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This commit is contained in:
Felix Delattre 2026-02-20 21:57:42 +01:00
parent f9da4aef7d
commit 3919b8e871
12 changed files with 953 additions and 203 deletions
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157
webapp/index.html
View file

@ -11,6 +11,9 @@
.slider-container { position: sticky; top: 0; background: white; padding: 20px; z-index: 1000; border-bottom: 1px solid #ccc; }
.scenario-selector { margin-bottom: 10px; }
.scenario-selector select { padding: 5px 10px; font-size: 14px; }
.site-selector { margin-bottom: 10px; }
.site-selector select { padding: 5px 10px; font-size: 14px; }
.site-selector label { margin-right: 5px; }
.container { max-width: 1400px; margin: 0 auto; padding: 20px; }
.header { display: flex; gap: 20px; margin-bottom: 20px; border-bottom: 1px solid #ccc; padding-top: 10px;padding-bottom: 20px;}
.header-col { flex: 1; }
@ -60,6 +63,12 @@
<div id="sitemap" class="sitemap"></div>
</div>
</div>
<div class="site-selector">
<label for="siteSelect">Site: </label>
<select id="siteSelect"></select>
<label for="seasonSelect">Season: </label>
<select id="seasonSelect"></select>
</div>
<div class="scenario-selector">
<label for="scenarioSelect">Scenario: </label>
<select id="scenarioSelect">
@ -118,15 +127,16 @@
proj4.defs("EPSG:32632", "+proj=utm +zone=32 +datum=WGS84 +units=m +no_defs");
proj4.defs("EPSG:4326", "+proj=longlat +datum=WGS84 +no_defs");
const start = new Date(2024, 0, 1);
let start = new Date(2024, 0, 1);
const slider = document.getElementById("dateSlider");
const dateDisplay = document.getElementById("dateDisplay");
const osmUrl = "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png";
const osmOpts = { attribution: "OpenStreetMap", opacity: 0.4 };
const mapOpts = { zoomControl: false };
const sitePosition = [47.116171, 11.320308];
const siteName = "innsbruck";
const season = "2024";
let sitePosition = [47.116171, 11.320308];
let siteName = "innsbruck";
let season = "2024";
let sitesData = null;
const urlParams = new URLSearchParams(location.search);
const strategy = urlParams.get("strategy") || "aggressive";
@ -139,7 +149,7 @@
let allScenariosGCC = {};
let metricsData = null;
const siteMap = L.map("sitemap", { zoomControl: false }).setView(sitePosition, 4).addLayer(L.tileLayer(osmUrl, { attribution: "OpenStreetMap", opacity: 1 }));
L.marker(sitePosition, { icon: L.divIcon({ className: "site-marker", html: "<div style='width:8px;height:8px;background:red;border:2px solid white;border-radius:50%;box-shadow:0 0 2px rgba(0,0,0,0.5);'></div>", iconSize: [8, 8] }) }).addTo(siteMap);
const siteMarker = L.marker(sitePosition, { icon: L.divIcon({ className: "site-marker", html: "<div style='width:8px;height:8px;background:red;border:2px solid white;border-radius:50%;box-shadow:0 0 2px rgba(0,0,0,0.5);'></div>", iconSize: [8, 8] }) }).addTo(siteMap);
const maps = {
s2: L.map("s2map", mapOpts).setView(sitePosition, 12).addLayer(L.tileLayer(osmUrl, osmOpts)),
fusion: L.map("fusionmap", mapOpts).setView(sitePosition, 12).addLayer(L.tileLayer(osmUrl, osmOpts)),
@ -173,6 +183,7 @@
});
async function loadTimeseries() {
metricsData = null;
const fusionPath = getFusionPath();
const [s2, fusion, s3, s2gcc, fusiongcc, s3gcc, phenocam] = await Promise.all([
fetch(`../data/${siteName}/${season}/processed_${strategy}_sigma${sigma}/ndvi/s2/timeseries.json`).then(r => r.json()).catch(() => []),
