Analysis of Climate Variability: Applications of Statistical Techniques
Various problems in climate research, which require the use of advanced statistical techniques, are considered in this book. The examples emphasize the notion that the knowledge of statistical techniques alone is not sufficient. Instead, good physical understanding of the specific problems in climat...
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
1995
|
| Schlagworte: | |
| Online-Zugang: | BTU01 Volltext |
| Zusammenfassung: | Various problems in climate research, which require the use of advanced statistical techniques, are considered in this book. The examples emphasize the notion that the knowledge of statistical techniques alone is not sufficient. Instead, good physical understanding of the specific problems in climate research, such as the enormous size of the phase space, the correlation of processes on all time and space scales and the availability of essentially one observational record, are needed to guide the researcher in choosing the right approach to obtain meaningful answers. Aspects covered are the examination of the observational record based on instrumental and proxy data, the concept of stochastic climate models and the confirmation of dynamic climate models, the evaluation of forecasts and pattern-related analytical techniques such as empirical orthogonal functions, teleconnections, singular spectrum analysis and principal oscillation patterns. The book is a collection of the contributions given during an "autumn school" on "Statistical Analysis in Climate Research" supported by the European Community |
| Beschreibung: | 1 Online-Ressource (XVII, 334 p. 170 illus) |
| ISBN: | 9783662031674 |
| DOI: | 10.1007/978-3-662-03167-4 |
Internformat
MARC
| LEADER | 00000nmm a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV045176976 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 180911s1995 |||| o||u| ||||||eng d | ||
| 020 | |a 9783662031674 |9 978-3-662-03167-4 | ||
| 024 | 7 | |a 10.1007/978-3-662-03167-4 |2 doi | |
| 035 | |a (ZDB-2-EES)978-3-662-03167-4 | ||
| 035 | |a (OCoLC)1053845712 | ||
| 035 | |a (DE-599)BVBBV045176976 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-634 | ||
| 082 | 0 | |a 551.5 |2 23 | |
| 245 | 1 | 0 | |a Analysis of Climate Variability |b Applications of Statistical Techniques |c edited by Hans von Storch, Antonio Navarra |
| 246 | 1 | 3 | |a Proceedings of an Autumn School organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 |
| 264 | 1 | |a Berlin, Heidelberg |b Springer Berlin Heidelberg |c 1995 | |
| 300 | |a 1 Online-Ressource (XVII, 334 p. 170 illus) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 520 | |a Various problems in climate research, which require the use of advanced statistical techniques, are considered in this book. The examples emphasize the notion that the knowledge of statistical techniques alone is not sufficient. Instead, good physical understanding of the specific problems in climate research, such as the enormous size of the phase space, the correlation of processes on all time and space scales and the availability of essentially one observational record, are needed to guide the researcher in choosing the right approach to obtain meaningful answers. Aspects covered are the examination of the observational record based on instrumental and proxy data, the concept of stochastic climate models and the confirmation of dynamic climate models, the evaluation of forecasts and pattern-related analytical techniques such as empirical orthogonal functions, teleconnections, singular spectrum analysis and principal oscillation patterns. The book is a collection of the contributions given during an "autumn school" on "Statistical Analysis in Climate Research" supported by the European Community | ||
| 650 | 4 | |a Earth Sciences | |
| 650 | 4 | |a Atmospheric Sciences | |
| 650 | 4 | |a Oceanography | |
| 650 | 4 | |a Geology | |
| 650 | 4 | |a Earth sciences | |
| 650 | 4 | |a Geology | |
| 650 | 4 | |a Oceanography | |
| 650 | 4 | |a Atmospheric sciences | |
| 700 | 1 | |a Storch, Hans von |4 edt | |
| 700 | 1 | |a Navarra, Antonio |4 edt | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 9783662031698 |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-662-03167-4 |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
| 912 | |a ZDB-2-EES | ||
| 940 | 1 | |q ZDB-2-EES_Archiv | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-030566206 | ||
| 966 | e | |u https://doi.org/10.1007/978-3-662-03167-4 |l BTU01 |p ZDB-2-EES |q ZDB-2-EES_Archiv |x Verlag |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1804178865328750592 |
|---|---|
| any_adam_object | |
| author2 | Storch, Hans von Navarra, Antonio |
| author2_role | edt edt |
| author2_variant | h v s hv hvs a n an |
| author_facet | Storch, Hans von Navarra, Antonio |
| building | Verbundindex |
| bvnumber | BV045176976 |
| collection | ZDB-2-EES |
| ctrlnum | (ZDB-2-EES)978-3-662-03167-4 (OCoLC)1053845712 (DE-599)BVBBV045176976 |
| dewey-full | 551.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 551 - Geology, hydrology, meteorology |
| dewey-raw | 551.5 |
| dewey-search | 551.5 |
| dewey-sort | 3551.5 |
| dewey-tens | 550 - Earth sciences |
| discipline | Geologie / Paläontologie |
| doi_str_mv | 10.1007/978-3-662-03167-4 |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02838nmm a2200481zc 4500</leader><controlfield tag="001">BV045176976</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">180911s1995 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783662031674</subfield><subfield code="9">978-3-662-03167-4</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1007/978-3-662-03167-4</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-2-EES)978-3-662-03167-4</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1053845712</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV045176976</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">aacr</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-634</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">551.5</subfield><subfield code="2">23</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Analysis of Climate Variability</subfield><subfield code="b">Applications of Statistical Techniques</subfield><subfield code="c">edited by Hans von Storch, Antonio Navarra</subfield></datafield><datafield tag="246" ind1="1" ind2="3"><subfield code="a">Proceedings of an Autumn School organized by the Commission of the European Community on Elba from October 30 to November 6, 1993</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Berlin, Heidelberg</subfield><subfield code="b">Springer Berlin Heidelberg</subfield><subfield