A Comparative Study of Deep Learning Models on Tropospheric Ozone Forecasting Using Feature Engineering Approach

Autor: Reza Rezaei, Behzad Naderalvojoud, Gülen Güllü

Publikováno v: Atmosphere, Vol 14, Iss 2, p 239 (2023)

This paper investigates the effect of the architectural design of deep learning models in combination with a feature engineering approach considering the temporal variation in the features in the case of tropospheric ozone forecasting. Although deep

Externí odkaz: https://doaj.org/article/c5af5ec57261479da6a3fcdc1d5169cd

A 9-YearThee-Dimensional Dust Climatology of the Eastern Mediterranean Basin via CALIPSO-Derived Product

Autor: S. Yeşer Aslanoğlu, Emmanouil Proestakis, Antonis Gkikas, Gülen Güllü, Vassilis Amiridis

The Eastern Mediterranean Basin is an intricate transition region between Eurasia and the Middle East along with Alpine-Himalayan orogenic belt. It is almost amidst the dusty belt and a unique hot spot of climate change in the grand picture. As it in

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::4638eaf49777819a0b228c94c5b9b4f1
https://doi.org/10.5194/egusphere-egu23-278

Desert Dust Climatology of Turkey

Autor: S. Yeşer Aslanoğlu, Emmanouil Proestakis, Antonis Gkikas, Gülen Güllü, Vassilis Amiridis

Turkey is located in the heart of complex transition geography between Eurasia and the Middle East. In the grand scheme, the so-called Eastern Mediterranean Basin is almost amidst the dusty belt and a hot spot of climate change. The downstream locati

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e0306e978aace9dbb41d648166302900

Mortality and morbidity costs of road traffic-based air pollution in Turkey

Autor: Nazan Özyürek, Ahmet Burçin Yereli, Canan Esin Köksal, Gülen Güllü, Metin Baykara, Fatma Öztürk, Ağça Gül Yılmaz, Anna Kiziltan, Merih Aydinalp Koksal, Alper Unal, S. Yeser Aslanoglu, Shihomi Ara Aksoy, İrde Çetintürk Gürtepe, Ulas Im, Nilhan Duran, Mustafa Kiziltan, Ş. Elçin Tekeli, Mehmet Emin Birpınar, Pervin Doğan

Publikováno v: Ara Aksoy, S, Kiziltan, A, Kiziltan, M, Aydınalp Köksal, M, Öztürk, F, Tekeli, E, Aslanoğlu, S Y, Im, U, Duran, N, Ünal, A, Baykara, M, Özyürek, N, Doğan, P, Yılmaz, A G, Köksal, C E, Çetintürk Gürtepe, İ, Yereli, A B, Birpınar, M E & Güllü, G 2021, ' Mortality and morbidity costs of road traffic-based air pollution in Turkey ', Journal of Transport & Health, vol. 22, 101142 . https://doi.org/10.1016/j.jth.2021.101142

Government policies on renewing vehicle fleet by introducing newer, cleaner vehicles and removing old, polluting vehicles have significant impacts on air pollution. In this study, the estimated emissions of air pollutants that influence human health

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::853c7b783226a5e832019df327df172c
https://pure.au.dk/portal/da/publications/mortality-and-morbidity-costs-of-road-trafficbased-air-pollution-in-turkey(d92ac167-f90e-49a4-8309-3e88c3828fe8).html

Long term characterization of the vehicle stock in Turkey

Autor: Nazan Özyürek, İrde Çetintürk Gürtepe, Pervin Doğan, Ağça Gül Yılmaz, Anna Kiziltan, Mustafa Kiziltan, Shihomi Ara Aksoy, Fatma Öztürk, Mehmet Emin Birpınar, Merih Aydinalp Koksal, Nilhan Duran, S. Yeser Aslanoglu, Ş. Elçin Tekeli, Ahmet Burçin Yereli, Canan Esin Köksal, Gülen Güllü

Publikováno v: Transportation Research Part D: Transport and Environment. 99:102988

Projections of vehicle profiles play an essential role in developing government policies for emissions reductions in the automotive sector. Determining the trends of key parameters related to tailpipe emissions is critical for analyzing the adverse e

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::89b073af99d9c4e3f63862ad980c4d62
https://doi.org/10.1016/j.trd.2021.102988