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CASCaDE
A Tool for Examining the Effect of Climate Change on the San Francisco Delta Ecosystem
USGS:
Daniel Cayan, Jim Cloern, Mike Dettinger, Neil Ganju, Bruce Jafee, Noah Knowles, Lisa Lucas, Sam Luoma, Nancy Monsen, Francis Parchaso, Dave Peterson, Dave Schoellhamer, Robin Stewart, Jan Thompson
Collaborators:
Bill Bennett, Mark Stacey, Mick van der Wegen,Wayne Wagner, Christa Woodley
Our question: How do we inform management and restoration decisions about changing climate in a system where water supply and ecosystem function must be balanced?
• Largest Pacific estuary• 150,000 km2 watershed• Drinking water for 23 million• $30B agricultural industry• 8th
largest economy ??• At risk from levee failures• Largest tidal wetland in west•
Habitat for endangered species•
Site of 2 large scale restoration programs
Decisions are particularly difficult when so many anthropogenic and natural changes are occurring at a rapid rate. For example, we need to plan for challenges to our restorationsites,
…the planned and current water conveyance structures,
…and for catastrophic changes due to earthquakes and storms.
CASCaDE
ProjectComputationalAssessments ofScenarios
ofChange
in theDeltaEcosystem
We chose to build a series of tools to look at scenarios of change (NOT predictions) –
we
can change scenarios
Climate Change
Sea-Level Rise
Structural ChangesCASCaDE’s
strength is in
the interrelated 'cascade' of models
• Integrate processes
•
Characterize responses to simultaneous forcings
•
Highlight critical sensitivities
In response to our scenarios, we look at trends, thresholds, and indices that are relevant to ecological processes or management.
We started by targeting four climate scenarios from amongst 100+ recent climate-change projections
Consistent with California Climate Scenarios Assessment, 2006 and 2008• Medium warmer and drier
(GFDL-B1)
• Much warmer and drier
(GFDL-A2)
• Not so much warmer with no ppt
change
(PCM-B1)
• Medium warmer with no ppt
change
(PCM-A2)
Cayan et al,2006
Mike Dettinger, Dan Cayan
We will look at three examples where we use scenarios of climate change to illustrate how these changes cascade through to ecological changes.
Major RiversState ProjectsFederal ProjectsLocal Projects
The California Water Atlas (1978)
Noah Knowles: Watershed Model withOperations
# 1 Water Supply
Snowpack trends for all scenarios is shown to diminish as more of the precipitation arrives as
rain.m
m S
WE
mm
SW
E
Noah KnowlesJan 29, 1PM, Session A
GFDL-A2 Reservoir Storage
The resulting downward trend in reservoir storage has implications to the Delta ecosystem.
North
South
GFDLA2 - Exports
y = -2.26x + 12052
2001 2011 2021 2031 2041 2051 2061 2071 2081 2091
CFS
0
.5
1
1.5
2
The reduction in reservoir storage will result in reduced freshwater into the Bay and an overall trend downward in exports.
http://www.chinadaily.com.cn/china/2006-08/17/xin_3308031717203692474511.jpg
The system is presently “maintained”
by dikes that may breach at single locations or catastrophically at multiple locations.
# 2 Structures
We find that under our scenarios, sea level rises considerably by 2100, which is likely to strain natural and anthropogenic structures.
GFDL A2+ 0.9 m
Dan Cayan: Global Climate and Sea Level Model Jan 29 8:50AM
The frequency of high open coast sea levels in combination with large fresh water flows will increase considerably. The resulting combination of increased sea level & storm surges may prove catastrophic to some structures and stressful to some wetlands & restorations.
http
://sw
r.nm
fs.n
oaa.
gov/
hcd/
HC
D_w
ebC
onte
nt/n
ocal
/SFB
AYre
stPr
gm.h
tm
The stress between water for people and water for the ecosystem will get greater.
# 3 Changing Salt Field
Have we altered the carrying capacity?
0
20
40
60
80
Abun
danc
e In
dex Delta Smelt
1960 1970 1980 1990 20000
20000
40000
60000
80000
100000Longfin smelt
The decline of some fish species has resulted in listing species as threatened/endangered, altering freshwater exports, and causing ecologists to question if this is a food, habitat or contaminants problem.
Feb-June GFDL A2
0
10
20
30
40
50
60
<64 >64<75 >75<81 >81X2 (km)
Freq
uenc
y
2001-20252026-20502051-20752076-2100
A salinity standard (X2) was developed to protect fish and water supply. The position of X2 in the estuary is correlated with the success of some fish species either due to habitat or food supply.
6475
81
Ouch!
Ouch!
A sample message: it will be more difficult to maintain the standard.
We can also look for thresholds and change in frequency of thresholds within a time series to develop trends in stress for fish and biota.
2000 2010 2020 2030 2040 2050 2060 2070 2080 2090
5
10
15
20
25
30
T max
[οC
]
gfdl b1
2000 2010 2020 2030 2040 2050 2060 2070 2080 20900
10
20
30
40
50
60
70
80
90
100
Day
s/Y
ear >
25ο C
Sac Hood
Larry BrownJan 30, 1:40PM, Session D
GFDLA2
y = -5E-06x + 0.172
0.01
0.10
1.00
20012006201120162021202620312036204120462051205620612066207120762081208620912096
SJR
/Sac
R
By looking at the trend in the ratio of the outflow of the two major rivers we can examine potential changes in contaminant sources to the Delta if the riverine
sources remain constant.
In this example we find the ratio to be constant.
That is interesting however…..
…ratios may mean little if present structures are altered or new ones built. Indices such as these give us a starting point for thought experiments while the hydrodynamic model can show us changes in mixing and transport.
N. Monsen
Nancy MonsenHydrodynamicModel
CASCADE was born from our desire to understand how climate change would interact with natural and anthropogenic changes in the system. It is not our goal to predict change. It was and is a tool building exercise. Second, by using scenarios we can examine trends and thresholds for systems most at risk without the ever present distraction of which climate model is best.
Where we started: “This is hard enough, let’s not make it harder.”