SlideShare a Scribd company logo
1 of 22
Download to read offline
José J. Hernández Ayala
Department of Geography
University of Florida
Contribution of Tropical Cyclones to
the Rainfall Climatology of
Puerto Rico
Introduction
• Important Questions
 What is the spatio-temporal distribution of rainfall contributed by TCs?
 How Teleconnections such as ENSO and the NAO affect this contribution?
 How would a changing climate affect the contribution of rainfall from TCs?
(Knight and Davis 2007; Knight and Davis 2009; Sheperd et al., 2007)
• Rainfall arising from tropical cyclones (TC) can be an important water source for
agriculture and other applications over subtropical and tropical regions (Rodgers et
al., 2001).
Study Area
-Area: 9,104 km.sq
-Population: 3.7 million
(Census 2010)
-Pop Density: 418/km.sq
The Climate of Puerto Rico
Köppen Climate Zones
Tropical Cyclones and Puerto Rico
• Puerto Rico is subject to frequent and severe impacts
from Hurricanes (Dunn and Miller 1964, Simpson &
Riehl 1981, Diaz & Pulwarty 1997).
• The frequency with which a tropical cyclone passes
directly over Puerto Rico is small (Scatena and Larsen,
1991).
• A comprehensive study of hurricanes in P.R based on
meteorological principles and the historical record is
lacking (Boose, Serrano &Foster 2004).
• Storm rainfall totals of 500 mm are common for
hurricanes in Puerto Rico (Riehl, 1979).
Previous Studies I
Previous Studies II
Problem Statement
• Understand the contribution of TCs to the rainfall climatology of
the island.
• Do TCs have different contributions to the rainfall climatology of the
island in different regions?
• Do some hurricane season month’s exhibit higher or lower rainfall
contributions from storms?
Hypotheses
• Rainfall associated from TCs is highly concentrated in the eastern portion of
the island where El Yunque National rain forest is located.
• A general decrease in storm precipitation is observed as you move from the
eastern to the western region of the island.
• TCs will tend to contribute more to the rainfall climatology of stations in the
eastern and southern regions of the island especially during the peak hurricane
season months of August, September and October.
• The south will also have high rainfall contribution percentages since this
region is the driest of the island, and for that reason any precipitation
generating process that impacts the area has an important contribution to its
rainfall climatology.
Data
• Six-hourly TC positions were obtained from the International Best Track
Archive for Climate Stewardship (IBTrACS) (Knapp et al., 2010) for the
years 1970 through 2010.
• Daily and monthly rainfall totals were obtained from the National
Climatic Data Center (NCDC), for 32 weather stations located on the main
island of Puerto Rico for the period of 1970-2010.
Rain Gauge Stations and Elevation
TC Tracks
• 86 TCs were identified as
the ones that passed within
a 500 km around the island.
• Most move east to west,
only a few events move west
to east.
Methods
• The contribution of rainfall associated with TCs will be estimated for each
month of the hurricane season (June-November) by calculating a
percentage between monthly total and daily rainfall for all 86 TCs over the
1970-2010 period.
• After the percentage for each hurricane season month is calculated for all
weather stations the next step will be to map the percentages for each
month.
• Natural Neighbor and Ordinary kriging interpolated surfaces for all
hurricane season months were generated to identify spatial patterns of
high/low contribution percentages.
Results
Hurricane Season Months (J-N)
NN Season OK Season
0.07
5.26
16.61
19.50
7.90
2.80
8.69
0.00
5.00
10.00
15.00
20.00
25.00
June July August September October November Season
MeanPercentage(%)
Hurricane Season Monts
Results
June and July
Percentage
.01
-0.7
0.8
-3.6
3.8
-5.1
5.2
-6.86.9
-11.2
NN July
NN June
OK July
OK June
Results
August and September
Percentage
8.8
-10.0
10.1
-17.117.2
-20.921.0
-26.226.3
-34.2
August NN August OK
September NN September OK
Results
October-November
Percentage
2.2
-5.05.1
-7.27.3
-9.19.2
-12.2
12.3
-15.8
NN October OK October
NN November OK November
Conclusions
• TCs contribute as much as 15% of the rainfall during the entire Hurricane
season in some portions of the south.
• June has the lowest contribution while July shows that storms contribute as
much as 11% in the central south.
• August and September have the highest contributions of rainfall associated
with TCs, with some areas in the east and south exhibiting percentages of 26%
and 34%.
• October shows TC rainfall contributions of 12-15% in the east and south while
November exhibits lower contributions of 5-7% in the southeast.
• All Hurricane season months show a decreasing trend in contribution from east
to west.
Limitations
• Limited by the use of only 32 stations with data for the 1970-2010
period.
• There are some areas of the island that are not well represented.
• Not having sufficient observations in the central mountains is a
huge limitation since topography plays a big role when it comes to
understanding rainfall patterns in the island.
Future Work
• Understand TC rainfall contribution variability, connections with
ENSO, AMO, NAO?
• Understand changes in TC rainfall contribution and its connections
with climate change?
Questions?

