{"id":1118,"date":"2025-06-25T03:08:46","date_gmt":"2025-06-25T03:08:46","guid":{"rendered":"https:\/\/guardexp.com\/?page_id=1118"},"modified":"2025-07-17T02:54:21","modified_gmt":"2025-07-17T02:54:21","slug":"river-pollution","status":"publish","type":"page","link":"https:\/\/guardexp.com\/?page_id=1118","title":{"rendered":"River Pollution"},"content":{"rendered":"\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-069dc9e\" data-block-id=\"069dc9e\"><style>.stk-069dc9e {height:110px !important;}<\/style><\/div>\n\n\n\n<h1 class=\"wp-block-heading has-text-align-center has-ast-global-color-4-background-color has-background\" style=\"border-width:3px;border-radius:96px;margin-right:var(--wp--preset--spacing--80);margin-left:var(--wp--preset--spacing--80)\">River Pollution<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Background and challenges<\/h2>\n\n\n\n<div class=\"wp-block-stackable-divider stk-block-divider has-text-align-left stk-block stk-36c5049 is-style-bar\" data-block-id=\"36c5049\"><style>.stk-36c5049 hr.stk-block-divider__hr{background:var(--ast-global-color-1) !important;border-radius:calc(3px \/ 2) !important;height:3px !important;width:36% !important;}<\/style><hr class=\"stk-block-divider__hr\"\/><\/div>\n\n\n\n<div class=\"wp-block-group has-ast-global-color-4-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-medium-font-size\">The key to water pollution control lies in managing the &#8220;outlets of wastewater discharge&#8221; (the final point where pollutants enter the river). However, the current regulatory system has significant shortcomings:<\/p>\n\n\n\n<div class=\"wp-block-stackable-icon-label stk-block-icon-label stk-block stk-4fee93c\" data-block-id=\"4fee93c\"><div class=\"stk-row stk-inner-blocks stk-block-content\">\n<div class=\"wp-block-stackable-icon stk-block-icon has-text-align-left stk-block stk-6308152\" data-block-id=\"6308152\"><style>.stk-6308152 .stk--svg-wrapper .stk--inner-svg svg:last-child, .stk-6308152 .stk--svg-wrapper .stk--inner-svg svg:last-child :is(g, path, rect, polygon, ellipse){fill:#8ed1fc !important;}<\/style><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg style=\"height:0;width:0\"><defs><linearGradient id=\"linear-gradient-6308152\" x1=\"0\" x2=\"100%\" y1=\"0\" y2=\"0\"><stop offset=\"0%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-6308152-color-1)\"><\/stop><stop offset=\"100%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-6308152-color-2)\"><\/stop><\/linearGradient><\/defs><\/svg><svg data-prefix=\"fa\" data-icon=\"star\" class=\"svg-inline--fa fa-star fa-w-18\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 576 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg><\/div><\/span><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-c1eb1c8\" id=\"wide-distribution-and-unclear-data-there-are-a-large-number-of-urban-rural-and-industrial-discharge-outlets-which-are-hidden-and-difficult-to-locate-traditional-manual-inspections-cannot-cover-all-of-them-and-a-large-number-of-hidden-discharge-outlets-are-beyond-the-scope-of-regulation\" data-block-id=\"c1eb1c8\"><style>.stk-c1eb1c8 .stk-block-heading__text{font-size:20px !important;}@media screen and (max-width: 1023px){.stk-c1eb1c8 .stk-block-heading__text{font-size:20px !important;}}<\/style><p class=\"stk-block-heading__text\">Wide distribution and unclear data: There are a large number of urban, rural, and industrial discharge outlets, which are hidden and difficult to locate. Traditional manual inspections cannot cover all of them, and a large number of hidden discharge outlets are beyond the scope of regulation;<\/p><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-label stk-block-icon-label stk-block stk-a4ebbb2\" data-block-id=\"a4ebbb2\"><div class=\"stk-row stk-inner-blocks stk-block-content\">\n<div class=\"wp-block-stackable-icon stk-block-icon has-text-align-left stk-block stk-5e9f99c\" data-block-id=\"5e9f99c\"><style>.stk-5e9f99c .stk--svg-wrapper .stk--inner-svg svg:last-child, .stk-5e9f99c .stk--svg-wrapper .stk--inner-svg svg:last-child :is(g, path, rect, polygon, ellipse){fill:#8ed1fc !important;}<\/style><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg style=\"height:0;width:0\"><defs><linearGradient id=\"linear-gradient-5e9f99c\" x1=\"0\" x2=\"100%\" y1=\"0\" y2=\"0\"><stop offset=\"0%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-5-e-9-f-99-c-color-1)\"><\/stop><stop offset=\"100%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-5-e-9-f-99-c-color-2)\"><\/stop><\/linearGradient><\/defs><\/svg><svg data-prefix=\"fa\" data-icon=\"star\" class=\"svg-inline--fa fa-star fa-w-18\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 576 