bias corrections of storm counts from best track data chris landsea, national hurricane center,...

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Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab, Princeton, USA Lennart Bengtsson, University of Reading, England Tom Knutson, Geophysical Fluid Dynamics Lab, Princeton, USA 6 May, 2009 IBTrACS Workshop

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Page 1: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Bias Corrections of Storm Counts from Best Track Data

Bias Corrections of Storm Counts from Best Track Data

Chris Landsea, National Hurricane Center, Miami, USA

Gabe Vecchi, Geophysical Fluid Dynamics Lab, Princeton, USA

Lennart Bengtsson, University of Reading, England

Tom Knutson, Geophysical Fluid Dynamics Lab, Princeton, USA

Chris Landsea, National Hurricane Center, Miami, USA

Gabe Vecchi, Geophysical Fluid Dynamics Lab, Princeton, USA

Lennart Bengtsson, University of Reading, England

Tom Knutson, Geophysical Fluid Dynamics Lab, Princeton, USA

6 May, 2009

IBTrACS Workshop

6 May, 2009

IBTrACS Workshop

Page 2: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

“This record [of Atlantic tropical cyclone counts] … shows a strong, long-term relationship with tropical Atlantic August-October SST…The underlying factor appears to be the influence of (primarily anthropogenic) forced large-scale warming.”

Page 3: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

“Although wind estimates prior to the 1940s are problematic, detection of the existence of tropical cyclones is less so,because without aircraft and satellites towarn them off, ships often encounteredstorms at sea, at least peripherally. A reasonably reliable record of annual North Atlantic tropical cyclone counts is thus available back into the late nineteenth century.” --- Mann and Emanuel (2006)

Page 4: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

A Typical Day in 2009 – Marine Data Available

around 12 UTC

Page 5: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

A Typical Day in 2009 – Marine Data Available

around 12 UTC

Page 6: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

A Typical Day in 2009 – Marine Data Available

around 12 UTC

Page 7: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

A Typical Day in 2008 – Marine Data Available

around 12 UTC

Page 8: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

A Typical Day in 1909 – Marine Data Available

around 12 UTC

Page 9: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Open AtlanticOcean Differences

1933 Hurricane Season

2005 Hurricane Season

Page 10: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Tropical Storm and Hurricane Numbers – A Very Large Trend over a Century

7

12

Page 11: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

2007 Hurricane Season - 16 Tropical Storms & Hurricanes……9 of which were very short-lived (< 36 hr)

Page 12: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

New Tools and Technologies ~ Additional TCs lately?

AMSU TroposphericTemperatures

Hart’s Cyclone PhaseSpace Analyses

Quikscat Surface Vectors

Page 13: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

“If it was quite marginal as to whether or not a storm would be upgraded to tropical storm status or equivalent, that decision would likely be influenced by proximity to possible impacts on land within the next 48 hours or so.  That is, I suspect that the margin of acceptable error for most of us would be a little larger over the open sea as compared to potential landfall for such storms that are not all that strong anyway.” 

Bob Sheets, National Hurricane Center Director, 1987-1995

Changes in “Naming” Criteria

Page 14: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Six weak, short-lived storms in

last two seasons –

Unlikely to have been “named”

previously

Page 15: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

1900-1943: Only Ships and Coastal Stations

Page 16: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

1944-1965: Aircraft Reconnaissance Available

Page 17: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

1966-2001: Geostationary Satellite Imagery Available

Page 18: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

2002 onward: AMSU, QuikScat, Cyclone Phase Space, Advanced Dvorak

Page 19: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Big Upward Trend – Consistent with Technological Improvements

Page 20: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Tropical Storm and Hurricane Numbers – A Very Large Trend over a Century

7

12

Page 21: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Tropical Storm and Hurricane Numbers - Trend Nearly Gone after Removal of Very Short-Lived Cyclones

78

Page 22: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Atlantic ship traffic changes

Vecchi and Knutson (2008)

Page 23: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Estimated Number of “Missed” Tropical Storms and Hurricanes of Medium to Long Duration

2-3 per year in 1880s

1-2 per year in 1900s

<1 per year in 1950s

Page 24: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Tropical Storm and Hurricane Numbers –Upward Trend Gone After Adding in “Missed” and Removing Very Short-Lived Cyclones

98

Page 25: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Bias Corrections of Storm Counts from Best Track Data

Bias Corrections of Storm Counts from Best Track Data

Chris Landsea, National Hurricane Center, Miami, USA

Gabe Vecchi, Geophysical Fluid Dynamics Lab, Princeton, USA

Lennart Bengtsson, University of Reading, England

Tom Knutson, Geophysical Fluid Dynamics Lab, Princeton, USA

Chris Landsea, National Hurricane Center, Miami, USA

Gabe Vecchi, Geophysical Fluid Dynamics Lab, Princeton, USA

Lennart Bengtsson, University of Reading, England

Tom Knutson, Geophysical Fluid Dynamics Lab, Princeton, USA

6 May, 2009

IBTrACS Workshop

6 May, 2009

IBTrACS Workshop

Page 26: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,
Page 27: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Enfield and Cid (2009)

Residual Atlantic Multidecadal Oscillation

North Atlantic SSTs and Quadratic Trend

Page 28: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,
Page 29: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,
Page 30: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

““[The National Hurricane Center] seems to be naming a lot more than they used to. This year, I would put four storms in the very questionable category, and maybe even six. In the past, we would have waited to see if another observation supported naming the system. We would have been a little more conservative." 

Neil Frank, National Hurricane Center Director, 1974-1987

Changes in “Naming” Criteria

Page 31: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,
Page 32: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Landsea and Bengtsson (2008)

Frequency of Tropical Cyclones in Today’s Climate

Today’s Climate

Page 33: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Landsea and Bengtsson (2008)

Frequency of Tropical Cyclones in Today’s Climate…Based upon Differing Thresholds of Duration

Page 34: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Global Warming and Hurricanes:Theory and Modeling Work Suggest 2% wind increase with a

DECREASE in frequency by late 21st Century

Knutson et al. (2008)

Page 35: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Landsea and Bengtsson (2008)

Frequency of Tropical Cyclones in Today’s Climate

Today’s Climate Bengtsson et al. (2007)

Page 36: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Landsea and Bengtsson (2008)

Frequency of Tropical Cyclones in Today’s Climate Versus Global Warming Climate

Today’s Climate Late 21st Century Bengtsson et al. (2007)

Page 37: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Maximum Potential Intensity ChangeAtlantic Basin: +1% stronger per oC SST change

Vecchi and Soden (2007)

Page 38: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Knutson and Tuleya (2004)

Page 39: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Increased Wind Shear from Global Warming

Vecchi and Soden (2007)

Page 40: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

What does the Atlantic hurricane database

(HURDAT) show for changes in time of tropical cyclone

frequency?

Page 41: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,
Page 42: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,
Page 43: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Satellite era -59% strike land

Page 44: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Pre-satellite era -75% strike land

Page 45: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

A Typical Day in 1909 – Marine Data Available

around 12 UTC

Page 46: Bias Corrections of Storm Counts from Best Track Data Chris Landsea, National Hurricane Center, Miami, USA Gabe Vecchi, Geophysical Fluid Dynamics Lab,

Atlantic Hurricane Database Re-Analysis Project

"Florida's Hurricane History"

http://www.aoml.noaa.gov/hrd/data_sub/re_anal.html

1851 through 1920 changes accepted and officially adopted by NHC. 1921 through 1925 will be made available shortly. Remainder of 20th Century currently being reanalyzed.

RE-ANALYSES NEED TO BE CONDUCTED GLOBALLY!!!