Generalized additive models for large datasets : spatial-temporal modelling of the UK's Daily Black Smoke (1961-2005)

The UK Black Smoke monitoring network has produced daily particulate air pollution data from a network of up to 1200 monitoring stations over several decades, resulting in 10 million measurements in total. Spatial-temporal modelling of the data is desirable for accurate trend/seasonality estimation...

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Bibliographic Details
Main Author: Li, Zheyuan
Other Authors: Shaddick, Gavin ; Smith, Theresa ; Wood, Simon
Published: University of Bath 2019
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.767604