![Page 1: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/1.jpg)
Regional Climate Change, Sea Level Rise & Water ResourcesRegional Climate Change, Sea Level Rise & Water ResourcesJayantha Obeysekera, Ph. D.,P.E., D.WRE(Obey)
Hydrologic & Environmental Systems Modeling
Jayantha Obeysekera, Ph. D.,P.E., D.WRE(Obey)
Hydrologic & Environmental Systems Modeling
APA Florida 2011 Conference September 8, 2011
![Page 2: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/2.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Role of SFWMD in SE Climate Compact
Membership in:
• Steering Committee
• Several Subcommittees
• Working group for developing unified Sea Level Rise Projections
Provide technical assistance in regional-scale issues
Address regional-scale implications of climate variability, change, and sea level rise on our mission (vulnerability & adaptation)
Monitor evolution of “Science”
![Page 3: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/3.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Geographical Scope of Climate Change
“Actionable” science is more and more desirable
![Page 4: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/4.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
The IPCC formed in 1988 under auspices of the United Nations
Governments require information on climate change for negotiations
Function is to provide assessments of the science of climate change
Last report: AR4 (2007)
Next report: AR5 (2013-2014)
Changes in Climate can be due to both natural variability and human activity
Intergovernmental Panel on Climate Change (IPCC)
www.ipcc.ch
![Page 5: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/5.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
IPCC Projections
Phenomenon and direction of trend
Likelihood that trend occurred in
the late 20th century (typically
post 1960)
Likelihood of future trends
based on projections for 21st century using SRES scenarios
Warmer and fewer cold days and nights Very likely (>90%) Virtually certain
(>99%)
Warmer and more frequent hot days and nights
Very likely Virtually certain
Warm spells/heat waves. Likely Very likely
Heavy precipitation events
Likely Very likely
![Page 6: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/6.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
IPCC Projections (cont.)
Phenomenon and direction of trend
Likelihood that trend occurred in
the late 20th century (typically
post 1960)
Likelihood of future trends
based on projections for 21st century using SRES scenarios
Areas affected by drought increases.
Likely (in many regions since
1970’s)Likely
Intense tropical cyclone activity increases Likely
(in some regions since 1970)
Likely
Increased incidence of extreme high sea level Likely Likely
![Page 7: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/7.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Current & Evolving Climate Conditions:World Aug 2010 Pakistan Russia China
![Page 8: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/8.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Current & Evolving Climate Conditions : United States
![Page 9: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/9.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Credit: Victoria Morrow (Broward County)
More closer to home!
Credit:Joseph Park (SFWMD)Ocean Avenue, A1A
Miami-Dade CountyCredit: Miami-Dade DERM
![Page 10: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/10.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
More closers to home (cont.)
![Page 11: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/11.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
![Page 12: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/12.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Courtesy: Chris Lansea.National Hurricane Center
Tropical Storms: Natural Variability versus Anthropogenic Effects?
Natural Variability?
Ass
ets
![Page 13: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/13.jpg)
The National Climate Assessment
EventAPA Florida 2011 Conference
NameJayantha Obeysekera
http://assessment.globalchange.gov
![Page 14: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/14.jpg)
14
NCADAC Members (Non-Federal)• Edward Maibach
George Mason University• Rezaul Mahmood
Western Kentucky University• Michael McGeehin
RTI International• Philip Mote
Oregon State University• Jayantha Obeysekera
South Florida Water Management District
• Marie O’NeillUniversity of Michigan
• John PoseyEast-West Gateway Council of Governments
• Sara PryorIndiana University
• Richard SchmalenseeMassachusetts Institute of Technology
• Henry G. SchwartzHGS Consultants, LLC
• Joel SmithStratus Consulting
• Daniel AbbasiMission Point Capital Partners
• E. Virginia ArmbrustUniversity of Washington
• T. M. Bull BennettKiksapa Consulting, LLC
• Rosina BierbaumPCAST, University of Michigan
• Maria BlairAmerican Cancer Society
• Lynne CarterLouisiana State University
• F. Stuart Chapin IIIUniversity of Alaska
• Camille ColeyFlorida Atlantic University
• Jan DellCH2MHill
• Plácido dos SantosArizona Department of Water Resources
• Paul FlemingSeattle Public Utilities
• Guido FrancoCalifornia Energy Commission
• Mary GadeGade Consulting
• Aris GeorgakakosGeorgia Institute of Technology
• David HalesCollege of the Atlantic
• Mark HowdenAustralian Commonwealth Scientific and Industrial Research Organization
• Anthony JanetosJoint Global Change Research Institute
• Peter KareivaThe Nature Conservancy
• Rattan LalOhio State University
• Arthur LeeChevron Corporation
• Diana LivermanUniversity of Arizona and Oxford University
![Page 15: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/15.jpg)
15
Regions
Northeast
Southeast and Caribbean
Midwest
Great Plains
Northwest
Southwest
Alaska and Arctic
Hawaii and Pacific Islands
+ Puerto Rico and US Virgin Islands
+ Guam, Northern Mariana Islands, American Samoa and other minor outlying islands
![Page 16: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/16.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Potential Impacts on Water Resources Management in South Florida
Natural CyclesInterannual
(e.g. El Nino and La Nina) to
Multi-decadal(e.g. AMO*)
Solar, Volcanos
Human InducedLand use changesGreenhouse gases
Climate Change Drivers
Quartet of change:Stressors
• Rising Seas
• Temperature
• Rainfall, floods, and droughts
• Tropical Storms & Hurricanes
Water Management Impacts
• Direct landscape impacts (e.g. storm surge)
• Water Supply(e.g. droughts, saltwater intrusion)• Flood Control(e.g. urban flooding, hurricanes)• Natural Systems(e.g. ecosystem impacts, both coastal and interior)
*Atlantic Multi-decadal Oscillation of temperature in the Atlantic Ocean
![Page 17: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/17.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Water Management – Potential Sea Level Rise Impacts
Direct impacts on the coastal belt (storm surge)
Flood Protection (urban flooding, hurricanes)
Water Supply (saltwater intrusion)
Natural Systems (ecosystems along the coast)
Ocean Avenue, A1A
![Page 18: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/18.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
SFWMD White Paper, Technical Paper & Strategy
Two Important Questions:
• Which decisions are likely to be affected and could benefit from adaptation strategies (Type I) in the short term?
