{"id":4456,"date":"2026-01-05T12:11:25","date_gmt":"2026-01-05T12:11:25","guid":{"rendered":"https:\/\/komodopadartour.com\/?p=4456"},"modified":"2026-01-05T12:11:26","modified_gmt":"2026-01-05T12:11:26","slug":"coral-reef-health-analysis-using-cpce-software-at-komodo-national-park-indonesia","status":"publish","type":"post","link":"https:\/\/komodopadartour.com\/ko\/2026\/01\/05\/coral-reef-health-analysis-using-cpce-software-at-komodo-national-park-indonesia\/","title":{"rendered":"\uc778\ub3c4\ub124\uc2dc\uc544 \ucf54\ubaa8\ub3c4 \uad6d\ub9bd\uacf5\uc6d0\uc758 \uc0b0\ud638\ucd08 \uac74\uac15 \ubd84\uc11d (CPCe \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ud65c\uc6a9)"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/komodopadartour.com\/wp-content\/uploads\/2026\/01\/Desain-tanpa-judul-2026-01-05T185359.232-1024x576.png\" alt=\"\" class=\"wp-image-4457\" srcset=\"https:\/\/komodopadartour.com\/wp-content\/uploads\/2026\/01\/Desain-tanpa-judul-2026-01-05T185359.232-1024x576.png 1024w, https:\/\/komodopadartour.com\/wp-content\/uploads\/2026\/01\/Desain-tanpa-judul-2026-01-05T185359.232-300x169.png 300w, https:\/\/komodopadartour.com\/wp-content\/uploads\/2026\/01\/Desain-tanpa-judul-2026-01-05T185359.232-768x432.png 768w, https:\/\/komodopadartour.com\/wp-content\/uploads\/2026\/01\/Desain-tanpa-judul-2026-01-05T185359.232-1536x864.png 1536w, https:\/\/komodopadartour.com\/wp-content\/uploads\/2026\/01\/Desain-tanpa-judul-2026-01-05T185359.232-18x10.png 18w, https:\/\/komodopadartour.com\/wp-content\/uploads\/2026\/01\/Desain-tanpa-judul-2026-01-05T185359.232.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Coral Reef Health Analysis Using CPCe Software at <a href=\"https:\/\/en.wikipedia.org\/wiki\/Komodo_National_Park\">\ucf54\ubaa8\ub3c4 \uad6d\ub9bd\uacf5\uc6d0<\/a>, Indonesia<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uc18c\uac1c<\/strong><\/h2>\n\n\n\n<p>Coral reefs are among the most valuable coastal ecosystems on Earth. They provide habitat and food for countless marine species, protect shorelines from strong waves and erosion, and support fisheries and tourism. Monitoring their condition is essential to inform conservation and management efforts.<\/p>\n\n\n\n<p>A scientific study conducted at <a href=\"https:\/\/komodopadartour.com\/ko\/%ec%bd%94%eb%aa%a8%eb%8f%84-%eb%8b%b9%ec%9d%bc%ec%b9%98%ea%b8%b0-%ec%97%ac%ed%96%89\/\"><strong>\ucf54\ubaa8\ub3c4 \uad6d\ub9bd\uacf5\uc6d0<\/strong> <\/a>in East Nusa Tenggara, Indonesia, used advanced image analysis software to assess coral reef health. The research applied <strong>CPCe (Coral Point Count with Excel Extensions)<\/strong> software to analyze underwater photos taken at multiple locations, offering a clear quantitative picture of reef condition in the park\u2019s waters.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Methods and Data Collection<\/strong><\/h3>\n\n\n\n<p>Researchers collected reef imagery using the <strong>Underwater Photo Transect (UPT)<\/strong> method across <strong>nine observation stations<\/strong> throughout the Komodo Marine area. Each station contributed a set of <strong>50 underwater photos<\/strong> capturing the reef\u2019s benthic community.<\/p>\n\n\n\n<p>The CPCe software allows scientists to analyze these photos by overlaying <strong>30 random points per image<\/strong> and categorizing what lies beneath each point (such as live coral, dead coral, sand, or algae). This process yields <strong>percentage cover estimates<\/strong> indicating how much of the seafloor is occupied by different substrate types.