Difference between revisions of "Mumbai Air Quality Short Course/Course Content/Combining satellite and surface observations with models"
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Return to [[Mumbai_Air_Quality_Short_Course/Course_Content|Course Content]] | [[Mumbai_Air_Quality_Short_Course|Short Course Home]] | Return to [[Mumbai_Air_Quality_Short_Course/Course_Content|Course Content]] | [[Mumbai_Air_Quality_Short_Course|Short Course Home]] | ||
| − | == | + | == Surface Observations == |
| + | [[Image:Aerchem Mumbai loc.PNG|250px]]<br/> | ||
| + | [http://datafedwiki.wustl.edu/index.php/Image:EarthPointExcel.kml Kml file (to be viewed on google earth)for the sampling locations] | ||
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===PM10=== | ===PM10=== | ||
| − | <html><img src="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/AerChem_MultiSitePM10&view_id=time&page!time_min=2007-12-12T00:00:00&page!time_max=2008-03-22T00:00:00&time!width=800&time!height=250&time!scale_min=0&time!scale_max=700&Colaba!parameter=PM10&Andheri!parameter=PM10&Dadar!parameter=PM10&Dharavi!parameter=PM10&Mahul!parameter=PM10&Mulund!parameter=PM10&Khar!parameter=PM10&dust!parameter=dust&time.PM10_grd!scale_min=0&time.PM10_grd!scale_max=700&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=700&time.Colaba!scale_min=0&time.Colaba!scale_max=700&time.Andheri!scale_min=0&time.Andheri!scale_max=700&time.Dadar!scale_min=0&time.Dadar!scale_max=700&time.Dharavi!scale_min=0&time.Dharavi!scale_max=700&time.Mahul!scale_min=0&time.Mahul!scale_max=700&time.Mulund!scale_min=0&time.Mulund!scale_max=700&time.Khar!scale_min=0&time.Khar!scale_max=700&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=700&cache=use" width=600 height=150" ></html> | + | <html><a href="http://webapps.datafed.net/datafed.aspx?page=AerChem_Mumbai/AerChem_MultiSitePM10&view_id=time&page!time_min=2007-12-12T00:00:00&page!time_max=2008-03-22T00:00:00&time!width=800&time!height=250&time!scale_min=0&time!scale_max=700&Colaba!parameter=PM10&Andheri!parameter=PM10&Dadar!parameter=PM10&Dharavi!parameter=PM10&Mahul!parameter=PM10&Mulund!parameter=PM10&Khar!parameter=PM10&dust!parameter=dust&time.PM10_grd!scale_min=0&time.PM10_grd!scale_max=700&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=700&time.Colaba!scale_min=0&time.Colaba!scale_max=700&time.Andheri!scale_min=0&time.Andheri!scale_max=700&time.Dadar!scale_min=0&time.Dadar!scale_max=700&time.Dharavi!scale_min=0&time.Dharavi!scale_max=700&time.Mahul!scale_min=0&time.Mahul!scale_max=700&time.Mulund!scale_min=0&time.Mulund!scale_max=700&time.Khar!scale_min=0&time.Khar!scale_max=700&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=700&cache=use"><img src="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/AerChem_MultiSitePM10&view_id=time&page!time_min=2007-12-12T00:00:00&page!time_max=2008-03-22T00:00:00&time!width=800&time!height=250&time!scale_min=0&time!scale_max=700&Colaba!parameter=PM10&Andheri!parameter=PM10&Dadar!parameter=PM10&Dharavi!parameter=PM10&Mahul!parameter=PM10&Mulund!parameter=PM10&Khar!parameter=PM10&dust!parameter=dust&time.PM10_grd!scale_min=0&time.PM10_grd!scale_max=700&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=700&time.Colaba!scale_min=0&time.Colaba!scale_max=700&time.Andheri!scale_min=0&time.Andheri!scale_max=700&time.Dadar!scale_min=0&time.Dadar!scale_max=700&time.Dharavi!scale_min=0&time.Dharavi!scale_max=700&time.Mahul!scale_min=0&time.Mahul!scale_max=700&time.Mulund!scale_min=0&time.Mulund!scale_max=700&time.Khar!scale_min=0&time.Khar!scale_max=700&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=700&cache=use" width=600 height=150" ></a></html> |
