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From data to action in flood forecasting leveraging graph neural networks and digital twin visualization

Author(s): Roudbari NS; Punekar SR; Patterson Z; Eicker U; Poullis C;

Forecasting floods encompasses significant complexity due to the nonlinear nature of hydrological systems, which involve intricate interactions among precipitation, landscapes, river systems, and hydrological networks. Recent efforts in hydrology have aimed at predicting water flow, floods, and quality, yet most methodologies overlook the influence of adj ...

Article GUID: 39127785


FishSegSSL: A Semi-Supervised Semantic Segmentation Framework for Fish-Eye Images

Author(s): Paul S; Patterson Z; Bouguila N;

The application of large field-of-view (FoV) cameras equipped with fish-eye lenses brings notable advantages to various real-world computer vision applications, including autonomous driving. While deep learning has proven successful in conventional computer vision applications using regular perspective images, its potential in fish-eye camera contexts rem ...

Article GUID: 38535151


Who's cooking tonight? A time-use study of coupled adults in Toronto, Canada

Author(s): Liu B; Widener MJ; Smith LG; Farber S; Gesink D; Minaker LM; Patterson Z; Larsen K; Gilliland J;

Understanding how coupled adults arrange food-related labor in relation to their daily time allocation is of great importance because different arrangements may have implications for diet-related health and gender equity. Studies from the time-use perspective argue that daily activities such as w ...

Article GUID: 36339032


Activity space-based measures of the food environment and their relationships to food purchasing behaviours for young urban adults in Canada.

Author(s): Widener MJ, Minaker LM, Reid JL, Patterson Z, Ahmadi TK, Hammond D

Public Health Nutr. 2018 08;21(11):2103-2116 Authors: Widener MJ, Minaker LM, Reid JL, Patterson Z, Ahmadi TK, Hammond D

Article GUID: 29547369


Evaluating the Impact of Neighborhood Characteristics on Differences between Residential and Mobility-Based Exposures to Outdoor Air Pollution.

Author(s): Fallah-Shorshani M, Hatzopoulou M, Ross NA, Patterson Z, Weichenthal S

Environ Sci Technol. 2018 Sep 18;52(18):10777-10786 Authors: Fallah-Shorshani M, Hatzopoulou M, Ross NA, Patterson Z, Weichenthal S

Article GUID: 30119601


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