Browsing by Keyword "land use regression"

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    • openAccess   Air Quality Monitoring Network Design Optimisation for Robust Land Use Regression Models 

      Gupta, Shivam; Pebesma, Edzer; Mateu, Jorge; Degbelo, Auriol MDPI (2018)
      A very common curb of epidemiological studies for understanding the impact of air pollution on health is the quality of exposure data available. Many epidemiological studies rely on empirical modelling techniques, such ...

    • closedAccess   Development of Spatio-Temporal Land Use Regression Models for Fine Particulate Matter and Wood-Burning Tracers in Temuco, Chile 

      Quinteros, Maria Elisa; Blazquez, Carola; Ayala, Salvador; Kilby, Dylan; Cárdenas Ramírez, Juan Pablo; Ossa, Ximena Marcela; Rosas-Díaz, Felipe; Stone, Elizabeth; Blanco, Estela; Delgado-Saborit, Juana Maria; Harrison, Roy; Ruiz-Rudolph, Pablo American Chemical Society (2023-11-17)
      Biomass burning is common in much of the world, and in some areas, residential wood-burning has increased. However, air pollution resulting from biomass burning is an important public health problem. A sampling campaign ...

    • openAccess   Quality of life, big data and the power of statistics 

      Gupta, Shivam; Mateu, Jorge; Degbelo, Auriol; Pebesma, Edzer Elsevier (2018)
      The digital era has opened up new possibilities for data-driven research. This paper discusses big data challenges in environmental monitoring and reflects on the use of statisticalmethodsintacklingthesechallengesforim ...