{"title":"土地复垦对丹中香港水质的影响","authors":"N. Rosman, Aisah Taufik, Ismail Ahmad Abir","doi":"10.7186/wg462202007","DOIUrl":null,"url":null,"abstract":"Field data (Secchi Disk Depth) of coastal water surrounding the reclaimed land located off the coast of Tanjung Tokong, Penang was taken on the same date as the overpass of Landsat 8 image on the 20 th December 2017. Results from Secchi Disk readings show that, in general, the water clarity is worse near the reclaimed land when compared to protected areas, such as the National Park coastal area in northwest Penang. Furthermore, it was observed that Secchi depths become shallower to the northwest of the reclaimed land in comparison to the southern part. In order to estimate the Secchi Disk Depth using Landsat data, correlation between field data and satellite data was studied using linear regression approach. Correlation between ground data and atmospherically corrected satellite image for Band 5 (Near Infrared) was found to be the most robust with correlation coefficient close to one (R²=0.7051). The selected linear regression model was then applied to estimate the Secchi Depth for the entire image and for archive Landsat 8 images of the study area. In addition, ocean bottom soil samples taken around the reclaimed land are of very fine and muddy nature, which was previously of a sandy nature; a healthy environment for crabs, molluscs and other organisms. Very fine sediments are in suspension in high energy environment resulting in lower water clarity and a decrease in light penetration. Although the degraded coastal water clarity of Tanjung Tokong suggests that the reclaimed land has an adverse effect on its water quality, important environmental factors, such as tides, waves and currents must be taken into account to fully understand their effects on coastal water clarity.","PeriodicalId":272380,"journal":{"name":"Warta Geologi","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The effect of land reclamation on water clarity in Tanjung Tokong using remote sensing\",\"authors\":\"N. 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Correlation between ground data and atmospherically corrected satellite image for Band 5 (Near Infrared) was found to be the most robust with correlation coefficient close to one (R²=0.7051). The selected linear regression model was then applied to estimate the Secchi Depth for the entire image and for archive Landsat 8 images of the study area. In addition, ocean bottom soil samples taken around the reclaimed land are of very fine and muddy nature, which was previously of a sandy nature; a healthy environment for crabs, molluscs and other organisms. Very fine sediments are in suspension in high energy environment resulting in lower water clarity and a decrease in light penetration. Although the degraded coastal water clarity of Tanjung Tokong suggests that the reclaimed land has an adverse effect on its water quality, important environmental factors, such as tides, waves and currents must be taken into account to fully understand their effects on coastal water clarity.\",\"PeriodicalId\":272380,\"journal\":{\"name\":\"Warta Geologi\",\"volume\":\"18 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-08-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Warta Geologi\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.7186/wg462202007\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Warta Geologi","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.7186/wg462202007","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
在2017年12月20日与Landsat 8图像的立交桥同一天,拍摄了槟城丹中东港海岸外填海土地周围沿海水域的实地数据(Secchi Disk Depth)。sechi Disk读数的结果显示,总的来说,填海造地附近的水质清晰度比保护区差,比如槟城西北部的国家公园沿海地区。此外,还观察到填海土地西北部的Secchi深度比南部更浅。为了利用Landsat数据估算塞奇盘深度,采用线性回归方法研究了野外数据与卫星数据的相关性。5波段(近红外)地面资料与大气校正卫星影像之间的相关性最强,相关系数接近1 (R²=0.7051)。然后应用所选择的线性回归模型估计整个图像和研究区域的Landsat 8存档图像的Secchi深度。此外,在填海造地周围采集的海底土壤样品具有非常细和泥泞的性质,而以前是沙质性质;螃蟹、软体动物和其他生物的健康环境。非常细的沉积物在高能量环境中悬浮,导致水的清晰度降低,光线穿透减少。虽然丹绒东港沿岸海水的清澈度有所下降,显示填海工程对其水质有不利影响,但必须考虑重要的环境因素,例如潮汐、波浪和水流,才能全面了解它们对沿岸海水清澈度的影响。
The effect of land reclamation on water clarity in Tanjung Tokong using remote sensing
Field data (Secchi Disk Depth) of coastal water surrounding the reclaimed land located off the coast of Tanjung Tokong, Penang was taken on the same date as the overpass of Landsat 8 image on the 20 th December 2017. Results from Secchi Disk readings show that, in general, the water clarity is worse near the reclaimed land when compared to protected areas, such as the National Park coastal area in northwest Penang. Furthermore, it was observed that Secchi depths become shallower to the northwest of the reclaimed land in comparison to the southern part. In order to estimate the Secchi Disk Depth using Landsat data, correlation between field data and satellite data was studied using linear regression approach. Correlation between ground data and atmospherically corrected satellite image for Band 5 (Near Infrared) was found to be the most robust with correlation coefficient close to one (R²=0.7051). The selected linear regression model was then applied to estimate the Secchi Depth for the entire image and for archive Landsat 8 images of the study area. In addition, ocean bottom soil samples taken around the reclaimed land are of very fine and muddy nature, which was previously of a sandy nature; a healthy environment for crabs, molluscs and other organisms. Very fine sediments are in suspension in high energy environment resulting in lower water clarity and a decrease in light penetration. Although the degraded coastal water clarity of Tanjung Tokong suggests that the reclaimed land has an adverse effect on its water quality, important environmental factors, such as tides, waves and currents must be taken into account to fully understand their effects on coastal water clarity.