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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
- 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>
- 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:
- 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>
- Soil data (calcium and magnesium contents) (geoR:
data(camg)
,data(ca20)
)
- Description: Calcium and magnesium contents in soil samples at the 0-20cm and 20-40 soil layers
- 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
- Initial design data
- Description: Locations in the initial design of a hypothetical monitoring network with 50 sites.
- Source: Soren Lophaven (personal communication)
- Initial design data
- 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.
- locations retained in the final design
- Borders and islands given in 12 files below or all zipped together: