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035 _a.b12305005
099 9 _aAIT Thesis no.RS-18-14
100 1 _aAshish, Kamana
245 1 0 _aAnalysis of eutrophication levels in the Mediterranean Lagoons (Cabras and Santa Giusta) of Italy trough chlorophyll using multi-resolution images and temporal observation
260 _aPathum Thani, Thailand :
_bAsian Institute of Technology,
_c2018
300 _a55 leaves :
_bill.
490 1 _aThesis ;
_vno. RS-18-14
500 _aA thesis submitted in partial fulfillment of the requirements for the degree of Master of Science in Remote Sensing and Geographic Information System, School of Engineering and Technology
502 _aThesis (M. Eng.) - Asian Institute of Technology, 2018
520 _aEutrophication of the 2 Mediterranean coastal lagoons was the issue considered in this study. This problem gets more intense through the nutrient input from surrounding places which dispose their waste into the considered water body, which resists the oxygen from entering into water body by forming algal blooms on top layer of lake and the bacteria to decompose algae it makes the water body anoxic. Literature suggests that the most common methods used for the empirical equation and semi analytic methods. And for empirical equation, 2B and 3B band models are used, based on their sensitivity to Chlorophyll. The bilinear interpolated values of the pixels are extracted because there are many chances of change in location due to different parameters. The temperature also has an effect on the eutrophication. All the environment related issues leading eutrophication are studied. This issue was analyzed using different satellite images and their distinct band combinations using linear regression between the field chlorophyll and TOA reflectance. The maps are generated by giving TOA bands (Red and NIR combination) as a input along with m and q values in the linear regression equation. Temperature from Landsat 8 has been extracted for only Cabras due to its available images. This method yielded to give average kind of results when compared the field data with the entire dataset but yielded good results when done individually. Specifically, the Red and NIR band combination yielded most number of good results. The seasonal behavior of both the lakes are not similar though they are located proximally low distant to each other. The Land Surface temperature estimated through Landsat 8, yielded great outcomes when related to the field temperature information.
650 0 _aEutrophication
_xControl
_zItaly
_zMediterranean Sea
650 0 _aThree-dimensional imaging
_zItaly
_zMediterranean Sea
650 0 _aChlorophyll
700 1 _aVirdis, Salvatore G. P.,
_eChairperson
700 1 _aTripathi, Nitin Kumar,
_eExamination Committee
700 1 _aMiyazaki, Hiroyuki,
_eExamination Committee
700 1 _aPadedda, Bachisio Mario,
_eExamination Committee
710 2 _aAIT Fellowship,
_eScholarship Donor
810 2 _aAsian Institute of Technology.
_tThesis ;
_vno. RS-18-14
856 _3Full-Text
_uhttp://203.159.5.9/ait-thesis/detail.php?q=B22529
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