Search Results - "Bakar, K. Shuvo"

Spatio-temporal quantitative links between climatic extremes and population flows: a case study in the Murray-Darling Basin, Australia by Bakar, K. Shuvo, Jin, Huidong

“…A growing body of research shows that extreme climatic events, e.g. heatwave, rainstorms and droughts, are becoming more frequent and intensified across…”
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A Bayesian spatial categorical model for prediction to overlapping geographical areas in sample surveys by Shuvo Bakar, K., Biddle, Nicholas, Kokic, Philip, Jin, Huidong

“…Summary Motivated by the Australian National University poll, we consider a situation where survey data have been collected from respondents for several…”
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Emerging spectra characterization of catastrophic instabilities in complex systems by Chakraborti, Anirban, Sharma, Kiran, Pharasi, Hirdesh K, Bakar, K Shuvo, Das, Sourish, Seligman, Thomas H

“…Random matrix theory has been widely applied in physics, and even beyond physics. Here, we apply such tools to study catastrophic events, which occur rarely…”
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Applying Bayesian Models to Reduce Computational Requirements of Wildfire Sensitivity Analyses by KC, Ujjwal, Aryal, Jagannath, Bakar, K. Shuvo, Hilton, James, Buyya, Rajkumar

“…Scenario analysis and improved decision-making for wildfires often require a large number of simulations to be run on state-of-the-art modeling systems, which…”
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Applying causal inference and Bayesian statistics to understanding vaccine safety signals using a simulation study by Tay, Evelyn, Dymock, Michael, Lopez, Laura, Glover, Catherine, Huang, Yuanfei Anny, Bakar, K. Shuvo, Snelling, Thomas, Marsh, Julie A., Wu, Yue

“…Community perception of vaccine safety influences vaccine uptake. Our objective was to assess current vaccine safety monitoring by examining factors that may…”
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Social deprivation and spatial clustering of childhood asthma in Australia by Khan, Jahidur Rahman, Lingam, Raghu, Owens, Louisa, Chen, Katherine, Shanthikumar, Shivanthan, Oo, Steve, Schultz, Andre, Widger, John, Bakar, K Shuvo, Jaffe, Adam, Homaira, Nusrat

“…Asthma is the most common chronic respiratory illness among children in Australia. While childhood asthma prevalence varies by region, little is known about…”
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Conflict Events Worldwide Since 1468BC: Introducing the Historical Conflict Event Dataset by Miller, Charles, Bakar, K. Shuvo

“…Quantitative datasets of international conflict skew temporally to modern times and geographically and culturally to the West. Yet post–1815 conflicts…”
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Improving early-season wheat yield forecasts driven by probabilistic seasonal climate forecasts by Jin, Huidong, Li, Ming, Hopwood, Garry, Hochman, Zvi, Bakar, K Shuvo

“…•Rules to attribute APSIM's yield forecast skill to seasonal climate forecasts (SCF).•Use ECPP and Schaake shuffle to downscale four climate variables suitable…”
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Accuracy of Mothers’ Perception of Birth Size to Predict Birth Weight Data in Bangladesh by Khan, Jahidur Rahman, Bakar, K. Shuvo, Awan, Nabil, Muurlink, Olav, Homaira, Nusrat

“…Objectives The prevalence of low birth weight (LBW) is an important indicator of child health and wellbeing. However, in many countries, decisions regarding…”
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Interpolation of daily rainfall data using censored Bayesian spatially varying model by Bakar, K. Shuvo

“…This paper illustrates a Bayesian spatially varying space-time model to analyse daily precipitation in the Murray Darling Basin (MDB) of Australia. The model…”
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Quantification of Urbanization Using Night-Time Light Intensity in Relation to Women’s Overnutrition in Bangladesh by Khan, Jahidur Rahman, Islam, Md Mazharul, Faisal, Abu Saleh Mosa, Islam, Humayera, Bakar, K Shuvo

“…Urbanization is accelerating in developing countries, which are simultaneously experiencing a rise in the prevalence of overnutrition (i.e., overweight and…”
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Targeting at risk households in Bangladesh exposed to arsenic contamination: a spatial analysis by Khan, Jahidur Rahman, Bakar, K. Shuvo

“…This study seeks to identify the spatial risk pattern of households (HHs) exposed to arsenic contamination in Bangladesh by adjusting potential socio-economic,…”
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An efficient geostatistical analysis tool for on-farm experiments targeted at localised treatment by Jin, Huidong, Shuvo Bakar, K., Henderson, Brent L., Bramley, Robert G.V., Gobbett, David L.

“…On farm experimentation (OFE) has been a long-standing method for farmers to assess alternative management at scales relevant to their farming practices…”
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Areal prediction of survey data using Bayesian spatial generalised linear models by Bakar, K. Shuvo, Jin, Huidong

“…The conditional autoregressive approach is popular to analyse data with geocoded boundary. However, spatial prediction is often challenging when observed data…”
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Spatial risk distribution and determinants of E. coli contamination in household drinking water: a case study of Bangladesh by Khan, Jahidur Rahman, Bakar, K. Shuvo

“…The Escherichia coli (E. coli) contamination in the household (HH) drinking water is often a public health concern. Very few studies explore the associated…”
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A spatiodynamic model for assessing frost risk in south-eastern Australia by Bakar, K. Shuvo, Kokic, Philip, Jin, Huidong

“…Previous climate research concluded that causal influences which have contributed to changes in frost risk in south-eastern Australia include greenhouse gas…”
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Unveiling the link between rainfall, temperature, and childhood undernutrition in Bangladesh using spatial analysis by Khan, Jahidur Rahman, Bakar, K Shuvo, Hossain, Mohammad Sorowar

“…Abstract Child undernutrition is still a major public health concern in Bangladesh in spite of significant decline in the last few years. Climate change may…”
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An algorithm to identify the appropriate size of a neighbourhood when analysing spatially distributed field experiments by local cokriging by Bakar, K. Shuvo, Jin, Huidong, Henderson, Brent, Bramley, Robert G.V., Gobbett, David L., Ratcliff, Christina E.M.

“…•High-dimensional multivariate spatial/geostatistical data modelling in precision agriculture.•Localised farm management decisions using production…”
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Hierarchical spatially varying coefficient and temporal dynamic process models using spTDyn by Bakar, K. Shuvo, Kokic, Philip, Jin, Huidong

“…Bayesian hierarchical spatio-temporal models are becoming increasingly important due to the increasing availability of space-time data in various domains. In…”
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Potential future scenarios for Australia's native biodiversity given on-going increases in human population by Pepper, D.A., Lada, Hania, Thomson, James R., Bakar, K. Shuvo, Lake, P.S., Mac Nally, Ralph

“…Most natural assets, including native biodiversity (our focus), are under increasing threat from direct (loss of habitat, hunting) and indirect (climate…”
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