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg><\/div><\/span><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-df61534\" id=\"weak-regulatory-capabilities-relying-on-regular-spot-checks-it-is-impossible-to-perceive-sudden-discharges-such-as-enterprises-illegal-discharges-pipeline-leaks-rainwater-overflow-etc-which-are-high-risk-events-in-real-time\" data-block-id=\"df61534\"><style>.stk-df61534 .stk-block-heading__text{font-size:20px !important;}@media screen and (max-width: 1023px){.stk-df61534 .stk-block-heading__text{font-size:20px !important;}}<\/style><p class=\"stk-block-heading__text\">Weak regulatory capabilities: Relying on regular spot checks, it is impossible to perceive sudden discharges (such as enterprises&#8217; illegal discharges), pipeline leaks, rainwater overflow, etc., which are high-risk events in real time;<\/p><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-label stk-block-icon-label stk-block stk-f75203e\" data-block-id=\"f75203e\"><div class=\"stk-row stk-inner-blocks stk-block-content\">\n<div class=\"wp-block-stackable-icon stk-block-icon has-text-align-left stk-block stk-1df3420\" data-block-id=\"1df3420\"><style>.stk-1df3420 .stk--svg-wrapper .stk--inner-svg svg:last-child, .stk-1df3420 .stk--svg-wrapper .stk--inner-svg svg:last-child :is(g, path, rect, polygon, ellipse){fill:#8ed1fc !important;}<\/style><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg style=\"height:0;width:0\"><defs><linearGradient id=\"linear-gradient-1df3420\" x1=\"0\" x2=\"100%\" y1=\"0\" y2=\"0\"><stop offset=\"0%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-1-df-3420-color-1)\"><\/stop><stop offset=\"100%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-1-df-3420-color-2)\"><\/stop><\/linearGradient><\/defs><\/svg><svg data-prefix=\"fa\" data-icon=\"star\" class=\"svg-inline--fa fa-star fa-w-18\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 576 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg><\/div><\/span><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-8f4dd5c\" id=\"delayed-response-and-disposal-it-takes-several-days-from-discovering-abnormalities-to-sampling-and-sending-for-testing-by-which-time-the-pollution-has-already-spread-missing-the-golden-period-for-blocking-the-source\" data-block-id=\"8f4dd5c\"><style>.stk-8f4dd5c .stk-block-heading__text{font-size:20px !important;}@media screen and (max-width: 1023px){.stk-8f4dd5c .stk-block-heading__text{font-size:20px !important;}}<\/style><p class=\"stk-block-heading__text\">Delayed response and disposal: It takes several days from discovering abnormalities to sampling and sending for testing, by which time the pollution has already spread, missing the &#8220;golden period for blocking the source&#8221;;<\/p><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-label stk-block-icon-label stk-block stk-1c0d57a\" data-block-id=\"1c0d57a\"><div class=\"stk-row stk-inner-blocks stk-block-content\">\n<div class=\"wp-block-stackable-icon stk-block-icon has-text-align-left stk-block stk-a36a7d9\" data-block-id=\"a36a7d9\"><style>.stk-a36a7d9 .stk--svg-wrapper .stk--inner-svg svg:last-child, .stk-a36a7d9 .stk--svg-wrapper .stk--inner-svg svg:last-child :is(g, path, rect, polygon, ellipse){fill:#8ed1fc !important;}<\/style><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg style=\"height:0;width:0\"><defs><linearGradient id=\"linear-gradient-a36a7d9\" x1=\"0\" x2=\"100%\" y1=\"0\" y2=\"0\"><stop offset=\"0%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-a-36-a-7-d-9-color-1)\"><\/stop><stop offset=\"100%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-a-36-a-7-d-9-color-2)\"><\/stop><\/linearGradient><\/defs><\/svg><svg data-prefix=\"fa\" data-icon=\"star\" class=\"svg-inline--fa fa-star fa-w-18\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 576 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg><\/div><\/span><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-2bfce86\" id=\"difficult-responsibility-tracing-it-is-difficult-to-quickly-match-the-discharge-outlets-with-the-pollution-sources-for-example-enterprises-illegal-discharges-through-hidden-pipes-as-a-result-the-root-cause-on-the-shore-cannot-be-eradicated\" data-block-id=\"2bfce86\"><style>.stk-2bfce86 .stk-block-heading__text{font-size:20px !important;}@media screen and (max-width: 1023px){.stk-2bfce86 .stk-block-heading__text{font-size:20px !important;}}<\/style><p class=\"stk-block-heading__text\">Difficult responsibility tracing: It is difficult to quickly match the discharge outlets with the pollution sources (for example, enterprises&#8217; illegal discharges through hidden pipes). As a result, the &#8220;root cause on the shore&#8221; cannot be eradicated.