Updated: April 19th, 2023 08:12

2022 journal article

A Bayesian Approach for Data-Driven Dynamic Equation Discovery

*Journal of Agricultural, Biological and Environmental Statistics*, *8*.

author keywords: Dynamic discovery uncertainty quantification; Nonlinear dynamic equation; Ordinary differential equation; Probabilistic system discovery; Statistical differential equations

Sources: Crossref, ORCID

Added: October 18, 2022

2022 journal article

Impact of biopower generation on eastern US forests

*Environment, Development and Sustainability*, *3*.

author keywords: Biopower; Woody biomass; Renewable energy; Forest inventory; Electric power sector

Sources: Crossref, ORCID

Added: October 15, 2022

2021 journal article

Distributed lag models to identify the cumulative effects of training and recovery in athletes using multivariate ordinal wellness data

*Journal of Quantitative Analysis in Sports*, *17*(3), 241–254.

author keywords: Bayesian hierarchical model; latent factor models; MCMC; memory; probit regression

Sources: Crossref, ORCID

Added: October 15, 2022

2021 journal article

Long‐term spatial modelling for characteristics of extreme heat events

*Journal of the Royal Statistical Society: Series A (Statistics in Society)*, *184*(3), 1070–1092.

author keywords: daily maximum temperatures; hierarchical model; Markov chain Monte Carlo; seasonality; thresholds; two-state process

Sources: Crossref, ORCID

Added: October 15, 2022

2021 journal article

Seasonal temperature–moisture interactions limit seedling establishment at upper treeline in the Southern Rockies

*Ecosphere*, *12*(6).

author keywords: climate change; Engelmann spruce; hotter drought; Rocky Mountain bristlecone pine; Sangre de Cristo; seedling establishment; southern Rocky Mountains; timberline; treeline; treeline dynamics

Sources: Crossref, ORCID

Added: October 15, 2022

2021 journal article

Spatio-temporal analysis of the extent of an extreme heat event

*Stochastic Environmental Research and Risk Assessment*, *36*(9), 2737–2751.

author keywords: Bayesian inference; Block average; Monte Carlo integration; Spatial autoregression; Stochastic integral

Sources: Crossref, ORCID

Added: October 15, 2022

2020 journal article

Data fusion model for speciated nitrogen to identify environmental drivers and improve estimation of nitrogen in lakes

*The Annals of Applied Statistics*, *14*(4).

author keywords: Bayesian hierarchical model; detection limits; LAGOS; multivariate; Markov chain Monte Carlo

Sources: Crossref, ORCID

Added: October 15, 2022

2020 journal article

Ecological prediction at macroscales using big data: Does sampling design matter?

*Ecological Applications*, *30*(6).

author keywords: data-intensive ecology; ecological context; extrapolation; interpolation; lakes; macroscale; monitoring; prediction; sampling; sampling design

Sources: Crossref, ORCID

Added: October 18, 2022

2020 journal article

Improved understanding and prediction of freshwater fish communities through the use of joint species distribution models

*Canadian Journal of Fisheries and Aquatic Sciences*, *77*(9), 1540–1551.

Sources: Crossref, ORCID

Added: October 18, 2022

2020 journal article

On the spatial and temporal shift in the archetypal seasonal temperature cycle as driven by annual and semi‐annual harmonics

*Environmetrics*, *32*(6).

author keywords: dynamic system modeling; North American temperature cycle; predictive process; spatial synchrony; spatiotemporal statistics

Sources: Crossref, ORCID

Added: October 18, 2022

2019 journal article

Comparison of total nitrogen data from direct and Kjeldahl‐based approaches in integrated data sets

*Limnology and Oceanography: Methods*, *17*(12), 639–649.

Sources: Crossref, ORCID

Added: October 18, 2022

2019 journal article

Identifying and characterizing extrapolation in multivariate response data

*PLOS ONE*, *14*(12), e0225715.

