FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3126630374> ?p ?o ?g. }

• W3126630374 endingPage "106392" @default.
• W3126630374 startingPage "106392" @default.
• W3126630374 abstract "Despite their extremely small size, fine-mode aerosols have significant impacts on the environment, climate, and human health. However, current understandings of global changes in fine-mode aerosols are limited. In this study, we employed newly developed satellite retrieval data and an attentive interpretable deep learning model to explore the status, changes, and association factors of the global fine-mode aerosol optical depth (fAOD) and aerosol fine-mode fraction (FMF) from 2008 to 2017. At the global scale, the results show a significant increasing trend in land FMF (2.34 × 10−3/year); however, the FMF over the ocean and the fAOD over land and ocean did not reveal significant trends. Between 2008 and 2017, high levels of both fAOD (>0.30) and FMF (>0.75) were identified over China, southeastern Asia, India, and Africa. Seasonally, global land FMF showed high values in summer (>0.70) and low values in spring (<0.65), while land fAOD was high in summer (>0.15) but low in winter (<0.13). Importantly, Australia and Mexico experienced significant increasing trends in FMF during all four seasons. At the regional scale, a significant decline in fAOD was identified in China, which indicates that government emission controls and reductions have been effective in recent decades. The deep learning model was used to interpret the result and showed that O3 was significantly associated with changes in both the FMF and fAOD. This finding suggests the importance of synergizing the regulations for both O3 and fine particles. Our work comprehensively examined global spatial and seasonal fAOD and FMF changes and provides a holistic understanding of global anthropogenic impacts." @default.
• W3126630374 created "2021-02-15" @default.
• W3126630374 creator A5020517877 @default.
• W3126630374 creator A5031875164 @default.
• W3126630374 creator A5042468246 @default.
• W3126630374 creator A5072576421 @default.
• W3126630374 date "2021-04-01" @default.
• W3126630374 modified "2023-09-30" @default.
• W3126630374 title "Understanding global changes in fine-mode aerosols during 2008–2017 using statistical methods and deep learning approach" @default.
• W3126630374 cites W1515487057 @default.
• W3126630374 cites W1541015198 @default.
• W3126630374 cites W1662414056 @default.
• W3126630374 cites W1971293707 @default.
• W3126630374 cites W1972245569 @default.
• W3126630374 cites W1973122051 @default.
• W3126630374 cites W1973159294 @default.
• W3126630374 cites W1979268012 @default.
• W3126630374 cites W1980374691 @default.
• W3126630374 cites W1990151882 @default.
• W3126630374 cites W1996771350 @default.
• W3126630374 cites W1999989774 @default.
• W3126630374 cites W2006237729 @default.
• W3126630374 cites W2013703069 @default.
• W3126630374 cites W2018764772 @default.
• W3126630374 cites W2019388055 @default.
• W3126630374 cites W2021394581 @default.
• W3126630374 cites W2045252193 @default.
• W3126630374 cites W2050188726 @default.
• W3126630374 cites W2066236820 @default.
• W3126630374 cites W2068241548 @default.
• W3126630374 cites W2071162082 @default.
• W3126630374 cites W2073367573 @default.
• W3126630374 cites W2073904902 @default.
• W3126630374 cites W2074185313 @default.
• W3126630374 cites W2078078291 @default.
• W3126630374 cites W2080383752 @default.
• W3126630374 cites W2089041361 @default.
• W3126630374 cites W2090828178 @default.
• W3126630374 cites W2103977502 @default.
• W3126630374 cites W2112079828 @default.
• W3126630374 cites W2113042821 @default.
• W3126630374 cites W2117922368 @default.
• W3126630374 cites W2119912711 @default.
• W3126630374 cites W2122060777 @default.
• W3126630374 cites W2137531346 @default.
• W3126630374 cites W2142212311 @default.
• W3126630374 cites W2147876975 @default.
• W3126630374 cites W2150613477 @default.
• W3126630374 cites W2151992962 @default.
• W3126630374 cites W2164231461 @default.
• W3126630374 cites W2167672969 @default.
• W3126630374 cites W2171894589 @default.
• W3126630374 cites W2308893654 @default.
• W3126630374 cites W2337530110 @default.
• W3126630374 cites W2344584010 @default.
• W3126630374 cites W2412588858 @default.
• W3126630374 cites W2434774580 @default.
• W3126630374 cites W2471999494 @default.
• W3126630374 cites W2495299058 @default.
• W3126630374 cites W2508173478 @default.
• W3126630374 cites W2537132227 @default.
• W3126630374 cites W2543820470 @default.
• W3126630374 cites W2546518786 @default.
• W3126630374 cites W2571271128 @default.
• W3126630374 cites W2588737089 @default.
• W3126630374 cites W2791078200 @default.
• W3126630374 cites W2791594333 @default.
• W3126630374 cites W2792184287 @default.
• W3126630374 cites W2796580503 @default.
• W3126630374 cites W2810649172 @default.
• W3126630374 cites W2852451225 @default.
• W3126630374 cites W2894981261 @default.
• W3126630374 cites W2896758841 @default.
• W3126630374 cites W2898962279 @default.
• W3126630374 cites W2899437249 @default.
• W3126630374 cites W2906848991 @default.
• W3126630374 cites W2907144350 @default.
• W3126630374 cites W2907872038 @default.
• W3126630374 cites W2908510209 @default.
• W3126630374 cites W2910745942 @default.
• W3126630374 cites W2911789466 @default.
• W3126630374 cites W2912109379 @default.
• W3126630374 cites W2913873397 @default.
• W3126630374 cites W2916737387 @default.
• W3126630374 cites W2918269608 @default.
• W3126630374 cites W2919115771 @default.
• W3126630374 cites W2922186415 @default.
• W3126630374 cites W2970481843 @default.
• W3126630374 cites W2981698314 @default.
• W3126630374 cites W2999683027 @default.
• W3126630374 cites W3008439211 @default.
• W3126630374 cites W3022221512 @default.
• W3126630374 cites W3025217760 @default.
• W3126630374 cites W3025949386 @default.
• W3126630374 cites W3037847824 @default.
• W3126630374 cites W3047733100 @default.
• W3126630374 cites W3086892812 @default.
• W3126630374 cites W3120669297 @default.

• next