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Water-food interlinkages
and the Nexus
University of Exeter
(UNEXE)
Floor Brouwer
Wageningen Economic Research
Exeter, 23/02/2018
2
Sustainable Integrated Management FOR the Nexus
of water-land-food-energy-climate for a resource-
efficient Europe
• Target at a resource-efficient Europe
• Nexus-compliant practices regarding water-land-
food-energy-climate
• Focus on the sustainable & integrated management
of resources
3
Resource-efficient Europe
• Increase economic output produced per unit of input
(e.g. water, land, energy)
• The Jevons paradox (1865) says that improvements in
resource efficiency cause a decline in resource prices,
increasing affordability and hence cause an incentive to
increase resource use (rebound effect)
• Direct rebound effect might be 20%. In such case, a 10%
increase in resource efficiency would result in an 8%
reduction of resource use only. Twenty percent of the
savings will be offset by changes in consumer’s and
producer’s behaviour
4
Pyramid in a circular economy
Reduce
Re-use
Recycle
5
Nexus of water-land-food-energy-climate
• Interdependence of using natural resources (energy, food,
water, land)
• Identifying trade-offs is essential, but exploring synergies in
using natural resources efficiently is important – focus at
coherence of public policies and private sector measures
• Governance by policy, business and NGOs
• SIM4NEXUS will work in a transdisciplinary way on a
challenge that is defined with local stakeholders from
policy, business and civil society organisations
6
Policy Linkages
• The Nexus touches on many different policy areas
Circular economy
Bio-based economy
Low-carbon economy
Social welfare
Resource efficiency
Access to clean water
International development
7
Policy coherence – manage resources
sustainably
• Definition: Systematic effort to reduce conflicts and
promote synergies and cooperation within and across
individual policy areas at different administrative and spatial
scales
• Two perspectives:
Policy content Policy process
What? How?
Cases
8
Analysis EU Water – Land – Energy – Food - Climate policies
9
Selection of 33 EU
WLEFC objectives
Criteria:
• Relevance of the
objectives to the
project and cases
• Potential of the
objectives to have a
high number of
interactions
• Unambiguous and
clear definition
• Also looked at policy
instruments
EU WATER POLICY
W1 Achieve good water quality status
W2
Ensure sufficient supply of good quality surface water and groundwater for people’s needs, the economy and
the environment
W3 Increase water efficiency
W4 Reduce water consumption
W5 Assess and manage flood risk and mitigate flood effects
W6 Address and mitigate water scarcity and drought
EU ENERGY POLICY
E1 Increase production of biofuel
E2 Increase consumption of biofuel
E3 Increase production of energy from biomass (excluding biofuel)
E4 Increase consumption of energy from biomass (excluding biofuel)
E5 Increase hydro-energy production
E6 Increase hydro-energy consumption
E7 Increase energy efficiency
E8 Reduce energy consumption
E9 Push forward important energy infrastructure projects (grid, network, interconnectors, etc.)
E10 Achieve energy supply security
EU LAND USE POLICY
L1 Restoring degraded soils to a level of functionality consistent with at least current and intended use
L2 Prevent soil degradation
L3 Maintain and enhance forest cover
L4 Prevent indirect land use change from nature to productive use
EU FOOD AND AGRICULTURE POLICY
F1 Contribute to farm incomes (if farmers respect rules on environment, land management, soil protection, water
management, food safety, animal health and welfare - ‘cross-compliance’)
F2 Improve competitiveness of agricultural sector (including sector-specific support and international trade issues)
F3 Ensure provision of environmental public goods in the agriculture sector
F4 Support rural areas economy (employment, social fabric, local markets, diverse farming systems)
F5 Promote resource efficiency in the agriculture, food and forestry sectors
F6 Reduce and prevent food waste
F7 Reduce intake of animal protein in human diet (non-binding objective; expressed intention on a research phase)
EU CLIMATE POLICY
C1 Reduce GHGs emissions to keep global temperature increase within 2 degrees
C2 Increase efficiency of the transport system
C3 Support the development and uptake of low-carbon technology
C4 Support the development and uptake of safe CCS technology
C5 Incentivize more climate-friendly land use
C6 Promote adaptation in key vulnerable EU sectors and in MSs
10
Coherence analysis
Typology of bilateral interactions (Nilsson et al., 2016)
Cancelling
Progress in one objective makes it impossible to reach another objective and possibly leads to a
deteriorating state of the second. A choice has to be made between the two
Counteracting The pursuit of one objective counteract another objective
Constraining The pursuit of one objective sets a condition or a constraint one the achievement of another objective
Consistent There is no significant interaction between two objectives
Enabling The pursuit of one objective enables the achievement of another objective
Reinforcing One objective directly creates conditions that lead to the achievement of another objective
Indivisible One objective is inextricably linked to the achievement of another objective
11
W1 W2 W3 W4 W5 W6 E1 E2 E3 E4 E5 E6 E7 E8 E9 E10 L1 L2 L3 L4 F1 F2 F3 F4 F5 F6 F7 C1 C2 C3 C4 C5 C6
W1 +2 -1/0 +1 +1 -1/+1 -1/+1 +1 +1 +1 -1/+1 -1/+1 +2 -1/+2
W2 +2 -1 -1 +3 -1/+2 +3 -1/+1 +2 +1 +1 +1 -1 -1/+2 -1/+2 +2 -1/+2 -1/+1 +1
W3 +3 +2 +1 -1/+1 -1/+1 +1 +2 +3 +3
W4 +1 +3 +2 +2 -1/+1 -1/+1 -1/+1 +2 +1 +1 -1/+1 -1/+1 +1 +2 +1
W5 -1/+1 -1/+1 0/+1 -1/+1 +2 +1 +1 +1 +1 +1 +1 +1 0/+1 +3
W6 +1 +3 +2 +3 -1/+1 +1 -1/+1 +2 +1 +1 +1 +1 +1 +3 +1 +1 0/+1 +3
E1 -1 -1 -2 -1 -1 +3 +1 -1 -1 -3 -3 +2 -2 +1 -1 -1/+2 -1/0 -2 -2
E2 +3 -1/+2 -1 -1
E3 +3 +1 -1/0 -1/0 -1/0 +1 +1 -1/+1 +1 +1 -1/0 +2 -2
E4 +3 +2 -1
E5 -3 -2 -1 -2/+2 +3 +1 +1 -1 +2 -1 -1 +1
E6 +3 +2 -1
E7 +1 0/+2 0/+2 -1/0 -1/0 -1/0 -1/0 -1/0 -1/0 +3 +1 +2 +2 +1 +3 +3 +1 +3
E8 +1 +1 +2 -1 -1 -1 -1 -1 -1 +3 -1 +1 +2 +2 +3 +3 +1 +2
E9 +1 +1 -1 -1 +2 0/+1 +2 -1/+1
E10 0/+1 -1 -1 -1 -1 -1 +1 0/+1 0/+1 0/+2 -2 -1 -1
L1 +3 +2 +2 +2 +1 +1 +2 +1 +1 +1 +2 +1 +2 +2 +2 +2
L2 +3 +2 +2 +2 +1 +1 +1 +2 +1 +1 +2 +1 +2 +2 +2 +2
L3 +1 +2 +1 +2 -1 +1 -1/+1 +1 +2 -1/+2 +1 +1 +3 +3 +2
L4 +1 +1 0/+1 +1 +1 -2 +1 +1 0/+1 0/+1 +1 +2 +3 -1 -1 +2 -1/+1 +2 +1 +1
F1 +1 +1 +1 +1 +1 +1 -1/0 -1/0 +2 +2 +2 +2 -1/+1 +1 +1 -1/+1 +1 0/+1 +1 +1
F2 -1/+1 -1/+1 -1/+1 -1/+1 -1/+1 +1 -1/+1 -1 -1 -1/0 -1/0 +2 -1 +1 +2 -1 +1 -1 -1
F3 +3 +3 +1 +2 -2 -2 -1/0 -1/0 +3 +3 +2 +2 -1/+1 -1/+1 +1 +1 +2 +2
F4 -1/+1 +1 +1 +1 +1 +1 +1 -1/+1 0/+1 0/+1 +1 +1 +1 +1 +1 +1 +1 +1
F5 +1 +3 +2 0/+1 +3 +3 +1 +1 +1 +1 +1 +1 +1 +1 +3 0/+1 +3 +1 0/+1
F6 +1 +1 +2 +1 +2 +1 +1 +1 -1 -1 +2 +2 +1 +1
F7 +1 +1 +2 +1 +2 +1 +1 +2 -2/+2 -2 -1/+1 -1 +2 +1 +3 +1
C1 +2 +2 +2 +2 +2 -1 -1 +1 +1 +1 +1 +2 +1 -1/+1 -1/+1 +1 +1 +1 +1 +3 +3 +3 +3
C2 -1 +3 +3 +2 +1 +1 +1 +3 +3 +2
C3 -1/+1 -1/+1 +2 +2 +2 +2 +2 +3 +2 +1 +2 +3 +3 +3 +3
C4 -2 -2 -1 0/+1 0/+1 -2 +3 +3
C5 +1 +1 +1 +1 +2 -1/+1 0/+1 +1 +1 +1 -1/+1 -1/+1 -1/+1 +3 +1 +1 +3 +1
C6 +1 +2 -1/+1 -1/+1 +3 +3 0/+1 +1 -2/+2 +3 +1 +1 +2 +1 +2 +2 +2 +1 0/+1 +1
Screening matrix
What happens to objective x → (affected)
If we make progress on objective y ↓(affecting)
12
Mostly coherence between water and land-
energy-food-climate policies
• Water > Land – Energy- Food – Climate
• Land – Energy – Food - Climate > Water
• Important in what context and how objectives are
reached.
