Title: Decision Relevant Climate Change Impact Assessments using WEAP21
1Decision Relevant Climate Change Impact
Assessments using WEAP21
- Stockholm Environment Institute-Boston Center
- National Center for Atmospheric Research
- Natural Heritage Institute
- with support from
- U.S. EPA, Office of Research and Development
2Lets start with a quick introduction to the
original version of WEAP, and most other water
resource management simulation models for the
matter.
3A Simple System
4What are we assuming?
- That we know how much water is flowing at the top
of each river. - That we know how much water is flowing into or
out of the river as it moves downstream. - That we know what the water demands are with
certainty.
5What are we assuming?
- That we know how much water is flowing at the top
of each river. - That we know how much water is flowing into or
out of the river as it moves downstream. - That we know what the water demands are with
certainty. - Basicly, that this system has been removed from
it HYDROLOGIC context.
6What do we do now?
7ADD HYDROLOGY!
8Hydrology Model
Critical question How does rainfall on a
catchment translate into flow in a river?
Critical question What pathways does water
follow as it moves through a catchment? Runoff?
Infiltration? ET? Seepage?
Critical question How does movement along these
pathways impact the magnitude, timing, duration
and frequency of river flows?
9Planning Model
Critical question How should water be allocated
to various uses in time of shortage?
Critical question How can these operations be
constrained to protect the services provided by
the river?
Critical question How should infrastructure in
the system (e.g. dams, diversion works, etc) be
operated to achieve maximum benefit?
Critical question How will allocation,
operations and operating constraints change if
new management strategies are introduced into the
system?
10WEAP, with its integrated Hydrology Molude,
provides a framework for answering both set of
questions.
11WEAP Hydrology
12The WEAP 2-Bucket Hydrology Module
Surface Runoff f(Pe,z1,1/LAI)
13One 2-Bucket Model Per Land Class
14This last point leads to a stylized groundwater
representation
15An Example from California
16WEAP Schematic of Sacramento Watershed Based Model
17Calibration and Validation
- Model Evaluation (1961-1999)
- Flows Along Mainstem and Tributaries
- Reservoir Storage and Release
- Trinity Diversion
- Agricultural Water Demand
- Groundwater Storage Trends
- Yolo Bypass Flood Inundation
- Sacramento River Water Temperature
18Reservoir Storage
SHASTA
19Stylized Sacramento Climate Scenarios
20Phenologies of reproductive events in freshwater
phase of Chinook salmon life-cycle in the SV
watershed.? adult immigration ? spawning and
hatching ? juvenile emigration
21River Temperature Model
- First-order DO and temperature patterned after
Chapra (1997) - Water quality simulated for select rivers, where
tributaries, discharges, and return flows
prescribed. - Mass balance equations for each stream segment
- Hydrologic inflows from rivers and groundwater
sources simulate the water balance and mixing of
concentrations and temperature along each reach. - Same River network for the water resources and
the water quality simulation, and assumes
complete mixing.
22Temp. Profile Kms Downriver of Shasta Dam
June July Aug Sep
Historic 100 55 65 220
WmDry 55 14.5 14.9 50
WmWet 65 40 35 110
23Current Decision-Relevant Activity
- Collaborating with PCWA and EID on the
development of a WEAP21 model of the American
River Watershed for exploration of potential
climate change impacts. - Collaborating with DWR to see if the WEAP21
Framework can contribute to the quantitative
climate change assessment envisioned for
B160-2010. - Working with the California Climate Center on a
case study for the Sacramento Valley as part of a
climate change assessment report called for under
Governor Schwarzeneggers Executive Order S-3-05.
24Approach
- Develop refined WEAP model of the American River
watershed. - Apply the model to understand hydropower
potential of PCWA system. - Apply the model to understand the drought
vulnerability of the EID water supply system. - Potentially integrated with a model of the Yuba
River watershed which is managed by Nevada
Irrigation District and has substantial transfers
into the American River watershed.
25The American River Watershed in WEAP21
26North Fork American
27Preliminary Calibration 1990 - 1999
28Warmer and Drier Climate Scenario
29Current Decision-Relevant Activity
- Collaborating with PCWA and EID on the
development of a WEAP21 model of the American
River Watershed for exploration of potential
climate change impacts. - Collaborating with DWR to see if the WEAP21
Framework can contribute to the quantitative
climate change assessment envisioned for
B160-2010. - Working with the California Climate Center on a
case study for the Sacramento Valley as part of a
climate change assessment report called for under
Governor Schwarzeneggers Executive Order S-3-05.
30Approach
- Train DWR staff on the use of WEAP.
- Develop a link between Sacramento Valley
application and a Delta Water Quality Model. - Develop a link with a future demand scenario
generator developed by RAND. - Embed the Sacramento Valley application in a more
stylized system-wide model. - Run a series of climate change scenarios.
- Evaluate with DWR if the WEAP framework can be
used for quantitative climate change analysis in
Bulletin 160-2010.
31Current Decision-Relevant Activity
- Collaborating with PCWA and EID on the
development of a WEAP21 model of the American
River Watershed for exploration of potential
climate change impacts. - Collaborating with DWR to see if the WEAP21
Framework can contribute to the quantitative
climate change assessment envisioned for
B160-2010. - Working with the California Climate Center on a
case study for the Sacramento Valley as part of a
climate change assessment report called for under
Governor Schwarzeneggers Executive Order S-3-05.
32Approach
- Disaggregate HUCs to ID level
- Calibrate model
- Run climate change scenarios
- Modify assumptions (e.g. changing irrigation
technology/efficiency, varying cropping patterns,
conversion of farmland to urban use, etc.) - Re-run scenarios
- Perform economic assessment
33Spatial Disaggregation
Sacramento Valley WEAP Model
34Spatial Disaggregation
Before
After
Stone Corral HUC
35Model Calibrated for Stone Corral
- Regional water consumption and delivery within
Sacramento-Stone Corral HUC corresponds to
historic data. - Irrigation district level water consumption and
delivery reflects historic observations. - Groundwater levels follow historic trend.
36Future Work
- Disaggregate and calibrate Lower Butte HUC
- Run climate change scenarios
- Modify Assumptions (e.g. add dynamic cropping
patterns) - Perform economic assessment
37Conclusions
- The hydrology module is a powerful tool for
considering changing catchment dynamics. - Hydrology is essential for conducting rigorous
analysis of climate change impacts. - Hydrology could be very interesting for sectoral
economic analysis because it considers several
resources in a catchment, rainfed and irrigated
agriculture, forest and range management, fish
appropriate flows. - Increasing activity is taking place with the
WEAP21 Framework in California, with the real
potential to influence decision-making processes.