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Diggle & Ribeiro Jr (2007) Model Based Geostatistics

Diggle & Ribeiro Jr (2007) Model Based Geostatistics

Book data-sets

Data-sets mentioned in the book are available here in text format.
Most of the data is also distributed with the geoR and geoRglm packages for the R project. Note:

  • (geoR) indicates the data set is available with the geoR package
  • (geoRglm) indicates the data set is available with the geoRglm package
  • data() is the command to upload the data from the packages
  1. Surface elevation data (geoR: data(elevation))
    • Description: Surface elevation data taken at 52 locations.
    • Source:<bibtex>

@Book{davis:1973,

author = 	 {Davis, J. C.},
title = 	 {Statistics and Data Analysis in Geology},
publisher = 	 {Wiley},
year = 	 {1972},
address = 	 {New York},
edition = 	 {Second},

} </bibtex>

  1. Rongelap data (geoRglm: data(rongelap))
  • Description: The radionuclide concentration data set consists of measurements of gamma-ray counts taken at time intervals at 157 locations throughout the Rongelap Island.
  • Source:
  1. The Gambia malaria data (geoR: data(gambia))
  • Description: Malaria prevalence in children and covariates recorded at villages in The Gambia, Africa.
  • Source:<bibtex>

@Article{thomson+etal:1999,

author = 	 {Thomson, M. C. and Connor, S. J. and D'Alessandro, U. and Rowlingson, B. S. and Diggle, P. J. and Cresswell, M. and Greenwood, B. M.},
title = 	 {Predicting malaria infection in {G}ambian children from satellite data and bednet use surveys: the importance of spatial correlation in the interpretation of results},
journal = 	 {American Journal of Tropical Medicine and Hygiene},
year = 	 {1999},
OPTkey = 	 {},
volume = 	 {61},
OPTnumber = 	 {},
pages = 	 {2--8},
OPTmonth = 	 {},
OPTnote = 	 {},
OPTannote = 	 {}

}</bibtex>

  1. Soil data (calcium and magnesium contents) (geoR: data(camg), data(ca20))
  • Description:
  • Source: <bibtex>

@InProceedings{capeche+macedo+manzatto+silva:1997, author = {Capeche, C. L. et. al.},

title =        {Caracterização pedológica da
                fazenda Angra - PESAGRO/RIO - Estação 
                experimental de Campos (RJ)},
booktitle =    {Informação, globalização, uso do solo},
year =         {1997},
volume =       {26},
address =      {Rio de Janeiro},
organization = {Congresso Brasileiro de Ciência do Solo},
publisher =    {Embrapa/SBCS}}</bibtex>
  * {{pessoais:paulojus:mbgbook:datasets:camg.txt|dataset}}
  * {{pessoais:paulojus:mbgbook:datasets:camgborder.txt|border of the study area}}
  * {{pessoais:paulojus:mbgbook:datasets:camgreg1.txt|border of sub-area 1}}
  * {{pessoais:paulojus:mbgbook:datasets:camgreg2.txt|border of sub-area 2}}
  * {{pessoais:paulojus:mbgbook:datasets:camgreg3.txt|border of sub-area 3}}
- **Paraná rainfall data** (geoR: ''data(parana)'')
  * **Description:** Average rainfall for the period May-June (dry-season) over different years collected at 143 recording stations throughout Parana State, Brasil.
  * **Source:** Recording stations at Parana State, Brasil from the institutions: COPEL, IAPAR,DNAEE, SUREHMA  and INEMET.
  * {{pessoais:paulojus:mbgbook:datasets:parana.txt|Paraná Rainfall data}}
  * {{pessoais:paulojus:mbgbook:datasets:parana-borders.txt|Borders of Paraná State}}
- **Swiss rainfall data** (geoR: ''data(SIC)'')
  * **Description:** Data from SIC-1997 (Spatial Interpolation Comparison). See [[http://www.ai-geostats.org/fileadmin/Documents/SIC97/SIC97_description_01.pdf|here]] for detailed description.
  * **Source:** [[http://www.ai-geostats.org|AI-Geostats]]
  * {{pessoais:paulojus:mbgbook:datasets:sic467.txt|all data}}
  * {{pessoais:paulojus:mbgbook:datasets:sic100.txt|the 100 data-set}}
  * {{pessoais:paulojus:mbgbook:datasets:sic367.txt|the 367 data-set}}
  * {{pessoais:paulojus:mbgbook:datasets:sic-borders.txt|Swiss borders}}
- **Loa Loa data** 
  * **Description:**
  * **Source:** <bibtex>

@Article{thomson+etal:2004,

author =  {Thomson, M. C. and Obsomer, V. and Kamgno, J. and
          Gardon, J. and Wanji, S. and Takougang, I. and
          Enyong, P. and Remme, J. H. and Molyneux, D. H.
          and Boussinesq, M.},
title =   {Mapping the distribution of {\it {L}oa loa} in Cameroon 
          in support of the African Programme for Onchocerciasis Control},
journal = {Filaria Journal},
year =    {2004},
volume =  {3},
pages = {7},

}</bibtex>

  • Loa Loa data
  1. Initial design data
  • Description: Locations in the initial design of a hypothetical monitoring network with 50 sites.
  • Source: <bibtex>

@Article{diggle+lophaven:2006,

author = 	 {Diggle, P. J. and Lophaven, S.},
title = 	 {Bayesian geostatistical design},
journal = 	 {Scandinavian Journal of Statistics},
year = 	 {2006},
volume =       {33},
pages =        {55--64}

} </bibtex>

  1. Kateggat basin data
  • Description: Salinity data in the Kattegat basin
  • Source: National Environmental Research Institute, Århus University, Denmark and the Swedish Meteorological and Hydrological Institute.

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