Title: Decision Tools to Evaluate Vulnerabilities and Adaptation Strategies to Climate Change The Water Resource Sector
1Decision Tools to Evaluate Vulnerabilities and
Adaptation Strategies to Climate Change The
Water Resource Sector
2Outline
- Vulnerability and adaptation with respect to
water resources - Hydrologic implications of climate change for
water resources - Topics covered in a water resources assessment
- Viewing water resources from a services
perspective - Tools/models
- WEAP model presentation
3Effective VA Assessments
- Defining VA assessment
- Often VA is analysis, not assessment
- Why? Because the focus is on biophysical impacts,
e.g., hydrologic response, crop yields, forests,
etc. - However, assessment is an integrating process
requiring the interface of physical and social
science and public policy
4Effective VA Assessments (continued)
- General questions
- What is the assessment trying to influence?
- How can the science/policy interface be most
effective? - How can the participants be most effective in the
process? - General problems
- Participants bring differing objectives/
expertise - These differences often lead to dissention/
differing opinions
5Effective VA Assessments (continued)
- To be valuable, the assessment process requires
- Relevancy
- Credibility
- Legitimacy
- Consistent participation
- An interdisciplinary process
- The assessment process often requires a tool
- The tool is usually a model or suite of models
- These models serve as the interface
- This interface is a bridge for dialogue between
scientists and policy makers
6Water Resources A Critical VA Sector
- Often critical to both managed and natural
systems - Human activity influences both systems
Managed Systems
External Pressure
Product, good or service Process Control
services
Example Agriculture
Example Wetlands
7Examples of Adaptation Water Supply
- Construction/modification of physical
infrastructure - Canal linings
- Closed conduits instead of open channels
- Integrating separate reservoirs into a single
system - Reservoirs/mydroplants/delivery systems
- Raising dam wall height
- Increasing canal size
- Removing sediment from reservoirs for more
storage - Interbasin water transfers
8Examples of Adaptation Water Supply (continued)
- Adaptive management of existing water supply
systems - Change operating rules
- Use conjunctive surface/groundwater supply
- Physically integrate reservoir operation system
- Coordinate supply/demand
9Examples of Adaptation Water Supply (continued)
- Policy, conservation, efficiency, and technology
- Domestic
- Municipal and in-home re-use
- Leak repair
- Rainwater collection for nonpotable uses
- Low flow appliances
- Dual supply systems (potable and nonpotable)
- Agricultural
- Irrigation timing and efficiency
- Lining of canals, closed conduits
- Drainage re-use, use of wastewater effluent
- High value/low water use crops
- Drip, micro-spray, low-energy, precision
application irrigation systems - Salt-tolerant crops that can use drain water
10Examples of Adaptation Water Supply (continued)
- Policy, conservation, efficiency, and technology
(continued) - Industrial
- Water re-use and recycling
- Closed cycle and/or air cooling
- More efficient hydropower turbines
- Cooling ponds, wet towers and dry towers
- Energy (hydropower)
- Reservoir re-operation
- Cogeneration (beneficial use of waste heat)
- Additional reservoirs and hydropower stations
- Low head run of the river hydropower
- Market/price-driven transfers to other activities
- Using water price to shift water use between
sectors
11Tools in Water Resource VA Studies
- Hydrologic models (physical processes)
- Simulate river basin hydrologic processes
- Examples water balance, rainfall-runoff, lake
simulation, stream water quality models - Water resource models (physical and management)
- Simulate current and future supply/demand of
system - Operating rules and policies
- Environmental impacts
- Hydroelectric production
- Decision support systems (DSS) for policy
interaction
12Tools in Water Resource VA Studies (continued)
- Economic models
- Macroeconomic
- Multiple sectors of the economy
- General equilibrium all markets are in
equilibrium - Sectoral level
- Single market or closely related markets (e.g.,
agriculture) - Firm level
- Farm-level model (linear programming approach)
- Microsimulation
13Hydrologic Implications of Climate Change
- Precipitation amount
- Global average increase
- Marked regional differences
- Precipitation frequency and intensity
- Less frequent, more intense (Trenberth et al.,
2003) - Evaporation and transpiration
- Increase total evaporation
- Regional complexities due to plant/atmosphere
interactions
14Hydrologic Implications of Climate Change
(continued)
- Changes in runoff
- Despite global precipitation increases, areas of
substantial runoff decrease - Coastal zones
- Saltwater intrusion into coastal aquifers
- Severe storm-surge flooding
- Water quality
- Lower flows could lead to higher contaminant
concentrations - Higher flows could lead to greater leaching and
sediment transport
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16Africa Example ECHAM4/OPYC
17Africa Example GFDLR30
18What Problems Are We Trying to Address?
