SinoXiv
13
results found
Background: Timely detection of localised COVID-19 surges is essential for targeting limited health resources, yet most routine surveillance algorithms ignore spatial dependence and many Bayesian spat...
Bayesian outbreak detection
Hamiltonian Monte Carlo; spatio-temporal modelling
COVID-19
South Africa
hidden Markov model
disease surveillance
Background Heparin-binding protein (HBP) is an inflammatory protein released by activated polymorphonuclear white cells. It has been suggested as a predictor of sepsis progression and organ dysfunctio...
Heparin-binding protein
endothelin-1
COVID-19
invasive mechanical ventilation
intensive care unit
mortality
The COVID-19 pandemic exposed the structural fragility of agricultural systems in southern Iran by disrupting production, marketing, access to inputs, and essential services. This study aimed to analy...
Adaptive Capacity
Smallholder Farmers
COVID-19 Pandemic
Adaptation Strategies
Agricultural Resilience
Future Shocks