Ed(s): B. Daniels

Sources: Crossref, ORCID

Added: October 18, 2022

2019 journal article

Increasing accuracy of lake nutrient predictions in thousands of lakes by leveraging water clarity data

*Limnology and Oceanography Letters*, *5*(2), 228–235.

Sources: Crossref, ORCID

Added: October 18, 2022

2019 journal article

Is body appreciation a mechanism of depression and anxiety? An investigation of the 3-Dimensional Body Appreciation Mapping (3D-BAM) intervention

*Mental Health & Prevention*, *14*, 200158.

Sources: Crossref, ORCID

Added: October 15, 2022

2019 journal article

Velocities for spatio-temporal point patterns

*Spatial Statistics*, *29*, 204–225.

author keywords: Crime data; Directional derivative processes; Intensity surface; Log Gaussian Cox process; Markov chain Monte Carlo; Nearest neighbor Gaussian process

Sources: Crossref, ORCID

Added: October 18, 2022

2018 journal article

Assessing the joint behaviour of species traits as filtered by environment

*Methods in Ecology and Evolution*, *9*(3), 716–727.

Ed(s): P. Peres‐Neto

author keywords: community-weighting; fourth-corner problem; functional biogeography; latent variables; Markov chain Monte Carlo; plant functional traits; predictive distributions

Sources: Crossref, ORCID

Added: October 15, 2022

2018 journal article

Asymmetric biotic interactions and abiotic niche differences revealed by a dynamic joint species distribution model

*Ecology*, *99*(5), 1018–1023.

author keywords: Adelges tsugae; Fiorinia externa; invasive species; spatiotemporal species distribution model; species interactions; Tsuga canadensis

Sources: Crossref, ORCID

Added: October 15, 2022

2018 book

Bayesian Inference and Computing for Spatial Point Patterns

In *NSF-CBMS Regional Conference Series in Probability and Statistics*.

Sources: Crossref, ORCID

Added: October 18, 2022

2018 journal article

Combining nutrient, productivity, and landscape‐based regressions improves predictions of lake nutrients and provides insight into nutrient coupling at macroscales

*Limnology and Oceanography*, *63*(6), 2372–2383.

Sources: Crossref, ORCID

Added: October 18, 2022

2018 journal article

Comments on: Process modeling for slope and aspect with application to elevation data maps

*TEST*, *27*(4), 778–782.

author keywords: Gradient processes; Dimension reduction; Nearest neighbor Gaussian processes; Spatial confounding

Sources: Crossref, ORCID

Added: October 18, 2022

2018 report

Disturbance and Vegetation Dynamics in Earth System Models: Workshop Report

Sources: Crossref, ORCID

Added: October 15, 2022

2018 journal article

Joint Temporal Point Pattern Models for Proximate Species Occurrence in a Fixed Area Using Camera Trap Data

*Journal of Agricultural, Biological and Environmental Statistics*, *23*(3), 334–357.

author keywords: Circular time; Fourier series representation; Hierarchical model; Linear time; Multivariate log-Gaussian Cox process; Nonhomogeneous Poisson process

Sources: Crossref, ORCID, Web Of Science

Added: October 19, 2018

2018 journal article

Joint species distribution modelling for spatio‐temporal occurrence and ordinal abundance data

*Global Ecology and Biogeography*, *27*(1), 142–155.

Sources: Crossref, ORCID

Added: October 15, 2022

2017 journal article

Alternating Gaussian process modulated renewal processes for modeling threshold exceedances and durations

*Stochastic Environmental Research and Risk Assessment*, *32*(2), 401–417.

author keywords: Cumulative risk; Hazard; Log Gaussian process; Markov chain Monte Carlo; Nearest neighbor Gaussian process; Representative points; Stochastic integration

Sources: Crossref, ORCID

Added: October 18, 2022

2017 journal article

Biomass prediction using a density-dependent diameter distribution model

*The Annals of Applied Statistics*, *11*(1).

