SlideShare a Scribd company logo
Thermohaline Circulation
              and
         Climate Change

Prof./Dr.Krishna AchutaRao
 Science of Climate Change        ­ by
          ASL 715            Arulalan.T
                             2012 AST 2532
                               M.Tech, CAS,
                                 IIT Delhi
Ocean Circulation

• What drives the Ocean circulation?
• Two kinds of circulation (?)
    – Wind­driven (surface) circulation.
    – Thermohaline circulation (deep), driven by   
       fluxes of heat and freshwater across the sea 
       Surface.
●
   Role of Oceans in climate
What drives the Ocean circulation?
Two kinds of circulation
                                 The pycnocline separates the surface zone (mixed layer)            
Surface ocean: Wind­driven                       from the deep ocean
circulation, at the mixed
area between the surface and
the thermocline (300­1000 m
depth).

Ocean currents also subject to
Coriolis force, which deflects
them 20­25 degrees from
wind direction (how about 
deep ocean?)

Deep ocean: Thermohaline
circulation driven by                Figure from: The Earth System. Kump,Casting and Crane, 2004

differences in density
(temperature and salinity).
T Vs S Vs Sigma­t

               It shows the how the  
               temperature and salinity takes 
               place to make the denser
               water in the ocean depth,
               which is plotted by using the    
               ARGO measured data. 

               The isolines replicate the sigma­t 
               (density­1000) value. 


               Figure Plotted Using CDAT5.2
Thermohaline circulation


●
    Seawater are made denser by 
    cooling and/or increasing
    salinity.

• Deep water is formed in  
  localised areas.




                                   Figure source : S. Rahmstorf, Thermohaline Ocean Circulation.   
                                                Encyclopedia of Quaternary Sciences, 2006
What drives the THC ?
• The high­latitude cooling
●
   filling box dynamics
●
  Sandström’s  theorem – heating at greater depth than 
  cooling, by turbulent mixing (~1000 years)
●
  Mechanism to drive ocean circulation is through fluxes of 
  heat and freshwater ?

●
    Deep water is formed in localised areas.

●
    when the water column then becomes Unstable, leading to 
    large­scale deep overturning of the oceans.

●
    It is estimated time period 1000 ­5000 years.
Key features of the THC
1.Deep water formation:
In a few localized areas,

North Atlantic: in the 
Greenland­Iceland­
Norwegian (GIN) Seas,
the Labrador Sea

Soutern Ocean: in the
 Weddell Sea, 
 the Ross Sea.

2.Spreading of  deep 
   waters
                                        Figure source : S. Rahmstorf, Thermohaline Ocean Circulation.
                                                         Encyclopedia of Quaternary Sciences, 2006

3. Upwelling of deep waters not as localized as convection Sea and difficult to 
    observe. Mainly in the Antarctic Circumpolar Current region (ACC). 
4. Near­surface currents: are required to close the flow. The Gulf Stream is primarily
    a wind­driven current, forming part of the subtropical gyre circulation.
    (~20% of the Gulf stream,~20Sv contributed to south flow of NADW)
THC Currents




   Figure source : Wiki commons
Spreading of deep waters
Water Masses basics:
Most of the heat and salt exchange
between the atmosphere and the
oceans occurs in the upper 150m .
Once a parcel of water is removed from
the surface, its properties (T,S) will not
change until it rises again, many years
later.

Spreading of deep waters
North Atlantic Deep Water (NADW),
Antarctic Bottom Water (AABW)
                                              Figure source : S. Rahmstorf, Thermohaline Ocean Circulation.   
                                                               Encyclopedia of Quaternary Sciences, 2006
Movement of water masses
is slowly – and it is unrealistic to measure directly. We
deduce it by measuring the age of the water (through carbon­14 dating) from 
the distribution of the water properties themselves.
History of the THC 
Three major circulation modes ­ indentified: 
 Modern mode, Glacial mode & Heinrich mode

  Modern mode or warm mode similar to the
  present­day Atlantits. (Not shown)

  The ‘off’ mode occurring after Heinrich events
  (after major input of freshwater, either from 
  surging glacial ice sheets or in form of 
  meltwater floods Younger Dryas event) 
  (upper globe). 


  Glacial mode or cold mode with NADW forming 
  south of Iceland in the Irminger Sea (center)

  Transitions between warm and cold modes of 
  the Atlantic THC ­ Dansgaard­Oeschger (D/O)
  (lower) dramatic warm 8 to 16oC within a decade over Greenland
               Figure source : S. Rahmstorf, Thermohaline Ocean Circulation.   
                                Encyclopedia of Quaternary Sciences, 2006
The future of the THC
Global warming can affect the THC in two ways: 
surface warming and surface freshening, both reducing the density of 
high­latitude surface waters & deep water formation. 