“No Regret Strategies”
• Which decisions are likely to be affected but for which adaptation strategies (Type II) could be deferred without serious consequences?
![Page 19: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/19.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Sea Level Rise
![Page 20: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/20.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Rising Seas – Historical Data
![Page 21: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/21.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Sea Level RiseEnvrironmental Impacts
Relocation and possible reduction of mangrove forests
Forced migration of wading birds north
Potential peat collapse, coastal erosion, and redistribution of sediments
Salinity intrusion into freshwater marshes can: discharge toxic hydrogen sulfide, cause coastal fish kills, and increase habitat loss
![Page 22: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/22.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Impacts of Rising Seas: Flood Control
Ocean Side(tailwater) Land Side(headwater)
Coastal Structure
![Page 23: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/23.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Impacts of Rising Seas: Flood Control
Ocean Side(tailwater) Land Side(headwater)
Coastal Structure
![Page 24: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/24.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Area Surrounding S-27 Structure
S-27
C-7 Canal
![Page 25: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/25.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Vulnerable Structures
Preliminary review based on original designs
28 gravity structures on the East Coast
Six gravity structures on the west coast
Most vulnerable structures are in Miami-Dade and Broward counties
Prioritized 3 structures
S-27
S-28S-29
![Page 26: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/26.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Rising Seas - Water Supply:Saltwater Intrusion
![Page 27: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/27.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Coupled Atmosphere-Ocean General Circulation Models (AOGCMs)
Over 20 different models
![Page 28: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/28.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Concerns about global models
Uncertainties in GCM predictions due to:
Poor resolution – South Florida not even modeled in some GCMs; greater errors at smaller scales
From IPCC AR4-WG1, Ch. 8 - Simulation of tropical precipitation, ENSO, clouds and their response to climate change, etc.
![Page 29: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/29.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Global Climate Models(GCMs)
Observed Climate Data
Is there evidence that climate is changing in
Florida? How well are south Florida’s climate and
teleconnections represented by climate
models?
How do climate projections affect water resources management?
Simulation of Late 20th Century
21st Century Climate
Projections
Downscale global information to regional information
A systematic approach for using climate model data
![Page 30: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/30.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Historical decrease in wet season precipitation, which is most evident for the month of May.
May Precipitation – post-1950
70
# of Wet Days Dry Season - POR
17
Historical increase in the number of wet days during the dry season, especially during NDJ.
Historical Trends
![Page 31: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/31.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Florida - Main Observations
Hydrologic & Environmental Systems Modeling
Precipitation and temperature statistics at 32 stations in Florida analyzed for trends using non-parametric techniques
number of wet days during the dry season – POR May precipitation throughout the state – POR and
especially post-1950. May be linked to changes in start of the wet season.
Urban heat island effect – urban (and drained) areas Tave and number of dog days for wet (warm)
season especially post-1950 Decrease in DTR ( Tmin > Tmax) Annual maximum of Tave and Tmin for all seasons
in POR and especially post-1950
![Page 32: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/32.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Downscaling
“Downscaling
Atmosphere-Ocean General Circulation Models (AOGCM)
Regional Climate Models (RCM)
![Page 33: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/33.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
By 2050 (findings to date - may change as science evolves)
Variable Global ModelsStatistically
Downscaled Data
Dynamically Downscaled
Data
Average Temperature
1 to 1.5ºC 1 to 2ºC 1.8 to 2.1ºC
Precipitation -10% to +10% -5% to +5% -3 to 2 inches
Reference Crop Evapotranspiration
3 to 6 inches
![Page 34: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/34.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
15
20
25
30
2 4 6 8 10 12
1960
1980
2000
2020
2040
2060
2080
Everglades
Month
Te
mp
era
ture
(d
eg
C)
Hotter and Longer Summer?
