tag on yout theme's header.php Read the detailed step-by-step at https://humbertosilva.com/visual-composer-infinite-image-carousel/ */ // auxiliary code to create triggers for the add and remove class for later use (function($){ $.each(["addClass","removeClass"],function(i,methodname){ var oldmethod = $.fn[methodname]; $.fn[methodname] = function(){ oldmethod.apply( this, arguments ); this.trigger(methodname+"change"); return this; } }); })(jQuery); // main function for the infinite loop function vc_custominfiniteloop_init(vc_cil_element_id){ var vc_element = '#' + vc_cil_element_id; // because we're using this more than once let's create a variable for it window.maxItens = jQuery(vc_element).data('per-view'); // max visible items defined window.addedItens = 0; // auxiliary counter for added itens to the end // go to slides and duplicate them to the end to fill space jQuery(vc_element).find('.vc_carousel-slideline-inner').find('.vc_item').each(function(){ // we only need to duplicate the first visible images if (window.addedItens < window.maxItens) { if (window.addedItens == 0 ) { // the fisrt added slide will need a trigger so we know it ended and make it "restart" without animation jQuery(this).clone().addClass('vc_custominfiniteloop_restart').removeClass('vc_active').appendTo(jQuery(this).parent()); } else { jQuery(this).clone().removeClass('vc_active').appendTo(jQuery(this).parent()); } window.addedItens++; } }); // add the trigger so we know when to "restart" the animation without the knowing about it jQuery('.vc_custominfiniteloop_restart').bind('addClasschange', null, function(){ // navigate to the carousel element , I know, its ugly ... var vc_carousel = jQuery(this).parent().parent().parent().parent(); // first we temporarily change the animation speed to zero jQuery(vc_carousel).data('vc.carousel').transition_speed = 0; // make the slider go to the first slide without animation and because the fist set of images shown // are the same that are being shown now the slider is now "restarted" without that being visible jQuery(vc_carousel).data('vc.carousel').to(0); // allow the carousel to go to the first image and restore the original speed setTimeout("vc_cil_restore_transition_speed('"+jQuery(vc_carousel).prop('id')+"')",100); }); } // restore original speed setting of vc_carousel function vc_cil_restore_transition_speed(element_id){ // after inspecting the original source code the value of 600 is defined there so we put back the original here jQuery('#' + element_id).data('vc.carousel').transition_speed = 600; } // init jQuery(document).ready(function(){ // find all vc_carousel with the defined class and turn them into infine loop jQuery('.vc_custominfiniteloop').find('div[data-ride="vc_carousel"]').each(function(){ // allow time for the slider to be built on the page // because the slider is "long" we can wait a bit before adding images and events needed var vc_cil_element = jQuery(this).prop("id"); if (window.innerWidth <= 480) { // jQuery(vc_element).attr('data-per-view',1); jQuery('.vc_item').each(function(){ this.style.width = '25%' this.style.height = 'auto' }) } else { setTimeout("vc_custominfiniteloop_init('"+vc_cil_element+"')",2000); } }); }); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-TZHJ474'); var interval1 = setInterval(function(){ //console.log('ou no interval'); jQuery('.box-news .vc_gitem-zone-a').each(function() { if((!jQuery(this).css('background-image').includes('vc_gitem_image'))) { jQuery(this).css('background-image','none') } }) jQuery('.box-news .vc_gitem-zone-a a').each(function() { jQuery(this).attr('data-hover','Leia mais') }) }, 1000); setTimeout(function() { clearInterval(interval1); },5000); @font-face { font-family: "FontAwesome"; src: url("/local/fonts/fa-brands-400.eot"), url("/local/fonts/fa-brands-400.eot?#iefix") format("embedded-opentype"), url("/local/fonts/fa-brands-400.woff2") format("woff2"), url("/local/fonts/fa-brands-400.woff") format("woff"), url("/local/fonts/fa-brands-400.ttf") format("truetype"), url("/local/fonts/fa-brands-400.svg#fontawesome") format("svg"); } @font-face { font-family: "FontAwesome"; src: url("/local/fonts/fa-solid-900.eot"), url("/local/fonts/fa-solid-900.eot?#iefix") format("embedded-opentype"), url("/local/fonts/fa-solid-900.woff2") format("woff2"), url("/local/fonts/fa-solid-900.woff") format("woff"), url("/local/fonts/fa-solid-900.ttf") format("truetype"), url("/local/fonts/fa-solid-900.svg#fontawesome") format("svg"); } @font-face { font-family: "FontAwesome"; src: url("/local/fonts/fa-regular-400.eot"), url("/local/fonts/fa-regular-400.eot?#iefix") format("embedded-opentype"), url("/local/fonts/fa-regular-400.woff2") format("woff2"), url("/local/fonts/fa-regular-400.woff") format("woff"), url("/local/fonts/fa-regular-400.ttf") format("truetype"), url("/local/fonts/fa-regular-400.svg#fontawesome") format("svg"); unicode-range: U+F004-F005,U+F007,U+F017,U+F022,U+F024,U+F02E,U+F03E,U+F044,U+F057-F059,U+F06E,U+F070,U+F075,U+F07B-F07C,U+F080,U+F086,U+F089,U+F094,U+F09D,U+F0A0,U+F0A4-F0A7,U+F0C5,U+F0C7-F0C8,U+F0E0,U+F0EB,U+F0F3,U+F0F8,U+F0FE,U+F111,U+F118-F11A,U+F11C,U+F133,U+F144,U+F146,U+F14A,U+F14D-F14E,U+F150-F152,U+F15B-F15C,U+F164-F165,U+F185-F186,U+F191-F192,U+F1AD,U+F1C1-F1C9,U+F1CD,U+F1D8,U+F1E3,U+F1EA,U+F1F6,U+F1F9,U+F20A,U+F247-F249,U+F24D,U+F254-F25B,U+F25D,U+F267,U+F271-F274,U+F279,U+F28B,U+F28D,U+F2B5-F2B6,U+F2B9,U+F2BB,U+F2BD,U+F2C1-F2C2,U+F2D0,U+F2D2,U+F2DC,U+F2ED,U+F328,U+F358-F35B,U+F3A5,U+F3D1,U+F410,U+F4AD; } jQuery(document).ready(function(){ jQuery('.single-item').slick({ centerMode: true, centerPadding: '60px', slidesToShow: 5, variableWidth: true, autoplay: true, autoplaySpeed: 2000, responsive: [ { breakpoint: 768, settings: { arrows: false, centerMode: true, centerPadding: '40px', slidesToShow: 3 } }, { breakpoint: 520, settings: { arrows: false, centerMode: true, centerPadding: '40px', slidesToShow: 1 } } ] }); }); .single-item img { -webkit-filter: grayscale(100%); filter: grayscale(100%); } .single-item img:hover { -webkit-filter: grayscale(0); filter: grayscale(0); } 422n14

