sustainable building and area development
TRANSCRIPT
SUSTAINABLE BUILDING AND AREA DEVELOPMENTAccelerating the transtion through automated real estate sustainability assessment
Urban Land Institute Congress 2019.05.22
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
Metabolic’s mission is to transition the global economy to a fundamentally sustainable state.
CONSULTING THINK TANK VENTURES
NEIGHBORHOOD C
POPULATION:
5,380BUILT FORM:
LOWRISEUNEMPLOYMENT:
9%
NEIGHBORHOOD B
POPULATION:
18,425BUILT FORM:
HIGHRISEUNEMPLOYMENT:
11%
NEIGHBORHOOD A
POPULATION:
15,695BUILT FORM:
LOWRISEUNEMPLOYMENT:
16%
Cities are our future. To thrive, we must design local urban economies that are regenerative and waste-free by design. A circular approach to urban planning and development unlocks opportunities for resource savings, job creation, capacity building, civic engagement, healthier environments, and resilience to external shocks.
A TARGETED APPROACH TO THE CIRCULAR CITYCities are already leading the way by setting ambitious sustainability goals, but a successful future rests on translating these goals into actionable interventions.
The Metabolic Cities Program helps cities decide what, where, and how circular interventions can have the most impact and are the most cost-effective.In this program, we develop practical strategies towards a circular economy, taking the existing buildings, infrastructure, populations, and institutions as a point of departure. Our advanced spatial analysis approach works to understand the granular characteristics of city neighborhoods and highlights the different purposes each neighborhood can serve in achieving city-wide goals.
METABOLIC CITIES PROGRAMHelping cities to become inclusive, regenerative, and circular.
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
Fatal feedback loops
E.coli Growth Curve
Time (hrs)
No.
Via
ble
cells
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
Exponential times
Foreign Direct Investment
1998
US
Dolla
rs(B
ILLI
ON
)
17500
100
200
300
400
500
600
700
18001850
19001950
2000
Water Use
Km3 Y
r -1
17500
2000
4000
6000
18001850
19001950
2000
Paper Consumption
Tons
(MIL
LIO
N)
17500
50
100
150
200
250
18001850
19001950
2000
Population
Peop
le (B
ILLI
ON
)
17500
1
2
3
4
5
6
7
18001850
19001950
2000
Total Real GDP
1990
Inte
rnat
iona
lDo
llars
(1012
)
17500
15
30
45
18001850
19001950
2000
Damming of Rivers
Dam
s (TH
OUS
AND)
17500
4
8
12
16
20
24
28
18001850
19001950
2000
Fertilizer Consumption
Tonn
es o
f Nut
rient
s(M
ILLI
ON
)
17500
50
100
150
200
250
300
350
18001850
19001950
2000
Transport: Motor Vehicles
Num
ber (
MIL
LIO
N)
17500
200
400
600
800
18001850
19001950
2000
Atmosphere:CO2 Concentration
CO2
(ppm
v)
17500
300
340
360
18001850
19001950
2000
320
280
Climate: Nothern HemisphereAverage Surface Temperature
Tem
pera
ture
Anom
aly
(OC)
1750-0.5
0
0.5
1.0
18001850
19001950
2000
Ocean Ecosystems
Fish
erie
s Ful
lyEx
ploi
ted
(%)
17500
20
40
60
80
100
18001850
19001950
2000
