Difference between revisions of "Mumbai Air Quality Short Course/Course Content/Combining satellite and surface observations with models"
From Earth Science Information Partners (ESIP)
(→PM10) |
|||
| (34 intermediate revisions by the same user not shown) | |||
| Line 1: | Line 1: | ||
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] | ||
===PM10=== | ===PM10=== | ||
| − | <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. | ||
| + | |||
| + | ===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)=== | ||
| + | |||
| + | <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> | ||
| + | |||
| + | ==Comparison of monthly average PM10 at Mumbai and nearby places== | ||
| + | |||
| + | <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> | ||
| + | |||
| + | <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> | ||
| + | |||
| + | 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. | ||
| + | |||
| + | |||
| + | <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> | ||
| + | <html><a href="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/Multisite/Mumbai_MultiSitePM10_compatison2&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_compatison2&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> | ||
| + | |||
| + | |||
| + | |||
| + | |||
| + | <html><a href="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/Multisite/Mumbai_MultiSitePM10_compatison1&view_id=time&page!time_min=2007-12-03&page!time_max=2008-01-21&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=2007-12-03&page!time_max=2008-01-21&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> | ||
| + | |||
| + | <html><a href="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/Multisite/Mumbai_MultiSitePM10_compatison1&view_id=time&page!time_min=2007-10-04&page!time_max=2007-11-22&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=2007-10-04&page!time_max=2007-11-22&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> | ||
| + | |||
| + | |||
| + | |||
| + | <html><a href="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/Multisite/Mumbai_MultiSitePM10_compatison1&view_id=time&page!time_min=2007-04-18&page!time_max=2007-06-06&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=2007-04-18&page!time_max=2007-06-06&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><html><a href="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/Multisite/Mumbai_MultiSitePM10_compatison2&view_id=time&page!time_min=2007-04-21&page!time_max=2007-06-09&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_compatison2&view_id=time&page!time_min=2007-04-21&page!time_max=2007-06-09&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> | ||
| + | |||
| + | |||
| + | <html><a href="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/Multisite/Mumbai_MultiSitePM10_compatison1&view_id=time&page!time_min=2007-02-26&page!time_max=2007-04-16&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=2007-02-26&page!time_max=2007-04-16&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> | ||
| + | |||
| + | ==NAAPS-MODIS-PM10== | ||
| + | |||
| + | <html><img src="http://webapps.datafed.net/cgi.wsfl?page=AerChem_Mumbai/Mumbai_MODIS_NAAPS_NAMP&view_id=time&page!time_min=2006-01-16T00:00:00&page!time_max=2008-10-29T00:00:00&page!lat_min=17.13&page!lat_max=20.53&page!lon_min=70.98&page!lon_max=75.21&time!width=1000&time!height=300&map.AOT!scale_min=0&map.AOT!scale_max=1&time.AOT!scale_min=0&time.AOT!scale_max=2&cycle.AOT!scale_min=0&cycle.AOT!scale_max=2&cache=use"width=600 height=150" ></a></html> | ||
Latest revision as of 14:48, October 13, 2012
Return to Course Content | Short Course Home
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
