Time Series Analysis in Meteorology and Climatology: An Introduction

Time Series Analysis in Meteorology and Climatology: An Introduction
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作者: ,
出版社: Wiley
2012-01
版次: 1
ISBN: 9780470971994
定价: 732.90
装帧: 精装
开本: 其他
纸张: 其他
页数: 262页
正文语种: 英语
1人买过
  • TimeSeriesAnalysisinMeteorologyandClimatologyprovidesanaccessibleoverviewofthisnotoriouslydifficultsubject.Clearlystructuredthroughout,theauthorsdevelopsufficienttheoreticalfoundationtounderstandthebasisforapplyingvariousanalyticalmethodstoatimeseriesandshowclearlyhowtointerprettheresults.Takingauniqueapproachtothesubject,theauthorsuseacombinationoftheoryandapplicationtorealdatasetstoenhancestudentunderstandingthroughoutthebook.Thisbookiswrittenforthosestudentsthathaveadatasetintheformofatimeseriesandareconfrontedwiththeproblemofhowtoanalysethisdata.Eachchaptercoversthevariousmethodsthatcanbeusedtocarryoutthisanalysiswithcoverageofthenecessarytheoryanditsapplication.Inthetheoreticalsectiontopicscoveredinclude;themathematicaloriginofspectrumwindows,leakageofvarianceandunderstandingspectrumwindows.Theapplicationssectionincludesrealdatasetsforstudentstoanalyse.Scalarvariablesareusedforeaseofunderstandingforexampleairtemperatures,windspeedandprecipitation.Studentsareencouragedtowritetheirowncomputerprogrammesanddatasetsareprovidedtoenablethemtorecognizequicklywhethertheirprogrammeisworkingcorrectly-onedatasetisprovidedwithartificialdataandtheotherwithrealdatawherethestudentsarerequiredtophysicallyinterprettheresultsoftheirperiodgramanalysis.BasedontheacclaimedandlongstandingcourseattheUniversityofOklahomaandpartoftheRMetSAdvancingWeatherandClimate?ScienceSeries,thisbookisdistinctinitsapproachtothesubjectmatterinthatitiswrittenspecificallyforreadersinmeteorologyandclimatologyandusesamixoftheoryandapplicationtorealdatasets.
  • 内容简介:
    TimeSeriesAnalysisinMeteorologyandClimatologyprovidesanaccessibleoverviewofthisnotoriouslydifficultsubject.Clearlystructuredthroughout,theauthorsdevelopsufficienttheoreticalfoundationtounderstandthebasisforapplyingvariousanalyticalmethodstoatimeseriesandshowclearlyhowtointerprettheresults.Takingauniqueapproachtothesubject,theauthorsuseacombinationoftheoryandapplicationtorealdatasetstoenhancestudentunderstandingthroughoutthebook.Thisbookiswrittenforthosestudentsthathaveadatasetintheformofatimeseriesandareconfrontedwiththeproblemofhowtoanalysethisdata.Eachchaptercoversthevariousmethodsthatcanbeusedtocarryoutthisanalysiswithcoverageofthenecessarytheoryanditsapplication.Inthetheoreticalsectiontopicscoveredinclude;themathematicaloriginofspectrumwindows,leakageofvarianceandunderstandingspectrumwindows.Theapplicationssectionincludesrealdatasetsforstudentstoanalyse.Scalarvariablesareusedforeaseofunderstandingforexampleairtemperatures,windspeedandprecipitation.Studentsareencouragedtowritetheirowncomputerprogrammesanddatasetsareprovidedtoenablethemtorecognizequicklywhethertheirprogrammeisworkingcorrectly-onedatasetisprovidedwithartificialdataandtheotherwithrealdatawherethestudentsarerequiredtophysicallyinterprettheresultsoftheirperiodgramanalysis.BasedontheacclaimedandlongstandingcourseattheUniversityofOklahomaandpartoftheRMetSAdvancingWeatherandClimate?ScienceSeries,thisbookisdistinctinitsapproachtothesubjectmatterinthatitiswrittenspecificallyforreadersinmeteorologyandclimatologyandusesamixoftheoryandapplicationtorealdatasets.
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