Terrestrial Ecosystems: Loss of TropicalRain Forest and Woodland
% o
f 170
0 Va
lue
17500
5
10
15
20
25
30
35
18001850
19001950
2000
Atmosphere:Ozone Depletion
Loss
of T
otal
Colu
mn
Ozo
ne (%
)
17500
100
200
300
400
500
600
700
18001850
19001950
2000
Climate: Great Floods
Deca
dal F
lood
Freq
uenc
y
17500
0.01
0.02
0.03
0.04
18001850
19001950
2000
Global Biodiversity
Spec
ies E
xtin
ctio
ns(T
HO
USAN
D)
17500
10
20
30
18001850
19001950
2000
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
Population unaffected by Water shortages in 2020
Remaining Arable Land
Remaining Fish Stocks
Remaining Oil Reserves
Remaining Forest
Remaining Wetlands
Unextracted Copper
Remaining Natural Areas
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
Beyond zone of uncertainty (high risk)In zone of uncertainty (increasing risk)
Boundary not yet quantifiedBelow boundary (safe)
PLANETARY BOUNDARIESA safe operating space for humanity
Source: Steffen et al. Planetary Boundaries: Guiding human development on a changing planet, Science, 16 January 2015.Design: Globaia
dive
rsity
Geneti
c
dive
rsity
Func
tiona
l
Phosphorus Nitrogen
CHANGECLIMATEENTITIES
NOVEL
OZONE DEPLETION
STRATOSPHERICINTE
GRITY
BIOS
PHER
E
FRESHWATERUSE
BIOGEOCHEMICALFLOWS
OCEAN
ACIDIFICATION
ATM
OSPH
ERIC
AERO
SOL
LOAD
INGLAND - SYSTEM
CHANGE
Planetary boundaries
Source: Rockstromm et. al,Stockholm Resilience Centre
Beyond zone of uncertainty (high risk)In zone of uncertainty (increasing risk)
Boundary not yet quantifiedBelow boundary (safe)
PLANETARY BOUNDARIESA safe operating space for humanity
Source: Steffen et al. Planetary Boundaries: Guiding human development on a changing planet, Science, 16 January 2015.Design: Globaia
dive
rsity
Geneti
c
dive
rsity
Func
tiona
l
Phosphorus Nitrogen
CHANGECLIMATEENTITIES
NOVEL
OZONE DEPLETION
STRATOSPHERICINTE
GRITY
BIOS
PHER
E
FRESHWATERUSE
BIOGEOCHEMICALFLOWS
OCEAN
ACIDIFICATION
ATM
OSPH
ERIC
AERO
SOL
LOAD
INGLAND - SYSTEM
CHANGE
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
A systems approach1. All problems stem from a
smaller number of root causes
2. Exponential challenges can be addressed by exponential solutions
3. Using systems theory, we can find leverage points for lasting change
4. The circular economy is a framework that allows us to find true pathways to eco-economic decoupling
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
The global material flow: 2010
NORTH AMERICA
SOUTH AMERICA
EUROPE
AFRICA
MIDDLE EAST
ASIAOCEANIA
CENTRAL AMERICA
IRRIGATION (1,47 billion m3)
INDUSTRY (0,399 billion m3)
DOMESTIC (0,23 billion m3)
11 %
18 %
12 %
7 %
25 %
13 %
20 %
6 %
15 %
1 %4 %1 %5 %
2 %
16 %
11 %
1 %
39 %
29 %32 %
60 %
67 %
13 %
6 %
6 %
6 %
6 %
2 %2 %
1 %
16 %
4 %
26 %
3 %
8 %
FOOD (12 BT)
INDUSTRIAL MINERALS (2,5 BT)
CONSTRUCTION MINERALS (30,5 BT)
FEED (10,3 BT)
NON-FOOD CROPS (0,02 BT)
WASTE WATER(1.500 km3)
CHEMICALS (1,03 BT)MEDIUM-TERM STOCK
(2,36 billion tons)
LONG-TERM STOCK(32,1 billion tons)
INDUSTRIAL PRODUCTS (5,02 BT)