Most models predict a significant weakening of NADW formation 
(by 20­50%) in response to anthropogenic global warming during the 
21st century [IPCC, 2001]. Some also find a reduction in AABW 
formation.

A major weakening or shut­down of NADW formation could have 
serious impacts on marine ecosystems, sea level and surface climate, 
including a shift in ITCZ & tropical rainfall belts. 
In 2050s
●
  Using the climate model HadCM3 by 
applying the GHG effect as same as   Change in surface air temperature during 
today, forecasted the THC shutdown  years 20­30 after the collapse of the THC. 
in the 2050s.

●
    Cooling of the NH of −1.7◦ C

●
  Most tend to affect
temperatures over land
in north­western Europe
(Scandinavia, Britain) by
several degrees, others show
strong cooling further west.

●
    SH warming
                                            Figure source : Vellinga and Wood, Impacts of thermohaline circulation
                                                                     shutdown in the twenty­first century, 2008
MOC

●
    The meridional overturning circulation (MOC) refers to the north­south 
    flow as a function of latitude and depth.

●
    MOC describing a meridional flow field, a mix of both wind­driven and 
    thermohaline­flow, often integrated in east­west direction across an 
    ocean basin or the globe and graphically depicted as a stream function.

●
    THC associated with zonal overturning cells and it describing the 
    influence of cooling or freshwater forcing on the ocean circulation.
Transporting the heat to the poles
                                         Northward heat transport across each latitude
                                                      (1PW=10^15W)
• Atmospheric and oceanic circulation
is about transporting heat from the
equator to the poles.

• The maximum energy 
transport is similar.
Oceans peak at 20°N

• A direct effect: 
The atmosphere is
heated from the bottom,
air column becomes
unstable and rises.


                                  Figure source: The Earth System. Kump,Casting and Crane, 2004
Role of Oceans in Climate variations

●
    On time­scale of months or years Oceans are vast reservoir of heat 
    and will regulate the climate by heating or cooling the atmosphere 
    (hurricanes / El Niño).

●
    On longer time­scale it is the large heat transport (~1PW) of the 
    deep circulation that could change the climate.

●
    Oceans can absorb heat in one region and restore it to the 
    atmosphere (perhaps decades or centuries later) at a quite different 
    place.

●
    A THC collapse is seen to have happen in the past. It is widely 
    discussed as one of a number of "low probability ­ high impact" 
    risks associated with global warming.
References
[1] Wallace S. Broecker, James P . Kennett, Benjamin P. Flower, James T. Teller, Sue Trumbore, 
      Georges Bonani, and Willy Wolfli. Routing of meltwater from the laurentide ice sheet 
      during the younger dryas cold episode. Nature, 341(6240):318–321, September 1989. 

[2] Peter U. Clark, Nicklas G. Pisias, Thomas F. Stocker, and Andrew J. Weaver.  The role of 
      the thermohaline circulation in abrupt climate change. Nature, 415(6874):863–869, 
      February 2002. 

[3] J. F. McManus, R. Francois, J. M. Gherardi, L. D. Keigwin, and S. Brown­Leger. Collapse
      and rapid resumption of atlantic meridional circulation linked to deglacial climate 
      changes. Nature, 428(6985):834–837, April 2004.

[4] Michael Vellinga and RichardA Wood. Impacts of thermohaline circulation shutdown in 
      the twenty­first century. Climatic Change , 91(1­2):43–63+, 2008.

[5] S. Rahmstorf, S. A. Elias. Elsevier and Amsterdam. Thermohaline Ocean Circulation.   
      Encyclopedia of Quaternary Sciences, 2006.
Thank you

More Related Content

What's hot

Ocean current
Ocean currentOcean current
Ocean current
University of Kerala
 
Beach Profiles
Beach ProfilesBeach Profiles
Beach Profiles
James Foster
 
Seawater and its properties
Seawater and its propertiesSeawater and its properties
Seawater and its properties
Prof. A.Balasubramanian
 
Properties of sea water
Properties of sea waterProperties of sea water
Properties of sea water
Prof. A.Balasubramanian
 
Marine resources
Marine  resourcesMarine  resources
Marine resources
yuiyoshishak
 
Oceanography
OceanographyOceanography
Oceanography
Liwayway Memije-Cruz
 
Ocean circulation
Ocean circulationOcean circulation
Ocean circulation
Dedy Aslam
 
