Update templates/index.html
Browse files- templates/index.html +684 -684
templates/index.html
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<!DOCTYPE html>
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<html>
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<head>
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<title>Madura weather</title>
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<meta charset="utf-8" />
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<link
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rel="stylesheet"
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href="https://unpkg.com/leaflet@1.9.4/dist/leaflet.css"
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/>
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<style>
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body {
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font-family: Arial, sans-serif;
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margin: 0;
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padding: 0;
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min-height: 100vh;
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background-color: #f4f4f4;
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display: flex; /* Menggunakan flexbox untuk konten utama */
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flex-direction: column;
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}
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html,
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body,
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#map {
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height: 100%;
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margin: 0;
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padding: 0;
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}
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/* ================= LEGEND ================= */
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/* Mengubah posisi z-index untuk mencegah tumpang tindih */
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.legend {
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position: absolute;
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bottom: 30px;
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left: 20px;
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background: white;
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padding: 10px;
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line-height: 1.5;
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border-radius: 6px;
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box-shadow: 0 0 10px rgba(0, 0, 0, 0.3);
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font-size: 13px;
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z-index: 9999;
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}
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.legend h4 {
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margin: 0 0 5px 0;
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font-size: 14px;
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font-weight: bold;
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}
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.legend .item {
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display: flex;
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align-items: flex-start;
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gap: 6px;
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margin-bottom: 5px;
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}
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.legend .swatch {
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width: 18px;
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height: 12px;
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border: 1px solid #444;
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flex-shrink: 0;
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margin-top: 3px;
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}
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.legend .text-content {
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display: flex;
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flex-direction: column;
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text-align: left;
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}
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/* ================= NAVBAR ================= */
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.navbar {
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display: flex;
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justify-content: space-between;
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align-items: center;
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background: #1a73e8;
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padding: 10px 20px;
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color: white;
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box-shadow: 0 2px 6px rgba(0, 0, 0, 0.3);
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position: relative;
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z-index: 10000;
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}
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.navbar .brand {
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font-size: 18px;
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font-weight: bold;
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}
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.navbar .menu {
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list-style: none;
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display: flex;
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gap: 20px;
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margin: 0;
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padding: 0;
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}
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.navbar .menu li a {
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color: white;
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text-decoration: none;
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}
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/* ================= CLUSTER CONTROL ================= */
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.clustering-controls {
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position: absolute;
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top: 80px;
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left: 20px;
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width: 300px;
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background: white;
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border-radius: 10px;
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padding: 15px;
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box-shadow: 0 4px 15px rgba(0, 0, 0, 0.3);
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z-index: 9999;
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}
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.clustering-controls h3 {
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color: #1a73e8;
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margin-top: 0;
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border-bottom: 1px solid #eee;
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padding-bottom: 8px;
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}
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.clustering-controls select,
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.clustering-controls input[type="number"] {
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width: 100%;
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padding: 8px;
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margin-bottom: 10px;
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border: 1px solid #ccc;
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}
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.clustering-controls button {
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width: 100%;
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padding: 10px;
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background: #4caf50;
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border: none;
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border-radius: 5px;
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color: white;
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font-weight: bold;
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cursor: pointer;
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}
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.clustering-controls button:hover {
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background: #45a049;
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}
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#notificationBox {
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margin-top: 15px;
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padding: 10px;
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border-radius: 4px;
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font-size: 12px;
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}
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/* ================= TABEL INTERPRETASI ================= */
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#interpretasiKlaster {
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width: 100%;
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margin-top: 15px;
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border-collapse: collapse;
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font-size: 11px;
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display: none;
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}
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#interpretasiKlaster th,
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#interpretasiKlaster td {
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border: 1px solid #ddd;
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padding: 6px;
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text-align: center;
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}
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#interpretasiKlaster th {
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background: #f2f2f2;
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}
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/* ================= CHART BOX ================= */
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#chartBox {
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position: absolute;
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top: 80px;
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right: 20px;
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width: 450px;
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background: white;
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border-radius: 10px;
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padding: 15px;
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box-shadow: 0 4px 15px rgba(0, 0, 0, 0.3);
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z-index: 9999;
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display: none;
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}
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</style>
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<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
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<script src="https://unpkg.com/leaflet@1.9.4/dist/leaflet.js"></script>
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</head>
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<body>
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<header>
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<nav class="navbar">
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<div class="brand">Madura Weather</div>
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<ul class="menu">
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<li><a href="/">Homepage</a></li>
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<li><a href="/crop">Recomendation Plant</a></li>
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<li><a href="/cuaca">Image Prediction</a></li>
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<li><a href="/about">About</a></li>
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</ul>
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</nav>
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</header>
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<div id="map">
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<button
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onclick="toggleControls(true)"
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style="
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position: absolute;
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top: 80px;
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left: 20px;
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z-index: 10001;
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padding: 5px 10px;
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background: #1a73e8;
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color: white;
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border: none;
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border-radius: 5px;
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cursor: pointer;
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"
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id="showControlsBtn"
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>
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▶ Control
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</button>
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<div
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class="clustering-controls"
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id="clusteringControlsPanel"
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style="display: none"
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>
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<div
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style="
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display: flex;
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justify-content: space-between;
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align-items: center;
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"
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>
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<h3>Clustering Simulation (K-Means)</h3>
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<button
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onclick="toggleControls(false)"
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style="
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border: none;
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background: none;
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font-size: 20px;
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cursor: pointer;
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color: #1a73e8;
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"
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>
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✖
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</button>
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</div>
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<div id="controlsContent">
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<div class="date-inputs" style="display: flex; gap: 10px">
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<input
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type="number"
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id="tglInput"
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value="1"
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min="1"
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max="31"
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placeholder="Tanggal"
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/>
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<input
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type="number"
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id="blnInput"
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value="1"
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min="1"
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max="12"
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placeholder="Bulan"
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/>
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<input
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type="number"
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id="tahunInput"
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value="2024"
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min="2020"
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max="2030"
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placeholder="Tahun"
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/>
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</div>
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<button onclick="runClustering()">
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Run Clustering in 4 Districts
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</button>
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<div id="notificationBox"></div>
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<table id="interpretasiKlaster"></table>
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</div>
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</div>
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<div id="chartBox">
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<div style="display: flex; justify-content: space-between">
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<h4 id="chartTitle"></h4>
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<button
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onclick="tutupChart()"
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style="
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border: none;
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background: none;
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font-size: 20px;
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cursor: pointer;
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"
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>
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✖
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</button>
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</div>
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<canvas id="forecastChart"></canvas>
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</div>
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<button
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onclick="toggleLegend(true)"
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style="
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position: absolute;
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bottom: 30px;
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left: 20px;
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z-index: 10001;
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padding: 5px 10px;
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background: #1a73e8;
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color: white;
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border: none;
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border-radius: 5px;
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cursor: pointer;
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"
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id="showLegendBtn"
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>
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▶ Open Clustering
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</button>
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<div class="legend" id="clusterLegendPanel" style="display: none">
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<div
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style="
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display: flex;
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justify-content: space-between;
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align-items: center;
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"
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>
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<h4 id="legendTitle">Districts</h4>
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<button
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onclick="toggleLegend(false)"
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style="
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border: none;
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background: none;
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font-size: 20px;
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cursor: pointer;
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color: #333;
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"
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>
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✖
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</button>
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</div>
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<div id="legendContent"></div>
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</div>
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</div>
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<script>
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/* ====================== TOGGLE FUNCTIONS (SIDEBAR STYLE) ====================== */
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/**
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* Mengubah tampilan panel Clustering Controls (Sidebar)
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* @param {boolean} show - true untuk menampilkan panel, false untuk menyembunyikan.