FIBER (0,02 BT)
TRANSPORT (1,85 BT)
OTHER (6,51 BT)
ANIMALS (0,15 BT)
15 %
MINERALS(33 billion tons)
FRESH WATER(2.1 billion m3)
ORES(15,6 billion tons)
BIOMASS(24,8 billion tons)
FOOD WASTE (2,19 BT)
METAL (0,218 BT)
PLASTIC (0,226 BT)
OTHER (0,365 BT) DUMPED (0,71 BT)
LANDFILLED (1,275 BT)
COMPOSTED (0,21 BT)
RECYCLED (0,41 BT)
INCINERATED (0,35 BT)
OTHER (0,365 BT)
PAPER (0,407 BT)
ORGANIC (0,88 BT)
NON-HAZARDOUS INDUSTRIAL (1,2 BT)
HAZARDOUS INDUSTRIAL (0,4 BT)
CONSTRUCTION WASTE (1,4 BT)
AUTOMOTIVE WASTE (0,083 BT)
WOOD (1,1 BT)
METALS (7,38 BT)
DISPERSED (28,7 billion tons)
SHORT TERM STOCK)(1,01 billion tons) MUNICIPAL SOLID WASTE
(3,4 billion tons)
NON MSW WASTE(7,8 billion tons)
FORESTRY (2,35 BT)
OIL (4,37 BT)
GAS (2,84 BT)
COAL (36,89 BT)
FOSSIL FUELS(44,1 billion tons)
ORE RESIDUES (4,7 BT)
THIS IS HOW LINEAR THE GLOBAL ECONOMY ACTUALLY IS:
The Global Metabolism Flow that was conducted by Metabolic in 2010 shows that we have extracted an estimated 71,8 billion tonnes of material from the Earth to fuel the global economy. These include: biomass (food, feed, forestry, and other), fossil fuels (coal, gas, oil, and other), ores, minerals (industrial and construction). Out of these: • Almost 11% is wasted prior to use (food and industrial waste). • An estimated 18% of approximately 3,4 billion tonnes of global Municipal Solid Waste is recycled or composted. An additional 10% is incinerated. The remainder is lost.
LEGEND:Biomass (food, feed, forestry, and other)
Fossil fuels (coal, gas, oil, and other)
Ores
Minerals (industrial and construction)
Fresh water
www.metabolic.nl@METABOLIC HQ
TOTAL GLOBAL MATERIAL FLOWS, 2010• Out of the total annual solid waste collection of 11,2 billion tonnes per year, only an estimated 6,2% is recovered in a form that has high utility for future use (recycling or composting). An additional 33% is recovered in a form that has low-medium utility for future use (downcycling or incineration).• Aside from these solid materials, the other largest “lost” flow is untreated wastewater: 80% of domestic and 70% of industrial wastewater streams remain untreated (184,4 km3 and 279,3 km3 respectively).
This immense material throughput and the inefficiencies of each stage of materials’ and products’ lifespans and the overall speed at which they are extracted are obviously too large and call for a radical rethinking of how the current system is designed. The linear “take, make, waste” model of production-consumption systems is self-evidently unsustainable, with the operation of some key industries being primarily responsible for the major biospheric and human wellbeing issues.
Reducing material throughput, increasing efficiency gains, and extending the useful lifespan of materials and products (both within a single product's life cycle and across product cascades), and closing resource loops is essential for fixing the global metabolism and changing the way the current economic system is functioning.
