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<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Flood Vulnerability Assessment</title>
<link rel="stylesheet" href="/static/css/styles.css">
</head>
<body>
<div class="hero-background"></div>
<div class="page-wrapper">
<header class="hero-header" style="position: relative; padding-top: 40px; text-align: center;">
<div style="display: inline-block; text-align: center; max-width: 90%; margin: 0 auto;">
<h1 style="margin: 0; font-size: 3rem; line-height: 1.2;">
Flood Vulnerability Assessment
</h1>
<p class="subtitle" style="margin: 0.2rem 0 0 0; font-size: 1rem; line-height: 1.2;">
Global building-level assessment
</p>
</div>
</header>
<div class="main-container">
<!-- Side Navigation -->
<aside class="side-nav">
<div class="nav-card">
<h3>Assessment Tools</h3>
<button class="nav-link active" onclick="switchTab('basic')">Basic Assessment</button>
<button class="nav-link" onclick="switchTab('explained')">Detailed Explanation</button>
<button class="nav-link" onclick="switchTab('multihazard')">Multi-Hazard Analysis</button>
<button class="nav-link" onclick="switchTab('batch')">Batch Processing</button>
</div>
</aside>
<!-- Content Area -->
<main class="content-area">
<!-- Basic Assessment -->
<div id="basic-card" class="assessment-card active">
<div class="card-header">
<h2>Basic Assessment</h2>
<p>Quick vulnerability analysis for a single location</p>
</div>
<form onsubmit="assessLocation(event, '/assess', 'basic-results')">
<div class="form-grid">
<div class="input-card">
<label for="latitude">Latitude</label>
<input type="text" id="latitude" name="latitude" inputmode="text"
pattern="-?[0-9]*[.,]?[0-9]*" required placeholder="40.7128" list="lat-suggestions">
<p class="helper-text">Range: -90 to 90</p>
</div>
<div class="input-card">
<label for="longitude">Longitude</label>
<input type="text" id="longitude" name="longitude" inputmode="text"
pattern="-?[0-9]*[.,]?[0-9]*" autocomplete="off" required placeholder="-74.0060"
list="lon-suggestions">
<p class="helper-text">Range: -180 to 180</p>
</div>
<div class="input-card">
<label for="height">Building Height</label>
<div class="height-group">
<input type="number" id="height" step="any" value="0" placeholder="5.0">
<button type="button" class="gba-height-btn tooltip-btn" data-lat-id="latitude"
data-lon-id="longitude" data-height-id="height" data-error-id="basic-error"
data-tooltip="The height is from Global Buildings Atlas.">
Get Height (GBA)
</button>
</div>
<button type="button" class="predict-height-btn secondary-btn-style tooltip-btn"
data-lat-id="latitude" data-lon-id="longitude" data-height-id="height"
data-error-id="basic-error"
data-tooltip="Uses the DL model to predict the building height, trained on Barcelona, Paris, Astana, and Vienna.">
Predict Height
</button>
<p class="helper-text">
Meters above ground (0 = ground level)
</p>
</div>
<div class="input-card">
<label for="basement">Basement Depth</label>
<input type="text" id="basement" name="basement" value="0" max="0" inputmode="text"
pattern="-?[0-9]*[.,]?[0-9]*" placeholder="-2.0">
<p class="helper-text">Meters below ground (negative values)</p>
</div>
</div>
<div class="action-section">
<button type="submit" class="primary-button">Analyze Location</button>
</div>
</form>
<div class="loading-state" id="basic-loading">
<div class="loading-spinner"></div>
<p>Analyzing terrain and water proximity...</p>
</div>
<div class="error-message" id="basic-error"></div>
<div class="results-section" id="basic-results"></div>
</div>
<!-- Explained Assessment -->
<div id="explained-card" class="assessment-card">
<div class="card-header">
<h2>Detailed Explanation</h2>
<p>Get comprehensive risk factor analysis with SHAP explanations</p>
</div>
<form onsubmit="assessLocation(event, '/explain', 'explained-results')">
<div class="form-grid">
<div class="input-card">
<label for="latitude2">Latitude</label>
<input type="text" id="latitude2" name="latitude2" pattern="-?[0-9]*[.,]?[0-9]*"
autocomplete="off" required placeholder="40.7128" list="lat-suggestions">
</div>
<div class="input-card">
<label for="longitude2">Longitude</label>
<input type="text" id="longitude2" name="longitude2" pattern="-?[0-9]*[.,]?[0-9]*"
autocomplete="off" required placeholder="-74.0060" list="lon-suggestions">
</div>
<div class="input-card">
<label for="height2">Building Height</label>
<div class="height-group">
<input type="number" id="height2" step="any" value="0">
<button type="button" class="gba-height-btn tooltip-btn" data-lat-id="latitude2"
data-lon-id="longitude2" data-height-id="height2"
data-error-id="explained-error"
data-tooltip="The height is from Global Buildings Atlas.">
Get Height (GBA)
</button>
</div>
<button type="button" class="predict-height-btn secondary-btn-style tooltip-btn"
data-lat-id="latitude2" data-lon-id="longitude2" data-height-id="height2"
data-error-id="explained-error"
data-tooltip="Uses the DL model to predict the building height, trained on Barcelona, Paris, Astana, and Vienna.">