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*/
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function toggleControls(show) {
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const panel = document.getElementById("clusteringControlsPanel");
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const showBtn = document.getElementById("showControlsBtn");
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if (show) {
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panel.style.display = "block";
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showBtn.style.display = "none";
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} else {
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panel.style.display = "none";
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showBtn.style.display = "block";
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}
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}
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/**
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* Mengubah tampilan panel Legend (Sidebar Bawah)
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* @param {boolean} show - true untuk menampilkan panel, false untuk menyembunyikan.
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*/
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function toggleLegend(show) {
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const panel = document.getElementById("clusterLegendPanel");
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const showBtn = document.getElementById("showLegendBtn");
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if (show) {
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panel.style.display = "block";
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showBtn.style.display = "none";
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} else {
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panel.style.display = "none";
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// Hanya tampilkan tombol buka legend jika map sudah dimuat
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if (geoJsonLayer) showBtn.style.display = "block";
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}
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}
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/* ====================== CHART ====================== */
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let chartInstance = null;
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function tutupChart() {
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document.getElementById("chartBox").style.display = "none";
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if (chartInstance) chartInstance.destroy();
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}
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function tampilkanGrafik(kabupaten, data) {
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document.getElementById("chartBox").style.display = "block";
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document.getElementById(
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"chartTitle"
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).innerText = `Weather Forecasting ${kabupaten}`;
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const labels = [...data.last_days.dates, ...data.forecast.dates];
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const lastData = data.last_days.values.map((v) => v[0]);
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const forecastData = data.forecast.values.map((v) => v[0]);
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const ctx = document.getElementById("forecastChart");
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if (chartInstance) chartInstance.destroy();
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chartInstance = new Chart(ctx, {
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type: "line",
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data: {
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labels: labels,
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datasets: [
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{
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label: "Last 3 Days",
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data: lastData,
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borderColor: "#42a5f5",
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backgroundColor: "rgba(66, 165, 245, 0.5)",
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},
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{
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label: "5 Day Forecast",
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data: Array(lastData.length).fill(null).concat(forecastData),
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borderColor: "#ef5350",
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borderDash: [6, 4],
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backgroundColor: "transparent",
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},
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],
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},
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options: {
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responsive: true,
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plugins: {
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legend: { position: "top" },
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title: { display: true, text: "Average Temperature(°C)" },
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},
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scales: {
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y: { beginAtZero: false },
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},
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},
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});
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}
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| 431 |
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/* ====================== MAP ====================== */
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| 433 |
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const clusterColors = { 0: "#5e35b1", 1: "#00897b", 2: "#fdd835" };
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| 434 |
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const defaultWarnaKab = {
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Bangkalan: "#e41a1c",
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Sampang: "#377eb8",
|
| 437 |
-
Pamekasan: "#4daf4a",
|
| 438 |
-
Sumenep: "#984ea3",
|
| 439 |
-
};
|
| 440 |
-
const kabupatenList = ["Bangkalan", "Sampang", "Pamekasan", "Sumenep"];
|
| 441 |
-
|
| 442 |
-
var map = L.map("map").setView([-7.0, 113.9], 10);
|
| 443 |
-
var geoJsonLayer = null;
|
| 444 |
-
var clusterResults = {};
|
| 445 |
-
|
| 446 |
-
