Ronny Berndtsson

Research interests

Publications

• Urban Flood-Risk Assessment: Integration of Decision-Making and Machine Learning

  Sustainability · 2022 · https://doi.org/10.3390/su14084483

• Application of Advanced Machine Learning Algorithms to Assess Groundwater Potential Using Remote Sensing-Derived Data

  Remote Sensing · 2020 · https://doi.org/10.3390/rs12172742

• Application of extreme gradient boosting and parallel random forest algorithms for assessing groundwater spring potential using DEM-derived factors

  Journal of Hydrology · 2020 · https://doi.org/10.1016/j.jhydrol.2020.125197

• Drivers of changing urban flood risk: A framework for action

  Journal of Environmental Management · 2019 · https://doi.org/10.1016/j.jenvman.2019.03.094

• Inverse method using boosted regression tree and k-nearest neighbor to quantify effects of point and non-point source nitrate pollution in groundwater

  Journal of Cleaner Production · 2019 · https://doi.org/10.1016/j.jclepro.2019.04.293

• Temporal characteristics of groundwater chemistry affected by the 2016 Kumamoto earthquake using self-organizing maps

  Journal of Hydrology · 2019 · https://doi.org/10.1016/j.jhydrol.2019.124519

• Temporal trends and sediment–water partitioning of per- and polyfluoroalkyl substances (PFAS) in lake sediment

  Chemosphere · 2019 · https://doi.org/10.1016/j.chemosphere.2019.04.074

• A critical review on the application of the National Sanitation Foundation Water Quality Index

  Environmental Pollution · 2018 · https://doi.org/10.1016/j.envpol.2018.10.076

• Protozoan Parasites in Drinking Water: A System Approach for Improved Water, Sanitation and Hygiene in Developing Countries

  International Journal of Environmental Research and Public Health · 2018 · https://doi.org/10.3390/ijerph15030495

• Re-Thinking Urban Flood Management—Time for a Regime Shift

  Water · 2016 · https://doi.org/10.3390/w8080332

• Hydrological Response to Climate Change for Gilgel Abay River, in the Lake Tana Basin - Upper Blue Nile Basin of Ethiopia

  PLoS ONE · 2013 · https://doi.org/10.1371/journal.pone.0079296

• Assessment of soil salinization risks under irrigation with brackish water in semiarid Tunisia

  Environmental and Experimental Botany · 2012 · https://doi.org/10.1016/j.envexpbot.2012.06.002

• Potential fresh water saving using greywater in toilet flushing in Syria

  Journal of Environmental Management · 2011 · https://doi.org/10.1016/j.jenvman.2011.05.004

• Multi-criteria Decision Analysis (MCDA) for Integrated Water Resources Management (IWRM) in the Lake Poopo Basin, Bolivia

  Water Resources Management · 2010 · https://doi.org/10.1007/s11269-009-9551-x

• Review of the self-organizing map (SOM) approach in water resources: Analysis, modelling and application

  Environmental Modelling & Software · 2007 · https://doi.org/10.1016/j.envsoft.2007.10.001

• Effects of surface characteristics on infiltration patterns in an arid shrub desert

  Hydrological Processes · 2006 · https://doi.org/10.1002/hyp.6185

• Evidence of chaos in the rainfall-runoff process

  Hydrological Sciences Journal · 2001 · https://doi.org/10.1080/02626660109492805

• Multifractal Properties of Daily Rainfall in Two Different Climates

  Water Resources Research · 1996 · https://doi.org/10.1029/96wr01099

• Fractal analysis of high‐resolution rainfall time series

  Journal of Geophysical Research Atmospheres · 1993 · https://doi.org/10.1029/93jd02658

Current projects

No projects listed.