Data Analysis Techniques

Slides:



Advertisements
Similar presentations
Line Efficiency     Percentage Month Today’s Date
Advertisements

Unit Number Oct 2011 Nov 2011 Dec 2011 Jan 2012 Feb 2012 Mar 2012 Apr 2012 May 2012 Jun 2012 Jul 2012 Aug 2012 Sep (3/4 Unit) 7 8 Units.
Market Analysis & Forecasting Trends Businesses attempt to predict the future – need to plan ahead Why?
Ippolitov I. I., Kabanov M. V., Komarov A. I., Kuskov A. I., Loginov S. V., Smirnov S. V. Structure and Dynamics of Ground Temperature and Pressure Fields.
ProjectImpactResourcesDeadlineResourcesDeadline Forecast Plan Time Resources Risk 001xx 002xx 003xx 004xx 005xx 006xx 007xx TotalXX Example 1: Portfolio.
The 6 steps of data collection: 1. Make predictions 2. Write a questionnaire 3. Collect data (Data Collection Sheet) 4. Make results tables 5. Draw graphs.
Windows Server 2008 R2 Oct 2009 Windows Server 2003
YOSEMITE BY ARSAL.
SPOUSE LEADERSHIP DEVELOPMENT COURSE (SLDC) CLASS 68
Jan 2016 Solar Lunar Data.
IT Strategy Roadmap Template
Monthly Report For January 2017

The 6 steps of data collection:
ITI Portfolio Plan Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Current Date Visibility of ITI Projects ITI Projects.
Bakersfield Ahmed Alhrbi.
Analyzing patterns in the phenomena
Q1 Jan Feb Mar ENTER TEXT HERE Notes

Project timeline # 3 Step # 3 is about x, y and z # 2
Average Monthly Temperature and Rainfall
Apr-Jun Jan-Mar Jul-Sep Oct-Dec
2018 Flag Calendar Online Registration is open
80-Hour SHARP Certification Course Schedule


Mammoth Caves National Park, Kentucky
2017 Jan Sun Mon Tue Wed Thu Fri Sat


2013 VFC PRESIDENT’S REPORT
Gantt Chart Enter Year Here Activities Jan Feb Mar Apr May Jun Jul Aug
Q1 Q2 Q3 Q4 PRODUCT ROADMAP TITLE Roadmap Tagline MILESTONE MILESTONE
Free PPT Diagrams : ALLPPT.com

Proposed Strategic Planning Process for FY 2013/14 thru FY 2015/16

Step 3 Step 2 Step 1 Put your text here Put your text here
Calendar Year 2009 Insure Oklahoma Total & Projected Enrollment
2018 Flag Calendar Online Registration is open
MONTH CYCLE BEGINS CYCLE ENDS DUE TO FINANCE JUL /2/2015
Jan Sun Mon Tue Wed Thu Fri Sat

©G Dear 2008 – Not to be sold/Free to use
Electricity Cost and Use – FY 2016 and FY 2017
ENTANGLEMENTS REPORTED


Unemployment in Today’s Economy
Text for section 1 1 Text for section 2 2 Text for section 3 3
Text for section 1 1 Text for section 2 2 Text for section 3 3
Text for section 1 1 Text for section 2 2 Text for section 3 3
Text for section 1 1 Text for section 2 2 Text for section 3 3
Q1 Q2 Q3 Q4 PRODUCT ROADMAP TITLE Roadmap Tagline MILESTONE MILESTONE
Free PPT Diagrams : ALLPPT.com


Text for section 1 1 Text for section 2 2 Text for section 3 3
Text for section 1 1 Text for section 2 2 Text for section 3 3
Text for section 1 1 Text for section 2 2 Text for section 3 3
Belem Climate Data Table
Text for section 1 1 Text for section 2 2 Text for section 3 3
Text for section 1 1 Text for section 2 2 Text for section 3 3
Text for section 1 1 Text for section 2 2 Text for section 3 3
Project timeline # 3 Step # 3 is about x, y and z # 2
TIMELINE NAME OF PROJECT Today 2016 Jan Feb Mar Apr May Jun

Q1 Q2 Q3 Q4 PRODUCT ROADMAP TITLE Roadmap Tagline MILESTONE MILESTONE
Pilot of revised survey
Change Management E2E Roadmap
Presentation transcript:

Probing the Properties of Particulate Pollution Greg Evans, University of Toronto

Data Analysis Techniques LAMS Particles Particle Types ART Seasonal Trends Diurnal Source Identification Apportionment Geographic PMF PSCF

Episodes from Long Range Sources 300 Average Hit Rate (Hits/Hour) Jan 2002 Feb 2002 Mar 2002 Apr 2002 May 2002 Jun 2002 Jul 2002 Aug 2002 Sep 2002 Oct 2002 Nov 2002 Dec 2002 Jan 2003 Feb 2003 200 Average Hit Rate (Hits/Hour) Jan 2002 Feb 2002 Mar 2002 Apr 2002 May 2002 Jun 2002 Jul 2002 Aug 2002 Sep 2002 Oct 2002 Nov 2002 Dec 2002 Jan 2003 Feb 2003 Sand storm Forrest fires

Temporal Trends Road Salt Jan 2002 Feb 2002 Mar 2002 Apr 2002 May 2002 Jun 2002 Jul 2002 Aug 2002 Sep 2002 Oct 2002 Nov 2002 Dec 2002 Jan 2003 Feb 2003 100 Average Hit Rate (Hits/Hour) 3 1 0:00 6:00 12:00 18:00 0:00

Temporal Trends Organic Nitrate 70 Jan 2002 Feb 2002 Mar 2002 Apr 2002 May 2002 Jun 2002 Jul 2002 Aug 2002 Sep 2002 Oct 2002 Nov 2002 Dec 2002 Jan 2003 Feb 2003 Average Hit Rate (Hits/Hour) 5 4 0:00 6:00 12:00 18:00 0:00

Nitrate Episodes Particle types 5 14 Hit Rate (hits/hour) Particle Type Mass Concentration (mg/m3) PM2.5 Nitrate 3/11/02 17:00 3/13/02 4:00

Applications Regulations: Health Impact: Environmental Impact: source identification/apportionment temporal and spatial variations speciation based PM2.5 limits Health Impact: time series for epidemiology identification of physiologically important components Environmental Impact: chemical transformation (lab and/or field based) gas-particle interactions role of PM in climate change transport and deposition of metals PM reduction: Study of emission sources (e.g. combustion chemistry, cars) Model evaluation/validation, Rapid analysis during an emergency