Major Oceanic Currents of the World
Major Oceanic Currents of the WorldMajor Oceanic Currents of the World
Major Oceanic Currents of the World
Harminder Singh
 
Ocean Circulation
Ocean CirculationOcean Circulation
Ocean Circulation
aikyatha
 
Higher Geography Ocean Currents
Higher Geography Ocean CurrentsHigher Geography Ocean Currents
Higher Geography Ocean Currents
Ollie Bray
 
Temperature and its vertical distribution in ocean water
Temperature and its vertical distribution in ocean water Temperature and its vertical distribution in ocean water
Temperature and its vertical distribution in ocean water
Tanuj Joshi
 
Estuaries in Bangladesh
Estuaries in BangladeshEstuaries in Bangladesh
Estuaries in Bangladesh
Md. Abu Zafar
 
Ocean currents ppt cscope
Ocean currents ppt cscopeOcean currents ppt cscope
Ocean currents ppt cscopeJenny Dixon
 
Chemical and physical features of seawater and the
Chemical and physical features of seawater and theChemical and physical features of seawater and the
Chemical and physical features of seawater and theJoseph Yzrael Agra
 
Climate System
Climate SystemClimate System
Climate SystemEd Stermer
 
Ocean currents of the world
Ocean currents of the worldOcean currents of the world
Ocean currents of the world
Abhishek Sharma
 
Physical Oceanography
Physical  OceanographyPhysical  Oceanography
Physical Oceanography
Prof. A.Balasubramanian
 

What's hot (20)

Ocean current
Ocean currentOcean current
Ocean current
 
Air-Sea Interaction
Air-Sea InteractionAir-Sea Interaction
Air-Sea Interaction
 
Beach Profiles
Beach ProfilesBeach Profiles
Beach Profiles
 
Seawater and its properties
Seawater and its propertiesSeawater and its properties
Seawater and its properties
 
Properties of sea water
Properties of sea waterProperties of sea water
Properties of sea water
 
Marine resources
Marine  resourcesMarine  resources
Marine resources
 
Oceanography
OceanographyOceanography
Oceanography
 
Ocean circulation
Ocean circulationOcean circulation
Ocean circulation
 
Major Oceanic Currents of the World
Major Oceanic Currents of the WorldMajor Oceanic Currents of the World
Major Oceanic Currents of the World
 
Ocean Circulation
Ocean CirculationOcean Circulation
Ocean Circulation
 
Higher Geography Ocean Currents
Higher Geography Ocean CurrentsHigher Geography Ocean Currents
Higher Geography Ocean Currents
 
Temperature and its vertical distribution in ocean water
Temperature and its vertical distribution in ocean water Temperature and its vertical distribution in ocean water
Temperature and its vertical distribution in ocean water
 
Oceanography
OceanographyOceanography
Oceanography
 
Estuaries in Bangladesh
Estuaries in BangladeshEstuaries in Bangladesh
Estuaries in Bangladesh
 
Ocean currents ppt cscope
Ocean currents ppt cscopeOcean currents ppt cscope
Ocean currents ppt cscope
 
Chemical and physical features of seawater and the
Chemical and physical features of seawater and theChemical and physical features of seawater and the
Chemical and physical features of seawater and the
 
Climate System
Climate SystemClimate System
Climate System
 
Sea level change
Sea level changeSea level change
Sea level change
 
Ocean currents of the world
Ocean currents of the worldOcean currents of the world
Ocean currents of the world
 
Physical Oceanography
Physical  OceanographyPhysical  Oceanography
Physical Oceanography
 

Viewers also liked

Ocean circulation
Ocean circulationOcean circulation
Ocean circulation
Loretta Roberson
 
Disputation On Planning And Global Warming 95 Theses
Disputation On Planning And Global Warming 95 ThesesDisputation On Planning And Global Warming 95 Theses
Disputation On Planning And Global Warming 95 Theses
Paul Suckow
 
Goswami Climate Change And Indian Monsoon Cse Workshop
Goswami  Climate Change And Indian Monsoon Cse WorkshopGoswami  Climate Change And Indian Monsoon Cse Workshop
Goswami Climate Change And Indian Monsoon Cse Workshop
equitywatch
 
ocean currents water masses
ocean currents water massesocean currents water masses
ocean currents water masses
Arabinda Pal
 
