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<!DOCTYPE html>
<html lang="de">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Automatisierte Bienenzucht 2026 – Stand der Technik fΓΌr Privatanwender</title>
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700;800;900&family=JetBrains+Mono:wght@400;500&display=swap" rel="stylesheet">
<style>
:root {
--bg: #0a0a0f;
--bg-card: rgba(255,255,255,0.03);
--bg-card-hover: rgba(255,255,255,0.06);
--text: #e8e6e3;
--text-muted: #8a8a8a;
--text-dim: #5a5a5a;
--amber: #f59e0b;
--amber-light: #fbbf24;
--amber-glow: rgba(245,158,11,0.15);
--green: #22c55e;
--blue: #3b82f6;
--purple: #8b5cf6;
--red: #ef4444;
--honey: #ffd166;
--wax: #ffb703;
--propolis: #6b2f13;
--cyan: #22d3ee;
--border: rgba(255,255,255,0.06);
--border-hover: rgba(255,255,255,0.12);
--glass: rgba(18,18,24,0.58);
--shadow-amber: 0 24px 80px rgba(245,158,11,0.16);
--radius: 16px;
--radius-sm: 10px;
--mono: 'JetBrains Mono', monospace;
}
*, *::before, *::after { box-sizing: border-box; margin: 0; padding: 0; }
html { scroll-behavior: smooth; font-size: 16px; }
body {
font-family: 'Inter', system-ui, -apple-system, sans-serif;
background:
radial-gradient(circle at 18% -10%, rgba(245,158,11,0.18), transparent 34rem),
radial-gradient(circle at 85% 12%, rgba(34,211,238,0.10), transparent 28rem),
radial-gradient(circle at 50% 110%, rgba(107,47,19,0.28), transparent 38rem),
var(--bg);
color: var(--text);
line-height: 1.7;
overflow-x: hidden;
-webkit-font-smoothing: antialiased;
}
::selection { background: var(--amber); color: var(--bg); }
/* ─── Ambient Background ─── */
.ambient {
position: fixed; inset: 0; z-index: 0; pointer-events: none;
overflow: hidden;
}
.ambient .orb {
position: absolute;
border-radius: 50%;
filter: blur(120px);
opacity: 0.08;
animation: float 20s ease-in-out infinite;
}
.ambient .orb:nth-child(1) {
width: 600px; height: 600px;
background: var(--amber);
top: -200px; left: -100px;
animation-delay: 0s;
}
.ambient .orb:nth-child(2) {
width: 500px; height: 500px;
background: var(--purple);
bottom: -200px; right: -100px;
animation-delay: -7s;
animation-duration: 25s;
}
.ambient .orb:nth-child(3) {
width: 400px; height: 400px;
background: var(--blue);
top: 50%; left: 50%;
transform: translate(-50%, -50%);
animation-delay: -14s;
animation-duration: 30s;
}
@keyframes float {
0%, 100% { transform: translate(0, 0) scale(1); }
25% { transform: translate(30px, -40px) scale(1.05); }
50% { transform: translate(-20px, 20px) scale(0.95); }
75% { transform: translate(40px, 30px) scale(1.02); }
}
/* ─── Noise Texture ─── */
.noise {
position: fixed; inset: 0; z-index: 0; pointer-events: none;
opacity: 0.03;
background-image: url("data:image/svg+xml,%3Csvg viewBox='0 0 256 256' xmlns='http://www.w3.org/2000/svg'%3E%3Cfilter id='n'%3E%3CfeTurbulence type='fractalNoise' baseFrequency='0.9' numOctaves='4' stitchTiles='stitch'/%3E%3C/filter%3E%3Crect width='100%25' height='100%25' filter='url(%23n)'/%3E%3C/svg%3E");
background-size: 128px;
}
/* ─── Subtle Honeycomb / Waben-Look ─── */
.honeycomb-bg {
position: fixed; inset: -10vh -10vw; z-index: 0; pointer-events: none;
opacity: 0.18;
background-image: url("data:image/svg+xml,%3Csvg width='112' height='96' viewBox='0 0 112 96' xmlns='http://www.w3.org/2000/svg'%3E%3Cg fill='none' stroke='%23f59e0b' stroke-opacity='.42' stroke-width='1'%3E%3Cpath d='M28 1 55 16v31L28 63 1 47V16z'/%3E%3Cpath d='M84 1l27 15v31L84 63 57 47V16z'/%3E%3Cpath d='M56 48l27 16v31L56 111 29 95V64z'/%3E%3C/g%3E%3C/svg%3E");