L.tileLayer("https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png").addTo(
|
| 447 |
-
map
|
| 448 |
-
);
|
| 449 |
-
|
| 450 |
-
function styleFeature(feature) {
|
| 451 |
-
const nama = feature.properties.nm_dati2;
|
| 452 |
-
const clusterId = clusterResults[nama];
|
| 453 |
-
|
| 454 |
-
if (clusterId !== undefined && clusterId !== null) {
|
| 455 |
-
return {
|
| 456 |
-
color: "#333",
|
| 457 |
-
fillColor: clusterColors[clusterId] || "#ccc",
|
| 458 |
-
fillOpacity: 0.8,
|
| 459 |
-
weight: 2,
|
| 460 |
-
};
|
| 461 |
-
}
|
| 462 |
-
|
| 463 |
-
return {
|
| 464 |
-
color: "#444",
|
| 465 |
-
fillColor: defaultWarnaKab[nama] || "#ccc",
|
| 466 |
-
fillOpacity: 0.6,
|
| 467 |
-
weight: 1,
|
| 468 |
-
};
|
| 469 |
-
}
|
| 470 |
-
|
| 471 |
-
function updateLegend(mode) {
|
| 472 |
-
const legendContent = document.getElementById("legendContent");
|
| 473 |
-
const legendTitle = document.getElementById("legendTitle");
|
| 474 |
-
legendContent.innerHTML = "";
|
| 475 |
-
|
| 476 |
-
// Pastikan legend terbuka setelah clustering berhasil
|
| 477 |
-
toggleLegend(true);
|
| 478 |
-
|
| 479 |
-
if (mode === "kabupaten") {
|
| 480 |
-
legendTitle.innerHTML = "Kabupaten";
|
| 481 |
-
Object.keys(defaultWarnaKab).forEach((kab) => {
|
| 482 |
-
legendContent.innerHTML += `
|
| 483 |
-
<div class="item">
|
| 484 |
-
<span class="swatch" style="background:${defaultWarnaKab[kab]}"></span>
|
| 485 |
-
<div class="text-content">${kab}</div>
|
| 486 |
-
</div>`;
|
| 487 |
-
});
|
| 488 |
-
} else {
|
| 489 |
-
legendTitle.innerHTML = "Klaster Cuaca";
|
| 490 |
-
|
| 491 |
-
const clusterDescriptions = {
|
| 492 |
-
0: {
|
| 493 |
-
stats:
|
| 494 |
-
"Rata-rata Suhu 33.2°C, Curah Hujan 100.0 mm, Kelembaban 78.7%",
|
| 495 |
-
type: "Hari Hujan Lebat dan Panas",
|
| 496 |
-
},
|
| 497 |
-
1: {
|
| 498 |
-
stats:
|
| 499 |
-
"Rata-rata Suhu 32.7°C, Curah Hujan 0.0 mm, Kelembaban 73.5%",
|
| 500 |
-
type: "Hari Kering dan Panas",
|
| 501 |
-
},
|
| 502 |
-
2: {
|
| 503 |
-
stats:
|
| 504 |
-
"Rata-rata Suhu 31.3°C, Curah Hujan 96.4 mm, Kelembaban 86.7%",
|
| 505 |
-
type: "Hari Hujan Lebat dan Dingin/Sejuk",
|
| 506 |
-
},
|
| 507 |
-
};
|
| 508 |
-
Object.keys(clusterColors).forEach((i) => {
|
| 509 |
-
legendContent.innerHTML += `
|
| 510 |
-
<div class="item">
|
| 511 |
-
<span class="swatch" style="background:${clusterColors[i]}"></span>
|
| 512 |
-
<div class="text-content">
|
| 513 |
-
<b>Klaster ${i}</b> (${clusterDescriptions[i].type})<br>
|
| 514 |
-
<small>${clusterDescriptions[i].stats}</small>
|
| 515 |
-
</div>
|
| 516 |
-
</div>
|
| 517 |
-
`;
|
| 518 |
-
});
|
| 519 |
-
}
|
| 520 |
-
}
|
| 521 |
-
|
| 522 |
-
function loadKabupatenLayer() {
|
| 523 |
-
if (geoJsonLayer) map.removeLayer(geoJsonLayer);
|
| 524 |
-
|
| 525 |
-
clusterResults = {};
|
| 526 |
-
updateLegend("kabupaten");
|
| 527 |
-
|
| 528 |
-
// Sembunyikan Kontrol dan Legend saat memuat peta
|
| 529 |
-
toggleControls(false);
|
| 530 |
-
toggleLegend(false);
|
| 531 |
-
|
| 532 |
-
fetch("{{ url_for('static', filename='Madura.geojson') }}")
|
| 533 |
-
.then((res) => res.json())
|
| 534 |
-
.then((data) => {
|
| 535 |
-
geoJsonLayer = L.geoJSON(data, {
|
| 536 |
-
style: styleFeature,
|
| 537 |
-
onEachFeature: (feature, layer) => {
|
| 538 |
-
const nama = feature.properties.nm_dati2;
|
| 539 |
-
|
| 540 |
-
layer.bindPopup(`<b>${nama}</b>`);
|
| 541 |
-
|
| 542 |
-
layer.on("click", () => {
|
| 543 |
-
fetch(`/forecast/${nama}`)
|
| 544 |
-
.then((res) => res.json())
|
| 545 |
-
.then((data) => tampilkanGrafik(nama, data))
|
| 546 |
-
.catch((err) =>
|
| 547 |
-
alert(
|
| 548 |
-
`Gagal mengambil data forecast untuk ${nama}: ${
|
| 549 |
-
)
|
| 550 |
-
);
|
| 551 |
-
});
|
| 552 |
-
},
|
| 553 |
-
}).addTo(map);
|
| 554 |
-
|
| 555 |
-
map.fitBounds(geoJsonLayer.getBounds());
|
| 556 |
-
toggleControls(true); // Tampilkan Kontrol Clustering secara default setelah loading
|
| 557 |
-
toggleLegend(false); // Sembunyikan Legend Klaster setelah loading (akan muncul saat clustering)
|
| 558 |
-
})
|
| 559 |
-
.catch((err) => {
|
| 560 |
-
console.error("Gagal memuat GeoJSON:", err);
|
| 561 |
-
toggleControls(true); // Pastikan kontrol tetap bisa dibuka jika ada error
|
| 562 |
-
});
|
| 563 |
-
}
|
| 564 |
-
|
| 565 |
-
function displayClusterInterpretation(clusterCenters, nFeatures) {
|
| 566 |
-
const table = document.getElementById("interpretasiKlaster");
|
| 567 |
-
table.innerHTML = "";
|
| 568 |
-
table.style.display = "table";
|
| 569 |
-
|
| 570 |
-
const featureNames = [
|
| 571 |
-
"Suhu (°C)",
|
| 572 |
-
"Curah Hujan (mm)",
|
| 573 |
-
"Kelembaban (%)",
|
| 574 |
-
].slice(0, nFeatures);
|
| 575 |
-
let headerHtml = "<tr><th>Klaster</th>";
|
| 576 |
-
featureNames.forEach((name) => {
|
| 577 |
-
headerHtml += `<th>${name}</th>`;
|
| 578 |
-
});
|
| 579 |
-
headerHtml += "</tr>";
|
| 580 |
-
table.innerHTML += headerHtml;
|
| 581 |
-
|
| 582 |
-
clusterCenters.forEach((center, index) => {
|
| 583 |
-
let rowHtml = `<tr><td><b style="color:${
|
| 584 |
-
clusterColors[index] || "#333"
|
| 585 |
-
};">Klaster ${index}</b></td>`;
|
| 586 |
-
center.forEach((value, i) => {
|
| 587 |
-
let formattedValue;
|
| 588 |
-
if (i === 0) formattedValue = `${value.toFixed(1)}°C`;
|
| 589 |
-
else if (i === 1) formattedValue = `${value.toFixed(1)} mm`;
|
| 590 |
-
else formattedValue = `${value.toFixed(1)}%`;
|
| 591 |
-
|
| 592 |
-
rowHtml += `<td>${formattedValue}</td>`;
|
| 593 |
-
});
|
| 594 |
-
rowHtml += "</tr>";
|
| 595 |
-
table.innerHTML += rowHtml;
|
| 596 |
-
});
|
| 597 |
-
}
|
| 598 |
-
|
| 599 |
-
/* ====================== CLUSTERING ====================== */
|
| 600 |
-
async function runClustering() {
|
| 601 |
-
const tgl = document.getElementById("tglInput").value || "1";
|
| 602 |
-
const bln = document.getElementById("blnInput").value || "1";
|
| 603 |
-
const tahun = document.getElementById("tahunInput").value || "2024";
|
| 604 |
-
const notificationBox = document.getElementById("notificationBox");
|
| 605 |
-
|
| 606 |
-
notificationBox.innerHTML = `<span style="color:blue;"> Starting cluster prediction for 4 districts...</span>`;
|
| 607 |
-
|
| 608 |
-
clusterResults = {};
|
| 609 |
-
let allSuccess = true;
|
| 610 |
-
let clusterCentersData = null;
|
| 611 |
-
|
| 612 |
-
for (const kab of kabupatenList) {
|
| 613 |
-
const url = `/clustering/${encodeURIComponent(
|
| 614 |
-
kab
|
| 615 |
-
)}?tgl=${encodeURIComponent(tgl)}&bln=${encodeURIComponent(
|
| 616 |
-
bln
|
| 617 |
-
)}&tahun=${encodeURIComponent(tahun)}`;
|
| 618 |
-
|
| 619 |
-
try {
|
| 620 |
-
const res = await fetch(url);
|
| 621 |
-
const text = await res.text();
|
| 622 |
-
|
| 623 |
-
try {
|
| 624 |
-
const data = JSON.parse(text);
|
| 625 |
-
if (!res.ok) {
|
| 626 |
-
const msg = data.message || data.error || text;
|
| 627 |
-
console.error(`Clustering ${kab} gagal:`, msg);
|
| 628 |
-
notificationBox.innerHTML += `<br><span style="color:red;"> Fail ${kab}: ${msg}</span>`;
|
| 629 |
-
allSuccess = false;
|
| 630 |
-
continue;
|
| 631 |
-
}
|
| 632 |
-
|
| 633 |
-
const predictedCluster =
|
| 634 |
-
data.predicted_cluster ??