PM10 data from seven stations in Mumbai collected as part of [http://cpcb.nic.in/Source_Apportionment_Studies.php 6 city source apportionment study] is plotted as a time series along with the surface dust concentration from the Navel Aerosol Analysis and Prediction System (NAAPS)model. The background site "Colaba" shows a PM10 value of ~150 ug/m3 throughout the study period except for dates in the last week of February,2008 when it increases to ~500 ug/m3. Dust concentration on these dates shows an increase of ~300 ug/m3. | PM10 data from seven stations in Mumbai collected as part of [http://cpcb.nic.in/Source_Apportionment_Studies.php 6 city source apportionment study] is plotted as a time series along with the surface dust concentration from the Navel Aerosol Analysis and Prediction System (NAAPS)model. The background site "Colaba" shows a PM10 value of ~150 ug/m3 throughout the study period except for dates in the last week of February,2008 when it increases to ~500 ug/m3. Dust concentration on these dates shows an increase of ~300 ug/m3. | ||
| − | ===Fe=== | + | ===Iron (Fe)=== |
| + | |||
| + | <html><a href="http://webapps.datafed.net/datafed.aspx?page=AerChem_Mumbai/AerChem_MultiSite_Fe&view_id=time&page!time_min=2007-12-12T00:00:00&page!time_max=2008-03-22T00:00:00&time!width=800&time!height=250&Colaba!parameter=Fe&Andheri!parameter=Fe&Dadar!parameter=Fe&Dharavi!parameter=Fe&Mahul!parameter=Fe&Mulund!parameter=Fe&Fehar!parameter=Fe&dust!parameter=dust&time.Fe_grd!scale_min=0&time.Fe_grd!scale_max=60&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=60&time.Colaba!scale_min=0&time.Colaba!scale_max=60&time.Andheri!scale_min=0&time.Andheri!scale_max=60&time.Dadar!scale_min=0&time.Dadar!scale_max=60&time.Dharavi!scale_min=0&time.Dharavi!scale_max=60&time.Mahul!scale_min=0&time.Mahul!scale_max=60&time.Mulund!scale_min=0&time.Mulund!scale_max=60&time.Fehar!scale_min=0&time.Fehar!scale_max=60&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=60&cache=use"><img src="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/AerChem_MultiSite_Fe&view_id=time&page!time_min=2007-12-12T00:00:00&page!time_max=2008-03-22T00:00:00&time!width=800&time!height=250&Colaba!parameter=Fe&Andheri!parameter=Fe&Dadar!parameter=Fe&Dharavi!parameter=Fe&Mahul!parameter=Fe&Mulund!parameter=Fe&Fehar!parameter=Fe&dust!parameter=dust&time.Fe_grd!scale_min=0&time.Fe_grd!scale_max=60&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=60&time.Colaba!scale_min=0&time.Colaba!scale_max=60&time.Andheri!scale_min=0&time.Andheri!scale_max=60&time.Dadar!scale_min=0&time.Dadar!scale_max=60&time.Dharavi!scale_min=0&time.Dharavi!scale_max=60&time.Mahul!scale_min=0&time.Mahul!scale_max=60&time.Mulund!scale_min=0&time.Mulund!scale_max=60&time.Fehar!scale_min=0&time.Fehar!scale_max=60&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=60&cache=use" width=600 height=150" ></a></html> | ||
| + | |||
| + | ===Calcium (Ca)=== | ||
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| + | <html><a href="http://webapps.datafed.net/datafed.aspx?page=AerChem_Mumbai/AerChem_MultiSite_Ca&view_id=time&page!time_min=2007-12-12T00:00:00&page!time_max=2008-03-22T00:00:00&time!width=800&time!height=250&Colaba!parameter=Ca&Andheri!parameter=Ca&Dadar!parameter=Ca&Dharavi!parameter=Ca&Mahul!parameter=Ca&Mulund!parameter=Ca&Cahar!parameter=Ca&dust!parameter=dust&time.Ca_grd!scale_min=0&time.Ca_grd!scale_max=40&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=40&time.Colaba!scale_min=0&time.Colaba!scale_max=40&time.Andheri!scale_min=0&time.Andheri!scale_max=40&time.Dadar!scale_min=0&time.Dadar!scale_max=40&time.Dharavi!scale_min=0&time.Dharavi!scale_max=40&time.Mahul!scale_min=0&time.Mahul!scale_max=40&time.Mulund!scale_min=0&time.Mulund!scale_max=40&time.Cahar!scale_min=0&time.Cahar!scale_max=40&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=40&cache=use"><img