Works Published in 2020
Displaying works 221 - 227 of 227 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2020 journal article
A multivariate spatial skew-t process for joint modeling of extreme precipitation indexes
ENVIRONMETRICS, 31(3).
author keywords: climate change; extremal dependence; extremal trend analysis; extreme precipitation indexes; multivariate spatial skew-t process; separable covariance
arxiv.org (repository)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science; OpenAlex)
Source: Web Of Science
Added: November 18, 2019
2020 journal article
Towards an improved understanding of greenhouse gas emissions and fluxes in tropical peatlands of Southeast Asia
Sustainable Cities and Society.
author keywords: Peatsoil; Water management system; Greenhouse gases; Emission fluxes; Global climate change
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
15. Life on Land
(Web of Science)
Source: ORCID
Added: November 12, 2019
2020 journal article
Fine-Scale Spatiotemporal Air Pollution Analysis Using Mobile Monitors on Google Street View Vehicles
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(531), 1111–1124.
author keywords: Google Street View Air Quality Data; Kriging; Mobile sensors; Spatiotemporal models; Vecchia approximation
TL;DR:
A computationally efficient spatiotemporal model is developed for publicly available, fine-scale, high-quality air pollution measurements acquired using mobile monitors to provide real-time air pollution maps and short-term air quality forecasts on a fine-resolution spatial scale.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
11. Sustainable Cities and Communities
(Web of Science; OpenAlex)
Source: Web Of Science
Added: October 28, 2019
2020 journal article
Using social media images to assess ecosystem services in a remote protected area in the Argentinean Andes
AMBIO, 49(6), 1146–1160.
author keywords: Aconcagua Provincial Park; Content analysis; Cultural ecosystem services; Flickr; Social media
MeSH headings : Argentina; Asia; Australia; Conservation of Natural Resources; Ecosystem; Europe; Social Media; South America
TL;DR:
The content of images posted to Flickr by people visiting a national park that contains the highest mountain in the southern hemisphere, Mt. Aconcagua, is analysed to highlight similarities and differences in people’s views of the diversity of locations, but also the benefits and limitations of user-generated social media content when assessing environmental and management issues.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
15. Life on Land
(Web of Science; OpenAlex)
Source: Web Of Science
Added: October 28, 2019
2020 journal article
Bayesian Nonparametric Policy Search With Application to Periodontal Recall Intervals
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(531), 1066–1078.
author keywords: Dirichlet process prior; Dynamic treatment regimes; Observational data; Periodontal disease; Practice-based setting; Precision medicine; Sequential optimization
TL;DR:
Simulation experiments and application to a rich database of electronic dental records from the HealthPartners HMO shows that the proposed method leads to better dental health without increasing the average recommended recall time relative to competing methods.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: October 28, 2019
2020 journal article
Hyperlocal sustainabilities: theorizing action research for sustainability in the digital age
Sustainability Science, 15(1), 315–331.
author keywords: Community-based participatory research; Digital society; Environmental justice; Internet; Social justice; Social media
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
Source: ORCID
Added: September 23, 2019
2020 journal article
MIMIX: A Bayesian Mixed-Effects Model for Microbiome Data From Designed Experiments
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(530), 599–609.
author keywords: Continuous shrinkage prior; Factor analysis; Microbiome; Mixed model; Nutrient Network; OTU abundance data
TL;DR:
A novel Bayesian mixed-effects model that exploits cross-taxa correlations within the microbiome, a model the authors call microbiome mixed model (MIMIX), tailored to large microbiome experiments using a combination of Bayesian factor analysis to efficiently represent dependence between taxa and Bayesian variable selection methods to achieve sparsity.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: July 22, 2019
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