Application of dynamic spatial ordered probit model

Transportation Research Record

Volumn , Issue 2136, 2009, Pages 45-56

  Wang, Xiaokun ^a   Kockelman, Kara M ^b  

^a BUCKNELL UNIVERSITY   (United States)

^b The University of Texas at Austin   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SET; DISCRETE VALUES; DYNAMIC SPATIAL; LAND COVER; MODEL USE; MODELING PARAMETERS; ORDERED PROBIT MODEL; OZONE CONCENTRATION; PHOTOCHEMICAL MODELLING; SPACE AND TIME;

OZONE;

EID: 76749160361     PISSN: 03611981     EISSN: None     Source Type: Journal    
DOI: 10.3141/2136-06     Document Type: Article

References (27)

1. Munroe, D., J. Southworth, and C. M. Tucker. The Dynamics of Land-Cover Change in Western Honduras: Spatial Autocorrelation and Temporal Variation. Proc., Annual Meeting of American Agricultural Economics Association. http://agecon.lib.umn.edu/cgi-bin/pdf-view.pl? paperid?2611. Accessed July 10, 2004.
2. Nelson, G. C., and D. Hellerstein. Do Roads Cause Deforestation: Using Satellite Images in Econometric Analysis of Land Use. American Journal of Agricultural Economics, Vol.79, 1997, pp. 80-88.
3. Wear, D. N., and P. Bolstad. Land-Use Changes in Southern Appalachian Landscapes: Spatial Analysis and Forecast Evaluation. Ecosystems, Vol.1, 1998, pp. 575-594.
4. Anselin, L., and A. Bera. Spatial Dependence in Linear Regression Models with an Introduction to Spatial Econometrics. In Handbook of Applied Economic Statistics (A. Ullah and D. E. A. Giles, eds.), Marcel Dekker, New York, 1998.
5. Anselin, L. Spatial Econometrics: Methods and Models. Kluwer Academic Press, Dordrecht, Netherlands, 1998.
6. Anselin, L. Spatial Externalities, Spatial Multipliers and Spatial Econometrics. International Regional Science Review, Vol.26, No.2, 2003, pp. 153-166.
7. Bay Area Air Quality Management District. Bay Area 2005 Ozone Strategy and Draft Environmental Impact Report Summary. Technical report, 2005. www.baaqmd.gov/pln/plans/ozone/2003-workgroup/os- deirsummary.pdf. Accessed May 10, 2007.
8. Environmental Protection Agency. National Ambient Air Quality Standards (NAAQS): Ozone (O3) Standards. 2008. www.epa.gov/ttn/naaqs/ standards/ozone/s- o3-index.html. Accessed June 29, 2008.
9. Athanasiadis, I. N., K. D. Karatzas, and P. A. Mitkas. Classification Techniques for Air Quality Forecasting. Working paper, 2007. http:// issel.ee.auth.gr/ktree/Documents/Root%20Folder/ISSEL/Publications/ AKM-besai-KARATZAS-revised.doc. Accessed May 10, 2007.
10. Niemeier, U., C. Granier, L. Kornblueh, S. Walters, and G. P. Brasseur. Global Impact of Road Traffic on Atmospheric Chemical Composition and on Ozone Climate Forcing. Journal of Geophysical Research, Vol.111, No.9, 2006, pp. D09301.01-D09301.13.
11. Wang, X., G. Carmichael, D. Chen, Y. Tang, and T. Wang. Impacts of Different Emission Sources on Air Quality During March 2001 in the Pearl River Delta (PRD) Region. Atmospheric Environment, Vol.39, No.29, 2005, pp. 5227-5241.
12. Friedman, M. S., K. E. Powell, L. Hutwagner, L. M. Graham, and W. G. Teague. Impact of Changes in Transportation and Commuting Behaviors During the 1996 Summer Olympic Games in Atlanta on Air Quality and Childhood Asthma. Journal of American Medical Association, Vol.285, No.7, 2001, pp. 897-905.
