Root cause of Am-241 misidentification: the Radiacode 103's CsI(Tl) crystal shifts low-energy peaks upward (59.5 keV → 71.6 keV for Am-241) due to non-proportional scintillation response. The model was trained on theoretical peak positions and couldn't match the shifted real peaks. Changes: - Add inverse CsI(Tl) non-linear correction to inference pipeline (radiacode_monitor.py, web/config.py, test_detection.py) E_apparent = E_true * (1 + 0.37 * exp(-E_true/100)) Corrects channel mapping so peaks appear at theoretical energies - Fix energy calibration: DetectorConfig now uses E = 0.33 + 2.97*ch with 1023 channels, matching the real detector (was energy_min=20, skip_first_channel=True, different channel width) - Add K-escape peaks for CsI(Tl) iodine X-ray escape (E - 28.5 keV) - Add asymmetric peak shapes for low-energy tails (< 200 keV) - Add log1p normalization in dataset and inference (replaces max-norm) - Add background-subtracted training mode (subtract_background flag) - Add low-signal augmentation (0.01-5 Bq activities, 30-300s durations) - Update docker-compose.yml: batch_size=32, duration=30-300s, CSI_NONLINEAR_ALPHA/BETA env vars for detect and web - Web dashboard: apply CsI correction to displayed spectra - Various UI fixes (Chart.js width, zoom/pan, isotope lines) Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
207 lines
8.0 KiB
JavaScript
207 lines
8.0 KiB
JavaScript
let spectrumChart = null;
|
|
let currentSpectrumData = null;
|
|
|
|
async function refreshSpectrum() {
|
|
const showDiff = document.getElementById('show-difference').checked;
|
|
const endpoint = showDiff ? '/api/spectrum/difference' : '/api/spectrum/current';
|
|
|
|
try {
|
|
const resp = await fetch(`${API_BASE}${endpoint}`);
|
|
if (!resp.ok) return;
|
|
const data = await resp.json();
|
|
currentSpectrumData = data;
|
|
updateSpectrumChart(data);
|
|
updateIsotopesTable(data.isotopes_detected || []);
|
|
} catch {}
|
|
}
|
|
|
|
function updateSpectrumChart(data) {
|
|
const logScale = document.getElementById('log-scale').checked;
|
|
const showLines = document.getElementById('show-isotope-lines').checked;
|
|
const detectedOnly = document.getElementById('lines-detected-only').checked;
|
|
const showBgOverlay = document.getElementById('show-bg-overlay').checked;
|
|
const ctx = document.getElementById('spectrum-chart').getContext('2d');
|
|
|
|
const toData = (counts, energies) => counts.map((v, i) => ({ x: energies[i], y: v }));
|
|
const energy = data.energy_kev;
|
|
|
|
const datasets = [{
|
|
label: data.background_subtracted ? 'Spectre (background soustrait)' : 'Spectre cumulé',
|
|
data: toData(data.counts, energy),
|
|
borderColor: '#4fc3f7',
|
|
backgroundColor: 'rgba(79, 195, 247, 0.1)',
|
|
borderWidth: 1,
|
|
pointRadius: 0,
|
|
fill: logScale ? 'origin' : true,
|
|
tension: 0.1,
|
|
}];
|
|
|
|
// Overlay background if requested and available, scaled to match spectrum max
|
|
if (showBgOverlay && bgOverlayData) {
|
|
const specMax = Math.max(...data.counts);
|
|
const bgMax = Math.max(...bgOverlayData.counts);
|
|
const bgScale = bgMax > 0 ? specMax / bgMax : 1;
|
|
const bgEnergy = bgOverlayData.energy_kev || energy;
|
|
datasets.push({
|
|
label: 'Background',
|
|
data: bgOverlayData.counts.map((v, i) => ({ x: bgEnergy[i] ?? energy[i], y: v * bgScale })),
|
|
borderColor: 'rgba(255, 152, 0, 0.6)',
|
|
backgroundColor: 'rgba(255, 152, 0, 0.05)',
|
|
borderWidth: 1,
|
|
pointRadius: 0,
|
|
fill: true,
|
|
tension: 0.1,
|
|
});
|
|
}
|
|
|
|
const chartData = {
|
|
datasets: datasets,
|
|
};
|
|
|
|
// Annotations
|
|
let annotations = {};
|
|
if (showLines) {
|
|
annotations = buildIsotopeAnnotations(detectedOnly, (data.isotopes_detected || []).map(i => i.isotope));
|
|
}
|
|
|
|
const firstPt = datasets[0].data[0];
|
|
const lastPt = datasets[0].data[datasets[0].data.length - 1];
|
|
const panRange = spectrumChart?._panRange;
|
|
const xMin = panRange ? panRange[0] : (firstPt?.x ?? 0);
|
|
const xMax = panRange ? panRange[1] : (lastPt?.x ?? 3000);
|
|
const options = {
|
|
responsive: true,
|
|
maintainAspectRatio: false,
|
|
animation: { duration: 300 },
|
|
interaction: { mode: 'index', intersect: false },
|
|
plugins: {
|
|
legend: { labels: { color: '#e0e0e0' } },
|
|
tooltip: {
|
|
enabled: true,
|
|
mode: 'index',
|
|
intersect: false,
|
|
filter: (item) => item.parsed.y != null,
|
|
callbacks: {
|
|
title: (items) => `${items[0].parsed.x.toFixed(1)} keV`,
|
|