El Nino, La Nina, Ocean Circulation, Weather and Climate Unit, Earth Science ...
El Nino, La Nina, Ocean Circulation, Weather and Climate Unit, Earth Science ...El Nino, La Nina, Ocean Circulation, Weather and Climate Unit, Earth Science ...
El Nino, La Nina, Ocean Circulation, Weather and Climate Unit, Earth Science ...
www.sciencepowerpoint.com
 
Meteorology presentation
Meteorology presentationMeteorology presentation
Meteorology presentationjabbar2002pk200
 
Meteorology
MeteorologyMeteorology
Meteorology
DARYL (MONKAYO NHS)
 

Viewers also liked (10)

Ocean circulation
Ocean circulationOcean circulation
Ocean circulation
 
Ocean circulation
Ocean circulationOcean circulation
Ocean circulation
 
Disputation On Planning And Global Warming 95 Theses
Disputation On Planning And Global Warming 95 ThesesDisputation On Planning And Global Warming 95 Theses
Disputation On Planning And Global Warming 95 Theses
 
Goswami Climate Change And Indian Monsoon Cse Workshop
Goswami  Climate Change And Indian Monsoon Cse WorkshopGoswami  Climate Change And Indian Monsoon Cse Workshop
Goswami Climate Change And Indian Monsoon Cse Workshop
 
ocean currents water masses
ocean currents water massesocean currents water masses
ocean currents water masses
 
Ocean Circulation
Ocean CirculationOcean Circulation
Ocean Circulation
 
El Nino, La Nina, Ocean Circulation, Weather and Climate Unit, Earth Science ...
El Nino, La Nina, Ocean Circulation, Weather and Climate Unit, Earth Science ...El Nino, La Nina, Ocean Circulation, Weather and Climate Unit, Earth Science ...
El Nino, La Nina, Ocean Circulation, Weather and Climate Unit, Earth Science ...
 
Meteorology presentation
Meteorology presentationMeteorology presentation
Meteorology presentation
 
Intro to Meteorology: Our Atmosphere
Intro to Meteorology: Our AtmosphereIntro to Meteorology: Our Atmosphere
Intro to Meteorology: Our Atmosphere
 
Meteorology
MeteorologyMeteorology
Meteorology
 

Similar to Thermohaline Circulation & Climate Change

Deep Ocean Circulation (with presenter notes)
Deep Ocean Circulation (with presenter notes)Deep Ocean Circulation (with presenter notes)
Deep Ocean Circulation (with presenter notes)
Andreas Schmittner
 
Climate: Climatic Change - Evidence, Cycles and The Future
Climate: Climatic Change - Evidence, Cycles and The FutureClimate: Climatic Change - Evidence, Cycles and The Future
Climate: Climatic Change - Evidence, Cycles and The Future
geomillie
 
Chapt 6 water & ocean structure
Chapt 6 water & ocean structureChapt 6 water & ocean structure
Chapt 6 water & ocean structureSerena Moon
 
Ocean Currents 1
Ocean Currents 1Ocean Currents 1
Ocean Currents 1GeoCoops
 
Weather basics
Weather basicsWeather basics
Weather basics
owenfidler
 
Long term & short term effects of climate 2
Long term & short term effects of climate 2Long term & short term effects of climate 2
Long term & short term effects of climate 2Sarah Ramanathan
 
Ocean properties
Ocean propertiesOcean properties
Density of seawater , correlations related to the calculation
Density of seawater , correlations related to the calculationDensity of seawater , correlations related to the calculation
Density of seawater , correlations related to the calculation
ssuser49e853
 
Lesson1 climate and change GCSE Edexcel B Geography
Lesson1 climate and change GCSE Edexcel B GeographyLesson1 climate and change GCSE Edexcel B Geography
Lesson1 climate and change GCSE Edexcel B Geographysarah marks
 
Natural causes of climate change
Natural causes of climate changeNatural causes of climate change
Natural causes of climate change
debasishagri
 
sea level-paleoocean
sea level-paleooceansea level-paleoocean
sea level-paleoocean
swapoo371
 
Climate change: Changes in the hydrosphere
Climate change: Changes in the hydrosphereClimate change: Changes in the hydrosphere
Climate change: Changes in the hydrosphere
cdenef
 
Long term & short term effects of climate
Long term & short term effects of climateLong term & short term effects of climate
Long term & short term effects of climateSarah Ramanathan
 
Long term & short term effects of climate 2
Long term & short term effects of climate 2Long term & short term effects of climate 2
Long term & short term effects of climate 2Sarah Ramanathan
 
Long term & short term effects of climate 2
Long term & short term effects of climate 2Long term & short term effects of climate 2
Long term & short term effects of climate 2Sarah Ramanathan
 
