зеркало из https://github.com/microsoft/landcover.git
703 строки
26 KiB
HTML
703 строки
26 KiB
HTML
<!doctype html>
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<html lang="en">
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<head>
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<meta charset="utf-8">
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<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
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<meta name="description" content="">
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<meta name="author" content="">
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<link rel="icon" href="favicon.ico">
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<title>Land Cover Mapping</title>
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<!-- Core CSS -->
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<link href="css/leaflet.css" rel="stylesheet" />
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<link href="css/leaflet-slider.css" rel="stylesheet" />
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<link href="css/leaflet-sidebar.css" rel="stylesheet" />
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<link href="https://unpkg.com/leaflet-control-geocoder/dist/Control.Geocoder.css" rel="stylesheet" />
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<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet-easybutton@2/src/easy-button.css">
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<link href="//maxcdn.bootstrapcdn.com/font-awesome/4.1.0/css/font-awesome.min.css" rel="stylesheet">
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<style type="text/css">
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html, body {
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height: 100%;
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height: 100%;
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}
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body {
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padding: 0;
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margin: 0;
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}
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#map {
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width: 100%;
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height: 100%;
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min-height: 100%;
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}
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.leaflet-control-slider{
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border-radius: 2px;
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}
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.sidebar{
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border: 0 !important;
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right: 20px !important;
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}
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.sidebar-content{
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right: 0 !important;
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}
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.sidebar-header{
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background-color: #19715E;
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font-family: "Segoe UI Web (West European)",Segoe UI,-apple-system,BlinkMacSystemFont,Roboto,Helvetica Neue,sans-serif;
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font-size: 1.2em;
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letter-spacing: .1rem;
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font-weight: 400;
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color: white;
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}
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.sidebar-tabs{
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background-color: rgba(255, 255, 255, 0.95);
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}
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#inputNAIP{
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width: 125px;
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height: 125px;
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margin: 10px;
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}
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.exampleImage{
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width: 125px;
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height: 125px;
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margin: 10px;
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}
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.exampleImage.active{
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border: 2px solid red;
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}
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.leaflet-image-layer.gray{
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filter: grayscale(66%);
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}
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.slider{
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height: 25px;
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width: 100%;
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}
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input[type=button] {
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color: #ccc;
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background-color: #595959;
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border: solid 3px #6e6e6e;
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width: 85%;
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height: 40px;
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}
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input[type=button]:hover{
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cursor: pointer;
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cursor: hand;
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text-decoration: none;
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color: #fff;
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}
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a.leaflet-control-slider-toggle {
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width: 171px;
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}
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.logo-area{
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background-color: #19715E;
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width:300px;
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height:70px;
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display: flex !important;
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flex-basis: auto;
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flex-grow: 1;
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align-items: center;
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font-family: "Segoe UI Web (West European)",Segoe UI,-apple-system,BlinkMacSystemFont,Roboto,Helvetica Neue,sans-serif;
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}
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.logo-text{
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font-size: 1.7em;
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letter-spacing: .1rem;
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font-weight: 400;
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line-height: 1.5;
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color: white;
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padding: 2px;
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padding-right: 2rem;
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padding-left: 2rem;
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}
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.logo-link{
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font-size: 100%;
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font-weight: 400;
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color: white;
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padding-right: 1.5rem;