background-size: 112px 96px;
mask-image: radial-gradient(circle at 50% 10%, black 0%, transparent 62%);
animation: honey-drift 42s linear infinite;
}
@keyframes honey-drift { to { transform: translate3d(-56px, -48px, 0); } }
.cursor-glow {
position: fixed; left: 0; top: 0; z-index: 0; pointer-events: none;
width: 420px; height: 420px; border-radius: 50%;
background: radial-gradient(circle, rgba(245,158,11,0.13), rgba(245,158,11,0.045) 38%, transparent 68%);
filter: blur(10px);
opacity: 0;
transform: translate3d(-50%, -50%, 0);
transition: opacity 0.35s ease;
}
.bee-swarm { position: fixed; inset: 0; z-index: 0; pointer-events: none; overflow: hidden; }
.bee-swarm span {
position: absolute; left: var(--x); top: var(--y);
font-size: var(--s); opacity: 0.18;
filter: blur(0.1px) drop-shadow(0 0 12px rgba(245,158,11,0.45));
animation: bee-flight var(--d) ease-in-out infinite;
animation-delay: var(--delay);
}
@keyframes bee-flight {
0%, 100% { transform: translate3d(0,0,0) rotate(-8deg); }
35% { transform: translate3d(36px,-24px,0) rotate(10deg); }
70% { transform: translate3d(-18px,18px,0) rotate(-16deg); }
}
/* ─── Navigation ─── */
.nav {
position: fixed; top: 0; left: 0; right: 0; z-index: 100;
padding: 0 2rem;
transition: all 0.4s cubic-bezier(0.4, 0, 0.2, 1);
}
.nav.scrolled {
background: linear-gradient(180deg, rgba(10,10,15,0.9), rgba(10,10,15,0.72));
backdrop-filter: blur(22px) saturate(140%); -webkit-backdrop-filter: blur(22px) saturate(140%);
border-bottom: 1px solid rgba(245,158,11,0.13);
box-shadow: 0 18px 60px rgba(0,0,0,0.22);
}
.nav-inner {
max-width: 1200px; margin: 0 auto;
display: flex; align-items: center; justify-content: space-between;
height: 64px;
}
.nav-brand {
display: flex; align-items: center; gap: 0.5rem;
font-weight: 700; font-size: 0.9rem; color: var(--text);
text-decoration: none;
}
.nav-brand span { opacity: 0.4; font-weight: 400; }
.nav-links {
display: flex; gap: 0.25rem;
list-style: none;
}
.nav-links a {
display: block; padding: 0.5rem 0.85rem;
font-size: 0.8rem; font-weight: 500;
color: var(--text-muted);
text-decoration: none;
border-radius: 8px;
transition: all 0.2s;
}
.nav-links a:hover { color: var(--text); background: rgba(255,255,255,0.05); }
.nav-links a.active { color: var(--amber); }
@media (max-width: 768px) {
.nav-links { display: none; }
}
/* ─── Container ─── */
.container {
max-width: 1100px;
margin: 0 auto;
padding: 0 1.5rem;
position: relative;
z-index: 1;
}
/* ─── Links ─── */
a { color: var(--amber); text-decoration: none; transition: all 0.2s; }
a:hover { color: var(--amber-light); }
/* ─── Hero ─── */
.hero {
min-height: 100vh;
display: flex; flex-direction: column; align-items: center; justify-content: center;
text-align: center;
padding: 7rem 1.5rem 4rem;
position: relative; z-index: 1;
isolation: isolate;
}
.hero::before {
content: '';
position: absolute;
width: min(72vw, 820px); aspect-ratio: 1;
top: 50%; left: 50%; transform: translate(-50%, -52%);
background:
radial-gradient(circle, rgba(245,158,11,0.18), transparent 42%),
conic-gradient(from 30deg, transparent 0 8%, rgba(245,158,11,0.18) 8% 10%, transparent 10% 24%, rgba(245,158,11,0.12) 24% 26%, transparent 26% 100%);
clip-path: polygon(25% 6%,75% 6%,100% 50%,75% 94%,25% 94%,0 50%);
opacity: 0.55;
filter: blur(0.2px);
z-index: -1;
animation: hero-cell 18s ease-in-out infinite;
}
@keyframes hero-cell {
0%, 100% { transform: translate(-50%, -52%) rotate(0deg) scale(1); opacity: 0.48; }
