SlideShare a Scribd company logo
1 of 1
Investigating the Correlation Between Equatorial African Rainfall and Tropical Cyclone Activity in the
North Atlantic Basin
Michael Willette
University of Northern Colorado, MET 452, Spring 2016
Introduction
The North Atlantic’s tropical cyclone season has the
potential to affect millions of people living along the eastern
seaboard of the United States, Mexico, and the Caribbean.
Predicting the variability of tropical cyclone activity each
year is vital for human safety and the protection of economic
interests. Although interdecadel oscillations, such as the
NAO, may be responsible for some of this variability, the
formation and movement of African waves that act as
“seeds” for tropical cyclones is likely more important. This
study acts to investigate this possible correlation between
the North Atlantic tropical cyclone activity and rainfall
anomalies in Equatorial Africa.
Fig. 1. A figure from Jackson, Nicholson, and Klotter (2009) that shows the five-year
mean number of lightning flashes for the year and for the SON season. These areas of
lightning maximas are indicative of the genesis of MCCs and African waves that will move
out to the Atlantic ocean,
Figure 2: A storm track density analysis from Hopsch et al. ((2007) relating the origination of storm tracks in
equatorial Africa to the positioning of tropical cylcone formation in the Atlantic ocean basin. Notice that the
origination comes from two hotspots in northern and central Africa.
Movement into the Atlantic Basin
In order to get a comprehensive analysis of the link between
tropical cyclone genesis in the North Atlantic basin and
rainfall in equatorial (and specifically the Sahel region of
Africa), the location of where these equatorial waves move
off the western African coast into the North Atlantic is vital.
Hopsch et. al. (2006) state that there is year-to-year
variability in the positioning of the storm tacks of equatorial
waves as they move off the coast of western Africa.
Although SSTs and west African Rainfall can explain some of
the variability, variation of the meridional wind shows the
strongest positive correlation with tropical cyclone activity in
year-to-year time scales. (Hopsch et. al., 2006) There ends
up being two sources for storm tracks over the Atlantic;
north and south of 15˚N in North Africa (Hopsch et. al.,
2006), and that the southern storm track provides the
highest amount of tropical cyclone activity.
The Origination of African Waves
The western portion of equatorial Africa undergoes some of
the most unstable processes leading to intense
thunderstorms and arguably some of the least understood.
The climate is warm, wet, and volatile meteorologically. The
area of maximum radiation from the sun and its associated
ITCZ Studies show that wind patterns largely drive the
location and intensity of these convective events. With the
core at 600mb, the positioning of the African Easterly Jet
corresponds well with convective and lightning maximums in
equatorial Africa. (Jackson et. al., 2009) Specifically, the
location of the right front quadrant of jet streaks associated
with the African Easterly Jet appears to focus the most
intense convective development. (Jackson et. al., 2009)
Figure 3: A comparison of Burundi Highlands Precipitation Anolamlies from data produced by Bonnefille and
Chalie (2000) on the left and a statistical model of tropical cyclone activity from Mann et al. (2009). Both sets of
data were then compiled in Excel in this study. There are some correlations between the two plots, mostly being
correlations when precipitation and tropical cyclone activity are both low.
Discussion of Methods and Results
To investigate this correlation, a comparison of data
sets between two studies is used. Paleo-pollen proxy
data from Bonnefille and Chalie (2000) is compared
with a statistical model produced by Mann et al.
(2009). The results are shown in figure 3 and some
interesting correlations (or lack thereof) are seen.
• Positive correlations are hard to find. A good
correlation can be seen at 600 AD.
• There seems to be some sort of lag in correlations,
but is hard to determine.
• Negative anomalies seem to correlate better than
positive anomalies
• The decrease in tropical cyclone activity starting at
1000AD is not reflected in the precipitation
anomalies
• The lack of data points in the precipitation
anomalies makes it hard for correlation with the
statistical model
Summary
Overall, there is evidence for correlation between
equatorial rainfall in Africa and tropical cyclone activity
in the North Atlantic. Theoretically, there should be a
nice correlation between the two regions with time
periods of high equatorial African rainfall correlating
with areas of high tropical cyclone activity and vice
versa. There are areas of local minima in the TA activity
that correlate with minima’s in rainfall in Africa,
specifically at 1380AD, 1150 AD, and 580 AD. Since low
rainfall in Equatorial Africa would produce fewer
waves that propagate out to the eastern Atlantic and
provide the “seeds” for tropical cyclone development,
less tropical cyclones would form. What is interesting is
that this correlation does not apply to maximas.
Possibly, there are other forces that are responsible for
letting these equatorial waves become tropical
cyclones, such as wind shear, sea surface
temperatures, and multi-decadal weather/ocean
patterns not investigated in this study.
References
Hopsch, S. B., Thorncroft, C. D., Hodges, K. and Aiyyer, A., 2007: West African storm
tracks and their relationship to Atlantictropical
cyclones. J. Climate, 20, 2468-2483, doi: 10.1175/JCLI4139.1
Bonnefille, R., Chalie, F., 2000: Pollen-inferredtime-series from equatorial
mountains, Africa, the last 40 kyr BP. Global and Planetary
Climate Change, 26, 25-50.
Mann, M. E , Kozar, M. E.,. Emanuel, K. A., and Evans, J. L., 2009: Long-term
variations of North Atlantic tropicalcyclone activity
downscaled from a coupled model simulation of the last
millennium.Journal of Geophysical Research: Atmospheres, 118,
13383-13392.

