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DATA DRIVEN DESIGN AT A CITY SCALEUrban Land Institute’s Regional Council of Mayors ◦ May 8, 2017
Rick Carter, FAIA, LEED AP Fellow ◦ Senior Vice President, LHBBecky Alexander, AIA, WELL AP ◦ Architect & Researcher, LHB
BUILDINGS AND LIGHTING
ENVIRONMENTAL MANAGEMENT
ECONOMIC AND COMMUNITY DEVELOPMENTLAND USE TRANSPORTATION
METRICS
ENERGY (IN BTUS): electricity, natural gas, and district energy consumed citywide (subdivided into residential and commercial/industrial)
WATER (IN GALLONS): potable water consumed citywide (subdivided into residential and commercial/industrial)
WASTE (IN POUNDS): citywide municipal solid waste managed via recycling, composting, combustion, and landfilling (prorated from countywide data)
TRAVEL (IN VEHICLE MILES TRAVELED): on-road distance traveled within city limits
GREENHOUSE GAS EMISSIONS (IN TONNES CO2E): citywidegreenhouse gas emissions associated with each of the four indicators
DEMOGRAPHICS
All data is reported both as a total as well as in units/capita. Residential data is reported in units/household, and Commercial/Industrial data is reported in units/job
AREA
City Area (sf)
WEATHER
Heating Degree DaysCooling Degree DaysPrecipitation (in)
COST (IN DOLLARS): cost estimates associated with each of the four indicators
COMMON METRICS
TOTAL ENERGY USE(kBtu/capita/day)
ENERGY USESAINT LOUIS PARK – WEATHER NORMALIZED
Commercial/Industrial Residential
Electricity Natural Gas RII Average
Electricity Natural Gas RII AverageRII Average
279 274 280 276 282
263 260 259 256
0
50
100
150
200
250
300
2007 2008 2009 2010 2011 2012 2013 2014 2015
kBtu
/per
son/
day
182 200 201 189 196 185 179 180 182
0
50
100
150
200
250
300
'07 '08 '09 '10 '11 '12 '13 '14 '15
kBtu
/job
/day
COM./IND. ENERGY
215 221 222 221 224 206 214 215 206
0
50
100
150
200
250
300
'07 '08 '09 '10 '11 '12 '13 '14 '15
kBtu
/hou
seho
ld/d
ay
RESIDENTIAL ENERGY
232245
293
328
288
233
168
220 227
334
214
265 276 270255 259 258
300284
319 328 336 337
438
0
50
100
150
200
250
300
350
400
450
500
Min
neap
olis
Sain
t Pa
ul
Roch
este
r
Dul
uth
Bem
idji
Rich
fiel
d
Hop
kins
Sain
t Lo
uis
Park
Sain
t A
ntho
ny
Edin
a
Falc
on H
eigh
ts
Map
lew
ood
Whi
te B
ear
Lake
Coon
Rap
ids
Oak
dale
Bloo
min
gton
Burn
svill
e
Shor
evie
w
Eaga
n
Eden
Pra
irie
Min
neto
nka
Woo
dbur
y
Rose
mou
nt
Lake
Elm
o
RII AVERAGE, 266
KBTU/HOUSEHOLD/DAY – 2007-2013 AVERAGE
CENTRAL/STAND-ALONE CITIES
253INNER-RING SUBURBS
253OUTER-RING SUBURBS
292
RESIDENTIAL ENERGY USE
TOTAL POTABLE WATER USE (gallons/capita/day)
WATER USESAINT LOUIS PARK
Commercial/Industrial Residential RII Average
125
116 121
109 107
111
98 92 94
0
20
40
60
80
100
120
140
2007 2008 2009 2010 2011 2012 2013 2014 2015
gallo
ns/p
erso
n/da
y
46 54 52 48 46 45
38 40 39
0
10
20
30
40
50
60
70
80
'07 '08 '09 '10 '11 '12 '13 '14 '15
gallo
ns/j
ob/d
ay
COM./IND. WATER
165 148 157 137 137
148 134
120 126
020406080
100120140160180
'07 '08 '09 '10 '11 '12 '13 '14 '15
gallo
ns/h
ouse
hold
/day
RESIDENTIAL WATER
55
33
5863
4844
49
7570 72
96
3741
67
95
74
8577 76
90
48
99
87
9994
4234
0
25
50
75
100
125
Min
neap
olis
Sain
t Pa
ul
Roch
este
r
St.