More Related Content

What's hot

SWaRMA_IRBM_Module2_#3, Drought Monitoring, Faisal Mueen Qamar
SWaRMA_IRBM_Module2_#3, Drought Monitoring, Faisal Mueen QamarSWaRMA_IRBM_Module2_#3, Drought Monitoring, Faisal Mueen Qamar
SWaRMA_IRBM_Module2_#3, Drought Monitoring, Faisal Mueen QamarICIMOD
 
Climatology of High Impact Winter Weather Events for U.S. Transport Hubs
Climatology of High Impact Winter Weather Events for U.S. Transport HubsClimatology of High Impact Winter Weather Events for U.S. Transport Hubs
Climatology of High Impact Winter Weather Events for U.S. Transport HubsDominique Watson
 
Quick Drought Response Index
Quick Drought Response IndexQuick Drought Response Index
Quick Drought Response IndexDRIscience
 
Ocean tides, types and theories
Ocean tides, types and theoriesOcean tides, types and theories
Ocean tides, types and theoriesJeba Preethi
 
Hurricane Threat and Risk Analysis in Rhode Island
Hurricane Threat and Risk Analysis in Rhode IslandHurricane Threat and Risk Analysis in Rhode Island
Hurricane Threat and Risk Analysis in Rhode Islandriseagrant
 
Impacts of Hurricane Sandy on the New Jersey
Impacts of Hurricane Sandy on the New Jersey Impacts of Hurricane Sandy on the New Jersey
Impacts of Hurricane Sandy on the New Jersey Stockysmith
 
Seismic Imaging of the western Hellenic Subduction zone
Seismic Imaging of the western Hellenic Subduction zoneSeismic Imaging of the western Hellenic Subduction zone
Seismic Imaging of the western Hellenic Subduction zoneFrederick Pearce
 
Cloud Computing for Drought Monitoring with Google Earth Engine
Cloud Computing for Drought Monitoring with Google Earth EngineCloud Computing for Drought Monitoring with Google Earth Engine
Cloud Computing for Drought Monitoring with Google Earth EngineDRIscience
 
Evapotranspiration of Lake Murray Using Pan Data
Evapotranspiration of Lake Murray Using Pan DataEvapotranspiration of Lake Murray Using Pan Data
Evapotranspiration of Lake Murray Using Pan DataEvanPatrohay
 

What's hot (20)

SWaRMA_IRBM_Module2_#3, Drought Monitoring, Faisal Mueen Qamar
SWaRMA_IRBM_Module2_#3, Drought Monitoring, Faisal Mueen QamarSWaRMA_IRBM_Module2_#3, Drought Monitoring, Faisal Mueen Qamar
SWaRMA_IRBM_Module2_#3, Drought Monitoring, Faisal Mueen Qamar
 
