Local PM2.5 Hotspot Detector at 300 m Resolution: A Random Forest–Convolutional Neural Network Joint Model Jointly Trained on Satellite Images and Meteorology [PDF]
, 2021 Tongshu Zheng +3 more
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Neural Network Models for Solar Irradiance Forecasting in Polluted Areas: A Comparative Study
Energy Science &Engineering, EarlyView.Pollution‐aware hybrid ensemble model is proposed to forecast solar irradiance across eight diverse cities. The model integrates MLP, RNN, and NARX to handle varying atmospheric pollution levels. The model outperforms state‐of‐the‐art methods with enhanced accuracy and interpretability on standard solar irradiance data set.
Mujtaba Ali +6 more
wiley +1 more source
Impact of land-cover layout on particulate matter 2.5 in urban areas of China
International Journal of Digital Earth, 2020 Urbanization in China is closely connected with ambient particulate matter 2.5 (PM2.5). However, the potential for altering PM2.5 through the urban landscape characteristics is uncertain. In this study, we analyzed the urban PM2.5 pollution situation for
Jiayi Li, Xin Huang
doaj +1 more source
Emissions from village cookstoves in Haryana, India, and their potential impacts on air quality [PDF]
, 2018 Air quality in rural India is impacted by residential cooking and heating with biomass fuels. In this study, emissions of CO, CO2, and 76 volatile organic compounds (VOCs) and fine particulate matter (PM2.5) were quantified to better understand the ...
Arora, NK +9 more
core
Satellite-Based Mapping of High-Resolution Ground-Level PM2.5 with VIIRS IP AOD in China through Spatially Neural Network Weighted Regression [PDF]
, 2021 Yijun Chen +5 more
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Food Frontiers, EarlyView.Auricularia auricula polysaccharides (AAP; 100, 200, and 400 mg/kg) protect against acute lung injury (ALI) by dose‐dependently remodeling the gut microbiota and modulating associated metabolic pathways via the gut‐lung axis, thereby enhancing pulmonary anti‐inflammatory and antioxidant capacity to ultimately prevent tissue damage.
Haili Niu +8 more
wiley +1 more source
Algal Blooms in Lakes Increase After Wildfire Smoke Events in the Contiguous United States
Global Change Biology Communications, EarlyView.Temporary pulses of surface chlorophyll‐a are identified following wildfire smoke events in lakes and reservoirs across the United States. ABSTRACT Area burned by wildfire has increased in the contiguous United States and in many places globally in recent years, impacting communities and ecosystems nearby and even far downwind of fires. We examined the
Nicole E. Olson +10 more
wiley +1 more source
Identification and characterization of circular RNA in the model of autism spectrum disorder from PM2.5 exposure [PDF]
, 2023 Xiaoqian Xie +8 more
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Trends in Rheumatoid Arthritis Mortality Among Postmenopausal Women in the United States, 1999–2023
iMetaMed, EarlyView.RA‐related mortality among U.S. postmenopausal women has markedly declined since 1999. Despite this overall progress, significant inequalities by race, region, and age highlight ongoing challenges in achieving equitable health outcomes. ABSTRACT Rheumatoid arthritis (RA) disproportionately affects postmenopausal women, who are at an increased risk of ...
Yuhui Zhao +4 more
wiley +1 more source
Annals of Geophysics, 2003 Since 1970, the General Physics Department of «Università degli Studi di Torino» has carried out a project research, on inorganic solid particulate matter. The special issue of Annals of Geophysics, published for Professor Giorgio Fiocco?s 70th birthday, gives us the possibility to make some important remarks on this topic, focusing on PM2.5.
CASAZZA M, PIANO A
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