|
| 635 |
-
data.predicted ??
|
| 636 |
-
data.cluster ??
|
| 637 |
-
data.predictedCluster;
|
| 638 |
-
if (predictedCluster === undefined || predictedCluster === null) {
|
| 639 |
-
console.error(
|
| 640 |
-
`Respon ${kab} tidak valid: tidak ada field klaster.`,
|
| 641 |
-
data
|
| 642 |
-
);
|
| 643 |
-
notificationBox.innerHTML += `<br><span style="color:red;"> Respon ${kab} tidak valid (tanpa klaster).</span>`;
|
| 644 |
-
allSuccess = false;
|
| 645 |
-
continue;
|
| 646 |
-
}
|
| 647 |
-
|
| 648 |
-
const clusterId = Number(predictedCluster);
|
| 649 |
-
clusterResults[kab] = clusterId;
|
| 650 |
-
|
| 651 |
-
if (Array.isArray(data.cluster_centers) && !clusterCentersData) {
|
| 652 |
-
clusterCentersData = data.cluster_centers;
|
| 653 |
-
}
|
| 654 |
-
} catch (err) {
|
| 655 |
-
console.error(
|
| 656 |
-
`Gagal parsing respon JSON dari ${kab}:`,
|
| 657 |
-
text,
|
| 658 |
-
err
|
| 659 |
-
);
|
| 660 |
-
notificationBox.innerHTML += `<br><span style="color:red;"> Fail parsing respon ${kab}.</span>`;
|
| 661 |
-
allSuccess = false;
|
| 662 |
-
}
|
| 663 |
-
} catch (err) {
|
| 664 |
-
notificationBox.innerHTML += `<br><span style="color:red;"> Fail fetch API ${kab}: ${err.message}. Pastikan server Flask berjalan.</span>`;
|
| 665 |
-
console.error(`Clustering fetch error ${kab}:`, err);
|
| 666 |
-
allSuccess = false;
|
| 667 |
-
}
|
| 668 |
-
}
|
| 669 |
-
|
| 670 |
-
if (geoJsonLayer) {
|
| 671 |
-
geoJsonLayer.setStyle(styleFeature);
|
| 672 |
-
} else {
|
| 673 |
-
loadKabupatenLayer();
|
| 674 |
-
}
|
| 675 |
-
|
| 676 |
-
// Panggil updateLegend untuk menampilkan hasil klaster (ini juga memanggil toggleLegend(true))
|
| 677 |
-
updateLegend("cluster");
|
| 678 |
-
}
|
| 679 |
-
|
| 680 |
-
// Muat peta saat halaman pertama dimuat
|
| 681 |
-
loadKabupatenLayer();
|
| 682 |
-
</script>
|
| 683 |
-
</body>
|
| 684 |
-
</html>
|
|
|
|
| 1 |
+
<!DOCTYPE html>
|
| 2 |
+
<html>
|
| 3 |
+
<head>
|
| 4 |
+
<title>Madura weather</title>
|
| 5 |
+
<meta charset="utf-8" />
|
| 6 |
+
<link
|
| 7 |
+
rel="stylesheet"
|
| 8 |
+
href="https://unpkg.com/leaflet@1.9.4/dist/leaflet.css"
|
| 9 |
+
/>
|
| 10 |
+
|
| 11 |
+
<style>
|
| 12 |
+
body {
|
| 13 |
+
font-family: Arial, sans-serif;
|
| 14 |
+
margin: 0;
|
| 15 |
+
padding: 0;
|
| 16 |
+
min-height: 100vh;
|
| 17 |
+
background-color: #f4f4f4;
|
| 18 |
+
display: flex; /* Menggunakan flexbox untuk konten utama */
|
| 19 |
+
flex-direction: column;
|
| 20 |
+
}
|
| 21 |
+
html,
|
| 22 |
+
body,
|
| 23 |
+
#map {
|
| 24 |
+
height: 100%;
|
| 25 |
+
margin: 0;
|
| 26 |
+
padding: 0;
|
| 27 |
+
}
|
| 28 |
+
|
| 29 |
+
/* ================= LEGEND ================= */
|
| 30 |
+
/* Mengubah posisi z-index untuk mencegah tumpang tindih */
|
| 31 |
+
.legend {
|
| 32 |
+
position: absolute;
|
| 33 |
+
bottom: 30px;
|
| 34 |
+
left: 20px;
|
| 35 |
+
background: white;
|
| 36 |
+
padding: 10px;
|
| 37 |
+
line-height: 1.5;
|
| 38 |
+
border-radius: 6px;
|
| 39 |
+
box-shadow: 0 0 10px rgba(0, 0, 0, 0.3);
|
| 40 |
+
font-size: 13px;
|
| 41 |
+
z-index: 9999;
|
| 42 |
+
}
|
| 43 |
+
.legend h4 {
|
| 44 |
+
margin: 0 0 5px 0;
|
| 45 |
+
font-size: 14px;
|
| 46 |
+
font-weight: bold;
|
| 47 |
+
}
|
| 48 |
+
.legend .item {
|
| 49 |
+
display: flex;
|
| 50 |
+
align-items: flex-start;
|
| 51 |
+
gap: 6px;
|
| 52 |
+
margin-bottom: 5px;
|
| 53 |
+
}
|
| 54 |
+
.legend .swatch {
|
| 55 |
+
width: 18px;
|
| 56 |
+
height: 12px;
|
| 57 |
+
border: 1px solid #444;
|
| 58 |
+
flex-shrink: 0;
|
| 59 |
+
margin-top: 3px;
|
| 60 |
+
}
|
| 61 |
+
.legend .text-content {
|
| 62 |
+
display: flex;
|
| 63 |
+
flex-direction: column;
|
| 64 |
+
text-align: left;
|
| 65 |
+
}
|
| 66 |
+
|
| 67 |
+
/* ================= NAVBAR ================= */
|
| 68 |
+
.navbar {
|
| 69 |
+
display: flex;
|
| 70 |
+
justify-content: space-between;
|
| 71 |
+
align-items: center;
|
| 72 |
+
background: #1a73e8;
|
| 73 |
+
padding: 10px 20px;
|
| 74 |
+
color: white;
|
| 75 |
+
box-shadow: 0 2px 6px rgba(0, 0, 0, 0.3);
|
| 76 |
+
position: relative;
|
| 77 |
+
z-index: 10000;
|
| 78 |
+
}
|
| 79 |
+
.navbar .brand {
|
| 80 |
+
font-size: 18px;
|
| 81 |
+
font-weight: bold;
|
| 82 |
+
}
|
| 83 |
+
.navbar .menu {
|
| 84 |
+
list-style: none;
|
| 85 |
+
display: flex;
|
| 86 |
+
gap: 20px;
|
| 87 |
+
margin: 0;
|
| 88 |
+
padding: 0;
|
| 89 |
+
}
|
| 90 |
+
.navbar .menu li a {
|
| 91 |
+
color: white;
|
| 92 |
+
text-decoration: none;
|
| 93 |
+
}
|
| 94 |
+
|
| 95 |
+
/* ================= CLUSTER CONTROL ================= */
|
| 96 |
+
.clustering-controls {
|
| 97 |
+
position: absolute;
|
| 98 |
+
top: 80px;
|
| 99 |
+
left: 20px;
|
| 100 |
+
width: 300px;
|
| 101 |
+
background: white;
|
| 102 |
+
border-radius: 10px;
|
| 103 |
+
padding: 15px;
|
| 104 |
+
box-shadow: 0 4px 15px rgba(0, 0, 0, 0.3);
|
| 105 |
+
z-index: 9999;
|
| 106 |
+
}
|
| 107 |
+
.clustering-controls h3 {
|
| 108 |
+
color: #1a73e8;
|
| 109 |
+
margin-top: 0;
|
| 110 |
+
border-bottom: 1px solid #eee;
|
| 111 |
+
padding-bottom: 8px;
|
| 112 |
+
}
|
| 113 |
+
.clustering-controls select,
|
| 114 |
+
.clustering-controls input[type="number"] {
|
| 115 |
+
width: 100%;
|
| 116 |
+
padding: 8px;
|
| 117 |
+
margin-bottom: 10px;
|
| 118 |
+
border: 1px solid #ccc;
|
| 119 |
+
}
|
| 120 |
+
.clustering-controls button {
|
| 121 |
+
width: 100%;
|
| 122 |
+
padding: 10px;
|
| 123 |
+
background: #4caf50;
|
| 124 |
+
border: none;
|
| 125 |
+
border-radius: 5px;
|
| 126 |
+
color: white;
|
| 127 |
+
font-weight: bold;
|
| 128 |
+
cursor: pointer;
|
| 129 |
+
}
|
| 130 |
+
.clustering-controls button:hover {
|
| 131 |
+
background: #45a049;
|
| 132 |
+
}
|
| 133 |
+
|
| 134 |
+
#notificationBox {
|
| 135 |
+
margin-top: 15px;
|
| 136 |
+
padding: 10px;
|
| 137 |
+
border-radius: 4px;
|
| 138 |
+
font-size: 12px;
|
| 139 |
+
}
|
| 140 |
+
|
| 141 |
+
/* ================= TABEL INTERPRETASI ================= */
|
| 142 |
+
#interpretasiKlaster {
|
| 143 |
+
width: 100%;
|
| 144 |
+
margin-top: 15px;
|
| 145 |
+
border-collapse: collapse;
|
| 146 |
+
font-size: 11px;
|
| 147 |
+
display: none;
|
| 148 |
+
}
|
| 149 |
+
#interpretasiKlaster th,
|
| 150 |
+
#interpretasiKlaster td {
|
| 151 |
+
border: 1px solid #ddd;
|
| 152 |
+
padding: 6px;
|
| 153 |
+
text-align: center;
|
| 154 |
+
}
|
| 155 |
+
#interpretasiKlaster th {
|
| 156 |
+
background: #f2f2f2;
|
| 157 |
+
}
|
| 158 |
+
|
| 159 |
+
/* ================= CHART BOX ================= */
|
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#chartBox {
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position: absolute;
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top: 80px;
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right: 20px;
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width: 450px;
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background: white;
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border-radius: 10px;