@ -526,8 +537,13 @@
function drawMetricsTable() {
const container = document.getElementById("metricsTable");
const hasAnyData = timeseries.s2.length || timeseries.fusion.length || timeseries.s3.length || phenocamGreennessTimeseries.length;
if (!hasAnyData) {
container.innerHTML = "<p style='color:#666; font-size:12px;'>No data for this site/season.</p>";
return;
}
if (!metricsData || !metricsData.temporal) {
container.innerHTML = "<p style='color:#666; font-size:12px;'>Metrics not available. Run calculate_metrics.py to generate.</p>";
container.innerHTML = "<p style='color:#666; font-size:12px;'>Metrics not available. Run the pipeline (run.py) or metrics_stats.py to generate.</p>";
return;
}
@ -789,6 +805,8 @@
const date = dateFromDays(parseInt(slider.value));
dateDisplay.textContent = date;
const params = new URLSearchParams();
params.set("site", siteName);
params.set("season", season);
params.set("date", date);
params.set("strategy", strategy);
if (sigma !== "20") params.set("sigma", sigma);
@ -822,10 +840,131 @@
window.location.search = params.toString();
});
const urlDate = urlParams.get("date");
if (urlDate) slider.value = daysFromDate(urlDate);
const siteSelect = document.getElementById("siteSelect");
const seasonSelect = document.getElementById("seasonSelect");
function getSiteBySitename(sitename) {
return sitesData?.features?.find(f => f.properties?.sitename === sitename);
}
let availableSiteSeasons = {}; // { sitename: [season, ...] }
function populateSeasonOptions(sitename) {
seasonSelect.innerHTML = "";
const seasons = availableSiteSeasons[sitename] || [];
for (const s of seasons) {
const opt = document.createElement("option");
opt.value = s;
opt.textContent = s;
seasonSelect.appendChild(opt);
}
}
async function probeDataExists(sitename, season) {
try {
const res = await fetch(`../data/${sitename}/${season}/metrics.json`, { method: "HEAD" });
return res.ok;
} catch { return false; }
}
async function setSiteSeason(newSiteName, newSeason) {
const site = getSiteBySitename(newSiteName);
let pos;
let description;
if (site) {
const [lon, lat] = site.geometry.coordinates;
pos = [lat, lon];
description = site.properties.description || newSiteName;
} else {
pos = [47.116171, 11.320308];
description = newSiteName;
}
siteName = newSiteName;
season = newSeason;
sitePosition = pos;
start = new Date(parseInt(season), 0, 1);
const yearEnd = new Date(parseInt(season), 11, 31);
slider.max = Math.ceil((yearEnd - start) / 86400000);
document.getElementById("siteName").textContent = description;
document.getElementById("season").textContent = season;
siteMap.setView(sitePosition, 4);
siteMarker.setLatLng(sitePosition);
for (const source of ["s2", "fusion", "s3"]) {
maps[source].setView(sitePosition, 12);
markers[source].setLatLng(sitePosition);
}
const params = new URLSearchParams(location.search);
params.set("site", siteName);
params.set("season", season);
history.replaceState({}, "", `?${params}`);
await loadTimeseries();
const urlDate = params.get("date");
if (urlDate) slider.value = daysFromDate(urlDate);
await updateImages();
}
async function init() {
try {
const res = await fetch("../data/sites.geojson");
if (!res.ok) throw new Error("Could not load sites");
sitesData = await res.json();
} catch (e) {
console.error("Failed to load sites.geojson:", e);