More Related Content

What's hot

theory of oceanography
theory of oceanography theory of oceanography
theory of oceanography As Siyam
 
General circulation of the atmosphere
General circulation of the atmosphereGeneral circulation of the atmosphere
General circulation of the atmosphereankit_cuhp
 
Atmospheric circulation-Climatology Chapter
Atmospheric circulation-Climatology ChapterAtmospheric circulation-Climatology Chapter
Atmospheric circulation-Climatology ChapterKaium Chowdhury
 
Introduction to Indian ocean dipole
Introduction to Indian ocean dipoleIntroduction to Indian ocean dipole
Introduction to Indian ocean dipoleGirish Patidar
 
Geog. 1 student book
Geog. 1 student bookGeog. 1 student book
Geog. 1 student booktckhong
 
Rc4 lecture 1- eng. samer akil
Rc4  lecture 1- eng. samer akilRc4  lecture 1- eng. samer akil
Rc4 lecture 1- eng. samer akilAminZuraiqi2
 
Intraseasonal Variations of Indian Summer Monsoon
Intraseasonal Variations of Indian Summer MonsoonIntraseasonal Variations of Indian Summer Monsoon
Intraseasonal Variations of Indian Summer Monsoonhemaradditimmaraddi1
 
What is seismology and what are seismic waves
What is seismology and what are seismic waves What is seismology and what are seismic waves
What is seismology and what are seismic waves Ratul Majumdar
 
3. Atmospheric circulation
3. Atmospheric circulation3. Atmospheric circulation
3. Atmospheric circulationMr Blackwell
 
NSTA presentation part 2
NSTA presentation part 2NSTA presentation part 2
NSTA presentation part 2Cris DeWolf
 
The Moon and Tides - What causes tides?
The Moon and Tides - What causes tides?The Moon and Tides - What causes tides?
The Moon and Tides - What causes tides?dwinter1
 
General Circulation of the Atmosphere
General Circulation of the AtmosphereGeneral Circulation of the Atmosphere
General Circulation of the AtmosphereKhalilur Rahman
 

What's hot (20)

theory of oceanography
theory of oceanography theory of oceanography
theory of oceanography
 
General circulation of the atmosphere
General circulation of the atmosphereGeneral circulation of the atmosphere
General circulation of the atmosphere
 