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padding-left: 1.5rem;
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}
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.m-0{
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margin: 0 !important;
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}
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.leaflet-container .logo-area a {
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color: #19715E;
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}
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.leaflet-container .logo-area a:hover {
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color: #25A782;
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}
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</style>
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</head>
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<body>
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<!--
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<nav class="navbar navbar-solid navbar-fixed-top">
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<a class="" href=".">
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<figure class="m-0">
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<span class="logo-text"> AI for Earth </span>
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</figure>
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</a>
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<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle navigation">
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<span class="navbar-toggler-icon"></span>
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</button>
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<div class="collapse navbar-collapse" id="navbarSupportedContent">
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<ul class="navbar-nav mr-sm-auto">
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<li class="nav-item mx-xl-5">
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<a class="nav-link text-capitalize text-white px-sm-4 small" href="https://www.microsoft.com/en-us/ai-for-earth/land-cover-mapping-api">About</a>
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</li>
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</ul>
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</div>
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</nav>
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-->
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<div id="map"></div>
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<div id="sidebar" class="sidebar">
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<!-- Tab panes -->
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<div class="sidebar-content">
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<!-- Start of "home" tab -->
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<div class="sidebar-pane" id="home">
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<h1 class="sidebar-header">
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Land Cover Mapping
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<!--
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<span class="sidebar-close">
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<i class="fa fa-caret-right"></i>
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</span>
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-->
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</h1>
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<div style="text-align: center; margin-bottom:10px;" id="inputImages">
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<h3>NAIP Input</h3>
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<img id="inputNAIP">
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</div>
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<div style="text-align: center; margin-bottom:10px; width:100%;" id="exampleImages">
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<h3>Land Cover Predictions</h3>
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<div id="exampleImageList">
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</div>
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</div>
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<div style="text-align: center; margin-bottom:10px;" id="classAdjustments">
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<h3>Change Class Weights</h3>
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<table style="width:100%;">
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<tr>
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<td style="text-align: center;">Water</td>
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<td>
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<img src="css/images/Water.png" />
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</td>
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<td style="width:30px;" id="waterVal">25</td>
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<td>
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<input type="range" min="1" max="100" value="25" class="slider" id="waterRange">
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</td>
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</tr>
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<tr>
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<td style="text-align: center;">Forest</td>
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<td>
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<img src="css/images/Forest.png" />
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</td>
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<td style="width:30px;" id="forestVal">25</td>
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<td>
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<input type="range" min="1" max="100" value="25" class="slider" id="forestRange">
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</td>
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</tr>
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<tr>
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<td style="text-align: center;">Field</td>
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<td>
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<img src="css/images/Field.png" />
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</td>
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<td style="width:30px;" id="fieldVal">25</td>
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<td>
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<input type="range" min="1" max="100" value="25" class="slider" id="fieldRange">
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</td>
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</tr>
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<tr>
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<td style="text-align: center;">Built</td>
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<td>
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<img src="css/images/Built.png" />
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</td>
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<td style="width:30px;" id="builtVal">25</td>
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<td>
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<input type="range" min="1" max="100" value="25" class="slider" id="builtRange">
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</td>
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</tr>
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</table>
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</div>
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</div>
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<!-- End of "home" tab -->
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</div>
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</div>
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<!-- Core JavaScript
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================================================== -->
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<script src="js/jquery-3.3.1.min.js"></script>