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padding: 15px;
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box-shadow: 0 4px 15px rgba(0, 0, 0, 0.3);
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z-index: 9999;
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display: none;
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}
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</style>
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+
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<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
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<script src="https://unpkg.com/leaflet@1.9.4/dist/leaflet.js"></script>
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</head>
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+
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<body>
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<header>
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<nav class="navbar">
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<div class="brand">Madura Weather</div>
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<ul class="menu">
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<li><a href="/">Homepage</a></li>
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<li><a href="/crop">Recomendation Plant</a></li>
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<li><a href="/cuaca">Image Prediction</a></li>
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<li><a href="/about">About</a></li>
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</ul>
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</nav>
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+
</header>
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+
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<div id="map">
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+
<button
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onclick="toggleControls(true)"
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style="
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+
position: absolute;
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+
top: 80px;
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+
left: 20px;
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z-index: 10001;
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padding: 5px 10px;
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background: #1a73e8;
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color: white;
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+
border: none;
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border-radius: 5px;
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cursor: pointer;
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"
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id="showControlsBtn"
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>
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▶ Control
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</button>
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+
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+
<div
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class="clustering-controls"
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id="clusteringControlsPanel"
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style="display: none"
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>
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| 216 |
+
<div
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style="
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display: flex;
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| 219 |
+
justify-content: space-between;
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align-items: center;
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"
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>
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<h3>Clustering Simulation (K-Means)</h3>
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<button
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| 225 |
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onclick="toggleControls(false)"
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style="
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+
border: none;
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| 228 |
+
background: none;
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| 229 |
+
font-size: 20px;
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| 230 |
+
cursor: pointer;
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| 231 |
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color: #1a73e8;
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+
"
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>
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✖
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</button>
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+
</div>
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+
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+
<div id="controlsContent">
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| 239 |
+
<div class="date-inputs" style="display: flex; gap: 10px">
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| 240 |
+
<input
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| 241 |
+
type="number"
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| 242 |
+
id="tglInput"
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| 243 |
+
value="1"
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| 244 |
+
min="1"
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| 245 |
+
max="31"
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| 246 |
+
placeholder="Tanggal"
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| 247 |
+
/>
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| 248 |
+
<input
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| 249 |
+
type="number"
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| 250 |
+
id="blnInput"
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| 251 |
+
value="1"
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| 252 |
+
min="1"
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| 253 |
+
max="12"
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| 254 |
+
placeholder="Bulan"
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+
/>
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| 256 |
+
<input
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+
type="number"
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+
id="tahunInput"
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| 259 |
+
value="2024"
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| 260 |
+
min="2020"
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| 261 |
+
max="2030"