Clou
d
Dul
uth
Bem
idji
Rich
fiel
d
Hop
kins
Sain
t Lo
uis
Park
Sain
t A
ntho
ny
Edin
a
Falc
on H
eigh
ts
Map
lew
ood
Whi
te B
ear
Lake
Coon
Rap
ids
Oak
dale
Bloo
min
gton
Burn
svill
e
Shor
evie
w
Eaga
n
Kass
on
Eden
Pra
irie
Min
neto
nka
Woo
dbur
y
Rose
mou
nt
Elk
Rive
r
Lake
Elm
o
RII AVERAGE, 63
GALLONS/CAPITA/DAY – 2007-2013 AVERAGE
CENTRAL/STAND-ALONE CITIES
49INNER-RING SUBURBS
67OUTER-RING SUBURBS
85
RESIDENTIAL WATER USE
MN AVERAGE*, 68
US AVERAGE*, 98
*State and national data for 2005 from U.S. Geological Survey
TOTAL VEHICLE MILES TRAVELED(VMT/capita/day)
VEHICLE TRAVELSAINT LOUIS PARK
26.3 25.3 25.7 25.9 25.8 25.8 25.3
24.6
0
5
10
15
20
25
30
2007 2008 2009 2010 2011 2012 2013 2014
VMT/
pers
on/d
ay
17 19 1922 22 21
28
18
26
10
29
17
2725 24 25
40
26 25
31
9
26
37
2523
34
48
0
10
20
30
40
50
Min
neap
olis
Sain
t Pa
ul
Roch
este
r
St.
Clou
d
Dul
uth
Bem
idji
Rich
fiel
d
Hop
kins
Sain
t Lo
uis
Park
Sain
t A
ntho
ny
Edin
a
Falc
on H
eigh
ts
Map
lew
ood
Whi
te B
ear
Lake
Coon
Rap
ids
Oak
dale
Bloo
min
gton
Burn
svill
e
Shor
evie
w
Eaga
n
Kass
on
Eden
Pra
irie
Min
neto
nka
Woo
dbur
y
Rose
mou
nt
Elk
Rive
r
Lake
Elm
o
VEHICLE MILES TRAVELEDVMT/CAPITA/DAY – 2007-2013 AVERAGE
RII AVERAGE, 23.1
MN AVERAGE, 29.7US AVERAGE, 26.6
CENTRAL/STAND-ALONE CITIES
18.7INNER-RING SUBURBS
25.5OUTER-RING SUBURBS
29.6
TOTAL WASTE PRODUCTION(pounds/capita/day)
WASTESAINT LOUIS PARK
Recycled
Incinerated
Landfilled
RII Average
REGIONAL INDICATORS AVERAGE7.5
6.86.4 6.3 6.2 6.2 6.1 6.1
5.9
0.0
1.0
2.0
3.0
4.0
5.0
6.0
7.0
8.0
2007 2008 2009 2010 2011 2012 2013 2014 2015
poun
ds/p
erso
n/da
y
TOTAL GHG EMISSIONS(tonnes CO2e/capita/year)
USAVERAGE (2011) – 17.3WORLD AVERAGE (2011) – 4.9
0
2
4
6
8
10
12
14
16
18
2007 2008 2009 2010 2011 2012 2013
tonn
es C
O2e
/per
son
7-YEAR TRENDSGREENHOUSE GAS EMISSIONS
Waste Air Travel RII AverageEnergy Vehicle Travel Wastewater
6%
1%
67%
25%
1%
REGIONAL INDICATORS AVERAGE
TONNES CO2E/CAPITA/DAY - 2012
CENTRAL/STAND-ALONE CITIES
74%INNER-RING SUBURBS
64%OUTER-RING SUBURBS
61%
GREENHOUSE GAS EMISSIONS
AVERAGE % OF GHGEMISSIONS FROM ENERGY
ENERGY
VMT
WASTE
AIR TRAVEL
WASTEWATER
GHG EMISSIONS FROM:
0
5
10
15
20
25
30
Min
neap
olis
Sain
t Pa
ul
Roch
este
r
Dul
uth
Rich
fiel
d
Hop
kins
Sain
t Lo
uis
Park
Sain
t A
ntho
ny
Edin
a
Falc
on H
eigh
ts
Map
lew
ood
Whi
te B
ear
Lake
Coon
Rap
ids
Oak
dale
Bloo
min
gton
Shor
evie
w
Eaga
n
Eden
Pra
irie
Min
neto
nka
Woo
dbur
y
Rose
mou
nt
Lake
Elm
o
REGIONAL INDICATORS INITIATIVE | NEXT STEPS
Support integration of energy plans into 2040 Comprehensive Planning process for Twin Cities metro area cities:• Develop tools to assist cities in comprehensive planning
– Case studies– A wedge diagram tool– Energy planning templates
• Provide workshops on energy planning tools to local governments in the Twin Cities area
Expand program to be statewide: • Develop an online database for expanded and ongoing tracking• Provide data and support to cities across the state• Identify trends and advocacy opportunities
http://www.regionalindicatorsmn.com/energy-planning
• Bemidji• Bloomington• Burnsville• Coon Rapids• Duluth• Eagan• Eden Prairie• Edina• Elk River• Falcon Heights• Hopkins• Kasson• Lake Elmo• Maplewood• Minneapolis• Minnetonka• Oakdale• Richfield• Rochester• Rosemount• Shoreview• Saint Anthony• St. Cloud• St. Louis Park• St. Paul• White Bear Lake• Woodbury
