Long-term monitoring of thermal pollution from Baniyas power plant in the Syrian coastal water using Landsat data

被引:3
作者
Khatib, Assem [1 ,3 ]
Al-Araj, Badr [2 ,3 ]
Salhab, Zeina [3 ]
机构
[1] Tishreen Univ, Fac Surveying & Geomat Engn, Latakia, Syria
[2] Tishreen Univ, Fac Sci, Latakia, Syria
[3] Tishreen Univ, High Inst Marine Res, Latakia, Syria
关键词
Mediterranean sea; Baniyas power plant; Thermal pollution; Remote sensing; Sea surface temperature; Single channel algorithm; SURFACE TEMPERATURE; DISCHARGE; IMAGERY; BAY;
D O I
10.1016/j.rsase.2024.101287
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Thermal Discharge from power plants in coastal waters may significantly influence the aquatic marine environment. Today, remotely sensing data is considered one of the primary sources to monitor the thermal pollution of power plants. This research quantitatively assesses the accuracy of retrieved Landsat/TIRS Sea Surface Temperature (SST) and effectively uses archival Landsat data to monitor the thermal pollution from Baniyas Thermal Power Plant (TTP) in the Syrian coastal water for 40 years from 1984 to 2023. The results show a strong linear correlation between Landsat/TIRS retrieved and in-situ measured SST values with an RMS error of 0.84 degrees C, which indicates the high effectiveness of using Landsat data in monitoring thermal pollution. The results also show that the average area affected by thermal pollution was 34 ha, and the thermal pollution level average was 2.9 degrees C. Thermal pollution changes in the entire period were analyzed according to three phases: formation and growth (1984 - 1992), stability (1993 - 2011), and decline (2012 - 2023). The annual thematic maps of thermal pollution show that the thermal pollution levels gradually decreased from the Baniyas TPP outlet towards open water and did not exceed a distance of 2 km offshore. The operational capacity of Baniyas TPP exhibited an influence on both thermal pollution levels and areas. The thermal pollution spatial pattern was consistent with the surface currents on the eastern coast of the Mediterranean Sea. The methodology produced in this research could be used effectively to monitor thermal pollution using satellite remote sensing data. The thematic maps developed in this study could be used as a basis for sampling to study the effect of thermal pollution levels on aquatic organisms and then develop environmental norms in Syria about the permissible values of thermal pollution.
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页数:14
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共 40 条
[1]   Remote sensing of water surface temperature and heat flux over a tropical hydroelectric reservoir [J].
Alcantara, Enner Herenio ;
Stech, Jose Luiz ;
Lorenzzetti, Joao Antonio ;
Bonnet, Marie Paule ;
Casamitjana, Xavier ;
Assireu, Arcilan Trevenzoli ;
Leao de Moraes Novo, Evlyn Marcia .
REMOTE SENSING OF ENVIRONMENT, 2010, 114 (11) :2651-2665
[2]   Spatial heterogeneity in geothermally-influenced lakes derived from atmospherically corrected Landsat thermal imagery and three-dimensional hydrodynamic modelling [J].
Allan, Mathew G. ;
Hamilton, David P. ;
Trolle, Dennis ;
Muraoka, Kohji ;
McBride, Christopher .
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2016, 50 :106-116
[3]   Ocean Remote Sensing Techniques and Applications: A Review (Part I) [J].
Amani, Meisam ;
Moghimi, Armin ;
Mirmazloumi, S. Mohammad ;
Ranjgar, Babak ;
Ghorbanian, Arsalan ;
Ojaghi, Saeid ;
Ebrahimy, Hamid ;
Naboureh, Amin ;
Nazari, Mohsen Eslami ;
Mahdavi, Sahel ;
Moghaddam, Sayyed Hamed Alizadeh ;
Asiyabi, Reza Mohammadi ;
Ahmadi, Seyed Ali ;
Mehravar, Soroosh ;
Mohseni, Farzane ;
Jin, Shuanggen .
WATER, 2022, 14 (21)
[4]   Application of remote sensing techniques for monitoring the thermal pollution of cooling-water discharge from nuclear power plant [J].
Chen, CQ ;
Shi, P ;
Mao, QW .
JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH PART A-TOXIC/HAZARDOUS SUBSTANCES & ENVIRONMENTAL ENGINEERING, 2003, 38 (08) :1659-1668
[5]   Three decades of sea water abstraction by Kapar power plant (Malaysia): What impacts on tropical zooplankton community? [J].
Chew, L. L. ;
Chong, V. C. ;
Wong, R. C. S. ;
Lehette, P. ;
Ng, C. C. ;
Loh, K. H. .
MARINE POLLUTION BULLETIN, 2015, 101 (01) :69-84
[6]   Spatio-temporal patterns in water surface temperature from Landsat time series data in the Chesapeake Bay, USA [J].
Ding, Haiyong ;
Elmore, Andrew J. .
REMOTE SENSING OF ENVIRONMENT, 2015, 168 :335-348
[7]   A new assessment of the circulation of Atlantic and Intermediate Waters in the Eastern Mediterranean [J].
Estournel, Claude ;
Marsaleix, Patrick ;
Ulses, Caroline .
PROGRESS IN OCEANOGRAPHY, 2021, 198
[8]   Coastal Tidal Effects on Industrial Thermal Plumes in Satellite Imagery [J].
Faulkner, Agnieszka ;
Bulgin, Claire E. ;
Merchant, Christopher J. .
REMOTE SENSING, 2019, 11 (18)
[9]   Numerical Study of the Effect of a Power Plant Cooling Water Discharge in the Montevideo Bay [J].
Fossati, Monica ;
Santoro, Pablo ;
Urrestarazu, Santiago ;
Piedra-Cueva, Ismael .
JOURNAL OF APPLIED MATHEMATICS, 2011, :1-23
[10]   A split-window method to retrieving sea surface temperature from landsat 8 thermal infrared remote sensing data in offshore waters [J].
Fu, Jiaoqi ;
Chen, Chao ;
Guo, Biyun ;
Chu, Yanli ;
Zheng, Hong .
ESTUARINE COASTAL AND SHELF SCIENCE, 2020, 236