| Zacarias and Majlender 2011 [28] | Mozambique | Rainfall, temperature, humidity, | Thematic map; Bayesian hierarchical models |
| Zayeri et al. 2011 [18] | Iran | Temperature, humidity, altitude, rainfall | Empirical Bayesian smoothing; Bayesian random effects model |
| Ashton et al. 2011 [19] | Ethiopia | Distance to water bodies, EVI, LST | Thematic map; Bayesian spatial multivariate models; Kulldorff’s spatial scan |
| Manh et al. 2011 [31] | Vietnam | Temperature, rainfall, forest cover | Thematic map; Bayesian zero-inflated Poisson regression |
| Zacarias and Andersson 2011 [29] | Mozambique | Temperature, relative humidity | Bayesian kriging; Bayesian model with random effects and space-time interactions |
| Haque et al. 2011 [20] | Bangladesh | Forest cover, altitude, household density | Thematic map; Semivariogram |
| Achcar et al. 2011 [32] | Brazil | Deforestation | Thematic map; Bayesian spatiotemporal Poisson model |
| Giardina et al. 2012 [26] | Senegal | LST, NDVI, region (urban/rural) | Thematic map; Bayesian kriging; Bayesian Zero-inflated binomial geostatistical model |
| Magalhães et al. 2012 [21] | Angola | Distance to health care, distance to river | Thematic map; Semivariogram; Bayesian geostatistical model |
| Gosoniu et al. 2012 [22] | Tanzania | Region (urban/rural) | Thematic map; Bayesian hierarchical geostatistical model; Bayesian kriging |
| Townes et al. 2013 [23] | Malawi | Land cover | Thematic map; Getis-Ord Gi* |
| Ehlkes et al. 2014 [24] | Ghana | Land use/land cover | Thematic map; Geographically weighted regression; Kernel |
| Alegana et al. 2014 [33] | Afghanistan | Temperature suitability index | Thematic map; Bayesian hierarchical spatio-temporal model |
| Kumar et al. 2014 [34] | India | Temperature, rainfall, altitude, density population | Thematic map; Getis-Ord Gi* |
| Chirombo et al. 2014 [30] | Malawi | Region (rural/urban), altitude | Thematic map; Bayesian structured additive logistic regression model |