A Multiscale Land Use Regression Approach for Estimating Intraurban Spatial Variability of PM 2.5 Concentration by Integrating Multisource Datasets
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Junli Liu & Panli Cai & Jin Dong & Junshun Wang & Runkui Li & Xianfeng Song, 2021. "Assessment of the Dynamic Exposure to PM 2.5 Based on Hourly Cell Phone Location and Land Use Regression Model in Beijing," IJERPH, MDPI, vol. 18(11), pages 1-14, May.
- Liadira Kusuma Widya & Chin-Yu Hsu & Hsiao-Yun Lee & Lalu Muhamad Jaelani & Shih-Chun Candice Lung & Huey-Jen Su & Chih-Da Wu, 2020. "Comparison of Spatial Modelling Approaches on PM 10 and NO 2 Concentration Variations: A Case Study in Surabaya City, Indonesia," IJERPH, MDPI, vol. 17(23), pages 1-15, November.
- Selby, Brent & Kockelman, Kara M., 2013. "Spatial prediction of traffic levels in unmeasured locations: applications of universal kriging and geographically weighted regression," Journal of Transport Geography, Elsevier, vol. 29(C), pages 24-32.
- Cai-Rong Lou & Hong-Yu Liu & Yu-Feng Li & Yu-Ling Li, 2016. "Socioeconomic Drivers of PM 2.5 in the Accumulation Phase of Air Pollution Episodes in the Yangtze River Delta of China," IJERPH, MDPI, vol. 13(10), pages 1-19, September.
- Xiaorui Zhang & Andong Ren & Lihua Chen & Xianyou Zheng, 2019. "Measurement and Spatial Difference Analysis on the Accessibility of Road Networks in Major Cities of China," Sustainability, MDPI, vol. 11(15), pages 1-15, August.
- Clifford M. Hurvich & Jeffrey S. Simonoff & Chih‐Ling Tsai, 1998. "Smoothing parameter selection in nonparametric regression using an improved Akaike information criterion," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 60(2), pages 271-293.
- Jessica Coria & Gunnar Köhlin & Jintao Xu, 2019. "On the Use of Market-Based Instruments to Reduce Air Pollution in Asia," Sustainability, MDPI, vol. 11(18), pages 1-23, September.
- Yuan Shi & Edward Ng, 2017. "Fine-Scale Spatial Variability of Pedestrian-Level Particulate Matters in Compact Urban Commercial Districts in Hong Kong," IJERPH, MDPI, vol. 14(9), pages 1-16, September.
- Xie, Rui & Wei, Dihan & Han, Feng & Lu, Yue & Fang, Jiayu & Liu, Yu & Wang, Junfeng, 2019. "The effect of traffic density on smog pollution: Evidence from Chinese cities," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 421-427.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Pulugurtha, Srinivas S. & Mathew, Sonu, 2021. "Modeling AADT on local functionally classified roads using land use, road density, and nearest nonlocal road data," Journal of Transport Geography, Elsevier, vol. 93(C).
- Shuichi Kawano, 2014. "Selection of tuning parameters in bridge regression models via Bayesian information criterion," Statistical Papers, Springer, vol. 55(4), pages 1207-1223, November.
- Yi Yang & Jie Li & Guobin Zhu & Qiangqiang Yuan, 2019. "Spatio–Temporal Relationship and Evolvement of Socioeconomic Factors and PM 2.5 in China During 1998–2016," IJERPH, MDPI, vol. 16(7), pages 1-24, March.
- Don Harding, 2010.
"Applying shape and phase restrictions in generalized dynamic categorical models of the business cycle,"
NCER Working Paper Series
58, National Centre for Econometric Research.
- Don Harding, 2010. "Applying shape and phase restrictions in generalized dynamic categorical models of the business cycle," Working Papers 2010.05, School of Economics, La Trobe University.
- Don Harding, 2010. "Applying Shape and Phase Restrictions in Generalized Dynamic Categorical Models of the Business Cycle," CAMA Working Papers 2010-25, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Don Harding, 2010. "Applying shape and phase restrictions in generalized dynamic categorical models of the business cycle," Working Papers 2010.05, School of Economics, La Trobe University.
- Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014.
"Does Education Matter for Economic Growth?,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
- Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2011. "Does Education Matter for Economic Growth?," Working Papers 2011-13, University of Miami, Department of Economics.
- Delgado, Michael S. & Henderson, Daniel J. & Parmeter, Christopher F., 2012. "Does Education Matter for Economic Growth?," IZA Discussion Papers 7089, Institute of Labor Economics (IZA).
- Juan Manuel Julio & Norberto Rodríguez & Héctor Manuel Zárate, 2005.
"Estimating the COP Exchange Rate Volatility Smile and the Market Effect of Central Bank Interventions: A CHARN Approach,"
Borradores de Economia
2605, Banco de la Republica.