Sources: Crossref, ORCID

Added: October 18, 2022

2017 journal article

Joint Species Distribution Modeling: Dimension Reduction Using Dirichlet Processes

*Bayesian Analysis*, *12*(4).

author keywords: abundance; hierarchical model; latent variables; Markov chain Monte Carlo; presence-absence

Sources: Crossref, ORCID

Added: October 18, 2022

2016 journal article

Spatial statistics and Gaussian processes: A beautiful marriage

*Spatial Statistics*, *18*, 86–104.

author keywords: Data fusion; Directional data; Hierarchical model; Multivariate processes; Spatial Dirichlet processes; Spatial gradients

Sources: Crossref, ORCID

Added: October 18, 2022

2015 journal article

A data fusion approach for spatial analysis of speciated PM_{2.5}across time

*Environmetrics*, *26*(8), 515–525.

author keywords: downscaling; latent process; Markov chain Monte Carlo; multi-level model; tobit (truncated) Gaussian process

Sources: Crossref, ORCID

Added: October 15, 2022

2015 journal article

Autoregressive spatially varying coefficients model for predicting daily PM<sub>2.5</sub> using VIIRS satellite AOT

*Advances in Statistical Climatology, Meteorology and Oceanography*, *1*(1), 59–74.

Sources: Crossref, ORCID

Added: October 15, 2022

2015 journal article

Data augmentation and parameter expansion for independent or spatially correlated ordinal data

*Computational Statistics & Data Analysis*, *90*, 1–14.

author keywords: Data augmentation; Parameter expansion; Ordinal data; Probit model; Spatial correlation

Sources: Crossref, ORCID

Added: October 18, 2022

2015 journal article

Modeling change in forest biomass across the eastern US

*Environmental and Ecological Statistics*, *23*(1), 23–41.

author keywords: Allometric equations; Bayesian hierarchical model; Cumulative uncertainty; Forest biomass

Sources: Crossref, ORCID

Added: October 18, 2022

2015 journal article

Restricted spatial regression in practice: geostatistical models, confounding, and robustness under model misspecification

*Environmetrics*, *26*(4), 243–254.

author keywords: generalized linear mixed model; spatial confounding; random effects; restricted regression

Sources: Crossref, ORCID

Added: October 18, 2022

2015 journal article

Stochastic Modeling for Velocity of Climate Change

*Journal of Agricultural, Biological, and Environmental Statistics*, *20*(3), 323–342.

author keywords: Climate velocity; Directional derivatives; Gaussian spatial processes

Sources: Crossref, ORCID

Added: October 18, 2022

2014 journal article

Modeling individual tree growth by fusing diameter tape and increment core data

*Environmetrics*, *25*(8), 610–620.

author keywords: continuous rank probability score; data fusion; Gaussian process; hierarchical Bayesian model; latent process; Markov chain Monte Carlo

Sources: Crossref, ORCID

Added: October 18, 2022

2013 journal article

Multilevel Latent Gaussian Process Model for Mixed Discrete and Continuous Multivariate Response Data

*Journal of Agricultural, Biological, and Environmental Statistics*, *18*(4), 492–513.

author keywords: Mixed response data; Latent variable; Wetland condition; Bayesian

Sources: Crossref, ORCID

Added: October 18, 2022

2013 journal article

The Distribution of European Corn Borer (Lepidoptera: Crambidae) Moths in Pivot-Irrigated Corn

*Journal of Economic Entomology*, *106*(5), 2084–2092.

author keywords: Ostrinia nubilalis; spatial; pheromone; predictive model; distribution

Sources: Crossref, ORCID

Added: October 15, 2022

2010 journal article

A comparison study of extreme precipitation from six different regional climate models via spatial hierarchical modeling

*Extremes*, *13*(2), 219–239.

author keywords: Generalized extreme value distribution; Climate change impacts; Intrinsic autoregressive model; NARCCAP; Reanalysis-driven simulations

Sources: Crossref, ORCID

Added: October 15, 2022