{"id":2516,"date":"2020-01-23T07:49:44","date_gmt":"2020-01-23T07:49:44","guid":{"rendered":"https:\/\/eofactory.ai\/blog\/?p=2516"},"modified":"2021-09-28T15:42:57","modified_gmt":"2021-09-28T07:42:57","slug":"billions-of-dollars-are-being-used-each-year-to-negate-the-effects-of-coastal-erosion-globally-how-remote-sensing-analytics-can-help-reduce-the-impact-of-coastal-erosion-and-prevent-damages","status":"publish","type":"post","link":"https:\/\/eofactory.ai\/blog\/billions-of-dollars-are-being-used-each-year-to-negate-the-effects-of-coastal-erosion-globally-how-remote-sensing-analytics-can-help-reduce-the-impact-of-coastal-erosion-and-prevent-damages\/","title":{"rendered":"Billions Of Dollars Spent Each Year To Negate The Effects Of Coastal Erosion Globally: Here Is How Remote-Sensing Analytics Can Help Reduce The Impact Of Coastal Erosion And Prevent Damages"},"content":{"rendered":"\n

Let it be due to climate change or natural phenomena; coastal erosion is eating up the land slowly, which can reduce the landmass for the next generation. At Skymap Global, we use AI & ML to detect the coastal erosion, here is a case study for the Thai coast where Skymap EOfactory AI <\/a>identified changes over three decades. This information is vital to make the right decisions to safeguard our coast.<\/p>\n\n\n\n

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Changes over 30 years<\/figcaption><\/figure>\n\n\n\n

With time-stamped satellite images of different years, AI and ML Detected Changes over a period of 30 years. The acquisition years correspond to 2020, 1990, and 1976 respectively. <\/p>\n\n\n\n

\"\"
Results of the analysis-AI and ML- 30 years change<\/figcaption><\/figure><\/div>\n\n\n\n
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Graph of coastal erosion with respect to time<\/figcaption><\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

The multi-temporal analysis allows for change detection over 50+ years. Imagery pre-processing consists of radiometric and geometric corrections. This pre-processing power minimizes haze effects on radiometric values and aligns corresponding pixels in the above images. The datum of the cartographic, satellite and aerial imageries<\/a> is World Geodetic System (WGS84), and the projected system is Universal Transverse Mercator.<\/p>\n","protected":false},"excerpt":{"rendered":"Let it be due to climate change or natural phenomena; coastal erosion is eating up the land slowly, which can reduce the landmass for the next generation. At Skymap Global, we use AI & ML to detect the coastal erosion, here is a case study for the Thai coast where…\n","protected":false},"author":990002,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"spay_email":""},"categories":[64,40,44,19],"tags":[100,99,101,41,102],"jetpack_featured_media_url":"","yoast_head":"\nBillions Of Dollars Spent Each Year To Negate The Effects Of Coastal Erosion Globally: Here Is How Remote-Sensing Analytics Can Help Reduce The Impact Of Coastal Erosion And Prevent Damages - EOfactory Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/eofactory.ai\/blog\/billions-of-dollars-are-being-used-each-year-to-negate-the-effects-of-coastal-erosion-globally-how-remote-sensing-analytics-can-help-reduce-the-impact-of-coastal-erosion-and-prevent-damages\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Billions Of Dollars Spent Each Year To Negate The Effects Of Coastal Erosion Globally: Here Is How Remote-Sensing Analytics Can Help Reduce The Impact Of Coastal Erosion And Prevent Damages - EOfactory Blog\" \/>\n<meta property=\"og:description\" content=\"Let it be due to climate change or natural phenomena; coastal erosion is eating up the land slowly, which can reduce the landmass for the next generation. 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