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
Intervention areas
The Food System Cities Manufacturing
Chemicals & Plastics Finance Buildings & Infastructure
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
& PRODUCE 60-80% OF GLOBAL GREENHOUSE GAS EMISSIONS
CITIES OCCUPY 3% OF GLOBAL LAND SURFACE
BUT CONSUME 75% OF GLOBAL RESOURCES
Cities as leverage points
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
THE LIFE CYCLE IMPACTS OF BUILDINGSEN
ERGY
NATIONALGOALS
LIFE CYCLEBREAK DOWN
NATIONALCONSUMPTION
DETAILEDBREAK DOWN
MAT
ERIA
LSCL
IMAT
E
Use phase85%
Construction59%
1% Demolition
75% Use phase
Space heating 61%
Lighting & appliance 14%Water & heating 12%Other (cooling, AC..) 3%
35-40%
50-60%
40%
Energyconsumption
CO2 Emissionsconsumption
Raw materialconsumption
Energyin life cycle
CO2in life cycle
Material usein life cycle
Use phaseenergy
Emissionsfrom materials
Constructionmaterials
1,90
0,00
0 TJ
140
mill
ion
tonn
es21
6 m
illio
n to
nnes
Nationaal Grondstoffenakkord, 2017
50%less use of primary
resources
2030Aggregate 46%
Concrete 42%
Bricks 7%Steel 3%Wood 2%
Aluminium 0,2%Stone, glass & clay 1,2%
Copper 0,1%
Aggregate 1,2%
Concrete 31%
Bricks 13%
Steel 35%
Wood 0,6%
Aluminium 13,3%
Stone, glass & clay 4,7%Copper 2,2%
CO2: Klimaatwet, 2018
49%CO2 reduction
2030
6% Use phase
35% Renovation
6% Renovation9% Construction
Renovation &Construction
24%
100 Peta-Joules saved until 202014% renewable
energy generation
2020
Energieakkoord, 2013
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
ENERGY CONSUMPTION ACROSS BUILDING TYPES
2020 2023 2030 2050
Saving in energy consumption by 1,5% per year100 Peta-Joules saved until 202014% renewable energy generation
16% renewable energy generation
50% less use of primary resources (minerals, fossils, metals)49% CO2 reduction // 1990
100% circular95% CO2 reduction // 1990100% CO2-neutral electricity production
CONSTRUCTION MATERIALS:Share of national consumption (Mass)
and corresponding CO2 emissionMASS CO2
46%
42%
7%3%2%
0,2%1,2%
0,1%
1,2%
31%
13%
35%
0,6%
13,3%
4,7%2,2%
> RESIDENTIAL > RESIDENTIAL
> OFFICE > OFFICE
Construction59%
Renovation
Use phase5,5%
35,4%
> OFFICE
Renovation + Construction 24%
Demolition
Use phase75%
1%
Demolition1,8%
> RETAIL
Space heating 61%
Lighting & appliance 14%Water & heating 12%Other (cooling, AC..) 3%Construction
2%
Renovation
Use phase90%
8%
Space heating 32%
Lighting 18%
ICT 15,5%
Cooling 4,5%Other 10%
Construction16%
Renovation
Use phase80%
4%
Other 5%
Product cooling 53%
Lighting 23%
Space heating 12%Product operation 7%
Use phaseNA
> OFFICE
Construction9,2%
Renovation
Use phase82,1%
6,8%
> INDUSTRY
Demolition1,6%
Construction7,9%
Renovation
Use phase84,6%
5,9%
Demolition0,1% Construction
0,6%
Renovation
Use phase98,8%
0,4%
GOALSDutch national sustainability policy goals, regarding Energy, Materials and CO2
IMPACT OFTHE BUILT ENVIRONMENTPercentage of the national consumption and emission allocated to construction, demolition and use-phase of buildings
Energieakkoord, 2013
Nationaal Grondstoffenakkord, 2017; uitgewerktin rapport ‘Nederland circulair in 2050’, 2016
CO2: Klimaatwet, 2018
50-60%of national raw materialconsumption
25-30%of nationalwaste production
40%of national CO2 emissions
11%of national consumption
35-40%of national energy consumption
ENERGY MATERIALS CO2 WATER
Aggregate Concrete Bricks SteelWood Aluminium*Stone, glass & clay Copper
LIFE CYCLE IMPACT ALLOCATIONDistribution within the life cycle of residential, office, retail an industry buildings
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
CONSTRUCTION MATERIALS AND CLIMATE CHANGE
Construction materialsShare of national consumption (Mass) and corresponding CO2 emission
MASS CO2
Aggregate 46%
Concrete 42%
Bricks 7%Steel 3%
Wood 2%Aluminium 0,2%
Stone, glass & clay 1,2%
Copper 0,1%
Aggregate 1,2%
Concrete 31%
Bricks 13%
Steel 35%
Wood 0,6%
Aluminium 13,3%
Stone, glass & clay 4,7%Copper 2,2%