Predict Height
</button>
<p class="helper-text">Meters above ground</p>
</div>
<div class="input-card">
<label for="basement2">Basement Depth</label>
<input type="text" id="basement2" name="basement2" inputmode="text"
pattern="-?[0-9]*[.,]?[0-9]*" step="0.1" value="0" max="0">
<p class="helper-text">Meters below ground (negative)</p>
</div>
</div>
<div class="action-section">
<button type="submit" class="primary-button">Analyze with Explanation</button>
</div>
</form>
<div class="loading-state" id="explained-loading">
<div class="loading-spinner"></div>
<p>Analyzing and generating explanation...</p>
</div>
<div class="error-message" id="explained-error"></div>
<div class="results-section" id="explained-results"></div>
</div>
<!-- Multi-Hazard Assessment -->
<div id="multihazard-card" class="assessment-card">
<div class="card-header">
<h2>Multi-Hazard Analysis</h2>
<p>Comprehensive assessment across fluvial, coastal, and pluvial hazards</p>
</div>
<form onsubmit="assessLocation(event, '/assess_multihazard', 'multihazard-results')">
<div class="form-grid">
<div class="input-card">
<label for="latitude3">Latitude</label>
<input type="text" id="latitude3" name="latitude3" pattern="-?[0-9]*[.,]?[0-9]*"
autocomplete="off" required placeholder="40.7128" list="lat-suggestions">
</div>
<div class="input-card">
<label for="longitude3">Longitude</label>
<input type="text" id="longitude3" name="longitude3" pattern="-?[0-9]*[.,]?[0-9]*"
autocomplete="off" required placeholder="-74.0060" list="lon-suggestions">
</div>
<div class="input-card">
<label for="height3">Building Height</label>
<div class="height-group">
<input type="number" id="height3" step="any" value="0">
<button type="button" class="gba-height-btn tooltip-btn" data-lat-id="latitude3"
data-lon-id="longitude3" data-height-id="height3"
data-error-id="multihazard-error"
data-tooltip="The height is from Global Buildings Atlas.">
Get Height (GBA)
</button>
</div>
<button type="button" class="predict-height-btn secondary-btn-style tooltip-btn"
data-lat-id="latitude3" data-lon-id="longitude3" data-height-id="height3"
data-error-id="multihazard-error"
data-tooltip="Uses the DL model to predict the building height, trained on Barcelona, Paris, Astana, and Vienna.">
Predict Height
</button>
<p class="helper-text">Meters above ground</p>
</div>
<div class="input-card">
<label for="basement3">Basement Depth</label>
<input type="text" id="basement3" name="basement3" inputmode="text"
pattern="-?[0-9]*[.,]?[0-9]*" step="0.1" value="0" max="0">
<p class="helper-text">Meters below ground (negative)</p>
</div>
</div>
<div class="action-section">
<button type="submit" class="primary-button">Run Multi-Hazard Analysis</button>
</div>
</form>
<div class="loading-state" id="multihazard-loading">
<div class="loading-spinner"></div>
<p>Analyzing multiple flood hazards...</p>
</div>
<div class="error-message" id="multihazard-error"></div>
<div class="results-section" id="multihazard-results"></div>
</div>
<!-- Batch Processing -->
<div id="batch-card" class="assessment-card">
<div class="card-header">
<h2>Batch Processing</h2>
<p>Upload a CSV file to assess multiple locations simultaneously</p>
</div>
<div class="form-grid">
<div class="input-card">
<label for="batchMode">Analysis Mode</label>
<select id="batchMode">
<option value="standard">Basic Assessment Model</option>
<option value="multihazard">Multi-Hazard Analysis</option>
</select>
<p class="helper-text">Choose the assessment type for batch processing</p>
</div>
<div class="input-card">
<label for="csvFile">CSV File</label>
<input type="file" id="csvFile" accept=".csv">
<p class="helper-text">Required columns: latitude, longitude in decimal degrees (e.g. 29.17,
-95.31). Optional: height(meters), basement (should be negative).</p>
</div>
</div>
<div class="input-card" style="margin-top: 1.5rem;">
<label for="heightSource">Building Height Source</label>
<select id="heightSource">
<option value="csv">Use height from CSV (default)</option>
<option value="gba">Use height from Global Buildings Atlas (GBA)</option>
<option value="predicted">Use DL-predicted building height</option>
</select>
<p class="helper-text">
Choose how to obtain building height for each row in the vulnerability assessment.
</p>
</div>
<div class="action-section">
<button class="primary-button" onclick="uploadBatch()">Process Batch</button>
</div>
<div class="loading-state" id="batch-loading">
<div class="loading-spinner"></div>
<p>Processing batch assessments...</p>
</div>
<div class="error-message" id="batch-error"></div>
<div class="results-section" id="batch-results"></div>
</div>
</main>
</div>
<footer>
© 2025 Flood Vulnerability Assessment | Powered by Google Earth Engine
</footer>
</div>
<datalist id="lat-suggestions"></datalist>
<datalist id="lon-suggestions"></datalist>
<datalist id="height-suggestions"></datalist>
<datalist id="basement-suggestions"></datalist>
<script src="/static/js/app.js"></script>
</body>
</html> |