- Water planning (daily, weekly, monthly, annual)
- Local and regional
- Municipal and industrial
- Ecosystems
- Reservoir storage
- Competing demand
- Operation of infrastructure and hydraulics
(daily and sub-daily) - Dam and reservoir operation
- Canal control
- Hydropower optimization
- Flood and floodplain inundation
19The Water Resource SectorWaters Trade-Off
Landscape
20Water Resources from a Services Perspective
- Not just an evaluation of rainfall-runoff or
streamflow - But an evaluation of the potential impacts of
global warming on the goods and services provided
by freshwater systems
21Freshwater Ecosystem Services
Extractable Direct Use Indirect Use
22Tools to Use for the Assessment Referenced Water
Models
- Planning
- WEAP21 (also hydrology)
- Aquarius
- SWAT
- IRAS (Interactive River and Aquifer Simulation)
- RIBASIM
- MIKE 21 and BASIN
23Referenced Water Models (continued)
- Operational and hydraulic
- HEC
- HEC-HMS event-based rainfall-runoff (provides
input to HEC-RAS for doing 1-d flood inundation
mapping) - HEC-RAS one-dimensional steady and unsteady
flow - HEC-ResSim reservoir operation modeling
- WaterWare
- RiverWare
- MIKE11
- Delft3d
24Current Focus Planning and Hydrologic
Implications of Climate Change
- Select models of interest
- Deployed on PC extensive documentation ease of
use - WEAP21
- SWAT
- HEC suite
- Aquarius
25Physical Hydrology and Water Management Models
- AQUARIS advantage Economic efficiency criterion
requiring the reallocation of stream flows until
the net marginal return in all water uses is
equal - Cannot be climatically driven
26Physical Hydrology and Water Management Models
(continued)
- SWAT management decisions on water, sediment,
nutrient and pesticide yields with reasonable
accuracy on ungauged river basins. Complex water
quality constituents. - Rainfall-runoff, river routing on a daily
timestep
27Physical Hydrology and Water Management Models
(continued)
- WEAP21 advantage seamlessly integrating
watershed hydrologic processes with water
resources management - Can be climatically driven
28Physical Hydraulic Water Management Model
- HEC-HMS watershed scale, event based hydrologic
simulation, of rainfall-runoff processes - Sub-daily rainfall-runoff processes of small
catchments
29Overview WEAP21
- Hydrology and planning
- Planning (water distribution) examples and
exercises - Adding hydrology to the model
- User interface
- Scale
- Data requirements and resources
- Calibration and validation
- Results
- Scenarios
- Licensing and registration
30Hydrology Model
- Critical questions
- How does rainfall on a catchment translate into
flow in a river? - What pathways does water follow as it moves
through a catchment? - How does movement along these pathways impact the
magnitude, timing, duration, and frequency of
river flows?
31Planning Model
- Critical questions
- How should water be allocated to various uses in
time of shortage? - How can these operations be constrained to
protect the services provided by the river? - How should infrastructure in the system (e.g.,
dams, diversion works) be operated to achieve
maximum benefit? - How will allocation, operations, and operating
constraints change if new management strategies
are introduced into the system?
