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3.05
11 July, 2019

Applying spatial regression to evaluate risk factors for microbiological contamination of urban groundwater sources in Juba, South Sudan

Hydrogeology Journal 25(4) pp. 1077-1091, doi: 10.1007/s10040-016-1504-x Abstract This study developed methodology for statistically assessing groundwater contamination mechanisms. It focused on microbiahumanitarian aid organisation Médecins Sans Frontières in 2010. The factors included hydrogeological settings, land use and socio-economic characteristics. The results showed that the residuals of a conventional probit regression model had a significant positive spatial autocorrelation (Moran’s I =3.05, I-stat = 9.28); therefore, a spatial model was developed that had better goodness-of-fit to the observations. The mostsignificant factor in this model (p-value 0.005) was the distance from a water source to the nearest Tukul area, an area with informal settlements that lack sanitation services. It is thus recommended that future remediation and monitoring efforts in the city be concentrated in such low-income regions. The spatial model differed from the conventional approach: in contrast with the latter case, lowland topography was not significant at the 5% level, as the p-value was 0.074 in the spatial model and 0.040 in the traditional model. This study showed that statistical risk-factor assessments of groundwater contamination need to consider spatial interactions when the water sources are located close to each other. Future studies might further investigate the cut-off distance that reflects spatial autocorrelation. Particularly, these results advise research on urban groundwater quality.

Type of publication: Journal articles | Engström, Emma , U. Mörtberg, A. Karlström, M. Mangold
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10 January, 2025

Changes in Immigrant Population Prevalence and High Violent Crime Rates in Swedish Municipalities

Journal of International Migration and Integration Abstract Global evidence indicates minimal connection between immigration and crime. Nordic research, however, has  been generally carried out on indiv

Type of publication: Journal articles | Sarnecki, Jerzy , Sofia Wikman, Lars Westfelt, My Lilja, Emy Bäcklin Beckley, Amber , Sofia Wikman, Lars Westfelt, My Lilja, Emy Bäcklin Mondani, Hernan , Sofia Wikman, Lars Westfelt, My Lilja, Emy Bäcklin Rostami, Amir , Sofia Wikman, Lars Westfelt, My Lilja, Emy Bäcklin
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09 February, 2015

Christian Munthe: The Price of Precaution

Christian Munthe, Professor of Practical Philosophy, University of Gothenburg and comments by Olle Häggström, Professor of Mathematical Statistics at Chalmers. "The Price of Precaution: Evaluating Acti

Christian Munthe, Professor of Practical Philosophy, University of Gothenburg.
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