CITIES
PARTNERS
DATA SOURCESPUBLIC AND PRIVATE UTILITIESAnoka Municipal UtilityBeltrami Electric CooperativeCenterPoint EnergyConnexus EnergyDakota Electric AssociationDuluth Comfort SystemsDuluth Steam CooperativeElk River Municipal UtilitiesGreat River EnergyHennepin Energy Recovery CenterMinnesota Energy ResourcesMinnesota PowerMinnesota Valley Electric CooperativeNRG EnergyOlmsted County Waste to Energy FacilityOtter Tail Power CompanyPeople’s Energy CooperativeRochester Public UtilitiesSt. Paul District EnergyUniversity of Minnesota (Southeast Steam)
Western Lake Superior Sanitation DistrictXcel Energy
STATE AND LOCAL GOVERNMENTDuluth Port AuthorityHennepin CountyMetropolitan Airports CommissionMetropolitan Council of the Twin CitiesMinnesota Department of AdministrationMinnesota Department of Employment and Economic DevelopmentMinnesota Department of Natural ResourcesMinnesota Department of TransportationMinnesota Pollution Control AgencyRochester International AirportU.S. Energy Information AdministrationUniversity of Minnesota
OTHERDegree Days.netICLEI Local Governments for Sustainability
http://www.regionalindicatorsmn.com/
REGIONAL INDICATORS INITIATIVE
A challenge, assistance & recognition program for accelerating
sustainability actionswww.MnGreenStep.org
31 out of 53 RCM Cities are GS Cities
www.MnGreenStep.org
9 Apple Valley9 Arden Hills9 Burnsville9 Coon Rapids9 Crystal9 Eagan9 Eden Prairie9 Edina9 Falcon Heights9 Fridley9 Golden Valley
9 Hopkins9 Inver Grove
Heights9 Lake Elmo9 Mahtomedi9 Maple Grove9 Maplewood9 New Hope9 Oakdale9 Richfield9 Rochester
9 Rosemount9 Roseville9 Saint Louis Park9 Saint Paul9 Shoreview9 Shorewood9 St. Anthony9 Victoria9 White Bear Lake9 Woodbury
Developed by and for Cities
• 2007: “Green” Star City concept emerges @ CERTs, GPI, Hunt Utilities Group
• 2008: Legislature asks for a report
• 2009: Advisory & technical committees convened
• 2010: Program launch @ League of MN cities conference
• 2012, 2016: Awards from Environmental Initiative & University of MN
• 2016: Step 4 city performance metrics
“Good, better, best” completion
guidance
Reports from cities
Free expert assistance
• Most all of GreenStep’s 170 actions are city investments like Jordan’s, ordinancechanges, and collaborative work with businesses & citizens
• But comp plans give cities a once-in-10-year chance to lay the foundation for plans such as:• Energy plans• GHG plans• Resiliency plans
GreenStep Partners
Main Partners:• League of Minnesota Cities• Minnesota Pollution Control Agency• MN Environmental Quality Board• Great Plains Institute• Clean Energy Resource Teams (CERTs)• Minnesota Department of Commerce• Izaak Walton League – MN Division• Urban Land Institute – MN, & Regional Council of Mayors• Preservation Alliance of Minnesota
www.MnGreenStep.org
Celebration of Partnership
Environmental Initiative Annual Awards 2012
GreenStep Has Broad Uptake
• 109 cities; 3 tribes• 50% support GS with
a commission
• 42% of MN’s population
• Big (290k) & small (260) population
• Urban and rural
• 3,200 best practice actions recorded
