000 | 04373nam a22005417a 4500 | ||
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001 | sulb-eb0022819 | ||
003 | BD-SySUS | ||
005 | 20160413122320.0 | ||
007 | cr nn 008mamaa | ||
008 | 130622s2013 xxu| s |||| 0|eng d | ||
020 |
_a9781461476184 _9978-1-4614-7618-4 |
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024 | 7 |
_a10.1007/978-1-4614-7618-4 _2doi |
|
050 | 4 | _aQA276-280 | |
072 | 7 |
_aPBT _2bicssc |
|
072 | 7 |
_aMBNS _2bicssc |
|
072 | 7 |
_aMED090000 _2bisacsh |
|
082 | 0 | 4 |
_a519.5 _223 |
100 | 1 |
_aBivand, Roger S. _eauthor. |
|
245 | 1 | 0 |
_aApplied Spatial Data Analysis with R _h[electronic resource] / _cby Roger S. Bivand, Edzer Pebesma, Virgilio Gómez-Rubio. |
250 | _a2nd ed. 2013. | ||
264 | 1 |
_aNew York, NY : _bSpringer New York : _bImprint: Springer, _c2013. |
|
300 |
_aXVIII, 405 p. 121 illus., 89 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
||
347 |
_atext file _bPDF _2rda |
||
490 | 1 |
_aUse R! ; _v10 |
|
505 | 0 | _aPreface 2nd edition -- Preface 1st edition -- Hello World: Introducing Spatial Data -- Classes for Spatial Data in R -- Visualising Spatial Data -- Spatial Data Import and Export -- Further Methods for Handling Spatial Data -- Classes for spatio-temporal Data -- Spatial Point Pattern Analysis -- Interpolation and Geostatistics -- Modelling Areal Data -- Disease Mapping . | |
520 | _aApplied Spatial Data Analysis with R, Second Edition, is divided into two basic parts, the first presenting R packages, functions, classes and methods for handling spatial data. This part is of interest to users who need to access and visualise spatial data. Data import and export for many file formats for spatial data are covered in detail, as is the interface between R and the open source GRASS GIS and the handling of spatio-temporal data. The second part showcases more specialised kinds of spatial data analysis, including spatial point pattern analysis, interpolation and geostatistics, areal data analysis and disease mapping. The coverage of methods of spatial data analysis ranges from standard techniques to new developments, and the examples used are largely taken from the spatial statistics literature. All the examples can be run using R contributed packages available from the CRAN website, with code and additional data sets from the book's own website. Compared to the first edition, the second edition covers the more systematic approach towards handling spatial data in R, as well as a number of important and widely used CRAN packages that have appeared since the first edition. This book will be of interest to researchers who intend to use R to handle, visualise, and analyse spatial data. It will also be of interest to spatial data analysts who do not use R, but who are interested in practical aspects of implementing software for spatial data analysis. It is a suitable companion book for introductory spatial statistics courses and for applied methods courses in a wide range of subjects using spatial data, including human and physical geography, geographical information science and geoinformatics, the environmental sciences, ecology, public health and disease control, economics, public administration and political science. The book has a website where complete code examples, data sets, and other support material may be found: http://www.asdar-book.org. The authors have taken part in writing and maintaining software for spatial data handling and analysis with R in concert since 2003. | ||
650 | 0 | _aStatistics. | |
650 | 0 | _aGeography. | |
650 | 1 | 4 | _aStatistics. |
650 | 2 | 4 | _aStatistics for Life Sciences, Medicine, Health Sciences. |
650 | 2 | 4 | _aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. |
650 | 2 | 4 | _aStatistics, general. |
650 | 2 | 4 | _aEnvironmental Monitoring/Analysis. |
650 | 2 | 4 | _aGeography, general. |
700 | 1 |
_aPebesma, Edzer. _eauthor. |
|
700 | 1 |
_aGómez-Rubio, Virgilio. _eauthor. |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer eBooks | |
776 | 0 | 8 |
_iPrinted edition: _z9781461476177 |
830 | 0 |
_aUse R! ; _v10 |
|
856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-1-4614-7618-4 |
912 | _aZDB-2-SMA | ||
942 |
_2Dewey Decimal Classification _ceBooks |
||
999 |
_c44911 _d44911 |