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| 262 |
+
placeholder="Tahun"
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| 263 |
+
/>
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| 264 |
+
</div>
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| 265 |
+
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+
<button onclick="runClustering()">
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Run Clustering in 4 Districts
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+
</button>
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+
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+
<div id="notificationBox"></div>
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| 271 |
+
<table id="interpretasiKlaster"></table>
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| 272 |
+
</div>
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| 273 |
+
</div>
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| 274 |
+
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+
<div id="chartBox">
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| 276 |
+
<div style="display: flex; justify-content: space-between">
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+
<h4 id="chartTitle"></h4>
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| 278 |
+
<button
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| 279 |
+
onclick="tutupChart()"
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| 280 |
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style="
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| 281 |
+
border: none;
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| 282 |
+
background: none;
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| 283 |
+
font-size: 20px;
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| 284 |
+
cursor: pointer;
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| 285 |
+
"
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>
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| 287 |
+
✖
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| 288 |
+
</button>
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| 289 |
+
</div>
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+
<canvas id="forecastChart"></canvas>
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+
</div>
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| 292 |
+
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| 293 |
+
<button
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| 294 |
+
onclick="toggleLegend(true)"
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| 295 |
+
style="
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| 296 |
+
position: absolute;
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| 297 |
+
bottom: 30px;
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| 298 |
+
left: 20px;
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+
z-index: 10001;
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padding: 5px 10px;
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| 301 |
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background: #1a73e8;
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+
color: white;
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| 303 |
+
border: none;
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| 304 |
+
border-radius: 5px;
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| 305 |
+
cursor: pointer;
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| 306 |
+
"
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| 307 |
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id="showLegendBtn"
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| 308 |
+
>
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| 309 |
+
▶ Open Clustering
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| 310 |
+
</button>
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| 311 |
+
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| 312 |
+
<div class="legend" id="clusterLegendPanel" style="display: none">
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| 313 |
+
<div
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| 314 |
+
style="
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+
display: flex;
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| 316 |
+
justify-content: space-between;
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| 317 |
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align-items: center;
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+
"
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>
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<h4 id="legendTitle">Districts</h4>
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| 321 |
+
<button
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| 322 |
+
onclick="toggleLegend(false)"
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+
style="
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| 324 |
+
border: none;
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| 325 |
+
background: none;
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| 326 |
+
font-size: 20px;
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+
cursor: pointer;
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| 328 |
+
color: #333;
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+
"
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+
>
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| 331 |
+
✖
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| 332 |
+
</button>
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| 333 |
+
</div>
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| 334 |
+
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| 335 |
+
<div id="legendContent"></div>
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| 336 |
+
</div>
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| 337 |
+
</div>
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+
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| 339 |
+
<script>
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/* ====================== TOGGLE FUNCTIONS (SIDEBAR STYLE) ====================== */
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| 341 |
+
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| 342 |
+
/**
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| 343 |
+
* Mengubah tampilan panel Clustering Controls (Sidebar)
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| 344 |
+
* @param {boolean} show - true untuk menampilkan panel, false untuk menyembunyikan.
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| 345 |
+
*/
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| 346 |
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function toggleControls(show) {
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| 347 |
+
const panel = document.getElementById("clusteringControlsPanel");
