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Spatio-temporal prediction of the COVID-19 pandemic in US counties : modeling with a deep LSTM neural network
Title
Spatio-temporal prediction of the COVID-19 pandemic in US counties : modeling with a deep LSTM neural network
Author
Thill, Jean-Claude, Nikparvar, Behnam, Rahman, Md. Mokhlesur, Hatami, Faizeh
Date Created
2021
Subjects--Topical
Epidemiology, COVID-19 (Disease)
Description
Prediction of complex epidemiological systems such as COVID-19 is challenging on many grounds. Commonly used compartmental models struggle to handle an epidemiological process that evolves rapidly and is spatially heterogeneous. On the other hand,...
The relative effects of forest amount, forest configuration, and urban matrix quality on forest breeding birds
Title
The relative effects of forest amount, forest configuration, and urban matrix quality on forest breeding birds
Author
Shoffner, Alexandra V., Wilson, Andrew M., Tang, Wenwu, Gagne, Sara A.
Subjects--Topical
Urbanization, Forest birds
Description
Urbanization modifies landscape structure in three major ways that impact avian diversity in remnant habitat: habitat amount is reduced and habitat configuration and matrix quality are altered. The relative effects of these three components of lan...