Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o...

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Update on International Storm Surge Activities at RSMC Miami Brian Zachry and Jamie Rhome WMO RA-IV RSMC/CIFDP-C System Developer

Transcript of Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o...

Page 1: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

Update on International Storm Surge Activities at RSMC Miami

Brian Zachry and Jamie Rhome

WMO RA-IV RSMC/CIFDP-C System Developer

Page 2: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

WMO CIFDP-C

o Coastal Inundation Forecasting Demonstration Project (CIFDP) initiated by Joint WMO-IOC Technical Commission for Oceanography and Marine Meteorology (JCOMM)

o At the 5th meeting of the CIFDP Program Steering Group (May 2014, Geneva), the previous Sub-Project for Dominican Republic (CIFDP-DR) was re-scoped for a Caribbean/regional approach and denoted CIFDP-C

o CIFDP-C will be initially demonstrated and tested for the Dominican Republic and Haiti

o Develop SLOSH products for planning, preparedness, and forecasting

o RSMC Miami will provide the leading technical contribution, in collaboration with the PSG and other partners

o Fully funded by USAID (1.2 Million U.S. Dollars)

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WMO CIFDP-C Participants

RSMC MiamiJamie Rhome CIFDP-C System Developer

Brian Zachry CIFDP-C Project ManagerEthan Gibney CIFDP-C Grid Builder

NWS Environmental Modeling CenterAndre Van der Westhuysen and Dongming Yang

CIFDP-C Modelers

Florida International UniversityKeqi Zhang CIFDP-C DEM and Grid Builder

Page 4: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

o Almost 50% the deaths are due to storm surge

o Over 80% of deaths are due to water

o Wind causes less than 10% of deaths

2,544 Fatalities From 1963–2012

Why the Need for a Demonstration Project

Edward N. Rappaport, 2014: Fatalities in the United States from Atlantic Tropical Cyclones: New Data and Interpretation. Bull. Amer. Meteor. Soc., 95, 341–346.

Storm Surge

49%

Rain

27%

Surf

6%

Wind

8%

Tornado

3%

Other

1%Offshore

6%

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CIFDP-C Demonstration Project Plan

Project Scoping and Preparation:

Definitive National Agreement (DNA), training, and initial data inventory

Project Planning and Design:

Stakeholder workshop, establish National Coordination Team (NCT), regional buy-in, initial project design/setup (Mexico demo)

System Development:

Digital elevation model (DEM), SLOSH/wave grid creation and quality control, and model development

Develop Training modules

System Validation:

MOMs/MEOW creation, QA/QC, and model validation

Deploy online training modules

Phase 0 2013-2014

Phase 1 2015

Phase 2 2016

Phase 3 2017

Phase 4 2018

System Integration and Training:

System implementation, project evaluation, specialized training workshop

Project evaluation and recommended application to region (RA-IV)

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Specialized Storm Surge Training

o First-ever international storm surge modeling workshop held at NHC/FIU in January 2015, funded by the WMO

o Students consisted of various Nations from the WMO RA-IV region plus participants from the Philippines (PAGASA) and JMA

o Specialized training focused on setting up, running, and analyzing SLOSH model results and required data sets necessary for properly setting up and validating a storm surge modeling system

o NHC gathered feedback from workshop participants to lay foundation for CIFDP-C system design and implementation in member Nations

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CIFDP-C Project Kickoff and NCT Meeting in Dominican Republic

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Hispaniola Demonstration Project Phases

Project Scoping and Preparation:

Definitive National Agreement (DNA), training, and initial data inventory

Project Planning and Design:

Stakeholder workshop, establish National Coordination Team (NCT), regional buy-in, initial project design/setup (Mexico demo)

System Development:

Digital elevation model (DEM), SLOSH/wave grid creation and quality control, and model development

Develop Training modules

System Validation:

MOMs/MEOW creation, QA/QC, and model validation

Deploy online training modules

Phase 0 2013-2014

Phase 1 2015

Phase 2 2016

Phase 3 2017

Phase 4 2018

System Integration and Training:

System implementation, project evaluation, specialized training workshop

Project evaluation and recommended application to region (RA-IV)

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MEXICO DEMONSTRATION PROJECT

Page 10: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

Mexico Storm Surge Demonstration Project

o Collaboration between RSMC-Miami, Florida International University, and the Coastal Processes and Engineering Laboratory of the Sisal Academic Unit of the Engineering Institute of the UNAM

o Explore the feasibility of using SLOSH within WMO RA-IV:o Initial scoping project in the Yucatan

Peninsula due to data availability

o Establish a technical foundation for the CIFDP-C

o Establish a framework for sharing storm surge modeling expertise and data between RSMC Miami and RA-IV member nations

Page 11: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

SLOSH Basin for Yucatan Peninsula

Hyperbolic Grid:

529 x 1620

(856,980 cells)

Developed by:

Wilmer Rey

Sánchez (MEX)

LIDAR

data

o First ever SLOSH basin for the Yucatan Peninsula

o Working to understand IT requirements and datanecessary to develop SLOSH within Mexico

o LIDAR data supplemented with ETOPO1 (1.8 km) global relief model for topography and bathymetry data

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Page 13: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

Mexico Storm Surge Demonstration ProjectCategory 3 MOM (Mean Tide)

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CIFDP-C DATA COLLECTION AND DATA ASSESSMENT

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FIU Surveyed Areas in Dominican Republic

Page 16: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

Boxplots for Grid Elevations and Survey Elevations for all Sites

Grey area represents the 25th to 50th percentiles; yellow 50th to 75th

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TanDEM-X

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TanDEM-X Data Availability

o Availability as of March 2016

o Estimated cost: ~100K U.S. dollars for study area

o Working with NWS International Affairs and FIU to establish an agreement regarding data sharing and savings for CIFDP-C

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Raw TanDEM-X: Santo Domingo Airport

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Topography Data Comparison: Miami, FL

Downtown Miami, FL

ASTER SRTM

LIDAR TanDEM-X

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LIDAR TanDEM-X

Filtering Methods to create DTM

Topography Data Comparison: Miami, FL

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TanDEM-X Data for Hispaniola

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DTM Creation: Torbeck, Haiti

Raw Data ATIN Filter Method

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DTM Comparison: Torbeck, Haiti

Profile Location

DTM Comparison: ASTER, SRTM, TanDEM-X

Page 25: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

o NOAA single and multi-beam sounding surveys

o NOAA Tsunami programo CIFDP-C NCT data

collectiono IOC bathymetry

o Already incorporated into model grids

Bathymetric Data

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NOAA Global Shoreline Global 30m Land Cover from China

Supplemental Information

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CIFDP-C SYSTEM DEVELOPMENT

Page 28: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

CIFDP-C System Development

o Implement a coupled storm surge and wave modeling system o SLOSH hydrodynamic modelo Wave model recommended by IOOS modeling

testbed

o Develop products for planning, preparedness, and forecastingo SLOSH MOMs and MEOWso Same display system as employed by RSMC-Miami

(SLOSH Display Program)

o Provide specialized training programs on how to use the storm surge products for planning and preparedness

Page 29: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

Leveraging U.S. Modeling Testbedfor Puerto Rico and the Virgin Islands

o Evaluate wave/surge operational modeling/forecasting in steep-sloped regions such as the Caribbean

o Features regional-scale and nearshore-scale field cases using SWAN wave model

o Broad participation from academic and operational communities with a wide range of surge and wave models

o Conclude with recommendations for operational environment and facilitate the transition to NOAA’s National Hurricane Center