sitesData = { features: [] };
}
const features = sitesData.features || [];
availableSiteSeasons = {};
for (const f of features) {
const sn = f.properties?.sitename;
if (!sn) continue;
const seasonsFromGeo = f.properties?.seasons ? Object.keys(f.properties.seasons).sort() : [];
const withData = [];
for (const s of seasonsFromGeo) {
if (await probeDataExists(sn, s)) withData.push(s);
}
if (withData.length) availableSiteSeasons[sn] = withData;
}
const availableSites = Object.keys(availableSiteSeasons);
siteSelect.innerHTML = "";
if (availableSites.length === 0) {
const opt = document.createElement("option");
opt.value = "innsbruck";
opt.textContent = "innsbruck";
siteSelect.appendChild(opt);
availableSiteSeasons.innsbruck = ["2024"];
} else {
for (const sn of availableSites.sort()) {
const opt = document.createElement("option");
opt.value = sn;
opt.textContent = sn;
siteSelect.appendChild(opt);
}
}
const urlSite = urlParams.get("site");
const urlSeason = urlParams.get("season");
const initialSite = urlSite && availableSites.includes(urlSite) ? urlSite : availableSites[0] || "innsbruck";
siteName = initialSite;
siteSelect.value = initialSite;
populateSeasonOptions(initialSite);
const seasons = availableSiteSeasons[initialSite] || [];
const initialSeason = urlSeason && seasons.includes(urlSeason) ? urlSeason : (seasons[0] || "2024");
season = initialSeason;
seasonSelect.value = initialSeason;
siteSelect.addEventListener("change", function() {
const sn = this.value;
populateSeasonOptions(sn);
const seas = availableSiteSeasons[sn] || [];
seasonSelect.value = seas[0] || season;
setSiteSeason(sn, seasonSelect.value);
});
seasonSelect.addEventListener("change", function() {
setSiteSeason(siteSelect.value, this.value);
});
await setSiteSeason(initialSite, initialSeason);
}
slider.addEventListener("input", updateImages);
loadTimeseries().then(updateImages);
init();
</script>
</body>
</html>

492
webapp/s2-timeseries.html Normal file
View file

@ -0,0 +1,492 @@
<!DOCTYPE html>
<html>
<head>
<title>S2 Band Reflectance Timeseries</title>
<link rel="stylesheet" href="https://unpkg.com/leaflet@1.9.4/dist/leaflet.css" />
<script src="https://unpkg.com/leaflet@1.9.4/dist/leaflet.js"></script>
<script src="https://cdn.jsdelivr.net/npm/geotiff@2.0.7/dist-browser/geotiff.js"></script>
<script src="https://cdn.jsdelivr.net/npm/proj4@2.9.0/dist/proj4.js"></script>
<style>
body { margin: 0; font-family: sans-serif; }
.container { max-width: 900px; margin: 0 auto; padding: 20px; }
.selectors { margin-bottom: 20px; }
.selectors select { padding: 5px 10px; font-size: 14px; margin-right: 15px; }
h1 { margin: 0 0 5px 0; font-size: 22px; }
h2 { margin: 0 0 15px 0; font-size: 16px; color: #666; }
.plot { width: 100%; height: 100px; border: 1px solid #ccc; margin-bottom: 15px; }
.plot-label { font-size: 12px; margin-bottom: 3px; color: #666; }
#dateSlider { width: 100%; margin: 15px 0; }
#dateDisplay { text-align: center; font-size: 14px; color: #666; }
.map-label { font-size: 12px; margin-bottom: 3px; color: #666; }
.map-date { font-size: 11px; margin-top: 3px; color: #999; }
#s2map { height: 400px; border: 1px solid #ccc; margin-top: 10px; }
.leaflet-image-layer { image-rendering: pixelated; }
.leaflet-control-attribution { display: none; }
</style>
</head>
<body>
<div class="container">
<h1 id="siteName">Innsbruck</h1>
<h2 id="season">2024</h2>
