Quantitative Methods in Environmental and Climate Research

This books presents some of the most recent and advanced statistical methods used to analyse environmental and climate data, and addresses the spatial and spatio-temporal dimensions of the phenomena studied, the multivariate complexity of the data, and the necessity of considering uncertainty source...

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Bibliographic Details
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing, 2018.
Edition:1st ed. 2018.
Subjects:
Statistics .
Ecology .
Climate change.
Environmental monitoring.
ISBN:9783030015848
Online Access: Get full text
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Table of Contents:
  • 1 Fast Bayesian classification for disease mapping and the detection of disease clusters
  • 2 A Novel Hierarchical Multinomial Approach to Modelling Age-specific Harvest Data
  • 3 Detection of change points in spatiotemporal data in presence of outliers and heavy-tailed observations
  • 4 Modelling spatiotemporal mismatch for Aerosol profiles
  • 5 A SPATIOTEMPORAL APPROACH FOR PREDICTING WIND SPEED ALONG THE COAST OF VALPARAISO, CHILE
  • 6 Spatiotemporal Precipitation Variability Modeling in the Blue Nile Basin: 1998-2016
  • 7 A hidden Markov random field with copula-based emission distributions for the analysis of spatial cylindrical data.

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