Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.13091/2961
Title: Seasonal drought analysis of Aksehir Lake with temporal combined sentinel data between 2017 and 2021 spring and autumn
Authors: Makineci, Hasan Bilgehan
Keywords: Aksehir Lake
Drought analysis
NDWI
Sentinel-1A
Sentinel-2A
SPI
Difference Water Index
Ndwi
Issue Date: 2022
Publisher: Springer
Abstract: The threat of drought has been felt almost worldwide in recent years. It is critical to determine the causes of drought and how seasonal changes affect it. Additionally, it is necessary to determine the speed and impact area of drought, monitor drought areas, and attempt to find solutions against drought. With the developing satellite sensing systems, remote sensing methods are being used to investigate topics such as the increase and extent of drought, uncontrolled water consumption in agricultural activities, and the effects of unnatural pollutants on freshwater resources such as lakes and rivers. Using Synthetic Aperture Radar (SAR) satellite data to monitor changes in water bodies is a relatively new area of study in remote sensing. The spatial extent and seasonal change (spring and autumn) of droughts between 2017 and 2021 in Aksehir Lake were determined from Sentinel-1A SAR satellite data, and the Normalized Differential Water Index (NDWI) was calculated using Sentinel-2A optical satellite data and Standardized Precipitation Index (SPI) in this research. In addition, a different approach was applied to determine the change of wetland boundaries more accurately by converting the linear Sigma0 band to the decibel (dB) band and applying a non-linear 3 x 3 maximum filter to the dB band to Sentinel-1A data. Consequently, it has been established that Aksehir Lake, which used to have wetlands during the spring seasons but began to dry up in the autumn seasons, had completely dried up in both periods in 2021.
URI: https://doi.org/10.1007/s10661-022-10207-4
https://hdl.handle.net/20.500.13091/2961
ISSN: 0167-6369
1573-2959
Appears in Collections:Mühendislik ve Doğa Bilimleri Fakültesi Koleksiyonu
PubMed İndeksli Yayınlar Koleksiyonu / PubMed Indexed Publications Collections
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collections
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collections

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