments (post-1998) in Phoenix

Page 15: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

Data Complexities Multiple Sources different structures and formats

Association between parcels, water meters and multifamily developments Different types of relationships between parcels and meters One to one, one to many, many to many

DATA COMPLEXITIES

One to One One to Many Many to Many

Page 16: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

DATA OBSTACLESUSING GIS TO CREATE

MULTIFAMILY DEVELOPMENTS

Meters not associated with all

parcels in development

Dissolved into single

development

Individual Parcels

Page 17: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

WATER USE TRENDS

Number of Units versus Aggregate Water Use (Rental Units)

0

20000

40000

60000

80000

100000

120000

140000

0

1000

2000

3000

4000

5000

6000

7000

8000

9000

10000

Num

ber o

f Uni

ts

Mill

ion

Gal

lons

Total Water Use Units

Page 18: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

WATER USE TRENDS

0

1000

2000

3000

4000

5000

6000

0

10000

20000

30000

40000

50000

60000

Mill

ions

Gal

lons

Num

ber o

f Uni

ts

Total Water Use Units

Number of Units versus Aggregate Water Use (Condo’s)

Page 19: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

WATER USE TRENDS

0

50

100

150

200

250

300

1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014

GPD

per

Uni

t

Pre-1995

Historical Average Water Use (Multifamily Developments pre-1995)

Page 20: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

LANDSCAPE ANALYSIS

Multifamily Landscapes

Page 21: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

LANDSCAPE ANALYSIS

Landscapes are changing over time Shift from turf to more

arid landscape Shift from pool to no

pools

How many developments are changing and at what rate?

Is the transition in landscape more dominant in different multifamily development types?

2010 2014

Lush vegetation with turf Arid landscape with a few trees

Page 22: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

LANDSCAPE ANALYSISEVALUATING LANDSCAPE TRANSITIONS

Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high resolution, 4-band imagery

Categorizing based on landscape characteristics Vegetation amount, vegetation type, presence/size of pool

• Turf = 279 m2

• Trees = 46 m2

• Pools = 44 m2

• Parcel = 1669 m2

Page 23: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

LANDSCAPE ANALYSIS

Evaluating Landscapes in Multifamily over Time

0

100000

200000

300000

400000

500000

600000

700000

800000

900000

2010 2013

m2

Total Turf Area

0

500000

1000000

1500000

2000000

2500000

3000000

3500000

4000000

2010 2013

CCF

Total Water Consumption

*Preliminary data for overall trend – still calibrating methods and analyzing data

Sample of 580 multifamily developments rental and

condominium

Using the calculated vegetation area from remote sensing to compare overall trends temporally and

spatially

Page 24: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

Include site specific data Site visits/audits

occupancy rates, number of residents, types of fixtures, amenities (pools, laundry, etc.)

Datalogging Differentiate fixture types

Landscape characteristics landscape classification

Imagery analysis/coding system

Expand inventory for multifamily subsectors

Refine water demand forecasts

ONGOING/FUTURE RESEARCH

Page 25: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

What we know? Majority of multifamily developments are older (in age), smaller (average unit

size) and have fewer total number of units (50 or less units)

Newer developments tend to be larger (average unit size), more total number of units per development (100+) and generally have more efficient fixtures (due to efficiency standards)

Multifamily water consumption is gradually declining even with an increase in the number of units and/or developments

Existing developments (pre-1995) have a higher GPD per unit than newer developments (post-1995)

New developments tend to have less water intensive landscapes (more arid/sparse)

Existing developments appear to be transitioning from more water intensive to less intensive landscapes

WHAT WE KNOW?

Page 26: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

What’s Next? Delve deeper into the key drivers of water decline Appliances, fixtures, landscaping

How fast are existing developments replacing inefficient fixtures?

How fast are developments changing to even more efficient standards (products on the market that exceed current efficiency standards)?

What are the drivers behind the transition to less water intensive landscapes (arid)?

WHAT IS THE NEXT PHASE?

Page 27: This presentation premiered at WaterSmart Innovations€¦ · Determining landscape characteristics using aerial imagery – remote sensing/visual interpretation Multiple year, high

City of Phoenix Water Services Department

EVALUATING WATER CONSERVATION

POTENTIAL WITHIN THE MULTIFAMILY

SECTOR

Jamie Campbell Planner II

[email protected]