Spatiotemporal variable selection and air quality impact assessment of COVID-19 lockdown

Alessandro Fassò, Paolo Maranzano, Philipp Otto

Type: Article

Publication Date: 2021-10-29

Citations: 15

DOI: https://doi.org/10.1016/j.spasta.2021.100549

View Publication

Locations

PubMed Central - View
Spatial Statistics - View
PubMed - View

Similar Works

Action	Title	Year	Authors
+ PDF Chat	Association between short-term exposure to air pollution and COVID-19 mortality in all German districts: the importance of confounders	2022	Gregor Miller Annette Menzel Donna P. Ankerst
+	Understanding the heterogeneity of COVID-19 deaths and contagions: the role of air pollution and lockdown decisions	2020	Leonardo Becchetti Gianluigi Conzo Pierluigi Conzo Francesco Salustri
+	Understanding the Heterogeneity of Adverse COVID-19 Outcomes: the Role of Poor Quality of Air and Lockdown Decisions	2020	Leonardo Becchetti Gianluigi Conzo Pierluigi Conzo Francesco Salustri
+ PDF Chat	Tracing out the effect of transportation infrastructure on NO2 concentration levels with Kernel Density Estimation by investigating successive COVID-19-induced lockdowns	2022	Kamill Dániel Kovács Ionel Haidu
+ PDF Chat	Assessing the Lockdown Effects on Air Quality During COVID-19 Era	2021	Ioannis Kavouras Eftychios Protopapadakis Maria Kaselimi Emmanuel Sardis Nikolaos Doulamis
+	Assessing the Lockdown Effects on Air Quality during COVID-19 Era	2021	Ioannis Kavouras Eftychios Protopapadakis Maria Kaselimia Emmanuel Sardis Nikolaos Doulamis
+	Understanding the heterogeneity of COVID-19 deaths and contagions: The role of air pollution and lockdown decisions	2021	Leonardo Becchetti Gianluigi Conzo Pierluigi Conzo Francesco Salustri
+ PDF Chat	A spatiotemporal analysis of NO2 concentrations during the Italian 2020 COVID‐19 lockdown	2022	Guido Fioravanti Michela Cameletti Sara Martino Giorgio Cattani Enrico Pisoni
+	A spatio-temporal analysis of NO$_2$ concentrations during the Italian 2020 COVID-19 lockdown	2021	Guido Fioravanti Michela Cameletti Sara Martino Giorgio Cattani Enrico Pisoni
+	Analysis of the lockdown effects due to the COVID-19 on air pollution in Brescia (Lombardy)	2022	Elza Bontempi Claudio Carnevale Antonella Cornelio Marialuisa Volta Alessandra Zanoletti
+	Understanding the Heterogeneity of Covid-19 Deaths and Contagions: The Role of Air Pollution and Lockdown Decisions	2020	Leonardo Becchetti Gianluigi Conzo Pierluigi Conzo Francesco Salustri
+ PDF Chat	Analysis of the Lockdown Effects on the Economy, Environment, and COVID-19 Spread: Lesson Learnt from a Global Pandemic in 2020	2022	Woraphon Yamaka Siritaya Lomwanawong Darin Magel Paravee Maneejuk
+	Temporal characteristics and spatial heterogeneity of air quality changes due to the COVID-19 lockdown in China	2022	Jinghai Zeng Can Wang
+	Interpretable and Transferable Models to Understand the Impact of Lockdown Measures on Local Air Quality	2020	Johanna Einsiedler Yun Cheng Franz Papst Olga Saukh
+ PDF Chat	A Methodological Approach to Use Contextual Factors for Epidemiological Studies on Chronic Exposure to Air Pollution and COVID-19 in Italy	2022	Lisa Bauleo Simone Giannini Andrea Ranzi Federica Nobile Massimo Stafoggia Carla Ancona Ivano Iavarone
+	Spatiotemporal modelling of PM$_{2.5}$ concentrations in Lombardy (Italy) -- A comparative study	2023	Philipp Otto Alessandro Fusta Moro Jacopo Rodeschini Qendrim Shaboviq Rosaria Ignaccolo Natalia Golini Michela Cameletti Paolo Maranzano Francesco Finazzi Alessandro Fassò
+	Air quality changed disproportionally across the world urban agglomerations, countries, and regions due to COVID-19 lockdown measures	2021	Jiawei Zhang Youn Hee Lim Zorana Jovanovic Andersen Maude Helen Plucker Danesh Yazdi Mahdieh Tom Cole Hunter George Napolitano Amar Mehta Laust Hvas Mortensen Weeberb J. Réquia
+	A Probabilistic Assessment of the COVID-19 Lockdown on Air Quality in the UK	2021	Thomas Pinder Michael Hollaway Christopher Nemeth P. J. Young David S. Leslie
+	Global effect of city-to-city air pollution, health conditions, climatic & socio-economic factors on COVID-19 pandemic	2021	Samuel Asumadu Sarkodie Phebe Asantewaa Owusu
+	Scalable penalized spatiotemporal land-use regression for ground-level nitrogen dioxide	2020	Kyle P. Messier Matthias Katzfuß

Works That Cite This (6)

Action	Title	Year	Authors
+ PDF Chat	The Atmospheric Environment Effects of the COVID-19 Pandemic: A Metrological Study	2022	Zhong Chen Dongping Shi
+ PDF Chat	Spatiotemporal Event Studies for Environmental Data Under Cross-Sectional Dependence: An Application to Air Quality Assessment in Lombardy	2023	Paolo Maranzano Matteo Pelagatti
+ PDF Chat	Agrimonia: a dataset on livestock, meteorology and air quality in the Lombardy region, Italy	2023	Alessandro Fassò Jacopo Rodeschini Alessandro Fusta Moro Qendrim Shaboviq Paolo Maranzano Michela Cameletti Francesco Finazzi Natalia Golini Rosaria Ignaccolo Philipp Otto
+	Network log-ARCH models for forecasting stock market volatility	2024	Raffaele Mattera Philipp Otto
+ PDF Chat	A spatiotemporal analysis of NO2 concentrations during the Italian 2020 COVID‐19 lockdown	2022	Guido Fioravanti Michela Cameletti Sara Martino Giorgio Cattani Enrico Pisoni
+	Spatio-temporal Event Studies for Air Quality Assessment under Cross-sectional Dependence	2022	Paolo Maranzano Matteo Pelagatti

Works Cited by This (21)

Action	Title	Year	Authors
+ PDF Chat	The Adaptive Lasso and Its Oracle Properties	2006	Hui Zou
+	Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties	2001	Jianqing Fan Runze Li
+ PDF Chat	Simultaneous multiple response regression and inverse covariance matrix estimation via penalized Gaussian maximum likelihood	2012	Wonyul Lee Yufeng Liu
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani
+	On Model Selection Consistency of Lasso	2006	Peng Zhao Bin Yu
+	Penalized maximum likelihood estimation and variable selection in geostatistics	2011	Tingjin Chu Jun Zhu Haonan Wang
+	Model Selection For Geostatistical Models	2006	Jennifer A. Hoeting Richard A. Davis Andrew A. Merton Sandra E. Thompson
+ PDF Chat	On Lasso refitting strategies	2019	Evgenii Chzhen Mohamed Hebiri Joseph Salmon
+	On Model Selection Consistency of Lasso	2006	ZhaoPeng Yubin Yubin
+	Spatio-temporal estimation of the daily cases of COVID-19 in worldwide using random forest machine learning algorithm	2020	Cafer Mert Yeşilkanat