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Investigating Hydroclimatic Variables Trends on the Natural Lakes of Western Greece Using Earth Observation Data

Expected global climate change is allegedly becoming more intense, and the impacts on water resources are being tracked in various hydroclimatic regimes. The present research investigates a hydrologically important area of Greece, where four natural lakes are concentrated. It aims to quantify any po...

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Autores principales: Gourgouletis, Nikolaos, Baltas, Evangelos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965578/
https://www.ncbi.nlm.nih.gov/pubmed/36850653
http://dx.doi.org/10.3390/s23042056
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author Gourgouletis, Nikolaos
Baltas, Evangelos
author_facet Gourgouletis, Nikolaos
Baltas, Evangelos
author_sort Gourgouletis, Nikolaos
collection PubMed
description Expected global climate change is allegedly becoming more intense, and the impacts on water resources are being tracked in various hydroclimatic regimes. The present research investigates a hydrologically important area of Greece, where four natural lakes are concentrated. It aims to quantify any potential long-term trends in lake water area, precipitation, and temperature timeseries. Water area timeseries spanning four decades are estimated by the mNDWI from Landsat satellite imagery and used as an index of each lake’s water storage. Precipitation and temperature measurements are obtained from the open access datasets Hydroscope and ERA5-Land, respectively. All of the timeseries were tested seasonally and annually with the Pettitt and Mann–Kendal tests for statistically significant breakpoints and trends detection. No timeseries analysis resulted in a statistically significant (at 0.05 or 0.1 levels) annual or seasonal trend. The hydroclimatic regime over the past forty years in western Greece is found to have been relatively stable. Land use was also assessed to have been relatively unchanging, converging to the overall stability of the local water regime. However, the findings of this research should not be interpreted as a reassurance against climate change, but as a call to further research for the detailed regional and local assessment of climate change and hydroclimatic variability with acknowledged statistical approaches.
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spelling pubmed-99655782023-02-26 Investigating Hydroclimatic Variables Trends on the Natural Lakes of Western Greece Using Earth Observation Data Gourgouletis, Nikolaos Baltas, Evangelos Sensors (Basel) Article Expected global climate change is allegedly becoming more intense, and the impacts on water resources are being tracked in various hydroclimatic regimes. The present research investigates a hydrologically important area of Greece, where four natural lakes are concentrated. It aims to quantify any potential long-term trends in lake water area, precipitation, and temperature timeseries. Water area timeseries spanning four decades are estimated by the mNDWI from Landsat satellite imagery and used as an index of each lake’s water storage. Precipitation and temperature measurements are obtained from the open access datasets Hydroscope and ERA5-Land, respectively. All of the timeseries were tested seasonally and annually with the Pettitt and Mann–Kendal tests for statistically significant breakpoints and trends detection. No timeseries analysis resulted in a statistically significant (at 0.05 or 0.1 levels) annual or seasonal trend. The hydroclimatic regime over the past forty years in western Greece is found to have been relatively stable. Land use was also assessed to have been relatively unchanging, converging to the overall stability of the local water regime. However, the findings of this research should not be interpreted as a reassurance against climate change, but as a call to further research for the detailed regional and local assessment of climate change and hydroclimatic variability with acknowledged statistical approaches. MDPI 2023-02-11 /pmc/articles/PMC9965578/ /pubmed/36850653 http://dx.doi.org/10.3390/s23042056 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gourgouletis, Nikolaos
Baltas, Evangelos
Investigating Hydroclimatic Variables Trends on the Natural Lakes of Western Greece Using Earth Observation Data
title Investigating Hydroclimatic Variables Trends on the Natural Lakes of Western Greece Using Earth Observation Data
title_full Investigating Hydroclimatic Variables Trends on the Natural Lakes of Western Greece Using Earth Observation Data
title_fullStr Investigating Hydroclimatic Variables Trends on the Natural Lakes of Western Greece Using Earth Observation Data
title_full_unstemmed Investigating Hydroclimatic Variables Trends on the Natural Lakes of Western Greece Using Earth Observation Data
title_short Investigating Hydroclimatic Variables Trends on the Natural Lakes of Western Greece Using Earth Observation Data
title_sort investigating hydroclimatic variables trends on the natural lakes of western greece using earth observation data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965578/
https://www.ncbi.nlm.nih.gov/pubmed/36850653
http://dx.doi.org/10.3390/s23042056
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