Natural Disasters Vocab
Natural Disasters Vocab Natural Disasters Vocab
Natural Disasters Vocab
 
Circulation
CirculationCirculation
Circulation
 
Tides
TidesTides
Tides
 
C/1811 F1
C/1811 F1 C/1811 F1
C/1811 F1
 
WFZ Abstract
WFZ AbstractWFZ Abstract
WFZ Abstract
 
Atmospheric circulation-Climatology Chapter
Atmospheric circulation-Climatology ChapterAtmospheric circulation-Climatology Chapter
Atmospheric circulation-Climatology Chapter
 
HornbachEtAl
HornbachEtAlHornbachEtAl
HornbachEtAl
 
Introduction to Indian ocean dipole
Introduction to Indian ocean dipoleIntroduction to Indian ocean dipole
Introduction to Indian ocean dipole
 
Tides
TidesTides
Tides
 
Tides
TidesTides
Tides
 
Geog. 1 student book
Geog. 1 student bookGeog. 1 student book
Geog. 1 student book
 
Rc4 lecture 1- eng. samer akil
Rc4  lecture 1- eng. samer akilRc4  lecture 1- eng. samer akil
Rc4 lecture 1- eng. samer akil
 
Intraseasonal Variations of Indian Summer Monsoon
Intraseasonal Variations of Indian Summer MonsoonIntraseasonal Variations of Indian Summer Monsoon
Intraseasonal Variations of Indian Summer Monsoon
 
What is seismology and what are seismic waves
What is seismology and what are seismic waves What is seismology and what are seismic waves
What is seismology and what are seismic waves
 
3. Atmospheric circulation
3. Atmospheric circulation3. Atmospheric circulation
3. Atmospheric circulation
 
NSTA presentation part 2
NSTA presentation part 2NSTA presentation part 2
NSTA presentation part 2
 
The Moon and Tides - What causes tides?
The Moon and Tides - What causes tides?The Moon and Tides - What causes tides?
The Moon and Tides - What causes tides?
 
General Circulation of the Atmosphere
General Circulation of the AtmosphereGeneral Circulation of the Atmosphere
General Circulation of the Atmosphere
 

Similar to MET 452 Poster

Abrupt variations in_south_american_mons
Abrupt variations in_south_american_monsAbrupt variations in_south_american_mons
Abrupt variations in_south_american_monsGeorgeaMelo1
 
turner_capstone_paper_042815 (1)
turner_capstone_paper_042815 (1)turner_capstone_paper_042815 (1)
turner_capstone_paper_042815 (1)Andre Turner
 
LeeSideTroughsGouldUpdate
LeeSideTroughsGouldUpdateLeeSideTroughsGouldUpdate
LeeSideTroughsGouldUpdatesamuelgould
 
A high resolution-history_of_the_south_a
A high resolution-history_of_the_south_aA high resolution-history_of_the_south_a
A high resolution-history_of_the_south_aGeorgeaMelo1
 
Large-scale dendrochronology and low-frequency climate variability
Large-scale dendrochronology and low-frequency climate variabilityLarge-scale dendrochronology and low-frequency climate variability
Large-scale dendrochronology and low-frequency climate variabilityScott St. George
 
The decadal character of northern California's winter precipitation
The decadal character of northern California's winter precipitationThe decadal character of northern California's winter precipitation
The decadal character of northern California's winter precipitationScott St. George
 
Impact of Climate Modes such as El Nino on Australian Rainfall
Impact of Climate Modes such as El Nino on Australian RainfallImpact of Climate Modes such as El Nino on Australian Rainfall
Impact of Climate Modes such as El Nino on Australian RainfallAlexander Pui
 
Research Proposal
Research ProposalResearch Proposal
Research Proposaltrisol1
 
(3) References for el nino cause and effects essayBelow are 3 fu.docx
(3) References for el nino cause and effects essayBelow are 3 fu.docx(3) References for el nino cause and effects essayBelow are 3 fu.docx
(3) References for el nino cause and effects essayBelow are 3 fu.docxkatherncarlyle
 