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>Results: Coral Cover and Reef Condition<\/strong><\/h5>\n\n\n\n<p>The CPCe analysis revealed notable variation among stations:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Station 2 recorded the highest hard coral cover<\/strong> ~\uc640 \ud568\uaed8 <strong>58.36%<\/strong>, indicating relatively better habitat condition in that area.<\/li>\n\n\n\n<li><strong>Station 7 showed the lowest hard coral cover<\/strong> with only <strong>5.07%<\/strong>, highlighting areas of significant reef degradation.<\/li>\n<\/ul>\n\n\n\n<p>Overall, the <strong>average hard coral cover across all stations was approximately 23.62%<\/strong>, a level classified as <strong>\u201cdamaged\u201d<\/strong> according to standard ecological assessment criteria. This suggests that, as of the study, coral reef health in portions of Komodo National Park ranged from poor to moderately degraded.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>Significance of Findings<\/strong><\/h5>\n\n\n\n<p>Coral reefs are vital for marine biodiversity and<a href=\"https:\/\/komodopadartour.com\/ko\/%ed%9a%8c%ec%82%ac-%ec%86%8c%ea%b0%9c\/\"> local communities.<\/a> Low coral cover is often associated with ecosystem stress, which may stem from factors such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Climate change and rising sea temperatures<\/strong> leading to coral bleaching.<\/li>\n\n\n\n<li><strong>Storm damage and physical breakage.<\/strong><\/li>\n\n\n\n<li><strong>Human impacts<\/strong>, including fishing gear damage and tourism pressures.<\/li>\n<\/ul>\n\n\n\n<p>By applying CPCe, researchers can monitor these trends quantitatively over time, helping managers identify areas needing protection, restoration, or reduced human impact.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>About CPCe Software<\/strong><\/h4>\n\n\n\n<p>\uadf8\ub9cc\ud07c <strong>Coral Point Count with Excel Extensions (CPCe)<\/strong> software is widely used in coral reef science. It enables efficient analysis of underwater photographs by randomly sampling points to estimate reef cover categories. This method improves objectivity in reef health assessments compared to visual estimates alone.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Conclusions and Conservation Implications<\/strong><\/h4>\n\n\n\n<p>The study at<a href=\"https:\/\/en.wikipedia.org\/wiki\/Komodo_National_Park\"> \ucf54\ubaa8\ub3c4 \uad6d\ub9bd\uacf5\uc6d0<\/a> demonstrates the practical use of image analysis tools like CPCe to evaluate coral reef condition. While some sites showed relatively healthy coral cover, others exhibited significant degradation. The overall low average hard coral cover underscores the need for ongoing monitoring and targeted conservation efforts to maintain the park\u2019s marine biodiversity and ecosystem services.<\/p>\n\n\n\n<p>Regular assessment using standardized methods \u2014 especially those supported by software like CPCe \u2014 provides essential data to guide coral reef management and conservation strategies in Indonesia\u2019s most iconic marine parks.<\/p>\n\n\n\n<p><strong>\uc78a\uc9c0 \ubabb\ud560 \uc5ec\ud589\uc744 \ub5a0\ub0a0 \uc900\ube44\uac00 \ub418\uc168\ub098\uc694? \uc644\ubcbd\ud55c \ud22c\uc5b4 \ud328\ud0a4\uc9c0\ub97c \uc120\ud0dd\ud558\uace0 \ucf54\ubaa8\ub3c4\uc5d0\uc11c\uc758 \ubaa8\ud5d8\uc744 \uc2dc\uc791\ud558\uc138\uc694!