Climate Change Effects on Water Resources and Aquatic Ecosystems
Climate Change Effects on Water Resources and Aquatic EcosystemsClimate Change Effects on Water Resources and Aquatic Ecosystems
Climate Change Effects on Water Resources and Aquatic Ecosystems
 
PROJECT 1
PROJECT 1PROJECT 1
PROJECT 1
 
Tides (2)
Tides (2)Tides (2)
Tides (2)
 
Tides
TidesTides
Tides
 
Climatology of High Impact Winter Weather Events for U.S. Transport Hubs
Climatology of High Impact Winter Weather Events for U.S. Transport HubsClimatology of High Impact Winter Weather Events for U.S. Transport Hubs
Climatology of High Impact Winter Weather Events for U.S. Transport Hubs
 
Tides
TidesTides
Tides
 
Tides
TidesTides
Tides
 
Tides (Geology)
Tides (Geology)Tides (Geology)
Tides (Geology)
 
Quick Drought Response Index
Quick Drought Response IndexQuick Drought Response Index
Quick Drought Response Index
 
DROUGHT INDEX
DROUGHT INDEXDROUGHT INDEX
DROUGHT INDEX
 
16 1 8
16 1 816 1 8
16 1 8
 
Tides
TidesTides
Tides
 
Ocean tides, types and theories
Ocean tides, types and theoriesOcean tides, types and theories
Ocean tides, types and theories
 
Hurricane Threat and Risk Analysis in Rhode Island
Hurricane Threat and Risk Analysis in Rhode IslandHurricane Threat and Risk Analysis in Rhode Island
Hurricane Threat and Risk Analysis in Rhode Island
 
Impacts of Hurricane Sandy on the New Jersey
Impacts of Hurricane Sandy on the New Jersey Impacts of Hurricane Sandy on the New Jersey
Impacts of Hurricane Sandy on the New Jersey
 
Seismic Imaging of the western Hellenic Subduction zone
Seismic Imaging of the western Hellenic Subduction zoneSeismic Imaging of the western Hellenic Subduction zone
Seismic Imaging of the western Hellenic Subduction zone
 
Cloud Computing for Drought Monitoring with Google Earth Engine
Cloud Computing for Drought Monitoring with Google Earth EngineCloud Computing for Drought Monitoring with Google Earth Engine
Cloud Computing for Drought Monitoring with Google Earth Engine
 
Tides
TidesTides
Tides
 
Evapotranspiration of Lake Murray Using Pan Data
Evapotranspiration of Lake Murray Using Pan DataEvapotranspiration of Lake Murray Using Pan Data
Evapotranspiration of Lake Murray Using Pan Data
 

Similar to AAG Chicago 2015 Hernandez

Analysis of rainfall trends in akwa ibom state, nigeria
Analysis of rainfall trends in akwa ibom state, nigeriaAnalysis of rainfall trends in akwa ibom state, nigeria
Analysis of rainfall trends in akwa ibom state, nigeriaAlexander Decker
 
Howell Defense
Howell DefenseHowell Defense
Howell Defensekehowell
 
Water erosion and the ENSO phenomenon over Penisetum chilense steppe of Puna ...
Water erosion and the ENSO phenomenon over Penisetum chilense steppe of Puna ...Water erosion and the ENSO phenomenon over Penisetum chilense steppe of Puna ...
Water erosion and the ENSO phenomenon over Penisetum chilense steppe of Puna ...ExternalEvents
 
What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...
What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...
What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...TWCA
 
ICI-RAFT (presented at AMS 2012)
ICI-RAFT (presented at AMS 2012)ICI-RAFT (presented at AMS 2012)
ICI-RAFT (presented at AMS 2012)giovanja
 
2013 North Atlantic Hurricane & Typhoon Season Primer
2013 North Atlantic Hurricane & Typhoon Season Primer2013 North Atlantic Hurricane & Typhoon Season Primer
2013 North Atlantic Hurricane & Typhoon Season PrimerEQECAT, Inc.
 
