activity
20092026
most citedA comparison of statistical and machine learning methods for creating national daily maps of ambient PM concentration

99 citations · 165 across the 7 of their papers we have counts for

collaborators

10 papers

physics.ao-ph2026

Similar evapotranspiration responses mask contrasting modes of water access during drought in California

Yan Zhang, Veronica J. Berrocal, Joshua B. Fisher +3

Atmospheric warming raises evaporative demand, but actual evapotranspiration (ETa) may track demand or decouple under water limitation. Here, we quantified demand-tracking ability…

stat.AP2025

Bayesian Source Apportionment of Spatio-temporal air pollution data

Michela Frigeri, Veronica Berrocal, Alessandra Guglielmi

Understanding the sources that contribute to fine particulate matter (PM) is of crucial importance for designing and implementing targeted air pollution mitigation strategi…

stat.ME2024★ 1 cited

ULV: A robust statistical method for clustered data, with applications to multisubject, single-cell omics data

Mingyu Du, Kevin Johnston, Veronica Berrocal +3

Molecular and genomic technological advancements have greatly enhanced our understanding of biological processes by allowing us to quantify key biological variables such as gene ex…

stat.AP2021

Accounting for survey design in Bayesian disaggregation of survey-based areal estimates of proportions: an application to the American Community Survey

Marco H. Benedetti, Veronica J. Berrocal, Roderick J. Little

Understanding the effects of social determinants of health on health outcomes requires data on characteristics of the neighborhoods in which subjects live. However, estimates of th…

stat.ME2021

Identifying regions of inhomogeneities in spatial processes via an M-RA and mixture priors

Marco H. Benedetti, Veronica J. Berrocal, Naveen N. Narisetty

Soils have been heralded as a hidden resource that can be leveraged to mitigate and address some of the major global environmental challenges. Specifically, the organic carbon stor…

stat.AP2020

How Close and How Much? Linking Health Outcomes to Built Environment Spatial Distributions

Adam Peterson, Veronica Berrocal, Emma Sanchez-Vaznaugh +1

Built environment features (BEFs) refer to aspects of the human constructed environment, which may in turn support or restrict health related behaviors and thus impact health. In t…