Total Positive Negative Pos. or neg.
64 43 0 21
Total Positive Negative Pos. or neg.
87 65 10 12
13
Rationale for SIM4NEXUS
• Improving resource efficiency requires exploitation of
synergies and mitigation of trade-offs across water,
energy, food, climate and land. Implementations needs
the active participation among government, the private
sector, academia and civil society
• A Serious Game is developed to learn from modelling
tools, using impact assessment approaches and expert
knowledge. On top of it, a user will benefit from the
knowledge of practitioners who play the game. We
develop the game through 12 cases across Europe. The
case use transdisciplinary approaches to adequately
address the Nexus, driven by stakeholder needs
What can be the
role of biomass
in the Dutch
transition to a
low-carbon
economy by
2050?
Is it possible to enlarge
energy self-supply, by
widening the use of
renewable energy sources
in Latvia ?
How to achieve both the
transition to low-carbon
economy and the
sustainable management
of water resources in the
Rhine region ?
How the governance of
energy, water and agriculture
effects sustainable food
production, the provision of
water and wastewater
services and the move to a
smart and flexible system for
resource management ?
How can agricultural and
environmental policies be
integrated to address
pressures on land and water
whilst promoting their
sustainable use and
economic development?
How to reach a resilient
system able to satisfy all
demands under climate
change?
Does the goal of becoming a
fossil-free nation interferes with
some of the national
environmental objectives such
as sustainable development of
water and forest resources ?
Does the landscape structure
dominated by monoculture-like
crop areas in some of the lower
parts and its alterations by
energy production affect the
water cycle in an unfavorable
way?
What are the
Nexus issues at
the global scale ?
What are the
impacts of a
transition to a
low-carbon
economy in
Europe on the five
elements of the
Nexus ?
What are the
implications of
Azerbaijan’s
transition to a
low-carbon
economy on the
different Nexus
domains ?
How national policies in water
management, renewable power
production and land, affect each
other and result in changes in food
production, tourism, GHG emissions,
quantity & quality of water
resources ?
Main question
addressed by the 12
SIM4Nexus case
studies
15
Topics addressed on modelling the Nexus
• Modelling the Nexus of water-energy-food-land-
climate (examples on water-food linkages)
• Nexus challenges for specific cases, both in the
middle-of-the road scenario (i.e. SSP2 scenario)
and in the 2 degree scenario.
• Serious Gaming, learning and Nexus-compliant
practices
16
17
CAPRI – core characteristics
• Keywords: PARTIAL EQUILIBRIUM, GLOBAL, COMPARATIVE STATIC, EX-
ANTE
• Detailed coverage of primary and (some) secondary commodities, full
representation of the agricultural sector
• Heterogeneous regional representation (modular):
• Global spatial trade model on the demand side
• Regionalized optimization models on the supply side (i.e. EU-28,
Norway, Turkey and Western Balkans at Nuts 2 level)
• Farm type and 1x1 km downscaling components for EU-28
• Rather unique combination of spatial global trade model with regional
programming models based on sequential calibration
CAPRI Global Agri-Food Modelling System
19
Core data sources
 EUROSTAT: market balances, acreages, herd sizes, yields,
slaughtering statistics, Economic Accounts for Agriculture,
household surveys, macro-econ indicators, regional
agricultural and land use statistics, farm structure survey,...
 FAOSTAT: supply utilization accounts, trade matrices
 FADN: yields for farm types
 DG-AGRI and others: policy definition (CAP, WTO
commitments, FTAs, Import tariffs, NTMs)
 IPCC, EEA: GHG emission accounting
Scenario definition
 CAPRI is a comparative static model
o Scenarios are compared against the baseline (reference
scenario) in the simulation year
o The model provides simulated results both at the global
level ( 40 trade blocks) and at the regional level within
Europe ( 280 NUTS-2 regions)
 The baseline provides a reference or business as usual
scenario for ex-ante assessment
o Consistent view on the likely evolution of global
agricultural markets over some future time horizon
 Simulation scenarios include policy scenarios (agricultural,
trade and environmental policies), climate change,...
