{"id":2803,"date":"2024-06-24T15:53:41","date_gmt":"2024-06-24T06:53:41","guid":{"rendered":"https:\/\/app006.xsrv.jp\/kyushuagri\/?post_type=research&#038;p=2803"},"modified":"2024-07-02T13:02:10","modified_gmt":"2024-07-02T04:02:10","slug":"research-2803","status":"publish","type":"research","link":"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/research\/research-2803\/","title":{"rendered":"Elucidation of the mechanism of abnormal water temperature phenomenon in tropical saltwater aquaculture ponds and the actual situation of water quality abnormality and fishery disease as a response to the phenomenon"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2803\" class=\"elementor elementor-2803\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-57173fe elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"57173fe\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-40241e6\" data-id=\"40241e6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ef54986 elementor-widget elementor-widget-text-editor\" data-id=\"ef54986\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>In recent years, there has been a movement, especially in Southeast Asian countries, to move away from intensive aquaculture with its high environmental impact and return to environmentally friendly coarse-grain aquaculture with the aim of restoring the ecosystem. In the coarse-grain aquaculture method, aquaculture ponds are constructed using the natural topography, and the water is managed by utilizing the surrounding river water and tidal currents to feed organisms contained in the aquatic environment. Although this method has been shown to restore and improve the environment, from an environmental hydrological viewpoint, it is considered to be an aquaculture method that tends to induce abnormalities in the aquatic environment. Specifically, rainfall during the tropical rainy season and heat after rainfall may trigger aquatic environmental abnormalities.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-a58525e\" data-id=\"a58525e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-2c1c750 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2c1c750\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-87815c4\" data-id=\"87815c4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-376f55b elementor-widget elementor-widget-image\" data-id=\"376f55b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"586\" height=\"336\" src=\"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/thai_pond1.jpg\" class=\"attachment-large size-large wp-image-2526\" alt=\"\" srcset=\"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/thai_pond1.jpg 586w, https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/thai_pond1-300x172.jpg 300w\" sizes=\"(max-width: 586px) 100vw, 586px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-d762b18\" data-id=\"d762b18\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-db2e3fc elementor-widget elementor-widget-image\" data-id=\"db2e3fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"586\" height=\"337\" src=\"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/thai_pond2.jpg\" class=\"attachment-large size-large wp-image-2527\" alt=\"\" srcset=\"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/thai_pond2.jpg 586w, https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/thai_pond2-300x173.jpg 300w\" sizes=\"(max-width: 586px) 100vw, 586px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-99a20c9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"99a20c9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-1913da1\" data-id=\"1913da1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2f4da61 elementor-widget elementor-widget-text-editor\" data-id=\"2f4da61\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\">Coarse-grain ponds in Samut Songkhlaeng Province, Thailand<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8f39ea9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8f39ea9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-9f5d941\" data-id=\"9f5d941\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-729a042 elementor-widget elementor-widget-text-editor\" data-id=\"729a042\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>First, since seawater or brackish water is used as production water for aquaculture, rainfall inflow into aquaculture ponds causes the formation of a salt stratification layer composed of fresh water and salt water. When the water temperature rises due to heat during the formation of this salt stratification, the salinity gradient layer at the boundary between fresh and salt water becomes a non-convective area, which interferes with material and thermal circulation, resulting in anomalies in the aquatic environment. The figure below shows an example of water environmental anomalies caused by tropical rainfall observed in a saltwater aquaculture pond in Prachuap Khiri Khan Province, Thailand. Normally, water density decreases with depth because water density is lighter at higher temperatures and heavier at lower temperatures. However, in the observed case, after the formation of a saline stratification due to rainfall, there is a period of time when the water temperature is maintained at nearly 40\u00b0C from the bottom to the middle of the water body.\u00a0<\/span><\/p>\n<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-140b246\" data-id=\"140b246\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f0c3658 elementor-widget elementor-widget-image\" data-id=\"f0c3658\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"778\" height=\"317\" src=\"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/convection.png\" class=\"attachment-large size-large wp-image-2528\" alt=\"\" srcset=\"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/convection.png 778w, https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/convection-300x122.png 300w, https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/convection-768x313.png 768w, https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/convection-670x273.png 670w\" sizes=\"(max-width: 778px) 100vw, 778px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-f8cf60e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f8cf60e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-d8bad86\" data-id=\"d8bad86\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c9463cc elementor-widget elementor-widget-text-editor\" data-id=\"c9463cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><strong>Non-convective mechanisms in salinity gradient layers<\/strong><strong><span style=\"color: #000000;\">\u00a0<\/span><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-24e5769 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"24e5769\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-dfe484c\" data-id=\"dfe484c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bd1d8a8 elementor-widget elementor-widget-image\" data-id=\"bd1d8a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"270\" src=\"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/thai_data1-768x270-1.png\" class=\"attachment-large size-large wp-image-2525\" alt=\"\" srcset=\"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/thai_data1-768x270-1.png 768w, https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/thai_data1-768x270-1-300x105.png 