Lecture 8 el nino, la nina, and their connection with hong kong climate
Lecture 8   el nino, la nina, and their connection with hong kong climateLecture 8   el nino, la nina, and their connection with hong kong climate
Lecture 8 el nino, la nina, and their connection with hong kong climatepolylsgiedx
 
Pecological implications of summer fog decline in the coast redwood
Pecological implications of summer fog decline in the coast redwoodPecological implications of summer fog decline in the coast redwood
Pecological implications of summer fog decline in the coast redwood6D45520z848622K444
 
Islam Intel poster FINAL
Islam Intel poster FINALIslam Intel poster FINAL
Islam Intel poster FINALTahsina Islam
 
Historical rainfallvariabilitypaper
Historical rainfallvariabilitypaperHistorical rainfallvariabilitypaper
Historical rainfallvariabilitypaperPieterSteenkamp10
 
Disentangling the decadal ‘knot’ in high-resolution paleoclimatology
Disentangling the decadal ‘knot’ in high-resolution paleoclimatologyDisentangling the decadal ‘knot’ in high-resolution paleoclimatology
Disentangling the decadal ‘knot’ in high-resolution paleoclimatologyScott St. George
 
Geosystem Approach: El Nino Southern Oscillation Effects
Geosystem Approach: El Nino Southern Oscillation EffectsGeosystem Approach: El Nino Southern Oscillation Effects
Geosystem Approach: El Nino Southern Oscillation EffectsKamlesh Kumar
 
Circulation of the North Atlantic Ocean During the 1990's as Determine by Lag...
Circulation of the North Atlantic Ocean During the 1990's as Determine by Lag...Circulation of the North Atlantic Ocean During the 1990's as Determine by Lag...
Circulation of the North Atlantic Ocean During the 1990's as Determine by Lag...David Fratantoni
 
diurnal temperature range trend over North Carolina and the associated mechan...
diurnal temperature range trend over North Carolina and the associated mechan...diurnal temperature range trend over North Carolina and the associated mechan...
diurnal temperature range trend over North Carolina and the associated mechan...Sayem Zaman, Ph.D, PE.
 

Similar to MET 452 Poster (20)

Abrupt variations in_south_american_mons
Abrupt variations in_south_american_monsAbrupt variations in_south_american_mons
Abrupt variations in_south_american_mons
 
AMS_Poster_Presentation
AMS_Poster_PresentationAMS_Poster_Presentation
AMS_Poster_Presentation
 
turner_capstone_paper_042815 (1)
turner_capstone_paper_042815 (1)turner_capstone_paper_042815 (1)
turner_capstone_paper_042815 (1)
 
LeeSideTroughsGouldUpdate
LeeSideTroughsGouldUpdateLeeSideTroughsGouldUpdate
LeeSideTroughsGouldUpdate
 
A high resolution-history_of_the_south_a
A high resolution-history_of_the_south_aA high resolution-history_of_the_south_a
A high resolution-history_of_the_south_a
 
Large-scale dendrochronology and low-frequency climate variability
Large-scale dendrochronology and low-frequency climate variabilityLarge-scale dendrochronology and low-frequency climate variability
Large-scale dendrochronology and low-frequency climate variability
 
The decadal character of northern California's winter precipitation
The decadal character of northern California's winter precipitationThe decadal character of northern California's winter precipitation
The decadal character of northern California's winter precipitation
 
Impact of Climate Modes such as El Nino on Australian Rainfall
Impact of Climate Modes such as El Nino on Australian RainfallImpact of Climate Modes such as El Nino on Australian Rainfall
Impact of Climate Modes such as El Nino on Australian Rainfall
 