CAPRI-WATER version
 Focus on agricultural water: irrigation and livestock water
use
 Crop production activities in the supply module of CAPRI are
differentiated into non-irrigable and irrigable activities
o Irrigable activities are split into a rainfed and irrigated
variant
o Input-output coefficients for rainfed/irrigated variants
are defined such as to match the corresponding
aggregate activity
 Constraints on irrigable land and agricultural water use are
accounted for
CAPRI water
 Scenario W1: an
increase in water price
of 0.05 €/m3 of
irrigation water.
 Scenario W2: water
price as in the scenario
W1 and 0.1% annual
increase in irrigation
efficiency for both
water application
efficiency and water
transport efficiency.
Analysing the water-food nexus
Irrigation water use at the subnational level within the EU under
different scenarios (% change from baseline)
Source: https://doi.org/10.2791/319578
Impacts of water pricing
 Profitability of irrigated crops will go down, because of an
increase in production costs. Prices of agricultural
products will increase because of higher production costs.
 Irrigated area of cereals and oilseed will go down and
rainfed area for crops will increase.
 Increase in irrigation efficiency will mitigate the impact of
water pricing, reducing the decline in irrigated area and
total water use will reduce as well.
23
CAPRI water
Analysing the climate-water-food nexus
Irrigation share by Member State under different scenarios
(percentage of utilised agricultural area)
Source: https://doi.org/10.2791/319578
 CC: RCP 8.5, no other
change from the baseline.
 CCLessW: RCP8.5, 30%
decrease in irrigation
water availability.
 CCIrrEff: RCP 8.5, 30%
decrease in irrigation
water availability and
annual irrigation efficiency
increase of 0.1% in both
water application and
water transport.
25
The path of the reference scenario with regards to SDGs
0
5
10
15
20
25
30
35
GDP per capita
GDP growth expected
in all regions of the
world, peaking at
+33% in Africa
-2
3
8
13
18
Food production -2
3
8
13
18
Calories p.c./day
-2
8
18
28
38
48
58
68
Food imports
-30
-25
-20
-15
-10
-5
0
CO2 emissions
Examples of projected developments between 2015 and 2030
2015 - 2030 %
change
European Union
North America
South &Central
America
Africa
Rest of World
Food production
(value) stagnates in
the EU and North
America, while it
grows by 14% in Africa
Food intake nearly
stabilises in the EU
and North America,
while it keeps growing
in other regions
Increasing trade
openness worldwide,
associated with more
dependence on food
imports in Africa
Substantial CO2
emission reductions
expected in the EU28
(-26%) and the ROW
region
Source: MAGNET model, JRC 2017, forthcoming study
27
Climate change and mitigation impacts on
total global agricultural production by 2050
Impacts of climate change on agricultural production
• Impacts are negative but small.
• A larger negative effect on agricultural production, most
pronounced for ruminant meat production, is observed
when emission mitigation measures compliant with a
2°C target are put in place.
• To reduce negative impact on agricultural production
and food security compensation policies are needed
(e.g. higher yields (R&D), less waste, diet shifts away
from red meat, income redistribution)
29
Try out scenarios
3 at regional level, 5 at national level, 2 transboundary, for local stakeholders
1 at European level for policy makers and educational purposes
1 at Global level for educational purposes
The virtual world is
designed according to
realistic metadata
Each player manages own objectives
and indicators, and can only take
specific actions (applying policies)
according to the role assigned
GeoPlatform,
gathering all
metadata
Settings
Case
studies
The game involves
players, acting according
to chosen roles
The Serious Game concept
30
…
Evaluation by
players
Actions by
players
Uncertainty, like financial
crisis, flood, temperature
changes, etc.
Thematic models + SDM,
calculating interlinkages
between each Nexus
component
LEARNING BY PLAYING
All Nexus components
interacting together.
Water, land, energy, food, climate
Description of a scenario
31
Serious Game Graphical User Interface (SGGUI)
Choose Case
Study
View SDM Result
per Sector
View Game
Goal
Performance
View Regional Overview
Choose Policies
Simulate next time
interval
View Regional Details:
SDM Result Tree
32
SGGUI information flow
Policy windows
for actions (2010,
2020, 2030,
2040, 2050)
Game over
(Show evaluation)
Select one or
many game goalsNo
Choose region
Choose policy
means based on
region
Cannot
implement policy
means
Are all
constraints
met?
Policy means
implemented
No
Yes
Has end
turn?
No
Yes
Has game
goals
attained?
Show goals
attained event
Yes
Show events from
previous policy
means
No
Are all
game
goals
achieved?
Yes
No
Has game
reached end
of 2050?