&nbsp;<\/p><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-d89c312\" data-block-id=\"d89c312\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Solutions<\/h2>\n\n\n\n<div class=\"wp-block-stackable-divider stk-block-divider has-text-align-left stk-block stk-cf031af is-style-bar\" data-block-id=\"cf031af\"><style>.stk-cf031af hr.stk-block-divider__hr{background:var(--ast-global-color-1) !important;border-radius:calc(3px \/ 2) !important;height:3px !important;width:36% !important;}<\/style><hr class=\"stk-block-divider__hr\"\/><\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-stackable-image stk-block-image stk-block stk-d2be6ba\" data-block-id=\"d2be6ba\"><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img fetchpriority=\"high\" decoding=\"async\" class=\"stk-img wp-image-1290\" src=\"https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution1.png\" width=\"1650\" height=\"620\" srcset=\"https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution1.png 1650w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution1-300x113.png 300w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution1-1024x385.png 1024w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution1-768x289.png 768w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution1-1536x577.png 1536w\" sizes=\"(max-width: 1650px) 100vw, 1650px\" \/><\/span><\/figure><\/div>\n\n\n\n<div class=\"wp-block-group has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"background-color:#f9dff5\">\n<p class=\"has-background has-medium-font-size\" style=\"background-color:#f9dff5\">Our solution involves deploying intelligent cameras around river outflow points, sewage outlets (including key locations such as rural areas, enterprises, and livestock farms), sewage treatment plants, and pumping stations. These cameras capture real-time images of the scene. The core lies in leveraging the powerful local processing capabilities of the edge AI gateway to run a series of specialized algorithm models optimized for environmental detection. For instance, the system can accurately identify abnormal color changes in water bodies, promptly detect possible industrial wastewater leakage or pollutant spills; at the same time, it can effectively monitor floating garbage and debris on the water surface and issue alerts in a timely manner. This not only significantly improves the speed and accuracy of detecting pollution incidents, significantly reduces the false alarm rate, but also has a substantial deterrent effect on potential illegal discharge behaviors, prompting all parties to enhance their awareness of water environmental protection and shift from passive response to proactive prevention.<\/p>\n\n\n\n<p class=\"has-background has-medium-font-size\" style=\"background-color:#f9dff5\">The specific solution is as follows:<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-label stk-block-icon-label stk-block stk-ba8323c\" data-block-id=\"ba8323c\"><div class=\"stk-row stk-inner-blocks stk-block-content\">\n<div class=\"wp-block-stackable-icon stk-block-icon has-text-align-left stk-block stk-d0804b6\" data-block-id=\"d0804b6\"><style>.stk-d0804b6 .stk--svg-wrapper .stk--inner-svg svg:last-child, .stk-d0804b6 .stk--svg-wrapper .stk--inner-svg svg:last-child :is(g, path, rect, polygon, ellipse){fill:#f9dff5 !important;}<\/style><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg style=\"height:0;width:0\"><defs><linearGradient id=\"linear-gradient-d0804b6\" x1=\"0\" x2=\"100%\" y1=\"0\" y2=\"0\"><stop offset=\"0%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-d-0804-b-6-color-1)\"><\/stop><stop offset=\"100%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-d-0804-b-6-color-2)\"><\/stop><\/linearGradient><\/defs><\/svg><svg data-prefix=\"fa\" data-icon=\"star\" class=\"svg-inline--fa fa-star fa-w-18\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 576 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg><\/div><\/span><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-94e70bf\" id=\"application-mode\" data-block-id=\"94e70bf\"><h4 class=\"stk-block-heading__text\">Application mode<\/h4><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-columns stk-block-columns stk-block stk-5663a52\" data-block-id=\"5663a52\"><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-5663a52-column\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-53acccd\" data-v=\"4\" data-block-id=\"53acccd\"><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-53acccd-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-53acccd-inner-blocks\">\n<div class=\"wp-block-stackable-image stk-block-image stk-block stk-8b4ea6a\" data-block-id=\"8b4ea6a\"><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img decoding=\"async\" class=\"stk-img wp-image-1291\" src=\"https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution2.png\" width=\"1190\" height=\"1118\" srcset=\"https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution2.png 