Research Proposal
Research ProposalResearch Proposal
Research Proposal
 
(3) References for el nino cause and effects essayBelow are 3 fu.docx
(3) References for el nino cause and effects essayBelow are 3 fu.docx(3) References for el nino cause and effects essayBelow are 3 fu.docx
(3) References for el nino cause and effects essayBelow are 3 fu.docx
 
Lecture 8 el nino, la nina, and their connection with hong kong climate
Lecture 8   el nino, la nina, and their connection with hong kong climateLecture 8   el nino, la nina, and their connection with hong kong climate
Lecture 8 el nino, la nina, and their connection with hong kong climate
 
SevereTCGeorge
SevereTCGeorgeSevereTCGeorge
SevereTCGeorge
 
Pecological implications of summer fog decline in the coast redwood
Pecological implications of summer fog decline in the coast redwoodPecological implications of summer fog decline in the coast redwood
Pecological implications of summer fog decline in the coast redwood
 
Islam Intel poster FINAL
Islam Intel poster FINALIslam Intel poster FINAL
Islam Intel poster FINAL
 
Historical rainfallvariabilitypaper
Historical rainfallvariabilitypaperHistorical rainfallvariabilitypaper
Historical rainfallvariabilitypaper
 
Disentangling the decadal ‘knot’ in high-resolution paleoclimatology
Disentangling the decadal ‘knot’ in high-resolution paleoclimatologyDisentangling the decadal ‘knot’ in high-resolution paleoclimatology
Disentangling the decadal ‘knot’ in high-resolution paleoclimatology
 
Geosystem Approach: El Nino Southern Oscillation Effects
Geosystem Approach: El Nino Southern Oscillation EffectsGeosystem Approach: El Nino Southern Oscillation Effects
Geosystem Approach: El Nino Southern Oscillation Effects
 
An Expanded Critique of Some Climate Conclusions
An Expanded Critique of Some Climate ConclusionsAn Expanded Critique of Some Climate Conclusions
An Expanded Critique of Some Climate Conclusions
 
Circulation of the North Atlantic Ocean During the 1990's as Determine by Lag...
Circulation of the North Atlantic Ocean During the 1990's as Determine by Lag...Circulation of the North Atlantic Ocean During the 1990's as Determine by Lag...
Circulation of the North Atlantic Ocean During the 1990's as Determine by Lag...
 
diurnal temperature range trend over North Carolina and the associated mechan...
diurnal temperature range trend over North Carolina and the associated mechan...diurnal temperature range trend over North Carolina and the associated mechan...
diurnal temperature range trend over North Carolina and the associated mechan...
 

