عنوان

Quantitative methods in environmental and climate research /

(Number (ISBN

303001584X

(Number (ISBN

9783030015848

Erroneous ISBN

3030015831

Erroneous ISBN

9783030015831

Title Proper

Quantitative methods in environmental and climate research /

General Material Designation

[Book]

First Statement of Responsibility

Michela Cameletti, Francesco Finazzi, editors.

Place of Publication, Distribution, etc.

Cham, Switzerland :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

[2018]

Specific Material Designation and Extent of Item

1 online resource

Text of Note

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.

0

Text of Note

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 sources and propagation. The topics covered include: detecting disease clusters, analysing harvest data, change point detection in ground-level ozone concentration, modelling atmospheric aerosol profiles, predicting wind speed, precipitation prediction and analysing spatial cylindrical data. The volume presents revised versions of selected contributions submitted at the joint TIES-GRASPA 2017 Conference on Climate and Environment, which was held at the University of Bergamo, Italy. As it is chiefly intended for researchers working at the forefront of statistical research in environmental applications, readers should be familiar with the basic methods for analysing spatial and spatio-temporal data.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783030015848

Title

Quantitative Methods in Environmental and Climate Research.

International Standard Book Number

9783030015831

Climatology-- Research, Congresses.

Ecology-- Research, Congresses.

Climatology-- Research.

Ecology-- Research.

MAT029000

PBT

PBT

Number

Edition

Class number

Book number

Cameletti, Michela

Finazzi, Francesco

TIES-GRASPA Joint Conference on Climate and Environment, (2017)

Date of Transaction

20200823073213.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y