<div class="selectors">
<label>Site:</label>
<select id="siteSelect"></select>
<label>Season:</label>
<select id="seasonSelect"></select>
<label>Scenario:</label>
<select id="scenarioSelect">
<option value="aggressive_20">Aggressive σ20</option>
<option value="aggressive_30">Aggressive σ30</option>
<option value="nonaggressive_20">Non-aggressive σ20</option>
<option value="nonaggressive_30">Non-aggressive σ30</option>
</select>
</div>
<input type="range" id="dateSlider" min="0" max="365" value="0">
<div id="dateDisplay">2024-01-01</div>
<div class="map-label">S2 RGB (closest available)</div>
<div id="s2rgbdate" class="map-date"></div>
<div id="s2map"></div>
<div id="bandPlots"></div>
</div>
<script>
proj4.defs("EPSG:32632", "+proj=utm +zone=32 +datum=WGS84 +units=m +no_defs");
proj4.defs("EPSG:4326", "+proj=longlat +datum=WGS84 +no_defs");
const BANDS = [
{ key: "b02", label: "B02 (Blue)", color: "#0066ff" },
{ key: "b03", label: "B03 (Green)", color: "#00aa00" },
{ key: "b04", label: "B04 (Red)", color: "#cc0000" },
{ key: "b8a", label: "B8A (NIR)", color: "#9900cc" }
];
let siteName = "innsbruck", season = "2024";
let sitePosition = [47.116171, 11.320308];
let start = new Date(2024, 0, 1);
let timeseries = [];
let gccTimeseries = [];
let ndviTimeseries = [];
let availableSiteSeasons = {};
let s2Map = null, s2Overlay = null, s2Marker = null;
const urlParams = new URLSearchParams(location.search);
const [strategy, sigma] = (urlParams.get("scenario") || "aggressive_20").split("_");
function getBasePath() {
return `processed_${strategy}_sigma${sigma || "20"}`;
}
function fmtDate(d) {
return `${d.getFullYear()}-${String(d.getMonth() + 1).padStart(2, "0")}-${String(d.getDate()).padStart(2, "0")}`;
}
const dateFromDays = (days) => fmtDate(new Date(start.getTime() + days * 86400000));
const daysFromDate = (dateStr) => {
const [y, m, d] = dateStr.split("-").map(Number);
return Math.floor((new Date(y, m - 1, d) - start) / 86400000);
};
function drawBandPlot(canvasId, bandKey, bandLabel, color) {
const canvas = document.getElementById(canvasId);
if (!canvas) return;
const ctx = canvas.getContext("2d");
canvas.width = canvas.offsetWidth;
canvas.height = 100;
const w = canvas.width, h = canvas.height, pad = 30;
const plotW = w - pad * 2, plotH = h - pad * 2;
const data = timeseries.filter(t => t[bandKey] != null);
if (!data.length) return;
const dates = data.map(t => new Date(t.date));
const values = data.map(t => t[bandKey]);
const minDate = new Date(Math.min(...dates)), maxDate = new Date(Math.max(...dates));
const dateRange = maxDate - minDate || 1;
const minVal = Math.min(...values), maxVal = Math.max(...values);
const valRange = maxVal - minVal || 1;
const x = (d) => pad + ((new Date(d) - minDate) / dateRange) * plotW;
const y = (v) => pad + plotH - ((v - minVal) / valRange) * plotH;
ctx.clearRect(0, 0, w, h);
ctx.strokeStyle = "#ccc";
ctx.beginPath();
ctx.moveTo(pad, pad);
ctx.lineTo(pad, pad + plotH);
ctx.lineTo(pad + plotW, pad + plotH);
ctx.stroke();
ctx.fillStyle = "#000";
ctx.font = "9px sans-serif";
ctx.fillText(minVal.toFixed(4), 2, pad + plotH + 10);
ctx.fillText(maxVal.toFixed(4), 2, pad + 3);
ctx.strokeStyle = color;
ctx.beginPath();
data.forEach((t, i) => {
const px = x(t.date), py = y(t[bandKey]);
i === 0 ? ctx.moveTo(px, py) : ctx.lineTo(px, py);
});
ctx.stroke();
ctx.fillStyle = "#888";
const axisY = pad + plotH;