Yes
START
END
33
Modelling supports sustainable policy making
• The Nexus is about avoiding problem shifting – both
between Nexus components and geographically
• Modelling can help to identify unintended consequences
• Quantifying Nexus impacts can allow an assessment of
trade-offs
• Sustainable development requires integrated analysis
across the Nexus
Increase the flexibility of the river system
through adaptive co-design and implementation
34
35
For further information please consult
www.sim4nexus.eu,
follow us at @SIM4NEXUS
Thanks for your attention!
floor.brouwer@wur.nl

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Water-food Interlinkages and the Nexus

  • 1. Water-food interlinkages and the Nexus University of Exeter (UNEXE) Floor Brouwer Wageningen Economic Research Exeter, 23/02/2018
  • 2. 2 Sustainable Integrated Management FOR the Nexus of water-land-food-energy-climate for a resource- efficient Europe • Target at a resource-efficient Europe • Nexus-compliant practices regarding water-land- food-energy-climate • Focus on the sustainable & integrated management of resources
  • 3. 3 Resource-efficient Europe • Increase economic output produced per unit of input (e.g. water, land, energy) • The Jevons paradox (1865) says that improvements in resource efficiency cause a decline in resource prices, increasing affordability and hence cause an incentive to increase resource use (rebound effect) • Direct rebound effect might be 20%. In such case, a 10% increase in resource efficiency would result in an 8% reduction of resource use only. Twenty percent of the savings will be offset by changes in consumer’s and producer’s behaviour
  • 4. 4 Pyramid in a circular economy Reduce Re-use Recycle
  • 5. 5 Nexus of water-land-food-energy-climate • Interdependence of using natural resources (energy, food, water, land) • Identifying trade-offs is essential, but exploring synergies in using natural resources efficiently is important – focus at coherence of public policies and private sector measures • Governance by policy, business and NGOs • SIM4NEXUS will work in a transdisciplinary way on a challenge that is defined with local stakeholders from policy, business and civil society organisations
  • 6. 6 Policy Linkages • The Nexus touches on many different policy areas Circular economy Bio-based economy Low-carbon economy Social welfare Resource efficiency Access to clean water International development
  • 7. 7 Policy coherence – manage resources sustainably • Definition: Systematic effort to reduce conflicts and promote synergies and cooperation within and across individual policy areas at different administrative and spatial scales • Two perspectives: Policy content Policy process What? How? Cases
  • 8. 8 Analysis EU Water – Land – Energy – Food - Climate policies
  • 9. 9 Selection of 33 EU WLEFC objectives Criteria: • Relevance of the objectives to the project and cases • Potential of the objectives to have a high number of interactions • Unambiguous and clear definition • Also looked at policy instruments EU WATER POLICY W1 Achieve good water quality status W2 Ensure sufficient supply of good quality surface water and groundwater for people’s needs, the economy and the environment W3 Increase water efficiency W4 Reduce water consumption W5 Assess and manage flood risk and mitigate flood effects W6 Address and mitigate water scarcity and drought EU ENERGY POLICY E1 Increase production of biofuel E2 Increase consumption of biofuel E3 Increase production of energy from biomass (excluding biofuel) E4 Increase consumption of energy from biomass (excluding biofuel) E5 Increase hydro-energy production E6 Increase hydro-energy consumption E7 Increase energy efficiency E8 Reduce energy consumption E9 Push forward important energy infrastructure projects (grid, network, interconnectors, etc.) E10 Achieve energy supply security EU LAND USE POLICY L1 Restoring degraded soils to a level of functionality consistent with at least current and intended use L2 Prevent soil degradation L3 Maintain and enhance forest cover L4 Prevent indirect land use change from nature to productive use EU FOOD AND AGRICULTURE POLICY F1 Contribute to farm incomes (if farmers respect rules on environment, land