Earth_Science_&_Climate_Change_Somenath_Ganguly
Earth_Science_&_Climate_Change_Somenath_GangulyEarth_Science_&_Climate_Change_Somenath_Ganguly
Earth_Science_&_Climate_Change_Somenath_GangulySomenath Ganguly
 
Abruptclimatechange 7229
Abruptclimatechange 7229Abruptclimatechange 7229
Abruptclimatechange 7229
www.thiiink.com
 
Abruptclimatechange 7229
Abruptclimatechange 7229Abruptclimatechange 7229
Abruptclimatechange 7229
www.thiiink.com
 
Physical Oceanography
Physical Oceanography Physical Oceanography
Physical Oceanography
Hafez Ahmad
 

Similar to Thermohaline Circulation & Climate Change (20)

Deep Ocean Circulation (with presenter notes)
Deep Ocean Circulation (with presenter notes)Deep Ocean Circulation (with presenter notes)
Deep Ocean Circulation (with presenter notes)
 
Climate: Climatic Change - Evidence, Cycles and The Future
Climate: Climatic Change - Evidence, Cycles and The FutureClimate: Climatic Change - Evidence, Cycles and The Future
Climate: Climatic Change - Evidence, Cycles and The Future
 
Chapt 6 water & ocean structure
Chapt 6 water & ocean structureChapt 6 water & ocean structure
Chapt 6 water & ocean structure
 
Ocean Currents 1
Ocean Currents 1Ocean Currents 1
Ocean Currents 1
 
Weather basics
Weather basicsWeather basics
Weather basics
 
Long term & short term effects of climate 2
Long term & short term effects of climate 2Long term & short term effects of climate 2
Long term & short term effects of climate 2
 
Ocean properties
Ocean propertiesOcean properties
Ocean properties
 
Density of seawater , correlations related to the calculation
Density of seawater , correlations related to the calculationDensity of seawater , correlations related to the calculation
Density of seawater , correlations related to the calculation
 
Lesson1 climate and change GCSE Edexcel B Geography
Lesson1 climate and change GCSE Edexcel B GeographyLesson1 climate and change GCSE Edexcel B Geography
Lesson1 climate and change GCSE Edexcel B Geography
 
Natural causes of climate change
Natural causes of climate changeNatural causes of climate change
Natural causes of climate change
 
sea level-paleoocean
sea level-paleooceansea level-paleoocean
sea level-paleoocean
 
Climate change: Changes in the hydrosphere
Climate change: Changes in the hydrosphereClimate change: Changes in the hydrosphere
Climate change: Changes in the hydrosphere
 
Quaternary cycles
Quaternary cyclesQuaternary cycles
Quaternary cycles
 
Long term & short term effects of climate
Long term & short term effects of climateLong term & short term effects of climate
Long term & short term effects of climate
 
Long term & short term effects of climate 2
Long term & short term effects of climate 2Long term & short term effects of climate 2
Long term & short term effects of climate 2
 
Long term & short term effects of climate 2
Long term & short term effects of climate 2Long term & short term effects of climate 2
Long term & short term effects of climate 2
 
Earth_Science_&_Climate_Change_Somenath_Ganguly
Earth_Science_&_Climate_Change_Somenath_GangulyEarth_Science_&_Climate_Change_Somenath_Ganguly
Earth_Science_&_Climate_Change_Somenath_Ganguly
 
Abruptclimatechange 7229
Abruptclimatechange 7229Abruptclimatechange 7229
Abruptclimatechange 7229
 
Abruptclimatechange 7229
Abruptclimatechange 7229Abruptclimatechange 7229
Abruptclimatechange 7229
 
Physical Oceanography
Physical Oceanography Physical Oceanography
Physical Oceanography
 

More from Arulalan T

wgrib2
wgrib2wgrib2
wgrib2
Arulalan T
 
Climate Data Operators (CDO)
Climate Data Operators (CDO)Climate Data Operators (CDO)
Climate Data Operators (CDO)
Arulalan T
 
CDAT - graphics - vcs - xmgrace - Introduction
CDAT - graphics - vcs - xmgrace - Introduction CDAT - graphics - vcs - xmgrace - Introduction
CDAT - graphics - vcs - xmgrace - Introduction
Arulalan T
 
CDAT - cdms2, maskes, cdscan, cdutil, genutil - Introduction
CDAT - cdms2, maskes, cdscan, cdutil, genutil - Introduction CDAT - cdms2, maskes, cdscan, cdutil, genutil - Introduction
CDAT - cdms2, maskes, cdscan, cdutil, genutil - Introduction
Arulalan T
 