300w, https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/thai_data1-768x270-1-670x236.png 670w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3b4043e\" data-id=\"3b4043e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f424721 elementor-widget elementor-widget-video\" data-id=\"f424721\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/Xz5GDk0JjcM&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3e898cb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3e898cb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d27509f\" data-id=\"d27509f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fb5c31a elementor-widget elementor-widget-text-editor\" data-id=\"fb5c31a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><strong>Field Observations of Black Tiger Farming Ponds<\/strong><\/p>\n<p style=\"text-align: left;\">Observation period: August 1 \u2013 September 30, 2019<br \/>Observation Pond: Experimental aquaculture ponds at the Cuu Long Wan Fisheries Research Institute, Kasetsart University<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-61c5f5b\" data-id=\"61c5f5b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9ca3b8c elementor-widget elementor-widget-text-editor\" data-id=\"9ca3b8c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><strong>Non-Convective Region Visualization Experiment of Salinity Gradient Layer<\/strong><\/p>\n<p><span>Upper layer: salt concentration = 1.7%, water temperature = 25.0\u2103, lower layer: salt concentration = 4.7%, water temperature = 42.0\u2103.\u00a0<\/span><br \/><span>\u00a0The salinity gradient layer at the center of the vertical direction is non-convective. The water in the upper layer sinks, but rises before the non-convective zone. The water masses in the lower layer also rise, but settle in the non-convective zone.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8780a6b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8780a6b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0a0284e\" data-id=\"0a0284e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ded15d7 elementor-widget elementor-widget-text-editor\" data-id=\"ded15d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>When such water temperature anomalies occur in saltwater aquaculture ponds, they can degrade water quality and increase the number of pathogenic microorganisms, posing a threat to the productivity and safety of aquaculture products.<\/span><br \/><span>In my research, I am working on the elucidation of the mechanism of the phenomena, water quality dynamics as a response to the phenomena, and hydrospheric microbial dynamics by field observations, laboratory hydraulic experiments, water quality analysis, bacterial flora analysis, and numerical simulations, in collaboration with the Faculty of Fisheries, Kasetsart University.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-92e3790 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"92e3790\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-1e4ab9b\" data-id=\"1e4ab9b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c2b95d5 elementor-widget elementor-widget-image\" data-id=\"c2b95d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"657\" height=\"476\" src=\"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/pond_bac.png\" class=\"attachment-large size-large wp-image-2529\" alt=\"\" srcset=\"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/pond_bac.png 657w, https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/pond_bac-300x217.png 300w\" sizes=\"(max-width: 657px) 100vw, 657px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-994c15e\" data-id=\"994c15e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4a0cf76 elementor-widget elementor-widget-image\" data-id=\"4a0cf76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"474\" height=\"421\" src=\"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/pond_bac2.png\" class=\"attachment-large size-large wp-image-2530\" alt=\"\" srcset=\"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/pond_bac2.png 474w, https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/agri-tropic\/wp-content\/uploads\/2023\/01\/pond_bac2-300x266.png 300w\" sizes=\"(max-width: 474px) 100vw, 474px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-1246016\" data-id=\"1246016\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2220c82 elementor-widget elementor-widget-video\" data-id=\"2220c82\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/IAzb8bGFHBE&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-68137f2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"68137f2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-688cb5b\" data-id=\"688cb5b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6f5e65c elementor-widget elementor-widget-text-editor\" data-id=\"6f5e65c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><strong>Bacterial flora analysis results<\/strong><\/p>\n<p style=\"text-align: left;\">Bacterial flora is changing after the onset of aquatic heat storage.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-fefd6ef\" data-id=\"fefd6ef\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d790831 elementor-widget elementor-widget-text-editor\" data-id=\"d790831\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\"><strong><span>\u00a0<\/span>Principal component analysis of water quality and bacterial genus composition<\/strong><br \/><span>Genera Francisella, Synechocystis, PCC-6803, and Cyanobiaceae score close to water temperature<\/span><\/p>\n<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-ee4d47d\" data-id=\"ee4d47d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-35abd82 elementor-widget elementor-widget-text-editor\" data-id=\"35abd82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><strong>Simulation of water temperature diffusion due to rainfall (experimental tank scale)<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>In recent years, there has been a movement, especially in\u2026<\/p>\n","protected":false},"featured_media":2526,"template":"","format":"standard","meta":{"footnotes":""},"researcher-jp":[],"researcher-en":[151],"class_list":["post-2803","research","type-research","status-publish","format-standard","has-post-thumbnail","hentry","researcher-en-ozaki-a"],"_links":{"self":[{"href":"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/wp-json\/wp\/v2\/research\/2803","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/wp-json\/wp\/v2\/research"}],"about":[{"href":"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/wp-json\/wp\/v2\/types\/research"}],"version-history":[{"count":7,"href":"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/wp-json\/wp\/v2\/research\/2803\/revisions"}],"predecessor-version":[{"id":3185,"href":"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/wp-json\/wp\/v2\/research\/2803\/revisions\/3185"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/wp-json\/wp\/v2\/media\/2526"}],"wp:attachment":[{"href":"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/wp-json\/wp\/v2\/media?parent=2803"}],"wp:term":[{"taxonomy":"researcher-jp","embeddable":true,"href":"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/wp-json\/wp\/v2\/researcher-jp?post=2803"},{"taxonomy":"researcher-en","embeddable":true,"href":"https:\/\/www.agr.kyushu-u.ac.jp\/tropic\/wp-json\/wp\/v2\/researcher-en?post=2803"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}