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<!-- Leaflet JavaScript
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================================================== -->
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<script src="js/leaflet.js" type="text/javascript"></script>
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<script src="js/leaflet-slider.js" type="text/javascript"></script>
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<script src="js/leaflet-sidebar.min.js" type="text/javascript"></script>
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<script src="https://unpkg.com/leaflet-control-geocoder/dist/Control.Geocoder.js" type="text/javascript"></script>
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<script src="https://cdn.jsdelivr.net/npm/leaflet-easybutton@2/src/easy-button.js" type="text/javascript"></script>
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<!-- List of backend URLS to query
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================================================== -->
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<script src="endpoints.js" type="text/javascript"></script>
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<script type="text/javascript">
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var processingServiceURL = ENDPOINTS[0]["url"];
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var START_CENTER = [38, -94]; // lat, lon
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var START_ZOOM = 4;
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var SELECTION_SIZE = 200; // in meters, probably
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var selectionBox = null;
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var currentSelection = null;
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var exampleImgsList = [];
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var currentPatches = [];
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var currentPatchSrcs = [];
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var currentPatchModelIDs = [];
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var soft0_hard1 = 1;
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var active_im_id = 0;
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var weights = [0.25, 0.25, 0.25, 0.25];
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var requestPatches = function(polygon, weights_save, map){
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// Request input image from the first server we know about
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requestInputPatch(polygon, ENDPOINTS[0]["url"]);
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// Setup placeholders for the predictions from the current click to be saved to
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currentPatches.push(null);
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currentPatchSrcs.push(Object());
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currentPatchModelIDs.push(Object());
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var idx = currentPatches.length-1;
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for(var i=0; i<ENDPOINTS.length; i++){
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//console.debug("Running requestPatch on " + ENDPOINTS[i]["url"]);
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currentPatchSrcs[idx][i] = null;
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currentPatchModelIDs[idx][i] = null;
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requestPatch(polygon, weights_save, map, idx, i, ENDPOINTS[i]["url"]);
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}
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};
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var requestInputPatch = function(polygon, serviceURL){
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var topleft = L.latLng(polygon[0][0], polygon[0][1]);
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var topleftProjected = L.CRS.EPSG3857.project(topleft);
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var bottomright = L.latLng(polygon[2][0], polygon[2][1]);
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var bottomrightProjected = L.CRS.EPSG3857.project(bottomright);
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var request = {
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"extent": {
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"xmax": bottomrightProjected.x,
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"xmin": topleftProjected.x,
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"ymax": topleftProjected.y,
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"ymin": bottomrightProjected.y,
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"spatialReference": {
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"latestWkid": 3857
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}
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},
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};
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$.ajax({
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type: "POST",
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url: serviceURL + "getInput",
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data: JSON.stringify(request),
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success: function(data, textStatus, jqXHR){
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var resp = data;
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$("#inputNAIP").attr("src", "data:image/png;base64," + resp.input_naip);
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},
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error: function(jqXHR, textStatus, errorThrown){
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var response = $.parseJSON(jqXHR.responseText);
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console.log("Error in processing server: " + response.error);
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},
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dataType: "json",
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contentType: "application/json"
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});
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};
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var requestPatch = function(polygon, weights_save, map, requestIdx, patchId, serviceURL=processingServiceURL){
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var topleft = L.latLng(polygon[0][0], polygon[0][1]);
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var topleftProjected = L.CRS.EPSG3857.project(topleft);
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var bottomright = L.latLng(polygon[2][0], polygon[2][1]);
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var bottomrightProjected = L.CRS.EPSG3857.project(bottomright);
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var request = {
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"extent": {
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"xmax": bottomrightProjected.x,
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"xmin": topleftProjected.x,
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"ymax": topleftProjected.y,
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"ymin": bottomrightProjected.y,
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"spatialReference": {
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"latestWkid": 3857
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}
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},
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"weights": weights_save,
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};
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$.ajax({
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type: "POST",
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url: serviceURL + "predPatch",
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data: JSON.stringify(request),
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success: function(data, textStatus, jqXHR){
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var resp = data;