MET 452 Poster

  • 1. Investigating the Correlation Between Equatorial African Rainfall and Tropical Cyclone Activity in the North Atlantic Basin Michael Willette University of Northern Colorado, MET 452, Spring 2016 Introduction The North Atlantic’s tropical cyclone season has the potential to affect millions of people living along the eastern seaboard of the United States, Mexico, and the Caribbean. Predicting the variability of tropical cyclone activity each year is vital for human safety and the protection of economic interests. Although interdecadel oscillations, such as the NAO, may be responsible for some of this variability, the formation and movement of African waves that act as “seeds” for tropical cyclones is likely more important. This study acts to investigate this possible correlation between the North Atlantic tropical cyclone activity and rainfall anomalies in Equatorial Africa. Fig. 1. A figure from Jackson, Nicholson, and Klotter (2009) that shows the five-year mean number of lightning flashes for the year and for the SON season. These areas of lightning maximas are indicative of the genesis of MCCs and African waves that will move out to the Atlantic ocean, Figure 2: A storm track density analysis from Hopsch et al. ((2007) relating the origination of storm tracks in equatorial Africa to the positioning of tropical cylcone formation in the Atlantic ocean basin. Notice that the origination comes from two hotspots in northern and central Africa. Movement into the Atlantic Basin In order to get a comprehensive analysis of the link between tropical cyclone genesis in the North Atlantic basin and rainfall in equatorial (and specifically the Sahel region of Africa), the location of where these equatorial waves move off the western African coast into the North Atlantic is vital. Hopsch et. al. (2006) state that there is year-to-year variability in the positioning of the storm tacks of equatorial waves as they move off the coast of western Africa. Although SSTs and west African Rainfall can explain some of the variability, variation of the meridional wind shows the strongest positive correlation with tropical cyclone activity in year-to-year time scales. (Hopsch et. al., 2006) There ends up being two sources for storm tracks over the Atlantic; north and south of 15˚N in North Africa (Hopsch et. al., 2006), and that the southern storm track provides the highest amount of tropical cyclone activity. The Origination of African Waves The western portion of equatorial Africa undergoes some of the most unstable processes leading to intense thunderstorms and arguably some of the least understood. The climate is warm, wet, and volatile meteorologically. The area of maximum radiation from the sun and its associated ITCZ Studies show that wind patterns largely drive the location and intensity of these convective events. With the core at 600mb, the positioning of the African Easterly Jet corresponds well with convective and lightning maximums in equatorial Africa. (Jackson et. al., 2009) Specifically, the location of the right front quadrant of jet streaks associated with the African Easterly Jet appears to focus the most intense convective development. (Jackson et. al., 2009) Figure 3: A comparison of Burundi Highlands Precipitation Anolamlies from data produced by Bonnefille and Chalie (2000) on the left and a statistical model of tropical cyclone activity from Mann et al. (2009). Both sets of data were then compiled in Excel in this study. There are some correlations between the two plots, mostly being correlations when precipitation and tropical cyclone activity are both low. Discussion of Methods and Results To investigate this correlation, a comparison of data sets between two studies is used. Paleo-pollen proxy data from Bonnefille and Chalie (2000) is compared with a statistical model produced by Mann et al. (2009). The results are shown in figure 3 and some interesting correlations (or lack thereof) are seen. • Positive correlations are hard to find. A good correlation can be seen at 600 AD. • There seems to be some sort of lag in correlations, but is hard to determine. • Negative anomalies seem to correlate better than positive anomalies • The decrease in tropical cyclone activity starting at 1000AD is not reflected in the precipitation anomalies • The lack of data points in the precipitation anomalies makes it hard for correlation with the statistical model Summary Overall, there is evidence for correlation between equatorial rainfall in Africa and tropical cyclone activity in the North Atlantic. Theoretically, there should be a nice correlation between the two regions with time periods of high equatorial African rainfall correlating with areas of high tropical cyclone activity and vice versa. There are areas of local minima in the TA activity that correlate with minima’s in rainfall in Africa, specifically at 1380AD, 1150 AD, and 580 AD. Since low rainfall in Equatorial Africa would produce fewer waves that propagate out to the eastern Atlantic and provide the “seeds” for tropical cyclone development, less tropical cyclones would form. What is interesting is that this correlation does not apply to maximas. Possibly, there are other forces that are responsible for letting these equatorial waves become tropical cyclones, such as wind shear, sea surface temperatures, and multi-decadal weather/ocean patterns not investigated in this study. References Hopsch, S. B., Thorncroft, C. D., Hodges, K. and Aiyyer, A., 2007: West African storm tracks and their relationship to Atlantictropical cyclones. J. Climate, 20, 2468-2483, doi: 10.1175/JCLI4139.1 Bonnefille, R., Chalie, F., 2000: Pollen-inferredtime-series from equatorial mountains, Africa, the last 40 kyr BP. Global and Planetary Climate Change, 26, 25-50. Mann, M. E , Kozar, M. E.,. Emanuel, K. A., and Evans, J. L., 2009: Long-term variations of North Atlantic tropicalcyclone activity downscaled from a coupled model simulation of the last millennium.Journal of Geophysical Research: Atmospheres, 118, 13383-13392.