- Juan Manuel Julio & Norberto Rodríguez & Hector Zárate, 2005. "Estimating the COP Exchange Rate Volatility Smile and the Market Effect of Central Bank Interventions: A CHARN Approach," Borradores de Economia 347, Banco de la Republica de Colombia.
- Malloy, Elizabeth J. & Spiegelman, Donna & Eisen, Ellen A., 2009. "Comparing measures of model selection for penalized splines in Cox models," Computational Statistics & Data Analysis, Elsevier, vol. 53(7), pages 2605-2616, May.
- Xuesong Sun & Zaisheng Zhang, 2021. "Coupling and Coordination Level of the Population, Land, Economy, Ecology and Society in the Process of Urbanization: Measurement and Spatial Differentiation," Sustainability, MDPI, vol. 13(6), pages 1-19, March.
- Karimu, Amin & Brännlund, Runar, 2013. "Functional form and aggregate energy demand elasticities: A nonparametric panel approach for 17 OECD countries," Energy Economics, Elsevier, vol. 36(C), pages 19-27.
- Liao, Jun & Zou, Guohua, 2020. "Corrected Mallows criterion for model averaging," Computational Statistics & Data Analysis, Elsevier, vol. 144(C).
- Beibei Zhang & Sheng Wu & Shifen Cheng & Feng Lu & Peng Peng, 2019. "Spatial Characteristics and Factor Analysis of Pollution Emission from Heavy-Duty Diesel Trucks in the Beijing–Tianjin–Hebei Region, China," IJERPH, MDPI, vol. 16(24), pages 1-16, December.
- Hansol Mun & Mengying Li & Juchul Jung, 2022. "Spatial-Temporal Characteristics and Influencing Factors of Particulate Matter: Geodetector Approach," Land, MDPI, vol. 11(12), pages 1-26, December.
- Lu, Jun & Lin, Lu, 2018. "Feature screening for multi-response varying coefficient models with ultrahigh dimensional predictors," Computational Statistics & Data Analysis, Elsevier, vol. 128(C), pages 242-254.
- Chu, Chi-Yang & Henderson, Daniel J. & Parmeter, Christopher F., 2017. "On discrete Epanechnikov kernel functions," Computational Statistics & Data Analysis, Elsevier, vol. 116(C), pages 79-105.
- Salvatore Ingrassia & Simona Minotti & Giorgio Vittadini, 2012.
"Local Statistical Modeling via a Cluster-Weighted Approach with Elliptical Distributions,"
Journal of Classification, Springer;The Classification Society, vol. 29(3), pages 363-401, October.
- Salvatore Ingrassia & Simona Caterina Minotti & Giorgio Vittadini, 2011. "Local Statistical Modeling via Cluster-Weighted Approach with Elliptical Distributions," Working Papers 20111001, Università degli Studi di Milano-Bicocca, Dipartimento di Statistica.
- Maria Sassi, 2010. "OLS and GWR Approaches to Agricultural Convergence in the EU-15," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 16(1), pages 96-108, February.
- Nagler Thomas & Schellhase Christian & Czado Claudia, 2017. "Nonparametric estimation of simplified vine copula models: comparison of methods," Dependence Modeling, De Gruyter, vol. 5(1), pages 99-120, January.
- Arturo Bujanda & Thomas M. Fullerton, 2017. "Impacts of transportation infrastructure on single-family property values," Applied Economics, Taylor & Francis Journals, vol. 49(51), pages 5183-5199, November.
- Costas Milas & Ruthira Naraidoo, 2009.
"Financial Market Conditions, Real Time, Nonlinearity and European Central Bank Monetary Policy: In-Sample and Out-of-Sample Assessment,"
Working Papers
200923, University of Pretoria, Department of Economics.
- Costas Milas & Ruthira Naraidoo, 2009. "Financial Market Conditions, Real Time, Nonlinearity and European Central Bank Monetary Policy: In-Sample and Out-of-Sample Assessment," Working Paper series 42_09, Rimini Centre for Economic Analysis.
- Cai, Zongwu & Xu, Xiaoping, 2009.
"Nonparametric Quantile Estimations for Dynamic Smooth Coefficient Models,"
Journal of the American Statistical Association, American Statistical Association, vol. 104(485), pages 371-383.
- Cai, Zongwu & Xu, Xiaoping, 2008. "Nonparametric Quantile Estimations for Dynamic Smooth Coefficient Models," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1595-1608.
- Xiaoping Xu & Zongwu Cai, 2013. "Nonparametric Quantile Estimations For Dynamic Smooth Coefficient Models," Working Papers 2013-10-14, Wang Yanan Institute for Studies in Economics (WISE), Xiamen University.
More about this item
Keywords
PM 2.5 ; spatial variability; geographic information system; multiscale; multi-source datasets;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:19:y:2021:i:1:p:321-:d:713415. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.