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var srcs = [
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"data:image/png;base64," + resp.output_soft,
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"data:image/png;base64," + resp.output_hard,
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];
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var img = $("#exampleImage_"+patchId);
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if (patchId == active_im_id) {
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img.addClass("active");
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}
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img.attr("src", srcs[soft0_hard1]);
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img.attr("data-name", resp.model_name);
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img.attr("data-weights", JSON.stringify(resp.weights));
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exampleImgsList[patchId] = img;
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if(patchId == active_im_id){
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var imageLayer = L.imageOverlay(srcs[soft0_hard1],
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L.polygon(polygon).getBounds()).addTo(map);
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currentPatches[requestIdx] = imageLayer;
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}
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currentPatchSrcs[requestIdx][patchId] = srcs;
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currentPatchModelIDs[requestIdx] = active_im_id;
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},
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error: function(jqXHR, textStatus, errorThrown){
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var response = $.parseJSON(jqXHR.responseText);
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console.log("Error in processing server: " + response.error);
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},
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dataType: "json",
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contentType: "application/json"
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});
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};
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var getPolyAround = function(latlon, radius){
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// We convert the input lat/lon into the EPSG3857 projection,
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// define our square, then re-convert to lat/lon
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var latlonProjected = L.CRS.EPSG3857.project(latlon);
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var x = latlonProjected.x;
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var y = latlonProjected.y;
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var top = y + radius/2;
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var bottom = y - radius/2;
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var left = x - radius/2;
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var right = x + radius/2;
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top = Math.round(top);
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bottom = Math.round(bottom);
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left = Math.round(left);
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right = Math.round(right);
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// left/right are "x" points while top/bottom are the "y" points
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var topleft = L.CRS.EPSG3857.unproject(L.point(left, top));
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var bottomright = L.CRS.EPSG3857.unproject(L.point(right, bottom));
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return [[topleft.lat, topleft.lng],
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[topleft.lat, bottomright.lng],
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[bottomright.lat, bottomright.lng],
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[bottomright.lat, topleft.lng]];
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};
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$(document).ready(function(){
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var sliderRanges = [
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$("#waterRange"),
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$("#forestRange"),
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$("#fieldRange"),
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$("#builtRange")
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];
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var sliderVals = [
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$("#waterVal"),
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$("#forestVal"),
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$("#fieldVal"),
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$("#builtVal")
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];
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//----------------------------------------------------------------------
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// Setup map layers
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//----------------------------------------------------------------------
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var OpenStreetMap_Mapnik = L.tileLayer('https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', {
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maxZoom: 19,
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attribution: '© <a href="https://www.openstreetmap.org/copyright">OpenStreetMap</a> contributors'
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});
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var Esri_WorldImagery = L.tileLayer('https://server.arcgisonline.com/ArcGIS/rest/services/World_Imagery/MapServer/tile/{z}/{y}/{x}', {
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attribution: 'Tiles © Esri — Source: Esri, i-cubed, USDA, USGS, AEX, GeoEye, Getmapping, Aerogrid, IGN, IGP, UPR-EGP, and the GIS User Community'
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});
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var interesting_locations = [
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L.marker([47.60, -122.15]).bindPopup('Bellevue, WA'),
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L.marker([39.74, -104.99]).bindPopup('Denver, CO'),
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L.marker([37.53, -77.44]).bindPopup('Richmond, VA'),
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];
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var cities = L.layerGroup(interesting_locations);
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var map = L.map('map', {
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zoomControl: false,
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crs: L.CRS.EPSG3857, // this is a default, but I'm setting it to be explicit about what CRS we are in
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center: START_CENTER,
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zoom: START_ZOOM,
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layers: [Esri_WorldImagery, cities]
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});
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//---------------------------------------------------------------------
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// Setup AI4E Branding
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//----------------------------------------------------------------------
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var logoControl = $("<div class='leaflet-control logo-area'></div>");
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logoControl.append("<a href='.' style='text-decoration: underline;' class='.m-0'><span class='logo-text'> AI for Earth </span></a>");
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logoControl.append("<a href='https://www.microsoft.com/en-us/ai-for-earth/land-cover-mapping-api' style='text-decoration: underline;'><span class='logo-link'>About</span></a>");