for (const t of data) ctx.fillRect(x(t.date) - 1, axisY - 1, 2, 2);
const currentDate = dateFromDays(parseInt(document.getElementById("dateSlider").value));
const xPos = x(currentDate);
ctx.strokeStyle = "#f00";
ctx.lineWidth = 2;
ctx.beginPath();
ctx.moveTo(xPos, pad);
ctx.lineTo(xPos, pad + plotH);
ctx.stroke();
const closest = data.reduce((c, t) =>
Math.abs(new Date(t.date) - new Date(currentDate)) < Math.abs(new Date(c.date) - new Date(currentDate)) ? t : c
);
if (closest) {
ctx.fillStyle = "#f00";
ctx.font = "bold 10px sans-serif";
ctx.fillText(closest[bandKey].toFixed(4), xPos + 5, y(closest[bandKey]) - 5);
}
}
function drawNdviPlot() {
const canvas = document.getElementById("plot_ndvi");
if (!canvas) return;
const ctx = canvas.getContext("2d");
canvas.width = canvas.offsetWidth;
canvas.height = 100;
const w = canvas.width, h = canvas.height, pad = 30;
const plotW = w - pad * 2, plotH = h - pad * 2;
const data = ndviTimeseries.filter(t => t.ndvi != null);
if (!data.length) return;
const dates = data.map(t => new Date(t.date));
const values = data.map(t => t.ndvi);
const minDate = new Date(Math.min(...dates)), maxDate = new Date(Math.max(...dates));
const dateRange = maxDate - minDate || 1;
const minVal = Math.min(...values), maxVal = Math.max(...values);
const valRange = maxVal - minVal || 1;
const x = (d) => pad + ((new Date(d) - minDate) / dateRange) * plotW;
const y = (v) => pad + plotH - ((v - minVal) / valRange) * plotH;
ctx.clearRect(0, 0, w, h);
ctx.strokeStyle = "#ccc";
ctx.beginPath();
ctx.moveTo(pad, pad);
ctx.lineTo(pad, pad + plotH);
ctx.lineTo(pad + plotW, pad + plotH);
ctx.stroke();
ctx.fillStyle = "#000";
ctx.font = "9px sans-serif";
ctx.fillText(minVal.toFixed(3), 2, pad + plotH + 10);
ctx.fillText(maxVal.toFixed(3), 2, pad + 3);
ctx.strokeStyle = "#2d7a3e";
ctx.beginPath();
data.forEach((t, i) => {
const px = x(t.date), py = y(t.ndvi);
i === 0 ? ctx.moveTo(px, py) : ctx.lineTo(px, py);
});
ctx.stroke();
ctx.fillStyle = "#888";
const axisY = pad + plotH;
for (const t of data) ctx.fillRect(x(t.date) - 1, axisY - 1, 2, 2);
const currentDate = dateFromDays(parseInt(document.getElementById("dateSlider").value));
const xPos = x(currentDate);
ctx.strokeStyle = "#f00";
ctx.lineWidth = 2;
ctx.beginPath();
ctx.moveTo(xPos, pad);
ctx.lineTo(xPos, pad + plotH);
ctx.stroke();
const closest = data.reduce((c, t) =>
Math.abs(new Date(t.date) - new Date(currentDate)) < Math.abs(new Date(c.date) - new Date(currentDate)) ? t : c
);
if (closest) {
ctx.fillStyle = "#f00";
ctx.font = "bold 10px sans-serif";
ctx.fillText(closest.ndvi.toFixed(3), xPos + 5, y(closest.ndvi) - 5);
}
}
function drawGccPlot() {
const canvas = document.getElementById("plot_gcc");
if (!canvas) return;
const ctx = canvas.getContext("2d");
canvas.width = canvas.offsetWidth;
canvas.height = 100;
const w = canvas.width, h = canvas.height, pad = 30;
const plotW = w - pad * 2, plotH = h - pad * 2;
const data = gccTimeseries.filter(t => t.greenness_index != null);
if (!data.length) return;
const dates = data.map(t => new Date(t.date));
const values = data.map(t => t.greenness_index);
const minDate = new Date(Math.min(...dates)), maxDate = new Date(Math.max(...dates));
const dateRange = maxDate - minDate || 1;
const minVal = Math.min(...values), maxVal = Math.max(...values);
const valRange = maxVal - minVal || 1;