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| 348 |
+
const showBtn = document.getElementById("showControlsBtn");
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| 349 |
+
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| 350 |
+
if (show) {
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| 351 |
+
panel.style.display = "block";
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| 352 |
+
showBtn.style.display = "none";
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| 353 |
+
} else {
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| 354 |
+
panel.style.display = "none";
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| 355 |
+
showBtn.style.display = "block";
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| 356 |
+
}
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| 357 |
+
}
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| 358 |
+
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| 359 |
+
/**
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| 360 |
+
* Mengubah tampilan panel Legend (Sidebar Bawah)
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| 361 |
+
* @param {boolean} show - true untuk menampilkan panel, false untuk menyembunyikan.
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| 362 |
+
*/
|
| 363 |
+
function toggleLegend(show) {
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| 364 |
+
const panel = document.getElementById("clusterLegendPanel");
|
| 365 |
+
const showBtn = document.getElementById("showLegendBtn");
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| 366 |
+
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| 367 |
+
if (show) {
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| 368 |
+
panel.style.display = "block";
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| 369 |
+
showBtn.style.display = "none";
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| 370 |
+
} else {
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| 371 |
+
panel.style.display = "none";
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| 372 |
+
// Hanya tampilkan tombol buka legend jika map sudah dimuat
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| 373 |
+
if (geoJsonLayer) showBtn.style.display = "block";
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| 374 |
+
}
|
| 375 |
+
}
|
| 376 |
+
|
| 377 |
+
/* ====================== CHART ====================== */
|
| 378 |
+
let chartInstance = null;
|
| 379 |
+
|
| 380 |
+
function tutupChart() {
|
| 381 |
+
document.getElementById("chartBox").style.display = "none";
|
| 382 |
+
if (chartInstance) chartInstance.destroy();
|
| 383 |
+
}
|
| 384 |
+
|
| 385 |
+
function tampilkanGrafik(kabupaten, data) {
|
| 386 |
+
document.getElementById("chartBox").style.display = "block";
|
| 387 |
+
document.getElementById(
|
| 388 |
+
"chartTitle"
|
| 389 |
+
).innerText = `Weather Forecasting ${kabupaten}`;
|
| 390 |
+
|
| 391 |
+
const labels = [...data.last_days.dates, ...data.forecast.dates];
|
| 392 |
+
const lastData = data.last_days.values.map((v) => v[0]);
|
| 393 |
+
const forecastData = data.forecast.values.map((v) => v[0]);
|
| 394 |
+
|
| 395 |
+
const ctx = document.getElementById("forecastChart");
|
| 396 |
+
|
| 397 |
+
if (chartInstance) chartInstance.destroy();
|
| 398 |
+
|
| 399 |
+
chartInstance = new Chart(ctx, {
|
| 400 |
+
type: "line",
|
| 401 |
+
data: {
|
| 402 |
+
labels: labels,
|
| 403 |
+
datasets: [
|
| 404 |
+
{
|
| 405 |
+
label: "Last 3 Days",
|
| 406 |
+
data: lastData,
|
| 407 |
+
borderColor: "#42a5f5",
|
| 408 |
+
backgroundColor: "rgba(66, 165, 245, 0.5)",
|
| 409 |
+
},
|
| 410 |
+
{
|
| 411 |
+
label: "5 Day Forecast",
|
| 412 |
+
data: Array(lastData.length).fill(null).concat(forecastData),
|
| 413 |
+
borderColor: "#ef5350",
|
| 414 |
+
borderDash: [6, 4],
|
| 415 |
+
backgroundColor: "transparent",
|
| 416 |
+
},
|
| 417 |
+
],
|
| 418 |
+
},
|
| 419 |
+
options: {
|
| 420 |
+
responsive: true,
|
| 421 |
+
plugins: {
|
| 422 |
+
legend: { position: "top" },
|
| 423 |
+
title: { display: true, text: "Average Temperature(°C)" },
|
| 424 |
+
},
|
| 425 |
+
scales: {
|
| 426 |
+
y: { beginAtZero: false },
|
| 427 |
+
},
|
| 428 |
+
},
|
| 429 |
+
});
|
| 430 |
+
}
|
| 431 |
+
|
| 432 |
+
/* ====================== MAP ====================== */
|
| 433 |
+
const clusterColors = { 0: "#5e35b1", 1: "#00897b", 2: "#fdd835" };
|
| 434 |
+
const defaultWarnaKab = {
|
| 435 |
+
Bangkalan: "#e41a1c",
|
| 436 |
+
Sampang: "#377eb8",
|
| 437 |
+
Pamekasan: "#4daf4a",
|
| 438 |
+
Sumenep: "#984ea3",
|
| 439 |
+
};
|
| 440 |
+
const kabupatenList = ["Bangkalan", "Sampang", "Pamekasan", "Sumenep"];
|
| 441 |
+
|
| 442 |
+
var map = L.map("map").setView([-7.0, 113.9], 10);
|
| 443 |
+
var geoJsonLayer = null;
|
| 444 |
+
var clusterResults = {};
|
| 445 |
+
|
| 446 |
+
L.tileLayer("https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png").addTo(
|
| 447 |
+
map
|
| 448 |
+
);
|
| 449 |
+
|
| 450 |
+
function styleFeature(feature) {
|
| 451 |
+
const nama = feature.properties.nm_dati2;
|
| 452 |
+
const clusterId = clusterResults[nama];
|
| 453 |
+
|
| 454 |
+
if (clusterId !== undefined && clusterId !== null) {
|
| 455 |
+
return {
|
| 456 |
+
color: "#333",
|
| 457 |
+
fillColor: clusterColors[clusterId] || "#ccc",
|
| 458 |
+
fillOpacity: 0.8,
|
| 459 |
+
weight: 2,
|
| 460 |
+
};
|
| 461 |
+
}
|
| 462 |
+
|
| 463 |
+
return {
|
| 464 |
+
color: "#444",
|
| 465 |
+
fillColor: defaultWarnaKab[nama] || "#ccc",
|
| 466 |
+
fillOpacity: 0.6,
|
| 467 |
+
weight: 1,
|
| 468 |
+
};
|
| 469 |
+
}
|
| 470 |
+
|
| 471 |
+
function updateLegend(mode) {
|
| 472 |
+
const legendContent = document.getElementById("legendContent");
|
| 473 |
+
const legendTitle = document.getElementById("legendTitle");
|
| 474 |
+
legendContent.innerHTML = "";
|
| 475 |
+
|
| 476 |
+
// Pastikan legend terbuka setelah clustering berhasil
|
| 477 |
+
toggleLegend(true);
|
| 478 |
+
|
| 479 |
+
if (mode === "kabupaten") {
|
| 480 |
+
legendTitle.innerHTML = "Kabupaten";
|
| 481 |
+
Object.keys(defaultWarnaKab).forEach((kab) => {
|
| 482 |
+
legendContent.innerHTML += `
|
| 483 |
+
<div class="item">
|
| 484 |
+
<span class="swatch" style="background:${defaultWarnaKab[kab]}"></span>
|
| 485 |
+
<div class="text-content">${kab}</div>
|
| 486 |
+
</div>`;
|
| 487 |
+
});
|
| 488 |
+
} else {
|
| 489 |
+
legendTitle.innerHTML = "Klaster Cuaca";
|
| 490 |
+
|
| 491 |
+
const clusterDescriptions = {
|
| 492 |
+
0: {
|
| 493 |
+
stats:
|
| 494 |
+
"Rata-rata Suhu 33.2°C, Curah Hujan 100.0 mm, Kelembaban 78.7%",
|
| 495 |
+
type: "Hari Hujan Lebat dan Panas",
|
| 496 |
+
},
|
| 497 |
+
1: {
|
| 498 |
+
stats:
|
| 499 |
+
"Rata-rata Suhu 32.7°C, Curah Hujan 0.0 mm, Kelembaban 73.5%",
|
| 500 |
+
type: "Hari Kering dan Panas",
|
| 501 |
+
},
|
| 502 |
+
2: {
|
| 503 |
+
stats:
|
| 504 |
+
"Rata-rata Suhu 31.3°C, Curah Hujan 96.4 mm, Kelembaban 86.7%",