www.MnGreenStep.org
GS city participation by city size
> 25,000
35 TOTAL CITIES IN MINNESOTA above 25,000 people
107 TOTAL205 TOTAL508 TOTAL
Best Practices (14 of 29)
• Living Streets• Mobility Options• City Fleets• Demand-Side Travel Planning
• Public Buildings• Private Buildings• New Buildings• Lighting & Signals• Building Redevelopment
• Comp Plans• City Growth• Mixed Uses• Auto-oriented Development• Design for Natural Resource Conservation
Best Practices (con’t)
• Sustainable Purchasing• Urban Forests• Stormwater• Parks & Trails• Water & Wastewater Facilities• Septic Systems• Solid Waste Reduction• Local Air Quality
• Benchmarks & Community Engagement• Green Business Development• Renewable Energy• Local Food• Business Synergies• Climate Adaptation & Community Resilience
Program Elements
Best practices: 29BP actions: 170Action rating: at 1,2,3 Stars [good, better, best]
# of cities @ recognition levels: • 31 @ Step 1: join• 50 @ Step 2: complete any 4/6/8 BPs [varies by city category]• 23 @ Step 3: complete 16 BPs with a few high priority ones• 6 @ Step 4 : report city performance metrics• 2 @ Step 5: show metric improvement
City categories [capacities]: A, B, C
www.MnGreenStep.org
Measuring Impact:Regional Indicators Initiative
Measuring Impact: Step 4/5 Metrics
www.MnGreenStep.org
Metric #4: Infrastructure for Walking & Biking
� % of housing within 1 mile of a bike route� WalkScore for your city or downtown� Miles of new or reconstructed
sidewalks & trails last year
Philipp MuessigGreenStep Cities Program Coordinatorat the MPCA ¾ Click “Contact” on GreenStep home page
Questions, Comments
www.MnGreenStep.org
Regional Council of Mayors
May 8, 2017
• Protect reliability, jobs and community investment
• Add cleaner natural gas-powered generation
• Leverage affordable, renewable energy
• Reduce emissions• Commitment to carbon-free
nuclear
Our Plan
Sherco 2 Monticello Sherco 3Prairie Island 2
2023 2026 2030 2033 2034 2037 2040
Sherco 1 Prairie Island 1 A.S. King
Baseload Fleet TransitionGuided by Resource Plan
• New wind acquisition
– 1,550 MW
– Ownership of 1,150 MW—Steel for Fuel
– Federal production tax credit
– Cost-competitive with natural gas
– Cost-effective renewables
Economic Value of Wind Energy
Steel for FuelWind displaces other resources
Production Cost by Resource Type
$15
$45$25 $25
$65$75
$40$25
$55
$35 $35
$75
$150
$45
Dollars per MWh
NewWind
NewUtility-Scale
Solar
Coal Combined-Cycle
CombustionTurbine
Biomass& CommunitySolar Gardens
Nuclear
Coal15%
NaturalGas22%
Nuclear28%
Wind25%
Solar8%Other
2%
20302015
Coal34%
NaturalGas15%
Nuclear28% Wind
14%Other9%
Upper Midwest Energy Mix
Thank you
CALL TO ACTION
City OperationsCommunityBeyond
Incorporate climate planning into your comprehensive plans and develop a separate climate action plan.
Pursue community-wide programs and policies.
Advocate for state-level action.
QUESTIONS?
Rick Carter | Senior Vice President, LHBBecky Alexander | Architect & Researcher, LHB Philipp Muessig | Program Coordinator, Minnesota GreenStep Cities, MPCAPJ Martin| Director of Resource Planning, Xcel EnergyKevin Schwain | Director of Product Strategy and Development, Xcel EnergyMark Donahue | Vice President & General Manager, Mortenson