50% { transform: translate(-50%, -52%) rotate(6deg) scale(1.04); opacity: 0.7; }
}
.hero-kicker {
display: inline-flex; align-items: center; gap: 0.6rem;
margin: -0.8rem 0 1.6rem;
color: rgba(255,209,102,0.88);
font-size: 0.78rem; font-weight: 700; letter-spacing: 0.14em; text-transform: uppercase;
}
.hero-kicker::before, .hero-kicker::after {
content: ''; width: 42px; height: 1px;
background: linear-gradient(90deg, transparent, rgba(245,158,11,0.65));
}
.hero-kicker::after { background: linear-gradient(90deg, rgba(245,158,11,0.65), transparent); }
.hero-badge {
display: inline-flex; align-items: center; gap: 0.5rem;
padding: 0.42rem 1rem;
background: linear-gradient(135deg, rgba(245,158,11,0.18), rgba(255,255,255,0.035));
border: 1px solid rgba(245, 158, 11, 0.28);
border-radius: 100px;
font-size: 0.75rem; font-weight: 700;
color: var(--honey);
margin-bottom: 2rem;
letter-spacing: 0.02em;
box-shadow: 0 0 0 1px rgba(255,255,255,0.03) inset, 0 18px 50px rgba(245,158,11,0.12);
}
.hero-badge .dot {
width: 6px; height: 6px;
background: var(--amber);
border-radius: 50%;
animation: pulse-dot 2s ease-in-out infinite;
}
@keyframes pulse-dot {
0%, 100% { opacity: 1; transform: scale(1); }
50% { opacity: 0.4; transform: scale(0.8); }
}
.hero h1 {
font-size: clamp(2.5rem, 6vw, 4.5rem);
font-weight: 900;
line-height: 1.1;
letter-spacing: -0.03em;
margin-bottom: 1.5rem;
max-width: 800px;
}
.hero h1 .gradient {
background: linear-gradient(135deg, #fff8d6 0%, var(--honey) 24%, var(--amber) 56%, #b45309 100%);
-webkit-background-clip: text; -webkit-text-fill-color: transparent;
background-clip: text;
filter: drop-shadow(0 0 28px rgba(245,158,11,0.22));
}
.hero .subtitle {
font-size: 1.15rem;
color: #bdb7ad;
max-width: 670px;
line-height: 1.8;
margin-bottom: 2.5rem;
text-wrap: balance;
}
.hero-actions {
display: flex; gap: 0.8rem; flex-wrap: wrap; justify-content: center;
margin: -0.4rem 0 2.8rem;
}
.btn {
display: inline-flex; align-items: center; gap: 0.55rem;
padding: 0.78rem 1.05rem;
border-radius: 999px;
font-size: 0.82rem; font-weight: 800;
text-decoration: none;
transition: transform 0.25s, border-color 0.25s, background 0.25s, box-shadow 0.25s;
}
.btn.primary {
color: #1b1207;
background: linear-gradient(135deg, #ffe08a, #f59e0b 56%, #d97706);
box-shadow: 0 16px 50px rgba(245,158,11,0.24);
}
.btn.ghost {
color: var(--text);
background: rgba(255,255,255,0.045);
border: 1px solid rgba(255,255,255,0.10);
}
.btn:hover { transform: translateY(-2px); color: inherit; }
.btn.primary:hover { box-shadow: 0 20px 70px rgba(245,158,11,0.34); }
.btn.ghost:hover { background: rgba(255,255,255,0.075); border-color: rgba(245,158,11,0.24); }
.hero-stats {
display: flex; gap: 3rem; flex-wrap: wrap; justify-content: center;
margin-bottom: 3rem;
}
.hero-stat {
text-align: center;
min-width: 128px;
padding: 0.95rem 1rem;
border: 1px solid rgba(255,255,255,0.07);
background: linear-gradient(180deg, rgba(255,255,255,0.055), rgba(255,255,255,0.018));
border-radius: 18px;
backdrop-filter: blur(14px); -webkit-backdrop-filter: blur(14px);
box-shadow: 0 18px 60px rgba(0,0,0,0.18);
position: relative;
overflow: hidden;
}
.hero-stat::before {
content: ''; position: absolute; inset: 0;
background: linear-gradient(120deg, transparent, rgba(255,209,102,0.12), transparent);
transform: translateX(-120%);
animation: stat-shine 6s ease-in-out infinite;
}
@keyframes stat-shine { 45%, 100% { transform: translateX(120%); } }
.hero-stat .num {
