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Synoptic Categorization and climate variability analysis of historical flood-inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate Center Cornell University
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Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Dec 21, 2015

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Page 1: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Synoptic Categorization and climate variability analysis of historical flood-

inducing storms in the Northeast

Johnathan KirkNortheast Regional Climate Center

Cornell University

Page 2: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Introduction• Main focus:

– Synoptic climatology analysis of climate variation across New England and Canadian Maritimes

– Given annual maximum stream flow dates at river gauges, identified primary synoptic scale weather cause

– Categorized storms by type based on storm track

Page 3: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Introduction

• Assessment:– Plotted charts of storm type frequency at each

river gauge site on map of the area

– Sorted storms by numerous factors• Geographic variability• Time interval• Strong vs. Weak events• NAO & ENSO

Page 4: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Objectives1. Assess the potential geographic variation of

synoptic causes for annual maximum stream flow dates between river gauges

2. Do storm type frequencies change with time?

3. How are potential variations influenced by climate factors?

4. Is there a relationship between flood intensity and storm type?

Page 5: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Gauge Site Selection

• US selected gauges reasonably represent the geographic diversity and average record length (Collins, 2009)– Basin size, topographic, lithologic, & hydroclimatic diversity

• Main hydroclimatic differentiators:– Latitude, elevation, & distance from the coast

• Canada gauge selection followed same criteria– No major differences in recording techniques in relationship to

synoptic climatology

Page 6: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.
Page 7: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Storm Type Categorization

• Categorized storms by two factors:– Storm track– General dynamics

• Assessed storm track by majority entrance zone

• Distinction was made between Closed Lows and Strong Surface Lows

Page 8: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Storm Type Categorization Scheme

Storm Type Definition

Coastal Low Storm tracks parallel to East Coast, typically over sea

Strong Sfc Low* Low pressure center encircled by at least one isobar, but associated with upper level trough

Closed Low* Low pressure center encircled with at least one isobar both at the surface and aloft

Multiple Lows Two simultaneous storms independently contributed to flood event

Tropical Cyclone Influence from remnants of a tropical system

Other All other causes (snowmelt, etc.)

* Category associated with geographic tag

Page 9: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Majority Entrance ZonesCoastal = Based on (Hirsch, 2001)

Great Lakes =Center of low pressure passes over Great Lake

OH Valley =Region bounded by other two

Canada = Center of low pressure passes over Canada

“Cold Front” = Center of low pressure passes over N. Canada

Page 10: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Reference SourcesNCEP/NCAR 6-Hourly Reanalysis

Data CompositesNOAA Central Library U.S.

Daily Weather Maps Project

Sample Great Lakes Closed Low (May 3, 1972)

Page 11: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Results

Page 12: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Results

Page 13: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Results

Page 14: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Results

Page 15: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

•Coastal Lows more prominent at gauges closer to coastline

Page 16: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

•Canada-based storms more frequent at gauges closer to US-Canada border

Page 17: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

•Great Lakes-based storms outnumber OH Valley-based storms

Page 18: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

•No obvious relationship between geographic proximity and Great Lakes or OH Valley-based storms

Page 19: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

•Greater diversity in storm types in later time intervals

Page 20: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

•Great Lakes-based storm frequency does not significantly change with time

Page 21: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

•OH Valley-based storms do change with time•Same with Coastal lows, Tropical Cyclones, etc.

Page 22: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Climate Factors (NAO PC-Based)

Page 23: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.
Page 24: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Climate Factors - NAO

• NAO:– Coastal lows seem to shift east/west in NAO +/-

– In absence of coastal lows, Great Lakes and/or OH Valley Lows increase in frequency

– Inland stations were more homogeneous

• Difference in NAO DJFM & Monthly may not be significant

Page 25: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

•Tropical Cyclone suppression occurs in SOI - years

Page 26: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

•Coastal Lows suppressed in SOI + years

Page 27: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

•Overall Great Lakes/OH Valley Lows do not seem to be affected

Page 28: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Strong Events vs. Weak Events

Page 29: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.
Page 30: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.
Page 31: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Strong Events vs. Weak Events

• Some stations look to have meaningful trends

• Others do not have significant differences

• Exemplifies need for more thorough statistical analysis for numerical significance– Both to defend trends and lack of significant difference– Could exaggerate variations

• Z-scores: more “weak” events, less “strong” events

Page 32: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Moving Forward• What are the relationships between storm type frequencies?

– Do some storm frequencies in/decrease as a result of the lack of another?

• Are these findings statistically significant?– Increasing sample size by adding 11 more stations from Canadian

Maritimes

• Are the findings skewed by variability?– Some stations may be outliers – Could explain contradictory findings

Page 33: Synoptic Categorization and climate variability analysis of historical flood- inducing storms in the Northeast Johnathan Kirk Northeast Regional Climate.

Acknowledgments• I would like to thank the following individuals for their assistance

on this project:

• Dr. Art DeGaetano, NRCC/Cornell University

• Matt Collins, NOAA Restoration Center/NMFS

• Contributors and advisors from the NCDC– Dr. Thomas Peterson– Sam McCown– Tiffany Means