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Machine learning-ba...
Machine learning-based country-level annual air pollutants exploration using Sentinel-5P and Google Earth Engine
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- Halder, Bijay (författare)
- Department of Remote Sensing and GIS, Vidyasagar University, Midnapore, 721102, India; New Era and Development in Civil Engineering Research Group, Scientific Research Center, Al-Ayen University, Nasiriyah, Thi-Qar, 64001, Iraq
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- Ahmadianfar, Iman (författare)
- Department of Civil Engineering, Behbahan Khatam Alanbia University of Technology, Behbahan, Iran
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- Heddam, Salim (författare)
- Agronomy Department, Faculty of Science, University, 20 Août 1955 Skikda, Route El Hadaik, BP 26, Skikda, Algeria
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- Mussa, Zainab Haider (författare)
- College of Pharmacy, University of Al-Ameed, Karbala, Iraq
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- Goliatt, Leonardo (författare)
- Computational Modeling Program, Federal University of Juiz de Fora, Juiz de Fora, MG, Brazil
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- Tan, Mou Leong (författare)
- GeoInformatic Unit, Geography Section, School of Humanities, Universiti Sains Malaysia, 11800, Penang, Malaysia; School of Geographical Sciences, Nanjing Normal University, Nanjing, 210023, China
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- Sa’adi, Zulfaqar (författare)
- Centre for Environmental Sustainability and Water Security, Research Institute for Sustainable Environment, Universiti Teknologi Malaysia (UTM), 81310, Sekudai, Johor, Malaysia
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- Al-Khafaji, Zainab (författare)
- Department of Building and Construction Technologies Engineering, AL-Mustaqbal University College, Hillah, 51001, Iraq
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- Al-Ansari, Nadhir, 1947- (författare)
- Luleå tekniska universitet,Geoteknologi
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- Jawad, Ali H. (författare)
- Faculty of Applied Sciences, Universiti Teknologi MARA, 40450, Shah Alam, Selangor, Malaysia
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- Yaseen, Zaher Mundher (författare)
- Civil and Environmental Engineering Department, King Fahd University of Petroleum and Minerals, Dhahran, 31261, Saudi Arabia; Interdisciplinary Research Center for Membranes and Water Security, King Fahd University of Petroleum and Minerals (KFUPM), Dhahran, Saudi Arabia
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(creator_code:org_t)
- Springer Nature, 2023
- 2023
- Engelska.
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Ingår i: Scientific Reports. - : Springer Nature. - 2045-2322. ; 13
- Relaterad länk:
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https://doi.org/10.1...
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https://ltu.diva-por... (primary) (Raw object)
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- Climatic condition is triggering human health emergencies and earth’s surface changes. Anthropogenic activities, such as built-up expansion, transportation development, industrial works, and some extreme phases, are the main reason for climate change and global warming. Air pollutants are increased gradually due to anthropogenic activities and triggering the earth’s health. Nitrogen Dioxide (NO2), Carbon Monoxide (CO), and Aerosol Optical Depth (AOD) are truthfully important for air quality measurement because those air pollutants are more harmful to the environment and human’s health. Earth observational Sentinel-5P is applied for monitoring the air pollutant and chemical conditions in the atmosphere from 2018 to 2021. The cloud computing-based Google Earth Engine (GEE) platform is applied for monitoring those air pollutants and chemical components in the atmosphere. The NO2 variation indicates high during the time because of the anthropogenic activities. Carbon Monoxide (CO) is also located high between two 1-month different maps. The 2020 and 2021 results indicate AQI change is high where 2018 and 2019 indicates low AQI throughout the year. The Kolkata have seven AQI monitoring station where high nitrogen dioxide recorded 102 (2018), 48 (2019), 26 (2020) and 98 (2021), where Delhi AQI stations recorded 99 (2018), 49 (2019), 37 (2020), and 107 (2021). Delhi, Kolkata, Mumbai, Pune, and Chennai recorded huge fluctuations of air pollutants during the study periods, where ~ 50–60% NO2 was recorded as high in the recent time. The AOD was noticed high in Uttar Pradesh in 2020. These results indicate that air pollutant investigation is much necessary for future planning and management otherwise; our planet earth is mostly affected by the anthropogenic and climatic conditions where maybe life does not exist.
Ämnesord
- NATURVETENSKAP -- Geovetenskap och miljövetenskap -- Miljövetenskap (hsv//swe)
- NATURAL SCIENCES -- Earth and Related Environmental Sciences -- Environmental Sciences (hsv//eng)
Nyckelord
- Geoteknik
- Soil Mechanics
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- art (ämneskategori)
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Halder, Bijay
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Ahmadianfar, Ima ...
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Heddam, Salim
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Mussa, Zainab Ha ...
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Goliatt, Leonard ...
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Tan, Mou Leong
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visa fler...
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Sa’adi, Zulfaqar
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Al-Khafaji, Zain ...
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Al-Ansari, Nadhi ...
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Jawad, Ali H.
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Yaseen, Zaher Mu ...
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