font-size: 2rem; font-weight: 800;
font-family: var(--mono);
color: var(--text);
}
.hero-stat .label {
font-size: 0.72rem;
color: var(--text-dim);
text-transform: uppercase;
letter-spacing: 0.08em;
margin-top: 0.2rem;
}
.hero-scroll {
position: absolute; bottom: 2rem;
display: flex; flex-direction: column; align-items: center; gap: 0.5rem;
color: var(--text-dim); font-size: 0.7rem;
letter-spacing: 0.1em; text-transform: uppercase;
animation: bob 2s ease-in-out infinite;
}
.hero-scroll .arrow {
width: 20px; height: 20px;
border-right: 2px solid var(--text-dim);
border-bottom: 2px solid var(--text-dim);
transform: rotate(45deg);
}
@keyframes bob {
0%, 100% { transform: translateY(0); }
50% { transform: translateY(8px); }
}
/* ─── Section ─── */
.section {
padding: 6rem 0;
position: relative; z-index: 1;
}
.section + .section {
border-top: 1px solid var(--border);
}
.section::before {
content: '';
position: absolute; left: 50%; top: 0;
width: min(92vw, 1120px); height: 1px;
transform: translateX(-50%);
background: linear-gradient(90deg, transparent, rgba(245,158,11,0.22), transparent);
opacity: 0.75;
}
.section-label {
display: inline-flex; align-items: center; gap: 0.5rem;
font-size: 0.7rem; font-weight: 600;
text-transform: uppercase;
letter-spacing: 0.12em;
color: var(--text-dim);
margin-bottom: 1rem;
}
.section-label .icon {
width: 18px; height: 18px;
border-radius: 4px;
display: flex; align-items: center; justify-content: center;
font-size: 0.65rem;
}
.section-title {
font-size: clamp(1.8rem, 3.5vw, 2.5rem);
font-weight: 900;
letter-spacing: -0.035em;
margin-bottom: 0.75rem;
line-height: 1.2;
text-wrap: balance;
}
.section-desc {
font-size: 1rem;
color: var(--text-muted);
max-width: 650px;
margin-bottom: 3rem;
line-height: 1.8;
}
/* ─── Reveal Animation ─── */
.reveal {
opacity: 0;
transform: translateY(30px);
transition: opacity 0.8s cubic-bezier(0.4, 0, 0.2, 1),
transform 0.8s cubic-bezier(0.4, 0, 0.2, 1);
}
.reveal.visible {
opacity: 1;
transform: translateY(0);
}
.reveal-delay-1 { transition-delay: 0.1s; }
.reveal-delay-2 { transition-delay: 0.2s; }
.reveal-delay-3 { transition-delay: 0.3s; }
/* ─── Executive Summary ─── */
.summary-card {
background:
linear-gradient(135deg, rgba(245,158,11,0.12) 0%, rgba(255,255,255,0.035) 52%, rgba(34,211,238,0.045) 100%);
border: 1px solid rgba(245,158,11,0.22);
border-radius: 24px;
padding: 2rem 2.5rem;
margin-bottom: 4rem;
position: relative;
overflow: hidden;
box-shadow: var(--shadow-amber), 0 0 0 1px rgba(255,255,255,0.035) inset;
backdrop-filter: blur(16px); -webkit-backdrop-filter: blur(16px);
}
.summary-card::after {
content: '';
position: absolute; inset: -40%;
background-image: url("data:image/svg+xml,%3Csvg width='84' height='72' viewBox='0 0 84 72' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M21 1 41 12v24L21 48 1 36V12zM63 1l20 11v24L63 48 43 36V12zM42 36l20 12v24L42 84 22 72V48z' fill='none' stroke='%23ffd166' stroke-opacity='.28'/%3E%3C/svg%3E");
opacity: 0.24;
transform: rotate(-8deg);
pointer-events: none;
}
.summary-card::before {
content: '';
position: absolute; top: 0; left: 0;
width: 3px; height: 100%;
background: linear-gradient(180deg, var(--amber), transparent);
}
.summary-card p {
font-size: 0.92rem;
color: #c0b8a8;
line-height: 1.85;
position: relative;
z-index: 1;
}
.summary-card strong { color: var(--amber-light); }
/* ─── Sleek Overview Strips (Reduziertes Design) ─── */
.overview-strip {
display: flex;
flex-direction: column;
gap: 1rem;
margin-bottom: 4rem;