CDAT - cdms numpy arrays - Introduction
CDAT - cdms numpy arrays - IntroductionCDAT - cdms numpy arrays - Introduction
CDAT - cdms numpy arrays - Introduction
Arulalan T
 
Python an-intro-python-month-2013
Python an-intro-python-month-2013Python an-intro-python-month-2013
Python an-intro-python-month-2013Arulalan T
 
Python an-intro v2
Python an-intro v2Python an-intro v2
Python an-intro v2Arulalan T
 
Python an-intro - odp
Python an-intro - odpPython an-intro - odp
Python an-intro - odp
Arulalan T
 
Testing in-python-and-pytest-framework
Testing in-python-and-pytest-frameworkTesting in-python-and-pytest-framework
Testing in-python-and-pytest-framework
Arulalan T
 
Pygrib documentation
Pygrib documentationPygrib documentation
Pygrib documentationArulalan T
 
Lesson1 python an introduction
Lesson1 python an introductionLesson1 python an introduction
Lesson1 python an introduction
Arulalan T
 
Python An Intro
Python An IntroPython An Intro
Python An IntroArulalan T
 
Final review contour
Final review  contourFinal review  contour
Final review contourArulalan T
 
Contour Ilugc Demo Presentation
Contour Ilugc Demo Presentation Contour Ilugc Demo Presentation
Contour Ilugc Demo Presentation Arulalan T
 
Contour Ilugc Demo Presentation
Contour Ilugc Demo PresentationContour Ilugc Demo Presentation
Contour Ilugc Demo PresentationArulalan T
 
Edit/correct India Map In Cdat Documentation - With Edited World Map Data
Edit/correct India Map In Cdat  Documentation -  With Edited World Map Data Edit/correct India Map In Cdat  Documentation -  With Edited World Map Data
Edit/correct India Map In Cdat Documentation - With Edited World Map Data Arulalan T
 
matplotlib-installatin-interactive-contour-example-guide
matplotlib-installatin-interactive-contour-example-guidematplotlib-installatin-interactive-contour-example-guide
matplotlib-installatin-interactive-contour-example-guideArulalan T
 
"contour.py" module
"contour.py" module"contour.py" module
"contour.py" module
Arulalan T
 
contour analysis and visulaization documetation -1
contour analysis and visulaization documetation -1contour analysis and visulaization documetation -1
contour analysis and visulaization documetation -1
Arulalan T
 

More from Arulalan T (20)

wgrib2
wgrib2wgrib2
wgrib2
 
Climate Data Operators (CDO)
Climate Data Operators (CDO)Climate Data Operators (CDO)
Climate Data Operators (CDO)
 
CDAT - graphics - vcs - xmgrace - Introduction
CDAT - graphics - vcs - xmgrace - Introduction CDAT - graphics - vcs - xmgrace - Introduction
CDAT - graphics - vcs - xmgrace - Introduction
 
CDAT - cdms2, maskes, cdscan, cdutil, genutil - Introduction
CDAT - cdms2, maskes, cdscan, cdutil, genutil - Introduction CDAT - cdms2, maskes, cdscan, cdutil, genutil - Introduction
CDAT - cdms2, maskes, cdscan, cdutil, genutil - Introduction
 
CDAT - cdms numpy arrays - Introduction
CDAT - cdms numpy arrays - IntroductionCDAT - cdms numpy arrays - Introduction
CDAT - cdms numpy arrays - Introduction
 
Python an-intro-python-month-2013
Python an-intro-python-month-2013Python an-intro-python-month-2013
Python an-intro-python-month-2013
 
Python an-intro v2
Python an-intro v2Python an-intro v2
Python an-intro v2
 
Python an-intro - odp
Python an-intro - odpPython an-intro - odp
Python an-intro - odp
 
Testing in-python-and-pytest-framework
Testing in-python-and-pytest-frameworkTesting in-python-and-pytest-framework
Testing in-python-and-pytest-framework
 
Pygrib documentation
Pygrib documentationPygrib documentation
Pygrib documentation
 
Lesson1 python an introduction
Lesson1 python an introductionLesson1 python an introduction
Lesson1 python an introduction
 
Python An Intro
Python An IntroPython An Intro
Python An Intro
 
Final review contour
Final review  contourFinal review  contour
Final review contour
 
Contour Ilugc Demo Presentation
Contour Ilugc Demo Presentation Contour Ilugc Demo Presentation
Contour Ilugc Demo Presentation
 
