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Characterization of Aerosols using
Aerosol Optical Depth (AOD) over
Pakistan by exploring MODIS,
CALIPSO and AERONET Data
Lokhaze Ali
PhD Student NUST
+2.50C
+1.50C
+1.90C
Ref: Dr. G Rasul (PMD),
2014
Pakistan 2050
The Deciding Factors
for Climate Change:
• Temperature
• Precipitation
• Wind Speed
2#Aerosols
Aerosols
Least Understood Components
Aerosols play animportant role in ourclimate system by meansof their direct and indirectimpacts, yet, they are stillone of the leastunderstood componentsof the global climatesystem…Intergovernmental Panelon Climate Change(IPCC) 2007, 2013…
#Aerosols 5
Aerosols• Aerosols are minute
particles suspendedin the atmosphere
• Adverse effect onhuman health inurban environments
• Effective pathwaysfor deposition ofpollutants
• Scatter and absorbradiation impactingheat balance of theatmosphere
8#Aerosols
Aerosols can alter Cloud Properties
• Aerosols act as tiny “seeds”called Cloud CondensationNuclei (CCN's)
• Clouds form when enough water vapor condenses
• Aerosols play a critical role
• Without aerosols in the air,there would be far fewerclouds
• High amounts of aerosols,clouds will have moredroplets than normal
• Droplets are smaller and more numerous, clouds last longer
• Clouds owe their existence to Aerosols 9#Aerosols
Remote Sensing
Clouds & Aerosols
• Nucleation
• Hydrophilic/Hydr
ophobic Aerosols
• Size/Shape/Distri
bution of
Aerosols
10#Aerosols
Saharan Dust
• Dust from Sahara Desert
• Transported across the AtlanticOcean
• Supplies iron to the underlyingocean surface waters
• Occasionally limits visibility inFlorida and the Caribbean
• Possibly fertilizes the Amazonbasin
11#Aerosols
Arctic from 1913 to 2012
• Greenhouse gas warming alone three degrees Celsius in the Arctic over the last 100 years
• Actual observed warming is around 1.2 degrees Celsius
• Aerosols offset about 60 per cent of the warming
13#Aerosols
Levels of Data
Level 1B Level 2 Level 3
Calibration to
Radiance
Aerosol
Retrieval
Algorithm
Spatial & Temporal
Averaging
Ref: Pawan Gupta (NASA), 2015 #Aerosols 14
Aerosol Optical Depth (AOD)
Aerosol optical depth is a
measure of radiation
extinction due to scattering
and absorption by aerosol
particles in the atmosphere.
• Particles (dust, smoke,
pollution)
• Dimensionless number
• Amount of aerosol in the
vertical column of
atmosphere over/below
the observation location
15#Aerosols
Aerosol Optical Depth
Deep Blue AOD• Deep Blue AOD at 550
nm for MODIS calculatesAOD over bright areassuch as deserts where thestandard MODIS AODalgorithm does not work.
• Surface Reflectancegreater than 0.15 and forcoarse particles
• Lower surface reflectance in the blue part of the visible spectra than in the red part
(Ref: Dr. Farrukh Chishtie(IST), 2015)
#Aerosols 16
Aerosol Robotic Network
AERONET
• Sunphotometer is usedto measure theextinction of direct beamspectral solar radiation
• AERONET serve asvalidation tool forsatellite aerosol product
• Robots with a datalogger, datatransmission device,batteries, solar panels,and antenna for datatransmission
• Karachi & Lahore
Robotic Arm tracking
the Sun
AERONET Pad#Aerosols 17
The Lidar• Lidar (light detection and
ranging) is an active
remote sensing technique
for observing the
distribution of molecules
and particles in the
atmosphere as a function
of height by means of the
light they backscatter from
a laser beam.
• The CALIPSO spacecraft
uses an innovative lidar
and imaging system to
reveal the secrets of
clouds and aerosols18#Aerosols
CALIPSO
(Cloud Aerosol Lidar and Infrared
Pathfinder Satellite Observations)• Cloud-Aerosol Lidar with
Orthogonal Polarization (CALIOP)
• CALIOP is a two-wavelength polarization-sensitive lidarthat provides high-resolution vertical profiles of aerosols and clouds
• CALIOP utilizes three receiver channels: one measuring the 1064 nm backscatter intensity and two channels measuring orthogonally polarized components of the 532 nm backscattered signal
#Aerosols 19
Arizona Fires June 3, 2011
A-Train Constellation
• A-Train of satellites circlesEarth, about eight-sixteenminutes elapse between thetimes when the first satellite(Aqua) and the last (Aura)pass over any given spot.
• String of satellites stretchesacross 3,000 kilometers
• CloudSat flies in front ofCALIPSO, only around 93.8kilometers
• Distance corresponds to anaverage delay of only 12.5seconds between lidar andradar measurements
#Aerosols 20
Dust Storm 2nd -7th April 2015
#Aerosols 38
02-04-2015 03-04-2015 04-04-2015
05-04-2015 06-04-2015 07-04-2015
Dust Storm 2nd -15th April 2015
AOD 550 nm (Deep Blue)
#Aerosols 39
2nd-8th April 2015
2nd-15th April 2015
Important Data Links
• AERONET (Aerosol Robotic Network)http://aeronet.gsfc.nasa.gov/
• LAADS Web (Level 1 and Atmosphere Archive and Distribution System)http://ladsweb.nascom.nasa.gov/data/search.html
• CALIPSO - KML/KMZ Data using Expedited Datahttp://www-calipso.larc.nasa.gov/products/kmz_exp/index.php
• NASA EOSDIS WorldViewhttps://earthdata.nasa.gov/labs/worldview/
• GIOVANNI (The Bridge between Data & Science http://giovanni.gsfc.nasa.gov/giovanni/
• GIOVANNI Air Qualityhttp://gdata1.sci.gsfc.nasa.gov/daac-bin/G3/gui.cgi?instance_id=Air_Quality
#Aerosols 41