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Diggle & Ribeiro Jr (2007) Model Based Geostatistics
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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:
- [1972, book]
- Davis, J. C. (1972). Statistics and Data Analysis in Geology (Second ed.). New York: Wiley.
- 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:
- [1999, article]
- Thomson, M. C., Connor, S. J., D'Alessandro, U., Rowlingson, B. S., Diggle, P. J., Cresswell, M., & Greenwood, B. M. (1999). Predicting malaria infection in {G}ambian children from satellite data and bednet use surveys: the importance of spatial correlation in the interpretation of results. American Journal of Tropical Medicine and Hygiene, 61, 2-8.
- 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:
- [1997, inproceedings]
- et. al. Capeche, C. L. (1997). Caracterização pedológica da fazenda Angra - PESAGRO/RIO - Estação experimental de Campos (RJ). Paper presented at the Informação, globalização, uso do solo, Rio de Janeiro.
- 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.
- Swiss rainfall data (geoR:
data(SIC)
)- Description: Data from SIC-1997 (Spatial Interpolation Comparison). See here for detailed description.
- Source: AI-Geostats
- Loa Loa data
- Description: Loa loa prevalence data from 197 village surveys
- Source:
- [2007, article]
- DIGGLE, P. J., THOMSON, M. C., CHRISTENSEN, O. F., ROWLINGSON, B., OBSOMER, V., & GARDON, J., et al. (2007). Spatial modelling and prediction of Loa loa risk: decision making under uncertainty. Annals of Tropical Medicine and Parasitology, (to appear).
- File description: columns are:
- longitude (degrees)
- latitude (degrees)
- number of people tested
- number of positives
- elevation (metres)
- maximum NDVI during 1999-2001 (index with range 0 to 1)
- standard deviation of NDVI during 1999-2001
- Note: max and std dev are calculated from repeated satellite passes over the three years.
- 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.
- Borders and islands given in 12 files below or all files zipped together.