Contour Ilugc Demo Presentation
Contour Ilugc Demo PresentationContour Ilugc Demo Presentation
Contour Ilugc Demo Presentation
 
Edit/correct India Map In Cdat Documentation - With Edited World Map Data
Edit/correct India Map In Cdat  Documentation -  With Edited World Map Data Edit/correct India Map In Cdat  Documentation -  With Edited World Map Data
Edit/correct India Map In Cdat Documentation - With Edited World Map Data
 
Nomography
NomographyNomography
Nomography
 
matplotlib-installatin-interactive-contour-example-guide
matplotlib-installatin-interactive-contour-example-guidematplotlib-installatin-interactive-contour-example-guide
matplotlib-installatin-interactive-contour-example-guide
 
"contour.py" module
"contour.py" module"contour.py" module
"contour.py" module
 
contour analysis and visulaization documetation -1
contour analysis and visulaization documetation -1contour analysis and visulaization documetation -1
contour analysis and visulaization documetation -1
 

Recently uploaded

What are the main advantages of using HR recruiter services.pdf
What are the main advantages of using HR recruiter services.pdfWhat are the main advantages of using HR recruiter services.pdf
What are the main advantages of using HR recruiter services.pdf
HumanResourceDimensi1
 
CADAVER AS OUR FIRST TEACHER anatomt in your.pptx
CADAVER AS OUR FIRST TEACHER anatomt in your.pptxCADAVER AS OUR FIRST TEACHER anatomt in your.pptx
CADAVER AS OUR FIRST TEACHER anatomt in your.pptx
fakeloginn69
 
Buy Verified PayPal Account | Buy Google 5 Star Reviews
Buy Verified PayPal Account | Buy Google 5 Star ReviewsBuy Verified PayPal Account | Buy Google 5 Star Reviews
Buy Verified PayPal Account | Buy Google 5 Star Reviews
usawebmarket
 
Kseniya Leshchenko: Shared development support service model as the way to ma...
Kseniya Leshchenko: Shared development support service model as the way to ma...Kseniya Leshchenko: Shared development support service model as the way to ma...
Kseniya Leshchenko: Shared development support service model as the way to ma...
Lviv Startup Club
 
Skye Residences | Extended Stay Residences Near Toronto Airport
Skye Residences | Extended Stay Residences Near Toronto AirportSkye Residences | Extended Stay Residences Near Toronto Airport
Skye Residences | Extended Stay Residences Near Toronto Airport
marketingjdass
 
Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...
dylandmeas
 
The-McKinsey-7S-Framework. strategic management
The-McKinsey-7S-Framework. strategic managementThe-McKinsey-7S-Framework. strategic management
The-McKinsey-7S-Framework. strategic management
Bojamma2
 
Premium MEAN Stack Development Solutions for Modern Businesses
Premium MEAN Stack Development Solutions for Modern BusinessesPremium MEAN Stack Development Solutions for Modern Businesses
Premium MEAN Stack Development Solutions for Modern Businesses
SynapseIndia
 
LA HUG - Video Testimonials with Chynna Morgan - June 2024
LA HUG - Video Testimonials with Chynna Morgan - June 2024LA HUG - Video Testimonials with Chynna Morgan - June 2024
LA HUG - Video Testimonials with Chynna Morgan - June 2024
Lital Barkan
 
Cracking the Workplace Discipline Code Main.pptx
Cracking the Workplace Discipline Code Main.pptxCracking the Workplace Discipline Code Main.pptx
Cracking the Workplace Discipline Code Main.pptx
Workforce Group
 
FINAL PRESENTATION.pptx12143241324134134
FINAL PRESENTATION.pptx12143241324134134FINAL PRESENTATION.pptx12143241324134134
FINAL PRESENTATION.pptx12143241324134134
LR1709MUSIC
 
Project File Report BBA 6th semester.pdf
Project File Report BBA 6th semester.pdfProject File Report BBA 6th semester.pdf
Project File Report BBA 6th semester.pdf
RajPriye
 
3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx
tanyjahb
 
ENTREPRENEURSHIP TRAINING.ppt for graduating class (1).ppt
ENTREPRENEURSHIP TRAINING.ppt for graduating class (1).pptENTREPRENEURSHIP TRAINING.ppt for graduating class (1).ppt
ENTREPRENEURSHIP TRAINING.ppt for graduating class (1).ppt
zechu97
 
Brand Analysis for an artist named Struan
Brand Analysis for an artist named StruanBrand Analysis for an artist named Struan
Brand Analysis for an artist named Struan
sarahvanessa51503
 
Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111
zoyaansari11365
 
20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf
tjcomstrang
 
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
BBPMedia1
 
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdfSearch Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Arihant Webtech Pvt. Ltd
 
Tata Group Dials Taiwan for Its Chipmaking Ambition in Gujarat’s Dholera
Tata Group Dials Taiwan for Its Chipmaking Ambition in Gujarat’s DholeraTata Group Dials Taiwan for Its Chipmaking Ambition in Gujarat’s Dholera
Tata Group Dials Taiwan for Its Chipmaking Ambition in Gujarat’s Dholera
Avirahi City Dholera
 

Recently uploaded (20)

What are the main advantages of using HR recruiter services.pdf
What are the main advantages of using HR recruiter services.pdfWhat are the main advantages of using HR recruiter services.pdf
What are the main advantages of using HR recruiter services.pdf
 
CADAVER AS OUR FIRST TEACHER anatomt in your.pptx
CADAVER AS OUR FIRST TEACHER anatomt in your.pptxCADAVER AS OUR FIRST TEACHER anatomt in your.pptx
CADAVER AS OUR FIRST TEACHER anatomt in your.pptx
 
Buy Verified PayPal Account | Buy Google 5 Star Reviews
Buy Verified PayPal Account | Buy Google 5 Star ReviewsBuy Verified PayPal Account | Buy Google 5 Star Reviews
Buy Verified PayPal Account | Buy Google 5 Star Reviews
 
Kseniya Leshchenko: Shared development support service model as the way to ma...
Kseniya Leshchenko: Shared development support service model as the way to ma...Kseniya Leshchenko: Shared development support service model as the way to ma...
Kseniya Leshchenko: Shared development support service model as the way to ma...
 
Skye Residences | Extended Stay Residences Near Toronto Airport
Skye Residences | Extended Stay Residences Near Toronto AirportSkye Residences | Extended Stay Residences Near Toronto Airport
Skye Residences | Extended Stay Residences Near Toronto Airport
 
Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...
 
The-McKinsey-7S-Framework. strategic management
The-McKinsey-7S-Framework. strategic managementThe-McKinsey-7S-Framework. strategic management
The-McKinsey-7S-Framework. strategic management
 
Premium MEAN Stack Development Solutions for Modern Businesses
Premium MEAN Stack Development Solutions for Modern BusinessesPremium MEAN Stack Development Solutions for Modern Businesses
Premium MEAN Stack Development Solutions for Modern Businesses
 
LA HUG - Video Testimonials with Chynna Morgan - June 2024
LA HUG - Video Testimonials with Chynna Morgan - June 2024LA HUG - Video Testimonials with Chynna Morgan - June 2024
LA HUG - Video Testimonials with Chynna Morgan - June 2024
 
Cracking the Workplace Discipline Code Main.pptx
Cracking the Workplace Discipline Code Main.pptxCracking the Workplace Discipline Code Main.pptx
Cracking the Workplace Discipline Code Main.pptx
 
FINAL PRESENTATION.pptx12143241324134134
FINAL PRESENTATION.pptx12143241324134134FINAL PRESENTATION.pptx12143241324134134
FINAL PRESENTATION.pptx12143241324134134
 
Project File Report BBA 6th semester.pdf
Project File Report BBA 6th semester.pdfProject File Report BBA 6th semester.pdf
Project File Report BBA 6th semester.pdf
 
3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx
 
ENTREPRENEURSHIP TRAINING.ppt for graduating class (1).ppt
ENTREPRENEURSHIP TRAINING.ppt for graduating class (1).pptENTREPRENEURSHIP TRAINING.ppt for graduating class (1).ppt
ENTREPRENEURSHIP TRAINING.ppt for graduating class (1).ppt
 
Brand Analysis for an artist named Struan
Brand Analysis for an artist named StruanBrand Analysis for an artist named Struan
Brand Analysis for an artist named Struan
 
Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111
 
20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf20240425_ TJ Communications Credentials_compressed.pdf
20240425_ TJ Communications Credentials_compressed.pdf
 
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
RMD24 | Debunking the non-endemic revenue myth Marvin Vacquier Droop | First ...
 
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdfSearch Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
 
Tata Group Dials Taiwan for Its Chipmaking Ambition in Gujarat’s Dholera
Tata Group Dials Taiwan for Its Chipmaking Ambition in Gujarat’s DholeraTata Group Dials Taiwan for Its Chipmaking Ambition in Gujarat’s Dholera
Tata Group Dials Taiwan for Its Chipmaking Ambition in Gujarat’s Dholera
 

Thermohaline Circulation & Climate Change