Steel accounts for only 3% of the mass of construction materials but 35% of CO2 emissions
Concrete contributes to 31% of CO2 emissions
Aggregate is almost half of the building material mass but only 1.2% of the CO2 emissions
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
BUILDINGS SHAPE OUR LIVES
• Construction is responsible for 13% of global GDP and employs 7% of the global working-age population
• 85% of our time is spent indoors
• 2/3 of the complaints about the environment and health involve the indoor environment
• People who live in communities where it is easy to get around on foot weigh 6–10 pounds less than people who don’t
• The most common forms of urban development – suburban sprawl and vertical high-rise sprawl - cause loneliness
The metabolic cities program
DESIGNING THE CIRCULAR CITY OF THE FUTURE
DESIGNING CIRCULAR
AND SUSTAINABLE BUILT ENVIRONMENTS
DE CEUVEL
DE CEUVEL • Polluted piece of industrial land
• 5000 m2 / 1.2 acres
• Special tender put out by municipality
• 10 year land lease - temporary development
• Plan submitted for creative eco-office park
• Total budget 0.5 million euro
• High ambitions of circularity
PUREURINE
PUREURINE
TOILETWASTE
GREYWATER
KITCHENWASTE
RAINWATER
KITCHENWASTE
KITCHENWASTE
• • • • • •• •• • • • • • •
• •• • • • •• • • •
• •• • •• • • • •• • • • • • •• • • • • • • • •
• • • • •• • • • • • • • •
CAFÉDE CEUVEL
DE CEUVELCOMMUNITY
METABOLICEXPERIENCE CENTER
10-20 L/d 50-100 L/d 0,5-2 L/d 80 L/d 70-140 kg/month 0-5 L/d 10-100 L/d 20-150 L/d
URBAN BIOREFINERY
GREENHOUSE
80 L/d 50-100 kg/m10-36 L/d
0,6-3kg/m
For showcase/tasting
Furtherpurification
Discharge intothe ground
PRE-TREATEDURINE
COMPOSTEXPERIMENTALCOMPOST
TREATEDWASTEWATER
DRINKINGWATER
STRUVITE &ZEOLITE MIX
70-220 L/d
Buiksloterham
BUIKSLOTERHAM• Polder in the northern part of the city,
constructed from deposited dredge materials.
• Former industrial area: petrochemical industry, waste incineration, etc.
• An area in transition: 6500 future inhabitants; 8000 future workers in the area.
Schoonschip
SCHOONSCHIP • Most sustainable neighborhood in Europe: 100%
energy neutral, 70% self-sufficient in terms of water.
• Floating houseses on the water next to the ceuvel.
• 46 Households; 30 Buildings.
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
Developing a holistic sustainability assessment framework for real estate impacts:
• Minimal but broad set of impact indicators defined across three categories.
• Primary goal: developing the indicators in a way that they can be calculated automatically, without time-consuming data entry.
PILOT PROJECT WITH ABN AMRO: REAL ESTATE SUSTAINABILITY SCORING TOOL
CLIMATE CHANGE TRANSITION
• Energy label• Renewable power on-site• Roof solar energy potential
• EV charge station availability• Public transport power• Walkscore
• Promote sustainable energy use
• Promote sustainable mobility
CIRCULAR ECONOMY TRANSITION
•Building life extension• Local recycling system• Embodied CO2e emissions
• Land-use change impact
• Promote sustainable material use
• Provide space for new natural ecosystems
• Water consumption• Minimize consumption of ecosystem resources
SOCIETAL TRANSITION
• Mixed area use• Affordable housing
• Provide space for new natural ecosystems
• Ensure diversity
• Support strong local cohesion
• Road density• Pedestrian / cycle path density
• Provide human scale infrastructure
• Green/blue space density
• Social cohesion
• Household density• Noise pollution• Air quality• Amenity / key services
• Provide high-quality living environment
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
AUTOMATABLE SCORESPROPERTY CIRCULARITY REPORT
FUNCTION:
residential
TYPE:
new
SIZE:
unknown
Hoogte Kadijk 145B1018 BH, Amsterdam
CIRCULARITY INDICATOR: SCORE:
SOCIETAL TRANSITION TOTAL SCOREGreen/blue spaceMixed area useAffordable housingSocial cohesionHousehold densityNoise pollutionAir qualityAmenity / key servicesRoad densityPedestrian / cycle path density
3.9