}
.strip-card {
display: flex;
align-items: center;
gap: 1.5rem;
padding: 1.2rem 1.5rem;
background: linear-gradient(90deg, rgba(255,255,255,0.03), rgba(255,255,255,0.01));
border: 1px solid rgba(255,255,255,0.06);
border-radius: 16px;
text-decoration: none;
color: inherit;
position: relative;
overflow: hidden;
transition: all 0.3s cubic-bezier(0.25, 0.8, 0.25, 1);
backdrop-filter: blur(12px); -webkit-backdrop-filter: blur(12px);
}
/* Farbiger Leuchteffekt am linken Rand */
.strip-card::before {
content: '';
position: absolute; left: 0; top: 0; bottom: 0; width: 4px;
background: var(--strip-color);
box-shadow: 0 0 20px var(--strip-color);
opacity: 0.5;
transition: opacity 0.3s, width 0.3s;
}
.strip-card:hover {
background: linear-gradient(90deg, rgba(255,255,255,0.05), rgba(255,255,255,0.02));
border-color: rgba(255,255,255,0.12);
transform: translateX(6px);
box-shadow: -10px 10px 30px rgba(0,0,0,0.15);
}
.strip-card:hover::before {
opacity: 1;
width: 6px;
}
.strip-num {
font-family: var(--mono);
font-size: 1.2rem;
font-weight: 800;
color: var(--strip-color);
opacity: 0.8;
flex-shrink: 0;
}
.strip-content {
flex: 1;
display: flex;
flex-direction: column;
gap: 0.3rem;
}
.strip-content h3 {
font-size: 1.1rem;
font-weight: 700;
margin: 0;
color: var(--text);
letter-spacing: -0.01em;
}
.strip-content p {
font-size: 0.8rem;
color: var(--text-muted);
margin: 0;
line-height: 1.5;
}
.strip-tags {
display: flex;
flex-wrap: wrap;
gap: 0.5rem;
margin-top: 0.3rem;
}
.strip-tags .tag {
font-size: 0.65rem;
font-weight: 600;
padding: 0.2rem 0.6rem;
border-radius: 100px;
background: rgba(255,255,255,0.04);
border: 1px solid rgba(255,255,255,0.08);
color: var(--text-dim);
transition: color 0.3s, border-color 0.3s;
}
.strip-card:hover .strip-tags .tag {
color: var(--text-muted);
border-color: rgba(255,255,255,0.15);
}
.strip-cta {
display: flex;
align-items: center;
gap: 0.5rem;
font-size: 0.8rem;
font-weight: 600;
color: var(--strip-color);
padding: 0.6rem 1.2rem;
background: rgba(255,255,255,0.03);
border: 1px solid rgba(255,255,255,0.08);
border-radius: 8px;
transition: all 0.3s;
white-space: nowrap;
}
.strip-cta .arrow {
transition: transform 0.3s;
}
.strip-card:hover .strip-cta {
background: var(--strip-color);
color: #0a0a0f;
border-color: transparent;
box-shadow: 0 4px 15px rgba(0,0,0,0.2);
}
.strip-card:hover .strip-cta .arrow {
transform: translateX(4px);
}
/* Akzentfarben fΓΌr die 3 Reihen */
.card-blue { --strip-color: #7fb0ff; }
.card-amber { --strip-color: #ffd166; }
.card-purple { --strip-color: #b79cff; }
/* Mobile Optimierung fΓΌr die Strips */
@media (max-width: 768px) {
.strip-card {
flex-direction: column;
align-items: flex-start;
gap: 1rem;
padding: 1.25rem;
}
.strip-num { display: none; }
.strip-cta { width: 100%; justify-content: space-between; margin-top: 0.5rem; }
}
/* ─── Automatisierbarkeits-Grid ─── */
.auto-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
gap: 1rem;
margin: 2rem 0;
}
.auto-item {
background: linear-gradient(180deg, rgba(255,255,255,0.052), rgba(255,255,255,0.018));
border: 1px solid rgba(255,255,255,0.07);
border-radius: 18px;
padding: 1.25rem;
text-align: center;
transition: all 0.3s;
position: relative;
overflow: hidden;
}
.auto-item::before {
content: '';
position: absolute; inset: auto 18% -42px;
height: 70px;
background: radial-gradient(ellipse, rgba(245,158,11,0.20), transparent 70%);
opacity: 0; transition: opacity 0.3s;
}
.auto-item:hover {
border-color: rgba(245,158,11,0.24);