Wang, Zhihao; Li, Zhili; Xie, Yiqun; Souza Jr, Carlos; Pinheiro, Stefany. https://isprs-archives.copernicus.org/articles/XLVIII-3-2024/583/2024/

Abstract

Forests play an important role in the Earth systems for carbon sequestration and climate change mitigation, yet they have been increasingly disturbed by deforestation and forest degradation at an unprecedented pace. The Brazilian Amazon, for instance, experienced a 140% rise in deforestation from 2012 to 2020, with a record loss of 13,200 km2 between August 2020 and July 2021. Alarmingly, 87% of 2019 deforestation alerts occurred on private properties, with 61% in legally restricted areas. Existing deforestation monitoring systems, such as PRODES and the Global Forest Change dataset, use about 30m resolution satellite imagery, which is insufficient for operational validation at fine scales. The Deforestation Alert System by Imazon leverages high-resolution PlanetScope data (3-4m) but faces challenges due to fewer spectral bands and variations in reflectance values across different satellite sensors and dates. As a result, current validation is based mainly on manual inspection which is highly time-consuming. To address the challenges and automate the validation process, this work develops a system based on deep learning – known for its ability to capture complex texture patterns in high-resolution images – to inspect and confirm new deforestation sites. Specifically, the system takes inputs from potential deforestation sites suggested by coarse-resolution products and uses a pair of PlanetScope images before and after the change at each site to determine new deforestation (excluding existing deforestation). Our results demonstrate that the new system achieves robust and high-quality accuracy under various test conditions.


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