const x = (d) => pad + ((new Date(d) - minDate) / dateRange) * plotW;
const y = (v) => pad + plotH - ((v - minVal) / valRange) * plotH;
ctx.clearRect(0, 0, w, h);
ctx.strokeStyle = "#ccc";
ctx.beginPath();
ctx.moveTo(pad, pad);
ctx.lineTo(pad, pad + plotH);
ctx.lineTo(pad + plotW, pad + plotH);
ctx.stroke();
ctx.fillStyle = "#000";
ctx.font = "9px sans-serif";
ctx.fillText(minVal.toFixed(3), 2, pad + plotH + 10);
ctx.fillText(maxVal.toFixed(3), 2, pad + 3);
ctx.strokeStyle = "#00aa00";
ctx.beginPath();
data.forEach((t, i) => {
const px = x(t.date), py = y(t.greenness_index);
i === 0 ? ctx.moveTo(px, py) : ctx.lineTo(px, py);
});
ctx.stroke();
ctx.fillStyle = "#888";
const axisY = pad + plotH;
for (const t of data) ctx.fillRect(x(t.date) - 1, axisY - 1, 2, 2);
const currentDate = dateFromDays(parseInt(document.getElementById("dateSlider").value));
const xPos = x(currentDate);
ctx.strokeStyle = "#f00";
ctx.lineWidth = 2;
ctx.beginPath();
ctx.moveTo(xPos, pad);
ctx.lineTo(xPos, pad + plotH);
ctx.stroke();
const closest = data.reduce((c, t) =>
Math.abs(new Date(t.date) - new Date(currentDate)) < Math.abs(new Date(c.date) - new Date(currentDate)) ? t : c
);
if (closest) {
ctx.fillStyle = "#f00";
ctx.font = "bold 10px sans-serif";
ctx.fillText(closest.greenness_index.toFixed(3), xPos + 5, y(closest.greenness_index) - 5);
}
}
function drawAllPlots() {
drawNdviPlot();
drawGccPlot();
BANDS.forEach(b => drawBandPlot(`plot_${b.key}`, b.key, b.label, b.color));
}
async function loadTimeseries() {
const base = `../data/${siteName}/${season}/${getBasePath()}`;
try {
const [bandsRes, gccRes, ndviRes] = await Promise.all([
fetch(`${base}/s2_bands/timeseries.json`),
fetch(`${base}/gcc/s2/timeseries.json`),
fetch(`${base}/ndvi/s2/timeseries.json`)
]);
timeseries = bandsRes.ok ? await bandsRes.json() : [];
gccTimeseries = gccRes.ok ? await gccRes.json() : [];
ndviTimeseries = ndviRes.ok ? await ndviRes.json() : [];
} catch {
timeseries = [];
gccTimeseries = [];
ndviTimeseries = [];
}
document.getElementById("bandPlots").innerHTML =
`<div class="plot-label">S2 NDVI</div><canvas id="plot_ndvi" class="plot"></canvas>` +
`<div class="plot-label">S2 GCC (Greenness Index)</div><canvas id="plot_gcc" class="plot"></canvas>` +
BANDS.map(b => `<div class="plot-label">${b.label}</div><canvas id="plot_${b.key}" class="plot"></canvas>`).join("");
const yearEnd = new Date(parseInt(season), 11, 31);
document.getElementById("dateSlider").max = Math.ceil((yearEnd - start) / 86400000);
drawAllPlots();
document.getElementById("dateDisplay").textContent = dateFromDays(parseInt(document.getElementById("dateSlider").value));
updateS2Imagery();
}
async function probeDataExists(sitename, s) {
try {
const res = await fetch(`../data/${sitename}/${s}/processed_aggressive_sigma20/s2_bands/timeseries.json`, { method: "HEAD" });
return res.ok;
} catch { return false; }
}
function getSiteBySitename(sitename) {
return window.sitesData?.features?.find(f => f.properties?.sitename === sitename);
}
async function setSiteSeason(newSite, newSeason) {
siteName = newSite;
season = newSeason;
start = new Date(parseInt(season), 0, 1);
const site = getSiteBySitename(newSite);
if (site?.geometry?.coordinates) {
const [lon, lat] = site.geometry.coordinates;
sitePosition = [lat, lon];
}
if (s2Map) { s2Map.setView(sitePosition, 12); if (s2Marker) s2Marker.setLatLng(sitePosition); }