CLIMATE CHANGE TRANSITION TOTAL SCOREEnergy labelRenewable power on-siteRoof solar energy potentialEV charge station availabilityPublic transport powerWalkscore
4.3
TOTAL SCORE
2.8
CIRCULAR ECONOMY TRANSITIONBuilding life extensionLocal recycling systemEmbodied CO2 emissionsLand-use change impactWater consumption
4
5
3
5
5
5
3
1
2
5
3
2
5
5
2
5
1
3
4
2
5
AUTOMATED SCORING:
76%INTERVIEW QUESTIONS:
2
AUTOMATED SCORING:
7%INTERVIEW QUESTIONS:
11
AUTOMATED SCORING:
87%INTERVIEW QUESTIONS:
3
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
TRANSLATING THE FRAMEWORK
Process BAG data
AuthenticationAPI
WizardQuestions
API
PostcodeAPI
ClimateTransitionScore API
CircularEconomyTransitionScore API
SocietalTransitionScore API
Database(e.g. user accounts, keys,roles & rights, questions,
BAG data)
External APIs
Caching
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
DATA
• Not all entries with matching IDs
• Some entries too close to borders
• Some scores not available (primarily energy label)
METHOD
• Dealing with missing values
• Evaluating areas with different levels of urbanisation
• Evaluating newly developed areas
CHALLENGES
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
FUNCTION:
unknown
TYPE:
unknown
SIZE:
unknown
High Tech Campus 255656AE, Eindhoven
SOCIETAL TRANSITION TOTAL SCOREGreen/blue spaceMixed area useAffordable housingSocial cohesionHousehold densityNoise pollutionAir qualityAmenity / key servicesRoad densityPedestrian / cycle path density
4.0
CLIMATE CHANGE TRANSITION TOTAL SCOREEnergy labelRenewable power on-siteRoof solar energy potentialEV charge station availabilityPublic transport powerWalkscore
3.4
TOTAL SCORE
N/A
CIRCULAR ECONOMY TRANSITIONBuilding life extensionLocal recycling systemEmbodied CO2 emissionsLand-use change impactWater consumption
3
-
5
5
-
2
N/A
N/A
N/A
N/A
N/A
4
-
-
-
3
5
4
5
3
4
MAP
ADDRESS
SCORE OUTPUTS
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
Fast • Automation allows for the rapid, large-scale
assessment of whole real estate portfolios at relatively low cost.
• Other tools, like the current standard GRESB, rely almost exclusively on extensive surveys. This results in very low coverage of real estate portfolios.
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
Holistic & Contextual• Comparison of multiple impact categories
(from energy to social impact) to understand trade-offs.
• Looking at actual peformance metrics rather than policies and commitments (as is most common in e.g., GRESB).
• Information on how the value of real estate projects is influenced by their surroundings (and vice versa), i.e., through walkability, green space, air quality, access to key services, etc.
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
Identify patterns & high-priority interventions• Rapidly evaluate a full real estate portfolio to
identify impact hotspots and low-hanging fruit across multiple impact categories.
• Correlate specific data points with financial performance and risk.
• Pre-screen new investments for problematic characteristics - and provide guidance to developers for how to improve.
• Evaluate how real estate values in surrounding area increase as a result of beneficial projects that provide social goods and services.
• In the long-run: build out predictive scenarios that can lead to investment in improved urban planning.
ACCELERATING SUSTAINABLE BUILDING AND AREA DEVELOPMENT
Next steps• The initial pilot conducted with ABN AMRO
yielded positive results and confirmed that many essential indicators can be automatically calculated using existing datasets.
• We are now conducting deeper analysis on the results to identify correlations and ground-truth our findings.
• Additional inputs are needed to develop further indicators and improve current ones.
• One of the most important next steps is the development of modules for identifying the most promising interventions (from ROI and impact-reduction perspective).