2011
2100
![Page 35: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/35.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Sources of Sea Level Rise
Thermal Expansion
Land-based Ice(Glaciers, Ice Sheets in Greenland, Antarctica)
Terrestrial Water Input
Vertical Land Movement
![Page 36: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/36.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Future Projections of Sea Level Rise: Polar Ice Uncertainty
Greenland(~ 2 million sq.km.)
Antarctica(~5.4 million sq. km.)
![Page 37: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/37.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
1950 2000 2050 2100
05
00
10
00
15
00
20
00
Year
Global
Key West
What is the future rate of acceleration?
Rapid acceleration due to ice sheet loss
Medium acceleration
Continuing current trend
Sea
Lev
el R
ise
rela
tive
to 2
010
(mm
)
![Page 38: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/38.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Year2030 2050 2080 2100
0
10
20
30
40
50
60
70Sea
Leve
lRis
e (
in.)
FSU
RN C
Hig
hR a
nge
L ow
R ange
19.2
4.8
10.8
2.4
8.4
30.0
7.0
60.0
NRC
P lannin
g H
o rizon (
~2
06
0)
1foot
2feet
3feet
4feet
5feet
CGM
FSU
CGM
CGM
CGM
IPCC
Bro
wa r
d
79.0
31.5
UN
EP (
20
09
)
• Resilience• Adaptive Capacity• “no regret strategies”• Adaptive Management
• Alternative Futures• Contingency Plans
5
20
![Page 39: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/39.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
SourceReference
Year
SLR Projection (inches)
2030 2050 2060 2100
Historic South Florida Trend (2.37 mm/yr)
2000 2.8 4.7 5.6 9.3
Southeast Florida Regional Climate Change Compact (2011)
2010 3-7 9-24
Miami-Dade Climate Change Advisory Task Force (Miami-Dade County, 2008)
2000 >18 36-60
Broward County Climate Change Advisory Task Force (Broward County, 2010)
2000 3-9 10-20 24-48
South Florida Water Management District (SFWMD, 2009)
1990 5-20
![Page 40: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/40.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Tropical Storms & Climate Change
Tropical cyclones to shift towards stronger storms (2-11% intensity increase by 2100)
Decrease in global frequency of tropical cyclones (6-34%)
Increase in the frequency of the most intense cyclones
Increase in rainfall rate, 20% within 100 km of storm center
Knutson et. al, nature geoscience, 2010
![Page 41: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/41.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
New Pump StationSpillway
Adaptation to Rising SeasExample: Forward Pumping at S-26 Structure
![Page 42: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/42.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Saltwater Intrusion: Adaptation
Determine saltwater/ freshwater interface
Update saltwater intrusion monitoring network
Identify utilities at risk Implement water conservation Alternatives sources of water Supply Incorporate sea level rise in planning
efforts Regional coordination
![Page 43: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/43.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Water Supply and Water Conservation
Continue looking at opportunities and technologies to reduce amount of additional freshwater needed for water supply
Look at opportunities touse reuse as a hydraulic barrier
Implement water conservation measures
Develop alternative water supply options
![Page 44: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/44.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING44
Inundation Mapping Areas <= MHHW + SLR Scenario
Calculated using 50-ft DEMs(shown here above a 10-ft DEM backdrop)
Not an Official MapDo NOT Use or Distribute
![Page 45: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/45.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Flood Event Model Development
Collaboration with Hydrologic Engineering Center ($75K for 3 years )
Accelerate planned development linking:• MODFLOW (groundwater)
• RAS (canal network model)
Linkage facilitated through OpenMI (Open Modeling Interface)
Initial testing in C-4 Basin
![Page 46: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/46.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGCourtesy: Eric Swain, USGS
Groundwater salinity difference with two-foot sea-level rise
![Page 47: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/47.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Risk Management
![Page 48: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/48.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Questions!
Recent cabinet meeting of the island nation, Maldives
![Page 49: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/49.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
Reverse flow during high-tide: A simple adaptation strategy
![Page 50: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/50.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
PAST: 8-10 inch/century FUTURE: 1 foot rise by 2040-207
WHY?
SE Florida SLR Projection
![Page 51: 9/8 THUR 16:00 | 4-County Climate Change Planning 1](https://reader035.vdocuments.site/reader035/viewer/2022070317/5562aa1bd8b42a2e6e8b4a96/html5/thumbnails/51.jpg)
HYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELINGHYDROLOGIC & ENVIRONMENTAL SYSTEMS MODELING
• Chief Modeler, Hydrologic & Environmental Systems Modeling, South Florida Water Management District
• Technical lead, Climate Change for SFWMD
• Member, two committees of the U.S. National Academy of Science
• Member, U.S. National Climate Assessment Development & Advisory Committee (appointed this month)
SFWMD & I