management, soil protection, water management, food safety, animal health and welfare - ‘cross-compliance’) F2 Improve competitiveness of agricultural sector (including sector-specific support and international trade issues) F3 Ensure provision of environmental public goods in the agriculture sector F4 Support rural areas economy (employment, social fabric, local markets, diverse farming systems) F5 Promote resource efficiency in the agriculture, food and forestry sectors F6 Reduce and prevent food waste F7 Reduce intake of animal protein in human diet (non-binding objective; expressed intention on a research phase) EU CLIMATE POLICY C1 Reduce GHGs emissions to keep global temperature increase within 2 degrees C2 Increase efficiency of the transport system C3 Support the development and uptake of low-carbon technology C4 Support the development and uptake of safe CCS technology C5 Incentivize more climate-friendly land use C6 Promote adaptation in key vulnerable EU sectors and in MSs
  • 10. 10 Coherence analysis Typology of bilateral interactions (Nilsson et al., 2016) Cancelling Progress in one objective makes it impossible to reach another objective and possibly leads to a deteriorating state of the second. A choice has to be made between the two Counteracting The pursuit of one objective counteract another objective Constraining The pursuit of one objective sets a condition or a constraint one the achievement of another objective Consistent There is no significant interaction between two objectives Enabling The pursuit of one objective enables the achievement of another objective Reinforcing One objective directly creates conditions that lead to the achievement of another objective Indivisible One objective is inextricably linked to the achievement of another objective
  • 11. 11 W1 W2 W3 W4 W5 W6 E1 E2 E3 E4 E5 E6 E7 E8 E9 E10 L1 L2 L3 L4 F1 F2 F3 F4 F5 F6 F7 C1 C2 C3 C4 C5 C6 W1 +2 -1/0 +1 +1 -1/+1 -1/+1 +1 +1 +1 -1/+1 -1/+1 +2 -1/+2 W2 +2 -1 -1 +3 -1/+2 +3 -1/+1 +2 +1 +1 +1 -1 -1/+2 -1/+2 +2 -1/+2 -1/+1 +1 W3 +3 +2 +1 -1/+1 -1/+1 +1 +2 +3 +3 W4 +1 +3 +2 +2 -1/+1 -1/+1 -1/+1 +2 +1 +1 -1/+1 -1/+1 +1 +2 +1 W5 -1/+1 -1/+1 0/+1 -1/+1 +2 +1 +1 +1 +1 +1 +1 +1 0/+1 +3 W6 +1 +3 +2 +3 -1/+1 +1 -1/+1 +2 +1 +1 +1 +1 +1 +3 +1 +1 0/+1 +3 E1 -1 -1 -2 -1 -1 +3 +1 -1 -1 -3 -3 +2 -2 +1 -1 -1/+2 -1/0 -2 -2 E2 +3 -1/+2 -1 -1 E3 +3 +1 -1/0 -1/0 -1/0 +1 +1 -1/+1 +1 +1 -1/0 +2 -2 E4 +3 +2 -1 E5 -3 -2 -1 -2/+2 +3 +1 +1 -1 +2 -1 -1 +1 E6 +3 +2 -1 E7 +1 0/+2 0/+2 -1/0 -1/0 -1/0 -1/0 -1/0 -1/0 +3 +1 +2 +2 +1 +3 +3 +1 +3 E8 +1 +1 +2 -1 -1 -1 -1 -1 -1 +3 -1 +1 +2 +2 +3 +3 +1 +2 E9 +1 +1 -1 -1 +2 0/+1 +2 -1/+1 E10 0/+1 -1 -1 -1 -1 -1 +1 0/+1 0/+1 0/+2 -2 -1 -1 L1 +3 +2 +2 +2 +1 +1 +2 +1 +1 +1 +2 +1 +2 +2 +2 +2 L2 +3 +2 +2 +2 +1 +1 +1 +2 +1 +1 +2 +1 +2 +2 +2 +2 L3 +1 +2 +1 +2 -1 +1 -1/+1 +1 +2 -1/+2 +1 +1 +3 +3 +2 L4 +1 +1 0/+1 +1 +1 -2 +1 +1 0/+1 0/+1 +1 +2 +3 -1 -1 +2 -1/+1 +2 +1 +1 F1 +1 +1 +1 +1 +1 +1 -1/0 -1/0 +2 +2 +2 +2 -1/+1 +1 +1 -1/+1 +1 0/+1 +1 +1 F2 -1/+1 -1/+1 -1/+1 -1/+1 -1/+1 +1 -1/+1 -1 -1 -1/0 -1/0 +2 -1 +1 +2 -1 +1 -1 -1 F3 +3 +3 +1 +2 -2 -2 -1/0 -1/0 +3 +3 +2 +2 -1/+1 -1/+1 +1 +1 +2 +2 F4 -1/+1 +1 +1 +1 +1 +1 +1 -1/+1 0/+1 0/+1 +1 +1 +1 +1 +1 +1 +1 +1 F5 +1 +3 +2 0/+1 +3 +3 +1 +1 +1 +1 +1 +1 +1 +1 +3 0/+1 +3 +1 0/+1 F6 +1 +1 +2 +1 +2 +1 +1 +1 -1 -1 +2 +2 +1 +1 F7 +1 +1 +2 +1 +2 +1 +1 +2 -2/+2 -2 -1/+1 -1 +2 +1 +3 +1 C1 +2 +2 +2 +2 +2 -1 -1 +1 +1 +1 +1 +2 +1 -1/+1 -1/+1 +1 +1 +1 +1 +3 +3 +3 +3 C2 -1 +3 +3 +2 +1 +1 +1 +3 +3 +2 C3 -1/+1 -1/+1 +2 +2 +2 +2 +2 +3 +2 +1 +2 +3 +3 +3 +3 C4 -2 -2 -1 0/+1 0/+1 -2 +3 +3 C5 +1 +1 +1 +1 +2 -1/+1 0/+1 +1 +1 +1 -1/+1 -1/+1 -1/+1 +3 +1 +1 +3 +1 C6 +1 +2 -1/+1 -1/+1 +3 +3 0/+1 +1 -2/+2 +3 +1 +1 +2 +1 +2 +2 +2 +1 0/+1 +1 Screening matrix What happens to objective x → (affected) If we make progress on objective y ↓(affecting)
  • 12. 12 Mostly coherence between water and land- energy-food-climate policies • Water > Land – Energy- Food – Climate • Land – Energy – Food - Climate > Water • Important in what context and how objectives are reached. Total Positive Negative Pos. or neg. 64 43 0 21 Total Positive Negative Pos. or neg. 87 65 10 12
