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Machine learning in weather prediction and climate analyses—applications and perspectives
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 …
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 …
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 …
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
Building environments are specific and complex bioclimatic systems. Thus, well-suited
climate classification methods for buildings are essentially needed to develop building …
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
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 …
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
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 …
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
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 …
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
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 …
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
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 …
matter with aerodynamic diameters≤ 2.5 μm (PM 2.5), yet the specific meteorological effects …
Synoptic weather and surface ozone concentration in South Korea
Abstract Seventeen years (2001–2017) of surface observations and spatial synoptic
classification (SSC) data are used to analyze the characteristics of surface ozone …
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
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 …
this study was to investigate the relationships between airborne birch (Betula) pollen, urban …