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Utilizing multi-temporal thermal data to assess environmental land degradation impacts: example from Suez Canal region, Egypt

Land surface temperature (LST) analysis of satellite data is critical for studying the environmental land degradation impacts. However, challenges arise to correlate the LST and field data due to the constant development in land use and land cover (LULC). This study aims to monitor, analyze, assess,...

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Autores principales: Arnous, Mohamed O., Mansour, Basma M. H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9813254/
https://www.ncbi.nlm.nih.gov/pubmed/35931845
http://dx.doi.org/10.1007/s11356-022-22237-z
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author Arnous, Mohamed O.
Mansour, Basma M. H.
author_facet Arnous, Mohamed O.
Mansour, Basma M. H.
author_sort Arnous, Mohamed O.
collection PubMed
description Land surface temperature (LST) analysis of satellite data is critical for studying the environmental land degradation impacts. However, challenges arise to correlate the LST and field data due to the constant development in land use and land cover (LULC). This study aims to monitor, analyze, assess, and map the environmental land degradation impacts utilizing image processing and GIS tools of satellite data and fieldwork. Two thermal and optical sets of Landsat TM + 5 and TIRS + 8 data dated 1984 and 2018 were used to map the thermal and LULC changes in the Suez Canal region (SCR). The LULC classification was categorized into water bodies, urban areas, vegetation, baren areas, wetland, clay, and salt. LULC and LST change detection results revealed that vegetation and urban areas increased in their areas in 34 years. Moreover, 97% of the SCR witnessed LST rise during this period with an average rise rate of 0.352 °C per year. The most effective LULC class changes on LST were the conversions from or to baren areas, where baren areas were converted to 630.5 km(2) vegetation and 104 km(2) urban areas rising the LST to 43.57 °C and 45 °C, respectively. The spectral reflectance (LSR), LST profiles, and statistical analyses examined the association between LST and LULC deriving factors. In combination with field observations, five hotspots were chosen to detect and monitor natural and human land degradation impacts on LST of the SCR environment. Land degradations detected include water pollution, groundwater rising, salinity increase, sand dune migration, and seismic activity.
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spelling pubmed-98132542023-01-06 Utilizing multi-temporal thermal data to assess environmental land degradation impacts: example from Suez Canal region, Egypt Arnous, Mohamed O. Mansour, Basma M. H. Environ Sci Pollut Res Int Research Article Land surface temperature (LST) analysis of satellite data is critical for studying the environmental land degradation impacts. However, challenges arise to correlate the LST and field data due to the constant development in land use and land cover (LULC). This study aims to monitor, analyze, assess, and map the environmental land degradation impacts utilizing image processing and GIS tools of satellite data and fieldwork. Two thermal and optical sets of Landsat TM + 5 and TIRS + 8 data dated 1984 and 2018 were used to map the thermal and LULC changes in the Suez Canal region (SCR). The LULC classification was categorized into water bodies, urban areas, vegetation, baren areas, wetland, clay, and salt. LULC and LST change detection results revealed that vegetation and urban areas increased in their areas in 34 years. Moreover, 97% of the SCR witnessed LST rise during this period with an average rise rate of 0.352 °C per year. The most effective LULC class changes on LST were the conversions from or to baren areas, where baren areas were converted to 630.5 km(2) vegetation and 104 km(2) urban areas rising the LST to 43.57 °C and 45 °C, respectively. The spectral reflectance (LSR), LST profiles, and statistical analyses examined the association between LST and LULC deriving factors. In combination with field observations, five hotspots were chosen to detect and monitor natural and human land degradation impacts on LST of the SCR environment. Land degradations detected include water pollution, groundwater rising, salinity increase, sand dune migration, and seismic activity. Springer Berlin Heidelberg 2022-08-05 2023 /pmc/articles/PMC9813254/ /pubmed/35931845 http://dx.doi.org/10.1007/s11356-022-22237-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Article
Arnous, Mohamed O.
Mansour, Basma M. H.
Utilizing multi-temporal thermal data to assess environmental land degradation impacts: example from Suez Canal region, Egypt
title Utilizing multi-temporal thermal data to assess environmental land degradation impacts: example from Suez Canal region, Egypt
title_full Utilizing multi-temporal thermal data to assess environmental land degradation impacts: example from Suez Canal region, Egypt
title_fullStr Utilizing multi-temporal thermal data to assess environmental land degradation impacts: example from Suez Canal region, Egypt
title_full_unstemmed Utilizing multi-temporal thermal data to assess environmental land degradation impacts: example from Suez Canal region, Egypt
title_short Utilizing multi-temporal thermal data to assess environmental land degradation impacts: example from Suez Canal region, Egypt
title_sort utilizing multi-temporal thermal data to assess environmental land degradation impacts: example from suez canal region, egypt
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9813254/
https://www.ncbi.nlm.nih.gov/pubmed/35931845
http://dx.doi.org/10.1007/s11356-022-22237-z
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