rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Collecting Spatial Data
    sub title: Optimum Design of Experiments for Random Fields
  name:
    name part: Müller, Werner G.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2007
    edition: Third Revised and Extended Edition.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XII, 242 p. 37 illus. online resource.
  abstract: The book is concerned with the statistical theory for locating spatial sensors. It bridges the gap between spatial statistics and optimum design theory. After introductions to those two fields the topics of exploratory designs and designs for spatial trend and variogram estimation are treated. Special attention is devoted to describing new methodologies to cope with the problem of correlated observations. A great number of relevant references are collected and put into a common perspective. The theoretical investigations are accompanied by a practical example, the redesign of an Upper-Austrian air pollution monitoring network. A reader should be able to find respective theory and recommendations on how to efficiently plan a specific purpose spatial monitoring network. The third edition takes into account the rapid development in the area of spatial statistics by including new relevant research and references. The revised edition contains additional material on design for detecting spatial dependence and for estimating parametrized covariance functions. .
  table of contents: Fundamentals of Spatial Statistics -- Fundamentals of Experimental Design -- Exploratory Designs -- Designs for Spatial Trend Estimation -- Design and Dependence -- Multipurpose Designs.
  note: by Werner G. Müller.
  subject:
    topic: Earth sciences
  subject:
    topic: Statistics
  subject:
    topic: Environmental sciences
  subject:
    topic: Regional economics
  subject:
    topic: Spatial economics
  subject:
    topic: Economics
  subject:
    topic: Regional/Spatial Science
  subject:
    topic: Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
  subject:
    topic: Math. Appl. in Environmental Science
  subject:
    topic: Earth Sciences, general
  subject:
    topic: Statistics for Business/Economics/Mathematical Finance/Insurance
  classification: HT388
  classification: HD28-9999
  classification: 338.9
  related item:
    title info:
      title: Springer eBooks
  identifier: 9783540311751
  identifier: http://dx.doi.org/10.1007/978-3-540-31175-1
  record info:
    record creation date: 100301
    record change date: 20151204152956.0
    record identifier: 978-3-540-31175-1