<\/strong>, <a href=\"https:\/\/komodopadartour.com\/ko\/%ec%bd%94%eb%aa%a8%eb%8f%84-%eb%8b%b9%ec%9d%bc%ec%b9%98%ea%b8%b0-%ec%97%ac%ed%96%89\/\">\ubb38\uc758\ud558\uae30<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>\uc11c\ub860 \uc0b0\ud638\ucd08\ub294 \uc9c0\uad6c\uc0c1\uc5d0\uc11c \uac00\uc7a5 \uac00\uce58 \uc788\ub294 \uc5f0\uc548 \uc0dd\ud0dc\uacc4 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uc0b0\ud638\ucd08\ub294 \uc218\ub9ce\uc740 \ud574\uc591 \uc0dd\ubb3c\uc5d0\uac8c \uc11c\uc2dd\uc9c0\uc640 \uba39\uc774\ub97c \uc81c\uacf5\ud558\uace0, \uac15\ud55c \ud30c\ub3c4\uc640 \uce68\uc2dd\uc73c\ub85c\ubd80\ud130 \ud574\uc548\uc120\uc744 \ubcf4\ud638\ud558\uba70, \uc5b4\uc5c5\uacfc \uad00\uad11 \uc0b0\uc5c5\uc744 \uc9c0\ud0f1\ud569\ub2c8\ub2e4. \uc0b0\ud638\ucd08\uc758 \uc0c1\ud0dc\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\ub294 \uac83\uc740 \ubcf4\uc874 \ubc0f \uad00\ub9ac \ub178\ub825\uc744 \uc704\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ub3d9\ub204\uc0ac\ucfe0\ub77c\uc758 \ucf54\ubaa8\ub3c4 \uad6d\ub9bd\uacf5\uc6d0\uc5d0\uc11c \uc218\ud589\ub41c \ud55c \uacfc\ud559 \uc5f0\uad6c\ub294 [\u2026]<\/p>","protected":false},"author":1,"featured_media":4457,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_eb_attr":"","footnotes":""},"categories":[119,121,109,49,108,82,113,111,21,22,101,77,83,84,94,95,96,59,15,65,14,122,70,117,114,104,105,11,71,73,72,116,125,69,24,123,90,25,102,57,55,79],"tags":[224,162,169,152,155,212,150,611,149,184],"class_list":["post-4456","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-best-travel-agency-on-komodo-labuan-bajo","category-bidadari-island-in-labuan-bajo","category-diving-site-on-komodo-national-park","category-fast-boat-labuan-bajo","category-fish-on-komodo-national-park","category-fisherman-on-komodo-island","category-fisherman-on-mesa-village","category-fisherman-on-papagarang-village","category-gili-lawa-darat","category-gili-lawa-laut","category-gili-motang-island","category-history-of-komodo-dragon","category-history-of-komodo-national-park","category-history-of-komodo-peoples","category-hotels-in-labuan-bajo","category-hotels-on-komodo-island","category-hotels-on-rinca-island","category-kakatua-island","category-kalong-island","category-kanawa-island","category-kelor-island","category-komodo-airport-in-labuan-bajo","category-komodo-cruise-ship-passanger","category-komodo-diving","category-komodo-diving-site","category-komodo-dragon-on-komodo-island","category-komodo-dragon-on-rinca-island","category-komodo-island","category-komodo-island-long-trekking","category-komodo-island-medium-trekking","category-komodo-island-short-trekking","category-komodo-live-aboard","category-komodo-marina","category-komodo-trekking","category-labuan-bajo","category-land-for-selling-in-labuan-bajo","category-livelihood-in-rinca-island","category-loh-sabita","category-loh-sebita-long-trekking","category-luba-traditional-village","category-malanage-hot-spring","category-manggarai-ethnic-group","tag-komodo-diving","tag-komodo-national-park","tag-komodopadartour","tag-manta-point","tag-manta-ray","tag-mesa-village","tag-padar-island","tag-papa-garang-village","tag-pink-beach","tag-rinca-village"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Coral Reef Health Analysis Using CPCE Software at Komodo<\/title>\n<meta name=\"description\" content=\"Coral reefs are among the most valuable coastal ecosystems on Earth. 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