Roth, Michael (author), Frixen, Miryam (author), Tobisch, Carlos (author), and Scholle, Thomas (author)
Format:
Proceedings
Publication Date:
2016
Location:
Agricultural Communications Documentation Center, Funk Library, University of Illinois Document Number: D08818
Notes:
Pages 283-298 in Rob Roggema (ed.), Agriculture in an urbanizing society volume one: proceedings of the sixth AESOP conference on sustainable food planning. United Kingdom: Cambridge Scholars Publishing. 549 pages.
Lawson, Laura (author), Drake, Luke (author), and Fitzgerald, Nurgul (author)
Format:
Book chapter
Publication Date:
2016
Location:
Agricultural Communications Documentation Center, Funk Library, University of Illinois Document Number: D08843
Notes:
Pages 141-158 in Dawson, Julie C. and Morales, Alfonso (eds.), Cities of farmers: urban agricultural practices and processes. United States: University of Iowa Press, Iowa City. 333 pages.
14 pages., via online journal., This research aims to identify and communicate water-related vulnerabilities in transport infrastructure, specifically flood risk of road/rail-stream intersections, based on watershed characteristics. This was done using flooding in Värmland and Västra Götaland, Sweden in August 2014 as case studies on which risk models are built. Three different statistical modelling approaches were considered: a partial least square regression, a binomial logistic regression, and artificial neural networks. Using the results of the different modelling approaches together in an ensemble makes it possible to cross-validate their results. To help visualize this and provide a tool for communication with stakeholders (e.g., the Swedish Transport Administration - Trafikverket), a flood ‘thermometer’ indicating the level of flooding risk at a given point was developed. This tool improved stakeholder interaction and helped highlight the need for better data collection in order to increase the accuracy and generalizability of modelling approaches.