1190w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution2-300x282.png 300w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution2-1024x962.png 1024w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution2-768x722.png 768w\" sizes=\"(max-width: 1190px) 100vw, 1190px\" \/><\/span><\/figure><\/div>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-e8c6613\" data-v=\"4\" data-block-id=\"e8c6613\"><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-e8c6613-container stk--no-background stk--no-padding\"><div class=\"stk-block-content stk-inner-blocks stk-e8c6613-inner-blocks\">\n<div class=\"wp-block-stackable-image stk-block-image stk-block stk-b15a204\" data-block-id=\"b15a204\"><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img decoding=\"async\" class=\"stk-img wp-image-1292\" src=\"https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution3.png\" width=\"1352\" height=\"1150\" srcset=\"https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution3.png 1352w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution3-300x255.png 300w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution3-1024x871.png 1024w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution3-768x653.png 768w\" sizes=\"(max-width: 1352px) 100vw, 1352px\" \/><\/span><\/figure><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-icon-label stk-block-icon-label stk-block stk-c91ba80\" data-block-id=\"c91ba80\"><div class=\"stk-row stk-inner-blocks stk-block-content\">\n<div class=\"wp-block-stackable-icon stk-block-icon has-text-align-left stk-block stk-4739a33\" data-block-id=\"4739a33\"><style>.stk-4739a33 .stk--svg-wrapper .stk--inner-svg svg:last-child, .stk-4739a33 .stk--svg-wrapper .stk--inner-svg svg:last-child :is(g, path, rect, polygon, ellipse){fill:#f9dff5 !important;}<\/style><span class=\"stk--svg-wrapper\"><div class=\"stk--inner-svg\"><svg style=\"height:0;width:0\"><defs><linearGradient id=\"linear-gradient-4739a33\" x1=\"0\" x2=\"100%\" y1=\"0\" y2=\"0\"><stop offset=\"0%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-4739-a-33-color-1)\"><\/stop><stop offset=\"100%\" style=\"stop-opacity:1;stop-color:var(--linear-gradient-4739-a-33-color-2)\"><\/stop><\/linearGradient><\/defs><\/svg><svg data-prefix=\"fa\" data-icon=\"star\" class=\"svg-inline--fa fa-star fa-w-18\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 576 512\" aria-hidden=\"true\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg><\/div><\/span><\/div>\n\n\n\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-b1d2ed5\" id=\"a\" data-block-id=\"b1d2ed5\"><h4 class=\"stk-block-heading__text\">AI Algorithm<\/h4><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-stackable-image stk-block-image stk-block stk-9712fe8\" data-block-id=\"9712fe8\"><figure><span class=\"stk-img-wrapper stk-image--shape-stretch\"><img loading=\"lazy\" decoding=\"async\" class=\"stk-img wp-image-1293\" src=\"https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution4-scaled.png\" width=\"2560\" height=\"1248\" srcset=\"https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution4-scaled.png 2560w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution4-300x146.png 300w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution4-1024x499.png 1024w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution4-768x374.png 768w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution4-1536x749.png 1536w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/pollution4-2048x999.png 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/span><\/figure><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-c0ea83a\" data-block-id=\"c0ea83a\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Monitoring Screenshot&nbsp;<\/h2>\n\n\n\n<div class=\"wp-block-stackable-divider stk-block-divider has-text-align-left stk-block stk-5d3cbca is-style-bar\" data-block-id=\"5d3cbca\"><style>.stk-5d3cbca hr.stk-block-divider__hr{background:var(--ast-global-color-1) !important;border-radius:calc(3px \/ 2) !important;height:3px !important;width:36% !important;}<\/style><hr class=\"stk-block-divider__hr\"\/><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile has-background\" style=\"background-color:#fdf2d2\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"669\" src=\"https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/\u6cb3\u9053\u6c61\u67d31-1024x669.jpg\" alt=\"\" class=\"wp-image-1295 size-full\" srcset=\"https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/\u6cb3\u9053\u6c61\u67d31-1024x669.jpg 1024w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/\u6cb3\u9053\u6c61\u67d31-300x196.jpg 300w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/\u6cb3\u9053\u6c61\u67d31-768x502.jpg 768w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/\u6cb3\u9053\u6c61\u67d31.jpg 1281w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p style=\"font-size:20px\">The monitoring system detected pollution located in the river channel.