development of moving nest in fv3gfs - hfip.org · global distribution of tc genesis ramsay,...

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Development of Moving Nest in FV3GFS: Rationale and Accomplishments X. ZHANG 1,2 , A. HAZELTON 1,2 , W. RAMSTROM 1,2 , G. ALAKA, JR. 1,2 , H. CHEN 1,2 , M.-C. KO 1,2 , R. ST. FLEUR 1,2 , S. GOPALAKRISHNAN 1 , AND F. D. MARKS, JR. 1 ( 1 AOML/HRD & 2 UM/CIMAS) COLLABORATORS : T. BLACK, G. GAYNO, J. ABELES, J. ALPERT, T. MCGUINNESS, A. MEHRA, AND V. TALLAPRAGADA (NCEP/EMC) L. HARRIS, Z. LIANG, M. MORIN, M. BENDER, AND S.-J. LIN (GFDL) 1

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Page 1: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Development of Moving Nest in FV3GFS: Rationale and Accomplishments

X. ZHANG1,2, A. HAZELTON1,2, W. RAMSTROM1,2, G. ALAKA, JR. 1,2, H. CHEN1,2, M.-C. KO1,2, R. ST. FLEUR1,2, S. GOPALAKRISHNAN1, AND F. D. MARKS, JR. 1 (1AOML/HRD & 2UM/CIMAS)COLLABORATORS:T. BLACK, G. GAYNO, J. ABELES, J. ALPERT, T. MCGUINNESS, A. MEHRA, AND V. TALLAPRAGADA (NCEP/EMC)L. HARRIS, Z. LIANG, M. MORIN, M. BENDER, AND S.-J. LIN (GFDL)

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Page 2: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Accomplished and Ongoing Tasks Accomplished

Completed end-to-end nested FV3GFS installation on Theia and Jet Successfully tested 3-km nest forecast (7-day run) in the Atlantic basin with tropics global

configuration Transferred hurricane analysis and forecast products & graphics (GPLOT) for HWRF-B to

FV3GFS (See HWRF-B TC & forecast products in Dr. G. Alaka’s talk tomorrow) Native grid visualization and analysis system

Ongoing Developing moving nest capacity Evaluating physics parameterization schemes in FV3GFS with hurricane field observations

and satellite data (PBL, surface layer, microphysics, etc.) Configuring static high-resolution nests for Eastern/Central/Western Pacific basins Developing ensemble capacity Transitioning forecast products for HWRF-B to FV3GFS (See FV3GFS TC & forecast products in

Dr. A. Hazelton’s talk tomorrow)

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Page 3: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Moving Nest Approach and Global ConfigurationPurpose-driven development

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Page 4: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Global Distribution of TC Genesis

Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia of Natural Hazard Science. 15 Aug. 2018. http://naturalhazardscience.oxfordre.com/view/10.1093/acrefore/9780199389407.001.0001/acrefore-9780199389407-e-79.

The global distribution of tropical cyclone formation points for the period of most reliable global best track data, 1985–2014. The percentage of tropical cyclones occurring in each basin (relative to the global total) is also shown based on data from 1990 to 2014

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Page 5: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Locations of TC Lifetime Maximum Intensity

Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia of Natural Hazard Science. 15 Aug. 2018. http://naturalhazardscience.oxfordre.com/view/10.1093/acrefore/9780199389407.001.0001/acrefore-9780199389407-e-79.

The locations of lifetime maximum intensities (LMI) of tropical cyclones for the period 1985–2014. LMI is color-coded according to category on the Saffir-Simpson Hurricane Wind Scale.

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Page 6: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Distribution of Global TC Tracks

Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia of Natural Hazard Science. 15 Aug. 2018. http://naturalhazardscience.oxfordre.com/view/10.1093/acrefore/9780199389407.001.0001/acrefore-9780199389407-e-79.

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Page 7: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

WMO Regional Specialized Meteorological Centers and TC Warning Centers

https://www.nhc.noaa.gov/aboutrsmc.shtml

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Page 8: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Tropical Channel Configuration 8

Page 9: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

What do multiple moving nests look like in global model?

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00Z Sept. 7, 2018

06L: Florence08L: Helene09L: Isaac17E: Olivia26W: Mangkhut

Page 10: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Moving grid structure 10

Refinement Movement Over edge Over tri-vertex

Page 11: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Native Grid Visualization and RepresentationAccurate and intuitive visualization

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Page 12: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Cubed Sphere Grid Representation 12

Page 13: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Global Native Grid Representation 13

Page 14: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Physics Parameterizations for Tropical CyclonesCustomizing physics based on observations

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Page 15: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Drag Coefficient 15

J. A. Zhang et al. (2007) Powell et al. (2003)

Page 16: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Thermal Exchange Coefficient 16

J. A. Zhang et al. (2008)

Page 17: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Thermal Exchange Coefficient 17

J. A. Zhang et al. (2008)Average ratio of Ck/Cd: 0.63

Page 18: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Products for Forecasts and ResearchDeveloping customer-oriented products

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Page 19: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Secondary Eyewall in Hurricane Florence

• Initial eye contraction and RI• Asymmetric intensification despite

eye staying same size• ERC and expansion of wind field• Diurnal cycle in convection

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Page 20: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Michael Cylindrical Analysis036h 066h048h

• Wavenumber analysis shows how Michael became more symmetric as the shear decreased

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Page 21: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Extra Slides 21

Page 22: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Roadmap to Hurricane Analysis & Forecasting System (HAFS)

NEMS-FV3GFS

Moving Algorithm

FV3GFS

FV3 DyCore FMS Infrastructure

Global/MNIF Pre-processing

MNIF Post-processing & Diagnostic Products

Terrestrial Inputs Meteorological/Aerosols/Chemistry Inputs

Post-processing & Diagnostic Products

Nest DA

Global DA

Obs

erva

tions

Ensemble-FV3GFS

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Page 23: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Nest Grid Representation 23

Page 24: Development of Moving Nest in FV3GFS - hfip.org · Global Distribution of TC Genesis Ramsay, Hamish. 2017 "The Global Climatology of Tropical Cyclones." Oxford Research Encyclopedia

Irma Example

• Track is generally consistent with obs(slightly NE by Day 7)

• Storm is very intense (down to 890 hPa in the model)

• Ocean coupling needed

• Evaluation and re-calibration of global physics parameterizations in tropics needed

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