  • 13. 13 Rationale for SIM4NEXUS • Improving resource efficiency requires exploitation of synergies and mitigation of trade-offs across water, energy, food, climate and land. Implementations needs the active participation among government, the private sector, academia and civil society • A Serious Game is developed to learn from modelling tools, using impact assessment approaches and expert knowledge. On top of it, a user will benefit from the knowledge of practitioners who play the game. We develop the game through 12 cases across Europe. The case use transdisciplinary approaches to adequately address the Nexus, driven by stakeholder needs
  • 14. What can be the role of biomass in the Dutch transition to a low-carbon economy by 2050? Is it possible to enlarge energy self-supply, by widening the use of renewable energy sources in Latvia ? How to achieve both the transition to low-carbon economy and the sustainable management of water resources in the Rhine region ? How the governance of energy, water and agriculture effects sustainable food production, the provision of water and wastewater services and the move to a smart and flexible system for resource management ? How can agricultural and environmental policies be integrated to address pressures on land and water whilst promoting their sustainable use and economic development? How to reach a resilient system able to satisfy all demands under climate change? Does the goal of becoming a fossil-free nation interferes with some of the national environmental objectives such as sustainable development of water and forest resources ? Does the landscape structure dominated by monoculture-like crop areas in some of the lower parts and its alterations by energy production affect the water cycle in an unfavorable way? What are the Nexus issues at the global scale ? What are the impacts of a transition to a low-carbon economy in Europe on the five elements of the Nexus ? What are the implications of Azerbaijan’s transition to a low-carbon economy on the different Nexus domains ? How national policies in water management, renewable power production and land, affect each other and result in changes in food production, tourism, GHG emissions, quantity & quality of water resources ? Main question addressed by the 12 SIM4Nexus case studies
  • 15. 15 Topics addressed on modelling the Nexus • Modelling the Nexus of water-energy-food-land- climate (examples on water-food linkages) • Nexus challenges for specific cases, both in the middle-of-the road scenario (i.e. SSP2 scenario) and in the 2 degree scenario. • Serious Gaming, learning and Nexus-compliant practices
  • 16. 16
  • 17. 17 CAPRI – core characteristics • Keywords: PARTIAL EQUILIBRIUM, GLOBAL, COMPARATIVE STATIC, EX- ANTE • Detailed coverage of primary and (some) secondary commodities, full representation of the agricultural sector • Heterogeneous regional representation (modular): • Global spatial trade model on the demand side • Regionalized optimization models on the supply side (i.e. EU-28, Norway, Turkey and Western Balkans at Nuts 2 level) • Farm type and 1x1 km downscaling components for EU-28 • Rather unique combination of spatial global trade model with regional programming models based on sequential calibration
  • 18. CAPRI Global Agri-Food Modelling System
  • 19. 19 Core data sources  EUROSTAT: market balances, acreages, herd sizes, yields, slaughtering statistics, Economic Accounts for Agriculture, household surveys, macro-econ indicators, regional agricultural and land use statistics, farm structure survey,...  FAOSTAT: supply utilization accounts, trade matrices  FADN: yields for farm types  DG-AGRI and others: policy definition (CAP, WTO commitments, FTAs, Import tariffs, NTMs)  IPCC, EEA: GHG emission accounting
  • 20. Scenario definition  CAPRI is a comparative static model o Scenarios are compared against the baseline (reference scenario) in the simulation year o The model provides simulated results both at the global level ( 40 trade blocks) and at the regional level within Europe ( 280 NUTS-2 regions)  The baseline provides a reference or business as usual scenario for ex-ante assessment o Consistent view on the likely evolution of global agricultural markets over some future time horizon  Simulation scenarios include policy scenarios (agricultural, trade and environmental policies), climate change,...