ArdhiArbain-LightningGPM20140114
ArdhiArbain-LightningGPM20140114ArdhiArbain-LightningGPM20140114
ArdhiArbain-LightningGPM20140114Ardhi Adhary Arbain
 
Changes_in_vegetation_and_rainfall_patterns_in_subSaharan_Africa_over_the_las...
Changes_in_vegetation_and_rainfall_patterns_in_subSaharan_Africa_over_the_las...Changes_in_vegetation_and_rainfall_patterns_in_subSaharan_Africa_over_the_las...
Changes_in_vegetation_and_rainfall_patterns_in_subSaharan_Africa_over_the_las...grssieee
 
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
 
Climate Change Scenarios for Tourist Destinations in the Bahamas: Eluthrea
Climate Change Scenarios for Tourist Destinations in the Bahamas: EluthreaClimate Change Scenarios for Tourist Destinations in the Bahamas: Eluthrea
Climate Change Scenarios for Tourist Destinations in the Bahamas: Eluthreaintasave-caribsavegroup
 
Recent Developments in Predicting El Nino and Insurance Implications
Recent Developments in Predicting El Nino and Insurance ImplicationsRecent Developments in Predicting El Nino and Insurance Implications
Recent Developments in Predicting El Nino and Insurance ImplicationsAlexander Pui
 
Impact of el nino &la nina on indian agriculture
Impact of el nino &la nina on indian agricultureImpact of el nino &la nina on indian agriculture
Impact of el nino &la nina on indian agricultureDr. MADHO SINGH
 

Similar to AAG Chicago 2015 Hernandez (20)

Analysis of rainfall trends in akwa ibom state, nigeria
Analysis of rainfall trends in akwa ibom state, nigeriaAnalysis of rainfall trends in akwa ibom state, nigeria
Analysis of rainfall trends in akwa ibom state, nigeria
 
Howell Defense
Howell DefenseHowell Defense
Howell Defense
 
Water erosion and the ENSO phenomenon over Penisetum chilense steppe of Puna ...
Water erosion and the ENSO phenomenon over Penisetum chilense steppe of Puna ...Water erosion and the ENSO phenomenon over Penisetum chilense steppe of Puna ...
Water erosion and the ENSO phenomenon over Penisetum chilense steppe of Puna ...
 
What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...
What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...
What You Need to Know About NOAA Atlas 14, Gregory Waller - National Oceanic ...
 
Sanogo paris2015-poster
Sanogo paris2015-posterSanogo paris2015-poster
Sanogo paris2015-poster
 
Drylands Climate: knowledge and projections, Jasper Batureine Mwesigwa ICPAC
Drylands Climate: knowledge and projections, Jasper Batureine Mwesigwa ICPAC Drylands Climate: knowledge and projections, Jasper Batureine Mwesigwa ICPAC
Drylands Climate: knowledge and projections, Jasper Batureine Mwesigwa ICPAC
 
ICI-RAFT (presented at AMS 2012)
ICI-RAFT (presented at AMS 2012)ICI-RAFT (presented at AMS 2012)
ICI-RAFT (presented at AMS 2012)
 
2013 North Atlantic Hurricane & Typhoon Season Primer
2013 North Atlantic Hurricane & Typhoon Season Primer2013 North Atlantic Hurricane & Typhoon Season Primer
2013 North Atlantic Hurricane & Typhoon Season Primer
 
STARPoster_Lykens
STARPoster_LykensSTARPoster_Lykens
STARPoster_Lykens
 
L2 precipitation
L2 precipitationL2 precipitation
L2 precipitation
 
ArdhiArbain-LightningGPM20140114
ArdhiArbain-LightningGPM20140114ArdhiArbain-LightningGPM20140114
ArdhiArbain-LightningGPM20140114
 
Battisti food&climate1
Battisti food&climate1Battisti food&climate1
Battisti food&climate1
 
Changes_in_vegetation_and_rainfall_patterns_in_subSaharan_Africa_over_the_las...
Changes_in_vegetation_and_rainfall_patterns_in_subSaharan_Africa_over_the_las...Changes_in_vegetation_and_rainfall_patterns_in_subSaharan_Africa_over_the_las...
Changes_in_vegetation_and_rainfall_patterns_in_subSaharan_Africa_over_the_las...
 
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
 
Responding to Natural Disasters: The Role of Space Based Information
Responding to Natural Disasters: The Role of Space Based InformationResponding to Natural Disasters: The Role of Space Based Information
Responding to Natural Disasters: The Role of Space Based Information
 
Ijciet 08 02_045
Ijciet 08 02_045Ijciet 08 02_045
Ijciet 08 02_045
 
Climate Change Scenarios for Tourist Destinations in the Bahamas: Eluthrea
Climate Change Scenarios for Tourist Destinations in the Bahamas: EluthreaClimate Change Scenarios for Tourist Destinations in the Bahamas: Eluthrea
Climate Change Scenarios for Tourist Destinations in the Bahamas: Eluthrea
 
LES_POSTER
LES_POSTERLES_POSTER
LES_POSTER
 
Recent Developments in Predicting El Nino and Insurance Implications
Recent Developments in Predicting El Nino and Insurance ImplicationsRecent Developments in Predicting El Nino and Insurance Implications
Recent Developments in Predicting El Nino and Insurance Implications
 
Impact of el nino &la nina on indian agriculture
Impact of el nino &la nina on indian agricultureImpact of el nino &la nina on indian agriculture
Impact of el nino &la nina on indian agriculture
 

More from José Javier Hernández Ayala (9)

Cultural Diversity Syllabus
Cultural Diversity SyllabusCultural Diversity Syllabus
Cultural Diversity Syllabus
 
Syllabus Int Geography 2012
Syllabus Int Geography 2012Syllabus Int Geography 2012
Syllabus Int Geography 2012
 
Syllabus
SyllabusSyllabus
Syllabus
 
GEO2200 Spring 2016 Syllabus
GEO2200 Spring 2016 SyllabusGEO2200 Spring 2016 Syllabus
GEO2200 Spring 2016 Syllabus
 
GEO 2242 Syllabus Hernandez Fall 2015
GEO 2242 Syllabus Hernandez Fall 2015GEO 2242 Syllabus Hernandez Fall 2015
GEO 2242 Syllabus Hernandez Fall 2015
 
AMS Hurricanes 2016 Hernandez
AMS Hurricanes 2016 HernandezAMS Hurricanes 2016 Hernandez
AMS Hurricanes 2016 Hernandez
 
AAG San Francisco 2016 Hernandez
AAG San Francisco 2016 HernandezAAG San Francisco 2016 Hernandez
AAG San Francisco 2016 Hernandez
 
SEDAAG Pensacola 2015
SEDAAG Pensacola 2015SEDAAG Pensacola 2015
SEDAAG Pensacola 2015
 
SEDAAG Athens 2014 Update
SEDAAG Athens 2014 UpdateSEDAAG Athens 2014 Update
SEDAAG Athens 2014 Update
 

