Evaluation of the performance of Satellite photographs Corona , Hexagon and Aster images in preparing the map of the boundary and coastline of zaribar Lake and extracting the amount of changes in the lake surface
Corona and Hexagon satellite photographs with a spatial resolution of 1.8 to 9 meters are a good source for monitoring and evaluating changes in surface phenomena. The purpose of this study is to monitor the changes in Zaribar Lake in the period 1969-2019 using the data of Corona, Hexagon and Aster...
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Kharazmi University
2024-03-01
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| Series: | تحقیقات کاربردی علوم جغرافیایی |
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| Online Access: | http://jgs.khu.ac.ir/article-1-4001-en.pdf |
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| author | Hedayat Sheikh Ghaderi abdulsalam aminpour Parviz Ziaeian Firoozabadi |
| author_facet | Hedayat Sheikh Ghaderi abdulsalam aminpour Parviz Ziaeian Firoozabadi |
| author_sort | Hedayat Sheikh Ghaderi |
| collection | DOAJ |
| description | Corona and Hexagon satellite photographs with a spatial resolution of 1.8 to 9 meters are a good source for monitoring and evaluating changes in surface phenomena. The purpose of this study is to monitor the changes in Zaribar Lake in the period 1969-2019 using the data of Corona, Hexagon and Aster satellites and their ability to monitor and extract the coastline, lake boundary and water surface. In this study, to geometric correction the corona and hexagon data from Google Earth images, linear extraction algorithms, binary mask and mean shift segmentation were used to extract the coastline and lake boundary, detect lake changes and extract and monitor the water area of Zaribar Lake. The results showed that in the first step: geometric correction of corona and hexagon images was obtained using Google Earth images with RMSE of 0.3 and 0.4 pixels. In the second stage, the linear extraction algorithm for extracting the lake boundary and coastline using corona and hexagon photographs has high accuracy and has a high correlation with the topographic map of 1.50000. In the third step, the unsupervised classification of binary mask method, in order to detect lake changes using corona and hexagon photographs, acceptablely identified the altered and unchanged pixels, so that 11 hectares of lake surface had the most changes. Finally, in the fourth step, it was found that the mean shift segmentation algorithm and threshold worked better by applying the corona, hexagon, and Aster events to extract the water surface, and in the meantime, the corona image performed better due to its higher resolution. The above results showed that Zaribar Lake decreased by 6.5% from 1969 to 2019 and the findings have a high correlation with the product of the ester aquifer. In general, the findings of this study show the potential of using digital image processing methods for corona and hexagon data to monitor and detect changes in lakes. |
| format | Article |
| id | doaj-art-8a1702daeac845339119b7ded432d9b0 |
| institution | Kabale University |
| issn | 2228-7736 2588-5138 |
| language | fas |
| publishDate | 2024-03-01 |
| publisher | Kharazmi University |
| record_format | Article |
| series | تحقیقات کاربردی علوم جغرافیایی |
| spelling | doaj-art-8a1702daeac845339119b7ded432d9b02025-01-31T17:31:20ZfasKharazmi Universityتحقیقات کاربردی علوم جغرافیایی2228-77362588-51382024-03-012472401426Evaluation of the performance of Satellite photographs Corona , Hexagon and Aster images in preparing the map of the boundary and coastline of zaribar Lake and extracting the amount of changes in the lake surfaceHedayat Sheikh Ghaderi0abdulsalam aminpour1Parviz Ziaeian Firoozabadi2 Masters student of gis and remote sensing, kharazmi University ms student of gis and remote sensing , kharazmi University Associate Professor of gis and remote sensing, kharazmi University Corona and Hexagon satellite photographs with a spatial resolution of 1.8 to 9 meters are a good source for monitoring and evaluating changes in surface phenomena. The purpose of this study is to monitor the changes in Zaribar Lake in the period 1969-2019 using the data of Corona, Hexagon and Aster satellites and their ability to monitor