Page 30: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

2nd Generation Wave Model for SLOSH

o Initial model development and evaluation of a 2nd generation wave model to couple with SLOSH

o Selected the Great Lakes Wave Model and began adding wave physics parameterizations

o Model uses simplified physics, but is cheaper computationally than SWAN or WW3

o More suitable to couple with SLOSH than SWAN

Page 31: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

𝜕𝐸𝑊𝜕𝑡

+𝜕𝐶𝑔 ∙ 𝐸𝑊

𝜕𝑥= 𝑆𝑤𝑖𝑛𝑑 + 𝑆𝑑𝑖𝑠𝑠

𝜕𝐸𝑠𝜕𝑡

+𝜕𝐶𝑔 ∙ 𝐸𝑠

𝜕𝑥= 𝑆𝑑𝑖𝑠𝑠

o Wind seas (Ew): grows when angle between wave direction and wind direction is < 90o, and wind velocity is larger than phase velocity

o Swell transition: associated wind sea wave energy now propagates without further generation and is treated as swell energy (𝐸𝑠)

o Swell frequency: equals corresponding wind sea frequency at the point when the wave growth ends

o Total variance: adding 𝐸𝑤 and 𝐸𝑠 for each wave direction and integrating through all directions

Wind Sea:

Swell:

Ew

Es

Wave Model Discretization

Page 32: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

70

0

U10

(m/s)

o Hypothetical Category 5 Hurricane

o Storm center crosses Puerto Rico from the South to the North

o Maximum wind speed around 65 m/s

Parametric Wave Model Test Case

Page 33: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

12m

0

t = 55 hr t = 60 hr t = 65 hr t = 70 hr

SWAN Model, Runtime=12hr

Parametric Wave Model, runtime=70 min

Wave Height Comparison

Page 34: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

10 N/m2

0

t = 55 hr t = 60 hr t = 65 hr t = 70 hr

SWAN Model, Runtime=12hr

Parametric Wave Model, runtime=70 min

Wave Radiation Stress Comparison

Page 35: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

Rincon (NW) San Juan (NE)

Emajagua (SE)

Wave Height Comparison

1 2

3

1 2

3

Page 36: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

Parametric Wave Model

SLOSH

Initialize

Time

Time

WL

RS RS

WL

o SLOSH is driver, with parametric wave model as a subroutine

o Compiled into single, efficient executable

o To be used for computation of MEOW surge/inundation envelopes

Coupling time step

Wave Model Coupling to SLOSH

Page 37: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

SLOSH Grid Development

o Tested different SLOSH basin configurations for optimal grid resolutions in main areas of interest

o Developed an initial SLOSH basin for testing and evaluation of run times and stability analysis

o Evaluated current data requirements, data availability, and data gaps

Hyperbolic Basin1,653,750 cells

Page 38: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

SLOSH Model Results

SLOSH Category 5 Hurricane Moving NW at 20 mph

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River Coupling Methodology: Ozama River

Page 40: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

Accurate and Timely QPE for CIFDP-C?

• Many countries in Latin America, including DR, lack timely and accurate Quantitative Precipitation Estimates (QPE)

• While QPE products are available from GOES satellites, accuracy typically suffers in tropical environments and areas of complex terrain. • Dissemination is a challenge

• GOES-R will provide improved QPE• Baseline rainfall rate product from ABI IR

brightness temperatures will be calibrated in real time against microwave-derived rain rates to enhance accuracy.

Page 41: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

TRAINING MODULES AND OUTREACH MATERIAL

Page 42: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

Dissemination and Data Availability

• NHC will host the CIFDP-C MOMs on an online web portal for high-resolution inundation mapping

• Provide GIS data

• Map services

Page 43: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

SLOSH Display Program

Page 44: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

DemoDemo

Page 45: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

Translation of Outreach Material

Page 46: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

Translation of Existing COMET Modules to Spanish and French

Storm Surge Forecasting

Tropical Cyclone Forecast Uncertainty

Page 47: Update on International Storm Surge Activities at RSMC Miami...Specialized Storm Surge Training o First-ever international storm surge modeling workshop held at NHC/FIU in January

Jamie Rhome, Team Lead

Dr. Brian Zachry

Tarah Sharon

William Booth

Ethan Gibney

Cody Fritz

Laura Paulik

Taylor Trogdon

[email protected]

(305) 229-4448

hurricanes.gov/surge

@NHC_Surge

NHC’s Storm Surge Unit