Zobrazeno 1 - 10
of 206
pro vyhledávání: '"Nethery, Rachel C."'
Autor:
Chen, Kevin L., Bargagli-Stoffi, Falco J., Kim, Raphael C., Henneman, Lucas R. F., Nethery, Rachel C.
Pollution from coal-fired power plants has been linked to substantial health and mortality burdens in the US. In recent decades, federal regulatory policies have spurred efforts to curb emissions through various actions, such as the installation of e
Externí odkaz:
http://arxiv.org/abs/2404.13442
Autor:
Peterson, Emily N, Nethery, Rachel C., Chen, Jarvis T., Tabb, Loni P., Coull, Brent A., Piel, Frederic B., Waller, Lance A
Monitoring small-area geographical population trends in opioid mortality has large scale implications to informing preventative resource allocation. A common approach to obtain small area estimates of opioid mortality is to use a standard disease map
Externí odkaz:
http://arxiv.org/abs/2312.13331
Autor:
Considine, Ellen M., Nethery, Rachel C., Wellenius, Gregory A., Dominici, Francesca, Tec, Mauricio
A key strategy in societal adaptation to climate change is the use of alert systems to reduce the adverse health impacts of extreme heat events by prompting preventative action. In this work, we investigate reinforcement learning (RL) as a tool to op
Externí odkaz:
http://arxiv.org/abs/2312.14196
Flooding is one of the most disruptive and costliest climate-related disasters and presents an escalating threat to population health due to climate change and urbanization patterns. Previous studies have investigated the consequences of flood exposu
Externí odkaz:
http://arxiv.org/abs/2309.13142
In this paper, we undertake a case study in which interest lies in estimating a causal exposure-response function (ERF) for long-term exposure to fine particulate matter (PM$_{2.5}$) and respiratory hospitalizations in socioeconomically disadvantaged
Externí odkaz:
http://arxiv.org/abs/2308.00812
Autor:
Vega, Sofia L., Nethery, Rachel C.
Although some pollutants emitted in vehicle exhaust, such as benzene, are known to cause leukemia in adults with high exposure levels, less is known about the relationship between traffic-related air pollution (TRAP) and childhood hematologic cancer.
Externí odkaz:
http://arxiv.org/abs/2307.09546
Emissions generators, such as coal-fired power plants, are key contributors to air pollution and thus environmental policies to reduce their emissions have been proposed. Furthermore, marginalized groups are exposed to disproportionately high levels
Externí odkaz:
http://arxiv.org/abs/2304.12500
Autor:
Li, Yanran, Coull, Brent A., Krieger, Nancy, Peterson, Emily, Waller, Lance A., Chen, Jarvis T., Nethery, Rachel C.
The US Census Bureau will implement a new privacy-preserving disclosure avoidance system (DAS), which includes application of differential privacy, on the public-release 2020 census data. There are concerns that the DAS may bias small-area and demogr
Externí odkaz:
http://arxiv.org/abs/2209.04316
Autor:
Considine, Ellen M., Hao, Jiayuan, deSouza, Priyanka, Braun, Danielle, Reid, Colleen E., Nethery, Rachel C.
Investigating the health impacts of wildfire smoke requires data on people's exposure to fine particulate matter (PM$_{2.5}$) across space and time. In recent years, it has become common to use machine learning models to fill gaps in monitoring data.
Externí odkaz:
http://arxiv.org/abs/2209.01479
Autor:
Considine, Ellen M., Braun, Danielle, Kamareddine, Leila, Nethery, Rachel C., deSouza, Priyanka
Environmental Protection Agency (EPA) air quality (AQ) monitors, the gold standard for measuring air pollutants, are sparsely positioned across the US due to their costliness. Low-cost sensors (LCS) are increasingly being used by the public to fill i
Externí odkaz:
http://arxiv.org/abs/2205.03499