code="c">1995</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (XVII, 334 p. 170 illus)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Various problems in climate research, which require the use of advanced statistical techniques, are considered in this book. The examples emphasize the notion that the knowledge of statistical techniques alone is not sufficient. Instead, good physical understanding of the specific problems in climate research, such as the enormous size of the phase space, the correlation of processes on all time and space scales and the availability of essentially one observational record, are needed to guide the researcher in choosing the right approach to obtain meaningful answers. Aspects covered are the examination of the observational record based on instrumental and proxy data, the concept of stochastic climate models and the confirmation of dynamic climate models, the evaluation of forecasts and pattern-related analytical techniques such as empirical orthogonal functions, teleconnections, singular spectrum analysis and principal oscillation patterns. The book is a collection of the contributions given during an "autumn school" on "Statistical Analysis in Climate Research" supported by the European Community</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Earth Sciences</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Atmospheric Sciences</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Oceanography</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Geology</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Earth sciences</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Geology</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Oceanography</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Atmospheric sciences</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Storch, Hans von</subfield><subfield code="4">edt</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Navarra, Antonio</subfield><subfield code="4">edt</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">9783662031698</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1007/978-3-662-03167-4</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-2-EES</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">ZDB-2-EES_Archiv</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-030566206</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-662-03167-4</subfield><subfield code="l">BTU01</subfield><subfield code="p">ZDB-2-EES</subfield><subfield code="q">ZDB-2-EES_Archiv</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV045176976 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:10:46Z |
| institution | BVB |
| isbn | 9783662031674 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030566206 |
| oclc_num | 1053845712 |
| open_access_boolean | |
| owner | DE-634 |
| owner_facet | DE-634 |
| physical | 1 Online-Ressource (XVII, 334 p. 170 illus) |
| psigel | ZDB-2-EES ZDB-2-EES_Archiv ZDB-2-EES ZDB-2-EES_Archiv |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| publisher | Springer Berlin Heidelberg |
| record_format | marc |
| spelling | Analysis of Climate Variability Applications of Statistical Techniques edited by Hans von Storch, Antonio Navarra Proceedings of an Autumn School organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 Berlin, Heidelberg Springer Berlin Heidelberg 1995 1 Online-Ressource (XVII, 334 p. 170 illus) txt rdacontent c rdamedia cr rdacarrier Various problems in climate research, which require the use of advanced statistical techniques, are considered in this book. The examples emphasize the notion that the knowledge of statistical techniques alone is not sufficient. Instead, good physical understanding of the specific problems in climate research, such as the enormous size of the phase space, the correlation of processes on all time and space scales and the availability of essentially one observational record, are needed to guide the researcher in choosing the right approach to obtain meaningful answers. Aspects covered are the examination of the observational record based on instrumental and proxy data, the concept of stochastic climate models and the confirmation of dynamic climate models, the evaluation of forecasts and pattern-related analytical techniques such as empirical orthogonal functions, teleconnections, singular spectrum analysis and principal oscillation patterns. The book is a collection of the contributions given during an "autumn school" on "Statistical Analysis in Climate Research" supported by the European Community Earth Sciences Atmospheric Sciences Oceanography Geology Earth sciences Atmospheric sciences Storch, Hans von edt Navarra, Antonio edt Erscheint auch als Druck-Ausgabe 9783662031698 https://doi.org/10.1007/978-3-662-03167-4 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Analysis of Climate Variability Applications of Statistical Techniques Earth Sciences Atmospheric Sciences Oceanography Geology Earth sciences Atmospheric sciences |
| title | Analysis of Climate Variability Applications of Statistical Techniques |
| title_alt | Proceedings of an Autumn School organized by the Commission of the European Community on Elba from October 30 to November 6, 1993 |
| title_auth | Analysis of Climate Variability Applications of Statistical Techniques |
| title_exact_search | Analysis of Climate Variability Applications of Statistical Techniques |
| title_full | Analysis of Climate Variability Applications of Statistical Techniques edited by Hans von Storch, Antonio Navarra |
| title_fullStr | Analysis of Climate Variability Applications of Statistical Techniques edited by Hans von Storch, Antonio Navarra |
| title_full_unstemmed | Analysis of Climate Variability Applications of Statistical Techniques edited by Hans von Storch, Antonio Navarra |
| title_short | Analysis of Climate Variability |
| title_sort | analysis of climate variability applications of statistical techniques |
| title_sub | Applications of Statistical Techniques |
| topic | Earth Sciences Atmospheric Sciences Oceanography Geology Earth sciences Atmospheric sciences |
| topic_facet | Earth Sciences Atmospheric Sciences Oceanography Geology Earth sciences Atmospheric sciences |
| url | https://doi.org/10.1007/978-3-662-03167-4 |
| work_keys_str_mv | AT storchhansvon analysisofclimatevariabilityapplicationsofstatisticaltechniques AT navarraantonio analysisofclimatevariabilityapplicationsofstatisticaltechniques AT storchhansvon proceedingsofanautumnschoolorganizedbythecommissionoftheeuropeancommunityonelbafromoctober30tonovember61993 AT navarraantonio proceedingsofanautumnschoolorganizedbythecommissionoftheeuropeancommunityonelbafromoctober30tonovember61993 |