src="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/AerChem_MultiSite_Ca&view_id=time&page!time_min=2007-12-12T00:00:00&page!time_max=2008-03-22T00:00:00&time!width=800&time!height=250&Colaba!parameter=Ca&Andheri!parameter=Ca&Dadar!parameter=Ca&Dharavi!parameter=Ca&Mahul!parameter=Ca&Mulund!parameter=Ca&Cahar!parameter=Ca&dust!parameter=dust&time.Ca_grd!scale_min=0&time.Ca_grd!scale_max=40&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=40&time.Colaba!scale_min=0&time.Colaba!scale_max=40&time.Andheri!scale_min=0&time.Andheri!scale_max=40&time.Dadar!scale_min=0&time.Dadar!scale_max=40&time.Dharavi!scale_min=0&time.Dharavi!scale_max=40&time.Mahul!scale_min=0&time.Mahul!scale_max=40&time.Mulund!scale_min=0&time.Mulund!scale_max=40&time.Cahar!scale_min=0&time.Cahar!scale_max=40&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=40&cache=use" width=600 height=150" ></a></html> | ||
| + | |||
| + | ===Organic Carbon (OC)=== | ||
| + | <html><a href="http://webapps.datafed.net/datafed.aspx?page=AerChem_Mumbai/AerChem_MultiSite_OC&view_id=time&page!time_min=2007-12-12T00:00:00&page!time_max=2008-03-22T00:00:00&time!width=800&time!height=250&Colaba!parameter=OC&Andheri!parameter=OC&Dadar!parameter=OC&Dharavi!parameter=OC&Mahul!parameter=OC&Mulund!parameter=OC&OChar!parameter=OC&dust!parameter=dust&time.OC_grd!scale_min=0&time.OC_grd!scale_max=200&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=200&time.Colaba!scale_min=0&time.Colaba!scale_max=200&time.Andheri!scale_min=0&time.Andheri!scale_max=200&time.Dadar!scale_min=0&time.Dadar!scale_max=200&time.Dharavi!scale_min=0&time.Dharavi!scale_max=200&time.Mahul!scale_min=0&time.Mahul!scale_max=200&time.Mulund!scale_min=0&time.Mulund!scale_max=200&time.OChar!scale_min=0&time.OChar!scale_max=200&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=200&cache=use"><img src="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/AerChem_MultiSite_OC&view_id=time&page!time_min=2007-12-12T00:00:00&page!time_max=2008-03-22T00:00:00&time!width=800&time!height=250&Colaba!parameter=OC&Andheri!parameter=OC&Dadar!parameter=OC&Dharavi!parameter=OC&Mahul!parameter=OC&Mulund!parameter=OC&OChar!parameter=OC&dust!parameter=dust&time.OC_grd!scale_min=0&time.OC_grd!scale_max=200&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=200&time.Colaba!scale_min=0&time.Colaba!scale_max=200&time.Andheri!scale_min=0&time.Andheri!scale_max=200&time.Dadar!scale_min=0&time.Dadar!scale_max=200&time.Dharavi!scale_min=0&time.Dharavi!scale_max=200&time.Mahul!scale_min=0&time.Mahul!scale_max=200&time.Mulund!scale_min=0&time.Mulund!scale_max=200&time.OChar!scale_min=0&time.OChar!scale_max=200&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=200&cache=use" width=600 height=150" ></a></html> | ||
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| + | ==Comparison of monthly average PM10 at Mumbai and nearby places== | ||
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| + | <html><a href="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/Mumbai_MultiSitePM10&view_id=map&page!time_min=2007-03-01T00:00:00&page!time_max=2008-04-01T00:00:00&map!width=950&map!height=380&map!scale_min=0&map!scale_max=200&map!agg_limit=60&map!agg_oper=avg&map!agg_min_count=1&map!months_filter=Oct&Colaba!parameter=PM10&Andheri!parameter=PM10&Dadar!parameter=PM10&Dharavi!parameter=PM10&Mahul!parameter=PM10&Mulund!parameter=PM10&PM10har!parameter=PM10&dust!parameter=dust&map.dust!months_filter=Oct&time.PM10_grd!scale_min=0&time.PM10_grd!scale_max=700&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=700&time.Colaba!scale_min=0&time.Colaba!scale_max=700&time.Andheri!scale_min=0&time.Andheri!scale_max=700&time.Dadar!scale_min=0&time.Dadar!scale_max=700&time.Dharavi!scale_min=0&time.Dharavi!scale_max=700&time.Mahul!scale_min=0&time.Mahul!scale_max=700&time.Mulund!scale_min=0&time.Mulund!scale_max=700&time.PM10har!scale_min=0&time.PM10har!scale_max=700&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=700&cache=use"><img