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile has-background\" style=\"background-color:#fdf2d2\"><div class=\"wp-block-media-text__content\">\n<p style=\"font-size:20px\">The monitoring system detected birds near the drainage outlet.<\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"624\" src=\"https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/\u6cb3\u9053\u9e1f\u7c7b-1024x624.jpg\" alt=\"\" class=\"wp-image-1294 size-full\" srcset=\"https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/\u6cb3\u9053\u9e1f\u7c7b-1024x624.jpg 1024w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/\u6cb3\u9053\u9e1f\u7c7b-300x183.jpg 300w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/\u6cb3\u9053\u9e1f\u7c7b-768x468.jpg 768w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/\u6cb3\u9053\u9e1f\u7c7b-1536x936.jpg 1536w, https:\/\/guardexp.com\/wp-content\/uploads\/2025\/07\/\u6cb3\u9053\u9e1f\u7c7b.jpg 1752w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-560770d\" data-block-id=\"560770d\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<div class=\"wp-block-stackable-divider stk-block-divider has-text-align-left stk-block stk-95b7b87 is-style-bar\" data-block-id=\"95b7b87\"><style>.stk-95b7b87 hr.stk-block-divider__hr{background:var(--ast-global-color-1) !important;border-radius:calc(3px \/ 2) !important;height:3px !important;width:36% !important;}<\/style><hr class=\"stk-block-divider__hr\"\/><\/div>\n\n\n\n<div class=\"wp-block-group has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"background-color:#f2fff5\">\n<p class=\"has-medium-font-size\">The reason why our product is particularly suitable for the environmental monitoring field lies in its intelligence, real-time nature and systematicness. Firstly, the AI algorithm based on deep learning overcomes the recognition challenges in complex natural environments, ensuring the accurate capture of pollution indicators such as abnormal water color and floating objects. This is beyond the reach of traditional sensors or manual inspections. Secondly, the edge computing technology brings AI analysis to the network edge, achieving &#8220;second-second&#8221; perception and alarm of pollution incidents, solving the pain point of response delay and winning precious time for rapid pollution event handling. Finally, the system can seamlessly integrate into various river chief system platforms, water management groups or government emergency management systems, aggregating scattered monitoring data of pollution outlets into a unified regulatory view, forming a complete closed loop from intelligent perception, risk identification, real-time alarm to collaborative disposal, which greatly enhances the efficiency and coverage of environmental supervision.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Therefore, in the typical environmental monitoring scenario of river pollution, our solution not only effectively addresses the bottleneck problem of manual supervision, but also through technological innovation achieves forward-looking early warning and efficient management of environmental risks, providing reliable and intelligent technical support for safeguarding the ecological health of rivers and lakes. Its core architecture and capabilities can also be expanded and applied to a wider range of environmental monitoring and protection fields.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-stackable-spacer stk-block-spacer stk--no-padding stk-block stk-046430d\" data-block-id=\"046430d\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>River Pollution Background and challenges The key to water pollution control lies in managing the &#8220;outlets of wastewater discharge&#8221; (the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-1118","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/guardexp.com\/index.php?rest_route=\/wp\/v2\/pages\/1118","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/guardexp.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/guardexp.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/guardexp.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/guardexp.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1118"}],"version-history":[{"count":22,"href":"https:\/\/guardexp.com\/index.php?rest_route=\/wp\/v2\/pages\/1118\/revisions"}],"predecessor-version":[{"id":1336,"href":"https:\/\/guardexp.com\/index.php?rest_route=\/wp\/v2\/pages\/1118\/revisions\/1336"}],"wp:attachment":[{"href":"https:\/\/guardexp.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1118"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}