|
| 505 |
+
type: "Hari Hujan Lebat dan Dingin/Sejuk",
|
| 506 |
+
},
|
| 507 |
+
};
|
| 508 |
+
Object.keys(clusterColors).forEach((i) => {
|
| 509 |
+
legendContent.innerHTML += `
|
| 510 |
+
<div class="item">
|
| 511 |
+
<span class="swatch" style="background:${clusterColors[i]}"></span>
|
| 512 |
+
<div class="text-content">
|
| 513 |
+
<b>Klaster ${i}</b> (${clusterDescriptions[i].type})<br>
|
| 514 |
+
<small>${clusterDescriptions[i].stats}</small>
|
| 515 |
+
</div>
|
| 516 |
+
</div>
|
| 517 |
+
`;
|
| 518 |
+
});
|
| 519 |
+
}
|
| 520 |
+
}
|
| 521 |
+
|
| 522 |
+
function loadKabupatenLayer() {
|
| 523 |
+
if (geoJsonLayer) map.removeLayer(geoJsonLayer);
|
| 524 |
+
|
| 525 |
+
clusterResults = {};
|
| 526 |
+
updateLegend("kabupaten");
|
| 527 |
+
|
| 528 |
+
// Sembunyikan Kontrol dan Legend saat memuat peta
|
| 529 |
+
toggleControls(false);
|
| 530 |
+
toggleLegend(false);
|
| 531 |
+
|
| 532 |
+
fetch("{{ url_for('static', filename='Madura.geojson') }}")
|
| 533 |
+
.then((res) => res.json())
|
| 534 |
+
.then((data) => {
|
| 535 |
+
geoJsonLayer = L.geoJSON(data, {
|
| 536 |
+
style: styleFeature,
|
| 537 |
+
onEachFeature: (feature, layer) => {
|
| 538 |
+
const nama = feature.properties.nm_dati2;
|
| 539 |
+
|
| 540 |
+
layer.bindPopup(`<b>${nama}</b>`);
|
| 541 |
+
|
| 542 |
+
layer.on("click", () => {
|
| 543 |
+
fetch(`/forecast/${nama}`)
|
| 544 |
+
.then((res) => res.json())
|
| 545 |
+
.then((data) => tampilkanGrafik(nama, data))
|
| 546 |
+
.catch((err) =>
|
| 547 |
+
alert(
|
| 548 |
+
`Gagal mengambil data forecast untuk ${nama}: ${data}`
|
| 549 |
+
)
|
| 550 |
+
);
|
| 551 |
+
});
|
| 552 |
+
},
|
| 553 |
+
}).addTo(map);
|
| 554 |
+
|
| 555 |
+
map.fitBounds(geoJsonLayer.getBounds());
|
| 556 |
+
toggleControls(true); // Tampilkan Kontrol Clustering secara default setelah loading
|
| 557 |
+
toggleLegend(false); // Sembunyikan Legend Klaster setelah loading (akan muncul saat clustering)
|
| 558 |
+
})
|
| 559 |
+
.catch((err) => {
|
| 560 |
+
console.error("Gagal memuat GeoJSON:", err);
|
| 561 |
+
toggleControls(true); // Pastikan kontrol tetap bisa dibuka jika ada error
|
| 562 |
+
});
|
| 563 |
+
}
|
| 564 |
+
|
| 565 |
+
function displayClusterInterpretation(clusterCenters, nFeatures) {
|
| 566 |
+
const table = document.getElementById("interpretasiKlaster");
|
| 567 |
+
table.innerHTML = "";
|
| 568 |
+
table.style.display = "table";
|
| 569 |
+
|
| 570 |
+
const featureNames = [
|
| 571 |
+
"Suhu (°C)",
|
| 572 |
+
"Curah Hujan (mm)",
|
| 573 |
+
"Kelembaban (%)",
|
| 574 |
+
].slice(0, nFeatures);
|
| 575 |
+
let headerHtml = "<tr><th>Klaster</th>";
|
| 576 |
+
featureNames.forEach((name) => {
|
| 577 |
+
headerHtml += `<th>${name}</th>`;
|
| 578 |
+
});
|
| 579 |
+
headerHtml += "</tr>";
|
| 580 |
+
table.innerHTML += headerHtml;
|
| 581 |
+
|
| 582 |
+
clusterCenters.forEach((center, index) => {
|
| 583 |
+
let rowHtml = `<tr><td><b style="color:${
|
| 584 |
+
clusterColors[index] || "#333"
|
| 585 |
+
};">Klaster ${index}</b></td>`;
|
| 586 |
+
center.forEach((value, i) => {
|
| 587 |
+
let formattedValue;
|
| 588 |
+
if (i === 0) formattedValue = `${value.toFixed(1)}°C`;
|
| 589 |
+
else if (i === 1) formattedValue = `${value.toFixed(1)} mm`;
|
| 590 |
+
else formattedValue = `${value.toFixed(1)}%`;
|
| 591 |
+
|
| 592 |
+
rowHtml += `<td>${formattedValue}</td>`;
|
| 593 |
+
});
|
| 594 |
+
rowHtml += "</tr>";
|
| 595 |
+
table.innerHTML += rowHtml;
|
| 596 |
+
});
|
| 597 |
+
}
|
| 598 |
+
|
| 599 |
+
/* ====================== CLUSTERING ====================== */
|
| 600 |
+
async function runClustering() {
|
| 601 |
+
const tgl = document.getElementById("tglInput").value || "1";
|
| 602 |
+
const bln = document.getElementById("blnInput").value || "1";
|
| 603 |
+
const tahun = document.getElementById("tahunInput").value || "2024";
|
| 604 |
+
const notificationBox = document.getElementById("notificationBox");
|
| 605 |
+
|
| 606 |
+
notificationBox.innerHTML = `<span style="color:blue;"> Starting cluster prediction for 4 districts...</span>`;
|
| 607 |
+
|
| 608 |
+
clusterResults = {};
|
| 609 |
+
let allSuccess = true;
|
| 610 |
+
let clusterCentersData = null;
|
| 611 |
+
|
| 612 |
+
for (const kab of kabupatenList) {
|
| 613 |
+
const url = `/clustering/${encodeURIComponent(
|
| 614 |
+
kab
|
| 615 |
+
)}?tgl=${encodeURIComponent(tgl)}&bln=${encodeURIComponent(
|
| 616 |
+
bln
|
| 617 |
+
)}&tahun=${encodeURIComponent(tahun)}`;
|
| 618 |
+
|
| 619 |
+
try {
|
| 620 |
+
const res = await fetch(url);
|
| 621 |
+
const text = await res.text();
|
| 622 |
+
|
| 623 |
+
try {
|
| 624 |
+
const data = JSON.parse(text);
|
| 625 |
+
if (!res.ok) {
|
| 626 |
+
const msg = data.message || data.error || text;
|
| 627 |
+
console.error(`Clustering ${kab} gagal:`, msg);
|
| 628 |
+
notificationBox.innerHTML += `<br><span style="color:red;"> Fail ${kab}: ${msg}</span>`;
|
| 629 |
+
allSuccess = false;
|
| 630 |
+
continue;
|
| 631 |
+
}
|
| 632 |
+
|
| 633 |
+
const predictedCluster =
|
| 634 |
+
data.predicted_cluster ??
|
| 635 |
+
data.predicted ??
|
| 636 |
+
data.cluster ??
|
| 637 |
+
data.predictedCluster;
|
| 638 |
+
if (predictedCluster === undefined || predictedCluster === null) {
|
| 639 |
+
console.error(
|
| 640 |
+
`Respon ${kab} tidak valid: tidak ada field klaster.`,
|
| 641 |
+
data
|
| 642 |
+
);
|
| 643 |
+
notificationBox.innerHTML += `<br><span style="color:red;"> Respon ${kab} tidak valid (tanpa klaster).</span>`;
|
| 644 |
+
allSuccess = false;
|
| 645 |
+
continue;
|
| 646 |
+
}
|
| 647 |
+
|
| 648 |
+
const clusterId = Number(predictedCluster);
|
| 649 |
+
clusterResults[kab] = clusterId;
|
| 650 |
+
|
| 651 |
+
if (Array.isArray(data.cluster_centers) && !clusterCentersData) {
|
| 652 |
+
clusterCentersData = data.cluster_centers;
|
| 653 |
+
}
|
| 654 |
+
} catch (err) {
|
| 655 |
+
console.error(
|
| 656 |
+
`Gagal parsing respon JSON dari ${kab}:`,
|
| 657 |
+
text,
|
| 658 |
+
err
|
| 659 |
+
);
|
| 660 |
+
notificationBox.innerHTML += `<br><span style="color:red;"> Fail parsing respon ${kab}.</span>`;
|
| 661 |
+
allSuccess = false;
|
| 662 |
+
}
|
| 663 |
+
} catch (err) {
|
| 664 |
+
notificationBox.innerHTML += `<br><span style="color:red;"> Fail fetch API ${kab}: ${err.message}. Pastikan server Flask berjalan.</span>`;
|
| 665 |
+
console.error(`Clustering fetch error ${kab}:`, err);
|
| 666 |
+
allSuccess = false;
|
| 667 |
+
}
|
| 668 |
+
}
|
| 669 |
+
|
| 670 |
+
if (geoJsonLayer) {
|
| 671 |
+
geoJsonLayer.setStyle(styleFeature);
|
| 672 |
+
} else {
|
| 673 |
+
loadKabupatenLayer();
|
| 674 |
+
}
|
| 675 |
+
|
| 676 |
+
// Panggil updateLegend untuk menampilkan hasil klaster (ini juga memanggil toggleLegend(true))
|
| 677 |
+
updateLegend("cluster");
|
| 678 |
+
}
|
| 679 |
+
|
| 680 |
+
// Muat peta saat halaman pertama dimuat
|
| 681 |
+
loadKabupatenLayer();
|
| 682 |
+
</script>
|
| 683 |
+
</body>
|
| 684 |
+
</html>
|