src="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/Mumbai_MultiSitePM10&view_id=map&page!time_min=2007-03-01T00:00:00&page!time_max=2008-04-01T00:00:00&map!width=950&map!height=380&map!scale_min=0&map!scale_max=200&map!agg_limit=60&map!agg_oper=avg&map!agg_min_count=1&map!months_filter=Oct&Colaba!parameter=PM10&Andheri!parameter=PM10&Dadar!parameter=PM10&Dharavi!parameter=PM10&Mahul!parameter=PM10&Mulund!parameter=PM10&PM10har!parameter=PM10&dust!parameter=dust&map.dust!months_filter=Oct&time.PM10_grd!scale_min=0&time.PM10_grd!scale_max=700&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=700&time.Colaba!scale_min=0&time.Colaba!scale_max=700&time.Andheri!scale_min=0&time.Andheri!scale_max=700&time.Dadar!scale_min=0&time.Dadar!scale_max=700&time.Dharavi!scale_min=0&time.Dharavi!scale_max=700&time.Mahul!scale_min=0&time.Mahul!scale_max=700&time.Mulund!scale_min=0&time.Mulund!scale_max=700&time.PM10har!scale_min=0&time.PM10har!scale_max=700&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=700&cache=use"width=600 height=150" ></a></html> | ||
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| + | <html><a href="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/Mumbai_MultiSitePM10&view_id=time&page!time_min=2007-03-01T00:00:00&page!time_max=2008-04-01T00:00:00&time!width=800&time!height=250&time!scale_min=0&time!scale_max=700&Colaba!parameter=PM10&Andheri!parameter=PM10&Dadar!parameter=PM10&Dharavi!parameter=PM10&Mahul!parameter=PM10&Mulund!parameter=PM10&PM10har!parameter=PM10&dust!parameter=dust&map.dust!months_filter=Oct&time.PM10_grd!scale_min=0&time.PM10_grd!scale_max=700&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=700&time.Colaba!scale_min=0&time.Colaba!scale_max=700&time.Andheri!scale_min=0&time.Andheri!scale_max=700&time.Dadar!scale_min=0&time.Dadar!scale_max=700&time.Dharavi!scale_min=0&time.Dharavi!scale_max=700&time.Mahul!scale_min=0&time.Mahul!scale_max=700&time.Mulund!scale_min=0&time.Mulund!scale_max=700&time.PM10har!scale_min=0&time.PM10har!scale_max=700&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=700&cache=use"><img src="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/Mumbai_MultiSitePM10&view_id=time&page!time_min=2007-03-01T00:00:00&page!time_max=2008-04-01T00:00:00&time!width=800&time!height=250&time!scale_min=0&time!scale_max=700&Colaba!parameter=PM10&Andheri!parameter=PM10&Dadar!parameter=PM10&Dharavi!parameter=PM10&Mahul!parameter=PM10&Mulund!parameter=PM10&PM10har!parameter=PM10&dust!parameter=dust&map.dust!months_filter=Oct&time.PM10_grd!scale_min=0&time.PM10_grd!scale_max=700&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=700&time.Colaba!scale_min=0&time.Colaba!scale_max=700&time.Andheri!scale_min=0&time.Andheri!scale_max=700&time.Dadar!scale_min=0&time.Dadar!scale_max=700&time.Dharavi!scale_min=0&time.Dharavi!scale_max=700&time.Mahul!scale_min=0&time.Mahul!scale_max=700&time.Mulund!scale_min=0&time.Mulund!scale_max=700&time.PM10har!scale_min=0&time.PM10har!scale_max=700&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=700&cache=use"width=600 height=150" ></a></html> | ||