13. Wiedinmyer, C. Biogenic Hydrocarbons in Texas: Source Characterization and Chemistry. PhD dissertation. University of Texas, Austin, 1999.
14. Allen, D. T., C. Durrenberger, and Texas Natural Resource Conservation Commission (TNRCC) Technical Analysis Division. Accelerated Science Evaluation of Ozone Formation in the Houston-Galveston area: Photochemical Air Quality Modeling. Technical paper, 2002. www. utexas.edu/research/ceer/texaqsarchive/ pdfs/Modeling02-17-02.PDF. Accessed May 10, 2007.
15. McDonald-Buller, E. C., C. Wiedinmyer, Y. Kimura, and D. T. Allen. Effects of Land Use Data on Dry Deposition in a Regional Photochemical Model. Journal of Air and Waste Management Association, Vol.51, No.8, 2001, pp. 1211-1218.
16. Guldmann, J. M., and H. Y. Kim. Modeling Air Quality in Urban Areas: A Cell-Based Statistical Approach. Journal of Planning Literature, Vol.16, No.1, 2001, pp. 80-163.
17. Loibl, W., W. Winiwarter, A. Kopsca, J. Zueger, and R. Baumann. Estimating the Spatial Distribution of Ozone Concentrations in Complex Terrain. Atmospheric Environment, Vol.28, No.16, 1994, pp. 2557-2566.
18. Pont, V., and J. Fontan. Comparison Between Weekend and Weekday Ozone Concentration in Large Cities in France. Atmospheric Environment, Vol.35, No.8, 2001, pp. 1527-1535.
19. Noguchi, K., T. Imamura, K. I. Oyama, and G. E. Bodeker. A Global Statistical Study on the Origin of Small-Scale Ozone Vertical Structures in the Lower Stratosphere. Journal of Geophysical Research, Vol.111, D23105, doi: 10.1029/2006JD007232, 2006. (Pubitemid 47260815)
20. Lin, C. Y. C. A Spatial Econometric Approach to Measuring Pollution Externalities: An Application to Ozone Smog. Working paper, 2007. www.des.ucdavis.edu/faculty/Lin/airqual-ext-paper.pdf. Accessed May 10, 2007.
21. Wang, X. Capturing Patterns of Spatial and Temporal Autocorrelation in Ordered Response Data: A Case Study of Land Use and Air Quality Changes in Austin, Texas. PhD dissertation. Department of Civil, Architectural and Environmental Engineering, University of Texas, Austin, 2007.
22. Wang, X., and K. Kockelman. The Dynamic Spatial Ordered Probit Model: Methods for Capturing Patterns of Spatial and Temporal Autocorrelation in Ordered Response Data, Using Bayesian Estimation. Forthcoming in Journal of Regional Science, 2008a.
23. Wang, X., and K. Kockelman. Application of the Dynamic Spatial Ordered Probit Model: Patterns of Land Development Change in Austin, Texas. Forthcoming in Papers in Regional Science, 2008b.
24. Capital Area Planning Council, University of Texas at Austin, and ENVIRON International Corporation. Development of the September 13-20, 1999 Base Case Photochemical Model for Austin's Early Action Compact. Technical report, 2004. www.capco.state.tx.us/CAPCO airquality/NOV-30/eac-basecase-milestone- complete(revised2).pdf. Accessed May 10, 2007.
25. Environmental Systems Research Institute. ArcView GIS software, Version 3.2. Environmental Systems Research Institute, Inc., Redlands, Calif., 2005.
26. Texas Commission on Environmental Quality. Daily Maximum Eight- Hour Ozone Averages. 2007. www.tceq.state.tx.us/cgi-bin/compliance/ monops/8hr-monthly. Accessed June 9, 2007.
27. California Air Resource Board. Latest Ozone Summary for Selected Regions (Preliminary Data). 2007. www.arb.ca.gov/aqmis2/ytd-ozone. php. Accessed June 9, 2007.