label: (item) => `${item.dataset.label}: ${item.parsed.y.toFixed(1)} counts`
|
|
}
|
|
},
|
|
annotation: {
|
|
annotations: annotations
|
|
},
|
|
zoom: {
|
|
zoom: {
|
|
wheel: { enabled: true },
|
|
pinch: { enabled: true },
|
|
drag: { enabled: false },
|
|
mode: 'x',
|
|
onZoomComplete: () => {
|
|
document.getElementById('reset-zoom-spectrum').style.display = 'inline-block';
|
|
}
|
|
}
|
|
}
|
|
},
|
|
scales: {
|
|
x: {
|
|
type: 'linear',
|
|
min: xMin,
|
|
max: xMax,
|
|
title: { display: true, text: 'Énergie (keV)', color: '#888' },
|
|
ticks: { color: '#888', maxTicksLimit: 20 },
|
|
grid: { color: '#333' },
|
|
},
|
|
y: {
|
|
type: logScale ? 'logarithmic' : 'linear',
|
|
min: logScale ? 0.5 : undefined,
|
|
title: { display: true, text: logScale ? 'Comptages (log)' : 'Comptages', color: '#888' },
|
|
ticks: { color: '#888' },
|
|
grid: { color: '#333' },
|
|
}
|
|
}
|
|
};
|
|
|
|
if (spectrumChart) {
|
|
spectrumChart.data = chartData;
|
|
spectrumChart.options = options;
|
|
spectrumChart.update();
|
|
} else {
|
|
spectrumChart = new Chart(ctx, { type: 'line', data: chartData, ...options });
|
|
const panMin = firstPt?.x ?? 0;
|
|
const panMax = lastPt?.x ?? 3000;
|
|
enablePan(spectrumChart, 'reset-zoom-spectrum', panMin, panMax);
|
|
// Fix: Chart.js may read wrong canvas dimensions on first render;
|
|
// resize on next frame ensures layout is fully computed.
|
|
requestAnimationFrame(() => spectrumChart.resize());
|
|
}
|
|
}
|
|
|
|
function updateIsotopesTable(isotopes) {
|
|
const container = document.getElementById('isotopes-table');
|
|
if (!isotopes || isotopes.length === 0) {
|
|
container.innerHTML = '<p style="color:#888;text-align:center;padding:8px;">Aucun isotope détecté (background uniquement)</p>';
|
|
return;
|
|
}
|
|
|
|
let html = '<h3 style="margin-bottom:8px;color:#4fc3f7;">Isotopes détectés</h3>';
|
|
isotopes.forEach(iso => {
|
|
const probColor = iso.probability > 0.9 ? '#4caf50' : iso.probability > 0.7 ? '#ff9800' : '#f44336';
|
|
html += `<div class="isotope-row">
|
|
<span class="isotope-name">${iso.isotope}</span>
|
|
<span class="isotope-prob" style="color:${probColor}">${(iso.probability * 100).toFixed(1)}%</span>
|
|
<span class="isotope-activity">${iso.activity_bq.toFixed(1)} Bq</span>
|
|
</div>`;
|
|
});
|
|
container.innerHTML = html;
|
|
}
|
|
|
|
let bgOverlayData = null;
|
|
|
|
async function loadBgOverlay() {
|
|
if (bgOverlayData) return;
|
|
try {
|
|
const resp = await fetch(`${API_BASE}/api/background/spectrum`);
|
|
if (!resp.ok) return;
|
|
bgOverlayData = await resp.json();
|
|
} catch {}
|
|
}
|
|
|
|
// Event listeners
|
|
document.getElementById('show-difference').addEventListener('change', refreshSpectrum);
|
|
document.getElementById('log-scale').addEventListener('change', refreshSpectrum);
|
|
document.getElementById('show-isotope-lines').addEventListener('change', refreshSpectrum);
|
|
document.getElementById('lines-detected-only').addEventListener('change', refreshSpectrum);
|
|
document.getElementById('show-bg-overlay').addEventListener('change', async (e) => {
|
|
if (e.target.checked) await loadBgOverlay();
|
|
refreshSpectrum();
|
|
});
|
|
|
|
// Reset zoom — restore full energy range
|
|
document.getElementById('reset-zoom-spectrum')?.addEventListener('click', () => {
|
|
if (spectrumChart) {
|
|
spectrumChart.resetZoom();
|
|
delete spectrumChart._panRange;
|
|
const firstPt = spectrumChart.data.datasets[0]?.data?.[0];
|
|
const lastPt = spectrumChart.data.datasets[0]?.data?.[spectrumChart.data.datasets[0].data.length - 1];
|
|
spectrumChart.options.scales.x.min = firstPt?.x ?? 0;
|
|
spectrumChart.options.scales.x.max = lastPt?.x ?? 3000;
|
|
spectrumChart.update();
|
|
document.getElementById('reset-zoom-spectrum').style.display = 'none';
|
|
}
|
|
});
|
|
|
|
// Download CSV
|
|
document.getElementById('download-csv').addEventListener('click', () => {
|
|
if (!currentSpectrumData) return;
|
|
const header = 'energy_keV,counts';
|
|
const rows = currentSpectrumData.energy_kev.map((e, i) =>
|
|
`${e},${currentSpectrumData.counts[i]}`
|
|
);
|
|
const csv = [header, ...rows].join('\n');
|
|
const blob = new Blob([csv], { type: 'text/csv' });
|
|
const url = URL.createObjectURL(blob);
|
|
const a = document.createElement('a');
|
|
a.href = url;
|
|
a.download = `spectrum_${new Date().toISOString().slice(0, 19).replace(/[T:]/g, '-')}.csv`;
|
|
a.click();
|
|
URL.revokeObjectURL(url);
|
|
}); |