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| + | The spatial and temporal patterns of PM10 from multiple sits in Mumbai and around are plotted here. The analyses of these patterns will allow classification of the monitoring stations, get some information about the nature of these sources that contribute to PM10 at the sites and quality check on the data. The strategy here is to compare the time and space trend at each station to rest of the stations. | ||
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| + | <html><a href="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/Multisite/Mumbai_MultiSitePM10_compatison1&view_id=time&page!time_min=2008-01-14&page!time_max=2008-03-03&time!width=800&time!height=250&time!scale_min=0&time!scale_max=700&Colaba!parameter=PM10&Andheri!parameter=PM10&Dadar!parameter=PM10&Dharavi!parameter=PM10&Mahul!parameter=PM10&Mulund!parameter=PM10&PM10har!parameter=PM10&dust!parameter=dust&map.dust!months_filter=Oct&time.PM10_grd!scale_min=0&time.PM10_grd!scale_max=700&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=700&time.Colaba!scale_min=0&time.Colaba!scale_max=700&time.Andheri!scale_min=0&time.Andheri!scale_max=700&time.Dadar!scale_min=0&time.Dadar!scale_max=700&time.Dharavi!scale_min=0&time.Dharavi!scale_max=700&time.Mahul!scale_min=0&time.Mahul!scale_max=700&time.Mulund!scale_min=0&time.Mulund!scale_max=700&time.PM10har!scale_min=0&time.PM10har!scale_max=700&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=700&cache=use"><img src="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/Multisite/Mumbai_MultiSitePM10_compatison1&view_id=time&page!time_min=2008-01-14&page!time_max=2008-03-03&time!width=800&time!height=250&time!scale_min=0&time!scale_max=700&Colaba!parameter=PM10&Andheri!parameter=PM10&Dadar!parameter=PM10&Dharavi!parameter=PM10&Mahul!parameter=PM10&Mulund!parameter=PM10&PM10har!parameter=PM10&dust!parameter=dust&map.dust!months_filter=Oct&time.PM10_grd!scale_min=0&time.PM10_grd!scale_max=700&time.MapImage_1!scale_min=0&time.MapImage_1!scale_max=700&time.Colaba!scale_min=0&time.Colaba!scale_max=700&time.Andheri!scale_min=0&time.Andheri!scale_max=700&time.Dadar!scale_min=0&time.Dadar!scale_max=700&time.Dharavi!scale_min=0&time.Dharavi!scale_max=700&time.Mahul!scale_min=0&time.Mahul!scale_max=700&time.Mulund!scale_min=0&time.Mulund!scale_max=700&time.PM10har!scale_min=0&time.PM10har!scale_max=700&time.dust!scale_min=0&time.dust!scale_max=700&time.ViewLabels!scale_min=0&time.ViewLabels!scale_max=700&cache=use"width=600 height=150" ></a></html> | ||
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Latest revision as of 14:48, October 13, 2012
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Surface Observations
Kml file (to be viewed on google earth)for the sampling locations
PM10
PM10 data from seven stations in Mumbai collected as part of 6 city source apportionment study is plotted as a time series along with the surface dust concentration from the Navel Aerosol Analysis and Prediction System (NAAPS)model. The background site "Colaba" shows a PM10 value of ~150 ug/m3 throughout the study period except for dates in the last week of February,2008 when it increases to ~500 ug/m3. Dust concentration on these dates shows an increase of ~300 ug/m3.
Iron (Fe)
Calcium (Ca)
Organic Carbon (OC)
Comparison of monthly average PM10 at Mumbai and nearby places
The spatial and temporal patterns of PM10 from multiple sits in Mumbai and around are plotted here. The analyses of these patterns will allow classification of the monitoring stations, get some information about the nature of these sources that contribute to PM10 at the sites and quality check on the data. The strategy here is to compare the time and space trend at each station to rest of the stations.
NAAPS-MODIS-PM10