32A Simple System with WEAP21
33An Infrastructure Constraint
34A Regulatory Constraint
35Different Priorities
- For example, the demands of large farmers (70
units) might be Priority 1 in one scenario
whereas the demands of smallholders (40 units)
may be Priority 1 in another
36Different Preferences
30
10
- For example, a center pivot operator may prefer
to take water from a tributary because of lower
pumping costs
0
90
37Example
- How much water will the site with 70 units of
demand receive?
38Example (continued)
- How much water will be flowing in the reach
between the Priority 2 diversion and the Priority
1 return flow?
39Example (continued)
- What could we do to ensure that this reach does
not go dry?
40What Are We Assuming?
- That we know how much water is flowing at the top
of each river - That no water is naturally flowing into or out of
the river as it moves downstream - That we know what the water demands are with
certainty - Basically, that this system has been removed from
its hydologic context
41What Do We Do Now?
42Add Hydrology
43And this is the Climate Interface
44Integrated Hydrology/Water Management Analytical
Framework in WEAP21
45The WEAP 2-Bucket Hydrology Module
Surface Runoff f(Pe,z1,1/LAI)
Sw
Dw
46One 2-Bucket Model per Land Class
47Some Comments
- The number of parameters in the model is fairly
limited and is at least related to the
biophysical characteristics of the catchment - The irrigation routine includes an implicit
notion of field level irrigation efficiency - Seepage can only pass from the lower bucket to
the river, not the other way
48This Last Point Leads to a Stylized Groundwater
Representation
49Some Comments
- The geometry of the aquifers in question is
representative, not absolute - The stream stage is assumed to be invariant in
this module - Although the water table can fluctuate, it
ignores all local fluctuations
50The WEAP21 Graphical User Interface
Languages Interface Only English French Chinese S
panish
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52WEAPs Temporal and Spatial Scale
- Time step daily, weekly, monthly, etc.
- No routing, because all demands satisfied within
the current time step - Time step at least as long as the residence time
of period of lowest flow - Larger watersheds require longer time steps
(e.g., one month) - Smaller watersheds can apply shorter time steps
(e.g., 1-day, 5-day, 10-day)
53Some Ideas onCatchment Size
- Small lt 100 km2
- Medium 100 to 1,000 km2
- Large 1,000 to 10,000 km2
- Very large 10,000 to 100,000 km2
54Data Requirements
- Prescribed supply (riverflow given as fixed time
series) - Time series data of riverflows (headflows) cfs
- River network (connectivity)
- Alternative supply via physical hydrology
(watersheds generate riverflow) - Watershed attributes
- Area, land cover . . .
- Climate
- Precipitation, temperature, windspeed, and
relative humidity
55Data Requirements (continued)
- Water demand data
- Municipal and industrial demand
- Aggregated by sector (manufacturing, tourism,
etc.) - Disaggregated by population (e.g., use/capita,
use/socioeconomic group) - Agricultural demands
- Aggregated by area ( hectares, annual
water-use/hectare) - Disaggregated by crop water requirements
- Ecosystem demands (in-stream flow requirements)
56Example Data Resources
- Climate
- http//www.mara.org.za/climatecd/info.htm
- Hydrology
- http//www.dwaf.gov.za/hydrology/
- GIS
- http//www.sahims.net/gis/
- General
- http//www.weap21.org (resources)
57Calibration and Validation
- Model evaluation criteria
- Flows along mainstem and tributaries
- Reservoir storage and release
- Water diversions from other basins
- Agricultural water demand and delivery
- Municipal and industrial water demands and
deliveries - Groundwater storage trends and levels
58Modeling Streamflow
59Reservoir Storage
60Looking at Results
61WEAP21 Developing Climate Change and Other
Scenarios
- The scenario editor readily accommodates scenario
analysis, e.g., - Climate change scenarios and assumptions
- Future demand assumptions
- Future watershed development assumptions
62Licensing WEAP
- Go to www.weap21.org and register for a new
license (free for government, university, and
non-profit organizations in developing countries) - Register WEAP under Help menu and select
Register WEAP