document.getElementById("siteName").textContent = (site?.properties?.description || newSite);
document.getElementById("season").textContent = season;
const params = new URLSearchParams(location.search);
params.set("site", siteName);
params.set("season", season);
history.replaceState({}, "", `?${params}`);
await loadTimeseries();
const urlDate = params.get("date");
if (urlDate) document.getElementById("dateSlider").value = daysFromDate(urlDate);
}
async function init() {
try {
const res = await fetch("../data/sites.geojson");
window.sitesData = res.ok ? await res.json() : { features: [] };
} catch {
window.sitesData = { features: [] };
}
const features = window.sitesData.features || [];
for (const f of features) {
const sn = f.properties?.sitename;
if (!sn) continue;
const seasonsFromGeo = f.properties?.seasons ? Object.keys(f.properties.seasons).sort() : [];
const withData = [];
for (const s of seasonsFromGeo) {
if (await probeDataExists(sn, s)) withData.push(s);
}
if (withData.length) availableSiteSeasons[sn] = withData;
}
const availableSites = Object.keys(availableSiteSeasons);
const siteSelect = document.getElementById("siteSelect");
siteSelect.innerHTML = "";
(availableSites.length ? availableSites.sort() : ["innsbruck"]).forEach(sn => {
const opt = document.createElement("option");
opt.value = sn;
opt.textContent = sn;
siteSelect.appendChild(opt);
if (!availableSiteSeasons[sn]) availableSiteSeasons[sn] = ["2024"];
});
const urlSite = urlParams.get("site");
const urlSeason = urlParams.get("season");
const initialSite = (urlSite && availableSiteSeasons[urlSite]) ? urlSite : (availableSites[0] || "innsbruck");
const initialSeason = (urlSeason && (availableSiteSeasons[initialSite] || []).includes(urlSeason)) ? urlSeason : ((availableSiteSeasons[initialSite] || [])[0] || "2024");
siteSelect.value = initialSite;
document.getElementById("seasonSelect").innerHTML = (availableSiteSeasons[initialSite] || []).map(s =>
`<option value="${s}">${s}</option>`
).join("");
document.getElementById("seasonSelect").value = initialSeason;
document.getElementById("scenarioSelect").value = `${strategy}_${sigma || "20"}`;
const initSite = getSiteBySitename(initialSite);
if (initSite?.geometry?.coordinates) {
const [lon, lat] = initSite.geometry.coordinates;
sitePosition = [lat, lon];
}
const osmUrl = "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png";
s2Map = L.map("s2map", { zoomControl: false }).setView(sitePosition, 12)
.addLayer(L.tileLayer(osmUrl, { attribution: "OpenStreetMap", opacity: 0.4 }));
s2Marker = L.marker(sitePosition, { icon: L.divIcon({ className: "site-marker", html: "<div style='width:8px;height:8px;background:red;border:2px solid white;border-radius:50%;box-shadow:0 0 2px rgba(0,0,0,0.5);'></div>", iconSize: [8, 8] }) }).addTo(s2Map);
siteSelect.addEventListener("change", function() {
const sn = this.value;
const seas = availableSiteSeasons[sn] || [];
document.getElementById("seasonSelect").innerHTML = seas.map(s => `<option value="${s}">${s}</option>`).join("");
document.getElementById("seasonSelect").value = seas[0] || "2024";
setSiteSeason(sn, document.getElementById("seasonSelect").value);
});
document.getElementById("seasonSelect").addEventListener("change", function() {
setSiteSeason(siteSelect.value, this.value);
});
document.getElementById("scenarioSelect").addEventListener("change", function() {