AAG Chicago 2015 Hernandez

  • 1. José J. Hernández Ayala Department of Geography University of Florida Contribution of Tropical Cyclones to the Rainfall Climatology of Puerto Rico
  • 2. Introduction • Important Questions  What is the spatio-temporal distribution of rainfall contributed by TCs?  How Teleconnections such as ENSO and the NAO affect this contribution?  How would a changing climate affect the contribution of rainfall from TCs? (Knight and Davis 2007; Knight and Davis 2009; Sheperd et al., 2007) • Rainfall arising from tropical cyclones (TC) can be an important water source for agriculture and other applications over subtropical and tropical regions (Rodgers et al., 2001).
  • 3. Study Area -Area: 9,104 km.sq -Population: 3.7 million (Census 2010) -Pop Density: 418/km.sq
  • 4. The Climate of Puerto Rico
  • 6. Tropical Cyclones and Puerto Rico • Puerto Rico is subject to frequent and severe impacts from Hurricanes (Dunn and Miller 1964, Simpson & Riehl 1981, Diaz & Pulwarty 1997). • The frequency with which a tropical cyclone passes directly over Puerto Rico is small (Scatena and Larsen, 1991). • A comprehensive study of hurricanes in P.R based on meteorological principles and the historical record is lacking (Boose, Serrano &Foster 2004). • Storm rainfall totals of 500 mm are common for hurricanes in Puerto Rico (Riehl, 1979).
  • 9. Problem Statement • Understand the contribution of TCs to the rainfall climatology of the island. • Do TCs have different contributions to the rainfall climatology of the island in different regions? • Do some hurricane season month’s exhibit higher or lower rainfall contributions from storms?
  • 10. Hypotheses • Rainfall associated from TCs is highly concentrated in the eastern portion of the island where El Yunque National rain forest is located. • A general decrease in storm precipitation is observed as you move from the eastern to the western region of the island. • TCs will tend to contribute more to the rainfall climatology of stations in the eastern and southern regions of the island especially during the peak hurricane season months of August, September and October. • The south will also have high rainfall contribution percentages since this region is the driest of the island, and for that reason any precipitation generating process that impacts the area has an important contribution to its rainfall climatology.
  • 11. Data • Six-hourly TC positions were obtained from the International Best Track Archive for Climate Stewardship (IBTrACS) (Knapp et al., 2010) for the years 1970 through 2010. • Daily and monthly rainfall totals were obtained from the National Climatic Data Center (NCDC), for 32 weather stations located on the main island of Puerto Rico for the period of 1970-2010.
  • 12. Rain Gauge Stations and Elevation
  • 13. TC Tracks • 86 TCs were identified as the ones that passed within a 500 km around the island. • Most move east to west, only a few events move west to east.
  • 14. Methods • The contribution of rainfall associated with TCs will be estimated for each month of the hurricane season (June-November) by calculating a percentage between monthly total and daily rainfall for all 86 TCs over the 1970-2010 period. • After the percentage for each hurricane season month is calculated for all weather stations the next step will be to map the percentages for each month. • Natural Neighbor and Ordinary kriging interpolated surfaces for all hurricane season months were generated to identify spatial patterns of high/low contribution percentages.
  • 15. Results Hurricane Season Months (J-N) NN Season OK Season 0.07 5.26 16.61 19.50 7.90 2.80 8.69 0.00 5.00 10.00 15.00 20.00 25.00 June July August September October November Season MeanPercentage(%) Hurricane Season Monts
  • 19. Conclusions • TCs contribute as much as 15% of the rainfall during the entire Hurricane season in some portions of the south. • June has the lowest contribution while July shows that storms contribute as much as 11% in the central south. • August and September have the highest contributions of rainfall associated with TCs, with some areas in the east and south exhibiting percentages of 26% and 34%. • October shows TC rainfall contributions of 12-15% in the east and south while November exhibits lower contributions of 5-7% in the southeast. • All Hurricane season months show a decreasing trend in contribution from east to west.
  • 20. Limitations • Limited by the use of only 32 stations with data for the 1970-2010 period. • There are some areas of the island that are not well represented. • Not having sufficient observations in the central mountains is a huge limitation since topography plays a big role when it comes to understanding rainfall patterns in the island.
  • 21. Future Work • Understand TC rainfall contribution variability, connections with ENSO, AMO, NAO? • Understand changes in TC rainfall contribution and its connections with climate change?