Machine learning in weather prediction and climate analyses—applications and perspectives

B Bochenek, Z Ustrnul - Atmosphere, 2022 - mdpi.com
In this paper, we performed an analysis of the 500 most relevant scientific articles published
since 2018, concerning machine learning methods in the field of climate and numerical …

[HTML][HTML] Associations between long-term PM2. 5 and ozone exposure and mortality in the Canadian Census Health and Environment Cohort (CANCHEC), by spatial …

S Cakmak, C Hebbern, L Pinault, E Lavigne… - Environment …, 2018 - Elsevier
Studies suggest that long-term chronic exposure to fine particulate matter air pollution can
increase lung cancer mortality. We analyzed the association between long term PM 2.5 and …

Bioclimatic zoning for building performance using tailored clustering method and high-resolution climate data

F Bre, L Mazzaferro, AP Melo, R Lamberts - Energy and Buildings, 2024 - Elsevier
Building environments are specific and complex bioclimatic systems. Thus, well-suited
climate classification methods for buildings are essentially needed to develop building …

Day-of-week and seasonal patterns of PM2. 5 concentrations over the United States: Time-series analyses using the Prophet procedure

N Zhao, Y Liu, JK Vanos, G Cao - Atmospheric environment, 2018 - Elsevier
Fluctuations of ambient fine particulate matter (PM 2.5) concentrations show clear yearly and
weekly patterns, which has been revealed by previous studies. However, reliability of those …

Increasing trees and high-albedo surfaces decreases heat impacts and mortality in Los Angeles, CA

LS Kalkstein, DP Eisenman, EB de Guzman… - International journal of …, 2022 - Springer
There is a pressing need for strategies to prevent the heat-health impacts of climate change.
Cooling urban areas through adding trees and vegetation and increasing solar reflectance …

[HTML][HTML] Projection of extreme heat-and cold-related mortality in Sweden based on the spatial synoptic classification

O Fonseca-Rodríguez, RE Adams, SC Sheridan… - Environmental …, 2023 - Elsevier
Background Climate change is projected to result in increased heat events and decreased
cold events. This will substantially impact human health, particularly when compounded with …

Where are weather-suicide associations valid? An examination of nine US counties with varying seasonality

PG Dixon, AJ Kalkstein - International journal of biometeorology, 2018 - Springer
There has been much research on the associations between weather variables and suicide
rates. However, the state of understanding has remained rather stagnant due to many …

Effects of synoptic weather on ground-level PM2. 5 concentrations in the United States

Y Liu, N Zhao, JK Vanos, G Cao - Atmospheric Environment, 2017 - Elsevier
It is known that individual meteorological factors affect the concentrations of fine particulate
matter with aerodynamic diameters≤ 2.5 μm (PM 2.5), yet the specific meteorological effects …

Synoptic weather and surface ozone concentration in South Korea

HC Kim, D Lee, F Ngan, BU Kim, S Kim, C Bae… - Atmospheric …, 2021 - Elsevier
Abstract Seventeen years (2001–2017) of surface observations and spatial synoptic
classification (SSC) data are used to analyze the characteristics of surface ozone …

The relationship between birch pollen, air pollution and weather types and their effect on antihistamine purchase in two Swedish cities

M Grundström, Å Dahl, T Ou, D Chen, H Pleijel - Aerobiologia, 2017 - Springer
Exposure to elevated air pollution levels can aggravate pollen allergy symptoms. The aim of
this study was to investigate the relationships between airborne birch (Betula) pollen, urban …