  • 21. CAPRI-WATER version  Focus on agricultural water: irrigation and livestock water use  Crop production activities in the supply module of CAPRI are differentiated into non-irrigable and irrigable activities o Irrigable activities are split into a rainfed and irrigated variant o Input-output coefficients for rainfed/irrigated variants are defined such as to match the corresponding aggregate activity  Constraints on irrigable land and agricultural water use are accounted for
  • 22. CAPRI water  Scenario W1: an increase in water price of 0.05 €/m3 of irrigation water.  Scenario W2: water price as in the scenario W1 and 0.1% annual increase in irrigation efficiency for both water application efficiency and water transport efficiency. Analysing the water-food nexus Irrigation water use at the subnational level within the EU under different scenarios (% change from baseline) Source: https://doi.org/10.2791/319578
  • 23. Impacts of water pricing  Profitability of irrigated crops will go down, because of an increase in production costs. Prices of agricultural products will increase because of higher production costs.  Irrigated area of cereals and oilseed will go down and rainfed area for crops will increase.  Increase in irrigation efficiency will mitigate the impact of water pricing, reducing the decline in irrigated area and total water use will reduce as well. 23
  • 24. CAPRI water Analysing the climate-water-food nexus Irrigation share by Member State under different scenarios (percentage of utilised agricultural area) Source: https://doi.org/10.2791/319578  CC: RCP 8.5, no other change from the baseline.  CCLessW: RCP8.5, 30% decrease in irrigation water availability.  CCIrrEff: RCP 8.5, 30% decrease in irrigation water availability and annual irrigation efficiency increase of 0.1% in both water application and water transport.
  • 25. 25
  • 26. The path of the reference scenario with regards to SDGs 0 5 10 15 20 25 30 35 GDP per capita GDP growth expected in all regions of the world, peaking at +33% in Africa -2 3 8 13 18 Food production -2 3 8 13 18 Calories p.c./day -2 8 18 28 38 48 58 68 Food imports -30 -25 -20 -15 -10 -5 0 CO2 emissions Examples of projected developments between 2015 and 2030 2015 - 2030 % change European Union North America South &Central America Africa Rest of World Food production (value) stagnates in the EU and North America, while it grows by 14% in Africa Food intake nearly stabilises in the EU and North America, while it keeps growing in other regions Increasing trade openness worldwide, associated with more dependence on food imports in Africa Substantial CO2 emission reductions expected in the EU28 (-26%) and the ROW region Source: MAGNET model, JRC 2017, forthcoming study
  • 27. 27 Climate change and mitigation impacts on total global agricultural production by 2050
  • 28. Impacts of climate change on agricultural production • Impacts are negative but small. • A larger negative effect on agricultural production, most pronounced for ruminant meat production, is observed when emission mitigation measures compliant with a 2°C target are put in place. • To reduce negative impact on agricultural production and food security compensation policies are needed (e.g. higher yields (R&D), less waste, diet shifts away from red meat, income redistribution)
  • 29. 29 Try out scenarios 3 at regional level, 5 at national level, 2 transboundary, for local stakeholders 1 at European level for policy makers and educational purposes 1 at Global level for educational purposes The virtual world is designed according to realistic metadata Each player manages own objectives and indicators, and can only take specific actions (applying policies) according to the role assigned GeoPlatform, gathering all metadata Settings Case studies The game involves players, acting according to chosen roles The Serious Game concept
  • 30. 30 … Evaluation by players Actions by players Uncertainty, like financial crisis, flood, temperature changes, etc. Thematic models + SDM, calculating interlinkages between each Nexus component LEARNING BY PLAYING All Nexus components interacting together. Water, land, energy, food, climate Description of a scenario
  • 31. 31 Serious Game Graphical User Interface (SGGUI) Choose Case Study View SDM Result per Sector View Game Goal Performance View Regional Overview Choose Policies Simulate next time interval View Regional Details: SDM Result Tree
  • 32. 32 SGGUI information flow Policy windows for actions (2010, 2020, 2030, 2040, 2050) Game over (Show evaluation) Select one or many game goalsNo Choose region Choose policy means based on region Cannot implement policy means Are all constraints met? Policy means implemented No Yes Has end turn? No Yes Has game goals attained? Show goals attained event Yes Show events from previous policy means No Are all game goals achieved? Yes No Has game reached end of 2050? Yes START END
  • 33. 33 Modelling supports sustainable policy making • The Nexus is about avoiding problem shifting – both between Nexus components and geographically • Modelling can help to identify unintended consequences • Quantifying Nexus impacts can allow an assessment of trade-offs • Sustainable development requires integrated analysis across the Nexus
  • 34. Increase the flexibility of the river system through adaptive co-design and implementation 34
  • 35. 35
  • 36. For further information please consult www.sim4nexus.eu, follow us at @SIM4NEXUS Thanks for your attention! floor.brouwer@wur.nl