and extract the coastline, lake boundary and water surface. In this study, to geometric correction the corona and hexagon data from Google Earth images, linear extraction algorithms, binary mask and mean shift segmentation were used to extract the coastline and lake boundary, detect lake changes and extract and monitor the water area of Zaribar Lake. The results showed that in the first step: geometric correction of corona and hexagon images was obtained using Google Earth images with RMSE of 0.3 and 0.4 pixels. In the second stage, the linear extraction algorithm for extracting the lake boundary and coastline using corona and hexagon photographs has high accuracy and has a high correlation with the topographic map of 1.50000. In the third step, the unsupervised classification of binary mask method, in order to detect lake changes using corona and hexagon photographs, acceptablely identified the altered and unchanged pixels, so that 11 hectares of lake surface had the most changes. Finally, in the fourth step, it was found that the mean shift segmentation algorithm and threshold worked better by applying the corona, hexagon, and Aster events to extract the water surface, and in the meantime, the corona image performed better due to its higher resolution. The above results showed that Zaribar Lake decreased by 6.5% from 1969 to 2019 and the findings have a high correlation with the product of the ester aquifer. In general, the findings of this study show the potential of using digital image processing methods for corona and hexagon data to monitor and detect changes in lakes.http://jgs.khu.ac.ir/article-1-4001-en.pdfcoronahexagonastermean shift segmentationlinement extractionbinary maskzaribar lake |
| spellingShingle | Hedayat Sheikh Ghaderi abdulsalam aminpour Parviz Ziaeian Firoozabadi Evaluation of the performance of Satellite photographs Corona , Hexagon and Aster images in preparing the map of the boundary and coastline of zaribar Lake and extracting the amount of changes in the lake surface تحقیقات کاربردی علوم جغرافیایی corona hexagon aster mean shift segmentation linement extraction binary mask zaribar lake |
| title | Evaluation of the performance of Satellite photographs Corona , Hexagon and Aster images in preparing the map of the boundary and coastline of zaribar Lake and extracting the amount of changes in the lake surface |
| title_full | Evaluation of the performance of Satellite photographs Corona , Hexagon and Aster images in preparing the map of the boundary and coastline of zaribar Lake and extracting the amount of changes in the lake surface |
| title_fullStr | Evaluation of the performance of Satellite photographs Corona , Hexagon and Aster images in preparing the map of the boundary and coastline of zaribar Lake and extracting the amount of changes in the lake surface |
| title_full_unstemmed | Evaluation of the performance of Satellite photographs Corona , Hexagon and Aster images in preparing the map of the boundary and coastline of zaribar Lake and extracting the amount of changes in the lake surface |
| title_short | Evaluation of the performance of Satellite photographs Corona , Hexagon and Aster images in preparing the map of the boundary and coastline of zaribar Lake and extracting the amount of changes in the lake surface |
| title_sort | evaluation of the performance of satellite photographs corona hexagon and aster images in preparing the map of the boundary and coastline of zaribar lake and extracting the amount of changes in the lake surface |
| topic | corona hexagon aster mean shift segmentation linement extraction binary mask zaribar lake |
| url | http://jgs.khu.ac.ir/article-1-4001-en.pdf |
| work_keys_str_mv | AT hedayatsheikhghaderi evaluationoftheperformanceofsatellitephotographscoronahexagonandasterimagesinpreparingthemapoftheboundaryandcoastlineofzaribarlakeandextractingtheamountofchangesinthelakesurface AT abdulsalamaminpour evaluationoftheperformanceofsatellitephotographscoronahexagonandasterimagesinpreparingthemapoftheboundaryandcoastlineofzaribarlakeandextractingtheamountofchangesinthelakesurface AT parvizziaeianfiroozabadi evaluationoftheperformanceofsatellitephotographscoronahexagonandasterimagesinpreparingthemapoftheboundaryandcoastlineofzaribarlakeandextractingtheamountofchangesinthelakesurface |