const p = new URLSearchParams(location.search);
p.set("scenario", this.value);
window.location.search = p.toString();
});
await setSiteSeason(initialSite, initialSeason);
}
document.getElementById("dateSlider").addEventListener("input", function() {
document.getElementById("dateDisplay").textContent = dateFromDays(parseInt(this.value));
drawAllPlots();
updateS2Imagery();
});
function closestFilename(dateStr) {
const target = new Date(dateStr);
const withData = timeseries.filter(t => t.filename);
if (!withData.length) return null;
const closest = withData.reduce((c, t) =>
Math.abs(new Date(t.date) - target) < Math.abs(new Date(c.date) - target) ? t : c
);
return closest.filename;
}
function transformBounds(bbox, fromCRS) {
const sw = proj4(fromCRS, "EPSG:4326", [bbox[0], bbox[1]]);
const ne = proj4(fromCRS, "EPSG:4326", [bbox[2], bbox[3]]);
return [[sw[1], sw[0]], [ne[1], ne[0]]];
}
async function loadS2Geotiff(filename) {
const path = `../data/${siteName}/${season}/${getBasePath()}/s2/${filename}`;
const tiff = await GeoTIFF.fromArrayBuffer(await (await fetch(path)).arrayBuffer());
const image = await tiff.getImage();
const rasters = await image.readRasters();
const width = image.getWidth(), height = image.getHeight();
const bbox = image.getBoundingBox();
const geoKeys = image.getGeoKeys();
const crsCode = geoKeys.ProjectedCSTypeGeoKey ? `EPSG:${geoKeys.ProjectedCSTypeGeoKey}` :
(geoKeys.GeographicTypeGeoKey !== 4326 ? `EPSG:${geoKeys.GeographicTypeGeoKey}` : "EPSG:4326");
const [blue, green, red] = [0, 1, 2].map(i => Array.from(rasters[i]));
const normalize = (arr) => {
let min = Infinity, max = -Infinity;
for (const v of arr) if (!isNaN(v) && v > 0) { min = Math.min(min, v); max = Math.max(max, v); }
return arr.map(v => Math.max(0, Math.min(255, ((v - min) / (max - min || 1)) * 255)));
};
const [rN, gN, bN] = [red, green, blue].map(normalize);
const canvas = Object.assign(document.createElement("canvas"), { width, height });
const ctx = canvas.getContext("2d");
ctx.imageSmoothingEnabled = false;
const imgData = ctx.createImageData(width, height);
for (let i = 0; i < rN.length; i++) {
const idx = i * 4;
if (rN[i] === 0 && gN[i] === 0 && bN[i] === 0) imgData.data[idx + 3] = 0;
else { imgData.data[idx] = rN[i]; imgData.data[idx + 1] = gN[i]; imgData.data[idx + 2] = bN[i]; imgData.data[idx + 3] = 255; }
}
ctx.putImageData(imgData, 0, 0);
const bounds = crsCode === "EPSG:4326" ? [[bbox[1], bbox[0]], [bbox[3], bbox[2]]] : transformBounds(bbox, crsCode);
return { dataUrl: canvas.toDataURL(), bounds };
}
async function updateS2Imagery() {
const dateStr = dateFromDays(parseInt(document.getElementById("dateSlider").value));
const filename = closestFilename(dateStr);
if (!filename || !s2Map) {
if (s2Overlay) { s2Map.removeLayer(s2Overlay); s2Overlay = null; }
document.getElementById("s2rgbdate").textContent = "";
return;
}
try {
const { dataUrl, bounds } = await loadS2Geotiff(filename);
if (s2Overlay) s2Map.removeLayer(s2Overlay);
s2Overlay = L.imageOverlay(dataUrl, bounds, { opacity: 0.95 }).addTo(s2Map);
s2Map.fitBounds(bounds);
const d = filename.split("_")[0];
document.getElementById("s2rgbdate").textContent = `${d.slice(0,4)}-${d.slice(4,6)}-${d.slice(6,8)}`;
} catch (e) {
if (s2Overlay) { s2Map.removeLayer(s2Overlay); s2Overlay = null; }
document.getElementById("s2rgbdate").textContent = "";
}
}
init();
</script>
</body>
</html>