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$(".leaflet-top.leaflet-left").append(logoControl)
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//----------------------------------------------------------------------
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// Setup leaflet-control-geocoder plugin
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//----------------------------------------------------------------------
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L.Control.geocoder({
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collapsed: false,
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position:'topleft',
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defaultMarkGeocode: true
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}).addTo(map);
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//----------------------------------------------------------------------
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// Custom initialization of the map zoom controls so that we can
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// position it where we want
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//----------------------------------------------------------------------
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L.control.zoom({
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position:'topleft'
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}).addTo(map);
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|
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//----------------------------------------------------------------------
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// Setup the leaflet-easybutton plugin to reset the map to its initial
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// position
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//----------------------------------------------------------------------
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L.easyButton(
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'fa-undo', function(btn, map) {
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map.closePopup();
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map.setView(START_CENTER, START_ZOOM);
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},
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).addTo(map);
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//----------------------------------------------------------------------
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// Setup layer picker and initialize the "interesting points" click
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// handlers
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//----------------------------------------------------------------------
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var baseMaps = {
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"OpenStreetMap Mapnik": OpenStreetMap_Mapnik,
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"ESRI World Imagery": Esri_WorldImagery
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};
|
|
var overlayMaps = {
|
|
"Interesting Points": cities
|
|
};
|
|
|
|
for(var i=0;i<interesting_locations.length;i++){
|
|
interesting_locations[i].on('click', function(e){
|
|
map.setView(e.latlng, 13);
|
|
});
|
|
}
|
|
L.control.layers(
|
|
baseMaps, overlayMaps, {
|
|
collapsed:false,
|
|
position:"bottomleft"
|
|
}
|
|
).addTo(map);
|
|
|
|
//----------------------------------------------------------------------
|
|
// Setup leaflet-slider plugin, we make two sliders to control opacity
|
|
// and selection window size
|
|
//----------------------------------------------------------------------
|
|
L.control.slider( // opacity slider
|
|
function(value){
|
|
map.getPane('overlayPane').style.opacity = value / 100.0;
|
|
}, {
|
|
position: 'bottomleft',
|
|
id: 'opacity_slider',
|
|
orientation: 'horizontal',
|
|
collapsed: true,
|
|
syncSlider: true,
|
|
min: 0,
|
|
max: 100,
|
|
value: 100,
|
|
logo: "Opacity",
|
|
size: "171px"
|
|
}
|
|
).addTo(map);
|
|
|
|
L.control.slider( // sharpness slider
|
|
function(value){
|
|
soft0_hard1 = value;
|
|
for(idx=0; idx<currentPatches.length; idx++){
|
|
active_im_id = currentPatchModelIDs[idx];
|
|
currentPatches[idx].setUrl(currentPatchSrcs[idx][active_im_id][soft0_hard1]);
|
|
}
|
|
|
|
if(currentPatchModelIDs.length>0){
|
|
last_idx = currentPatchSrcs.length-1;
|
|
for(idx=0; idx<exampleImgsList.length; idx++){
|
|
exampleImgsList[idx].attr("src",
|
|
currentPatchSrcs[last_idx][idx][soft0_hard1]);
|
|
}
|
|
}
|
|
}, {
|
|
position: 'bottomleft',
|
|
id: 'soft_hard_slider',
|
|
orientation: 'horizontal',
|
|
collapsed: true,
|
|
syncSlider: true,
|
|
min: 0,
|
|
max: 1,
|
|
value: 1,
|
|
logo: "Sharpness",
|
|
size: "171px"
|
|
}
|
|
).addTo(map);
|
|
|
|
L.control.slider( // window size slider
|
|
function(value){
|
|
SELECTION_SIZE = value;
|
|
}, {
|
|
position: 'bottomleft',
|
|
id: 'selection_size_slider',
|
|
orientation: 'horizontal',
|
|
collapsed: true,
|
|
syncSlider: true,
|
|
min: 50,
|
|
max: 700,
|
|
value: 500,
|
|
logo: "Patch Size",
|
|
size: "171px"
|
|
}
|
|
).addTo(map);
|
|
|
|
//----------------------------------------------------------------------
|
|
// Setup leaflet-sidebar-v2 and open the "#home" tab
|
|
//----------------------------------------------------------------------
|
|
var sidebar = L.control.sidebar(
|
|
'sidebar', {
|
|
position: 'right'
|
|
}
|
|
).addTo(map);
|
|
sidebar.open("home")
|
|
|
|
//----------------------------------------------------------------------
|
|
// Setup map selection handlers
|
|
//----------------------------------------------------------------------
|
|
map.addEventListener('mousemove', function(e){
|
|
curSelPoly = getPolyAround(e.latlng, SELECTION_SIZE)
|
|
|
|
if(selectionBox === null){
|
|
selectionBox = L.polygon(curSelPoly, {
|
|
color: "#000000",
|
|
fillColor: "#ffffff",
|
|
weight: 2
|
|
});
|
|
selectionBox.addTo(map);
|
|
}else{
|
|
selectionBox.setLatLngs(curSelPoly);
|
|
}
|
|
});
|
|
|
|
map.addEventListener('click', function(e){
|
|
curSelPoly = getPolyAround(e.latlng, SELECTION_SIZE);
|
|
|
|
if(currentSelection === null){ // This condition creates the red selection box on the first click
|
|
currentSelection = L.polygon(curSelPoly, {
|
|
color: "#ff0000",
|
|
fillColor: "#ffffff",
|
|
weight: 2
|
|
});
|
|
currentSelection.addTo(map);
|
|
}else{
|
|
currentSelection.setLatLngs(curSelPoly);
|
|
}
|
|
|
|
requestPatches(curSelPoly, weights, map);
|
|
});
|
|
|
|
//----------------------------------------------------------------------
|
|
// Setup adjustment sliders
|
|
//----------------------------------------------------------------------
|
|
var updateWeights = function(){
|
|
|
|
var sumVal = 0;
|
|
for(var j=0;j<sliderRanges.length;j++){
|
|
sumVal += parseFloat(sliderRanges[j].val());
|
|
}
|
|
for(var j=0;j<weights.length;j++){
|
|
weights[j] = parseFloat(sliderRanges[j].val()) / sumVal;
|
|
}
|
|
|
|
for(var j=0;j<weights.length;j++){
|
|
var value = Math.round((Math.round(weights[j]*100)/100)*100);
|
|
sliderRanges[j].val(value);
|
|
sliderVals[j].html(value);
|
|
}
|
|
}
|
|
|
|
for(var i=0;i<sliderRanges.length;i++){
|
|
sliderRanges[i].on("input", function(){
|
|
updateWeights();
|
|
});
|
|
}
|
|
|
|
//----------------------------------------------------------------------
|
|
// Setup the example images list
|
|
//----------------------------------------------------------------------
|
|
for(var i=0; i<ENDPOINTS.length; i++){
|
|
var img = $("<img class='exampleImage'>");
|
|
img.attr("im-id", i);
|
|
img.attr("id", "exampleImage_"+i);
|
|
$("#exampleImageList").append(img);
|
|
exampleImgsList.push(img);
|
|
}
|
|
|
|
$(".exampleImage").click(function(){
|
|
$(".exampleImage").removeClass("active");
|
|
$(this).addClass("active");
|
|
active_im_id = $(this).attr("im-id")
|
|
|
|
idx = currentPatches.length-1;
|
|
currentPatches[idx].setUrl(currentPatchSrcs[idx][active_im_id][soft0_hard1]);
|
|
$(this).attr("src", currentPatchSrcs[idx][active_im_id][soft0_hard1]);
|
|
currentPatchModelIDs[idx] = active_im_id;
|
|
});
|
|
|
|
});
|
|
|
|
|
|
</script>
|
|
</body>
|
|
|
|
</html>
|