background: var(--bg-card-hover);
transform: translateY(-4px);
}
.auto-item:hover::before { opacity: 1; }
.auto-item .emoji { font-size: 1.6rem; margin-bottom: 0.5rem; }
.auto-item .name { font-size: 0.82rem; font-weight: 600; margin-bottom: 0.25rem; }
.auto-item .detail { font-size: 0.72rem; color: var(--text-muted); }
.auto-item .prices {
display: flex; justify-content: center; gap: 0.75rem;
margin-top: 0.6rem;
font-size: 0.72rem;
}
.auto-item .prices .tag {
padding: 0.15rem 0.5rem;
border-radius: 6px;
font-weight: 500;
font-family: var(--mono);
font-size: 0.7rem;
}
.auto-item .prices .comm { background: rgba(59,130,246,0.1); color: var(--blue); }
.auto-item .prices .diy { background: rgba(34,197,94,0.1); color: var(--green); }
/* ─── Tables ─── */
.tbl-wrap {
overflow-x: auto;
margin: 1.5rem 0;
border: 1px solid rgba(255,255,255,0.075);
border-radius: 18px;
background: rgba(255,255,255,0.018);
box-shadow: 0 18px 60px rgba(0,0,0,0.16);
}
table {
width: 100%; border-collapse: collapse;
font-size: 0.82rem;
}
table th {
text-align: left; padding: 0.82rem 1rem;
font-weight: 800; font-size: 0.68rem;
text-transform: uppercase;
letter-spacing: 0.08em;
color: #d6b46c;
background: linear-gradient(180deg, rgba(245,158,11,0.09), rgba(255,255,255,0.025));
border-bottom: 1px solid rgba(245,158,11,0.13);
white-space: nowrap;
}
table td {
padding: 0.65rem 1rem;
border-bottom: 1px solid var(--border);
color: var(--text-muted);
}
table tr:last-child td { border-bottom: none; }
table tr:hover td { background: rgba(245,158,11,0.035); }
table td strong { color: var(--text); }
.price { color: var(--green); font-weight: 600; font-family: var(--mono); font-size: 0.8rem; }
/* ─── Info Boxes ─── */
.info-box {
border-radius: 18px;
padding: 1.25rem 1.5rem;
margin: 1.5rem 0;
font-size: 0.85rem;
line-height: 1.8;
border: 1px solid;
position: relative;
overflow: hidden;
backdrop-filter: blur(12px); -webkit-backdrop-filter: blur(12px);
}
.info-box::before {
content: '';
position: absolute; left: 0; top: 0; bottom: 0; width: 3px;
background: currentColor; opacity: 0.55;
}
.info-box strong { display: inline; }
.info-box.highlight {
background: rgba(245,158,11,0.04);
border-color: rgba(245,158,11,0.15);
color: #c8b88a;
}
.info-box.highlight strong { color: var(--amber-light); }
.info-box.success {
background: rgba(34,197,94,0.04);
border-color: rgba(34,197,94,0.15);
color: #a8c8a0;
}
.info-box.success strong { color: var(--green); }
.info-box.warning {
background: rgba(239,68,68,0.03);
border-color: rgba(239,68,68,0.12);
color: #c0a0a0;
}
.info-box.warning strong { color: #f87171; }
.info-box.neutral {
background: rgba(59,130,246,0.03);
border-color: rgba(59,130,246,0.12);
color: #a0b8d0;
}
.info-box.neutral strong { color: var(--blue); }
/* ─── Stat Grid ─── */
.stat-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(160px, 1fr));
gap: 1rem;
margin: 2rem 0;
}
.stat-box {
background: linear-gradient(180deg, rgba(255,255,255,0.055), rgba(255,255,255,0.018));
border: 1px solid rgba(255,255,255,0.075);
border-radius: 18px;
padding: 1.25rem;
text-align: center;
transition: all 0.3s;
}
.stat-box:hover {
border-color: rgba(245,158,11,0.24);
transform: translateY(-3px);
box-shadow: 0 18px 58px rgba(245,158,11,0.08);
}
.stat-box .num {
font-size: 1.5rem; font-weight: 800;
font-family: var(--mono);
color: var(--amber);
}
.stat-box .label {
font-size: 0.68rem;
color: var(--text-dim);
margin-top: 0.3rem;
line-height: 1.4;
}
/* ─── Budget Tiers ─── */
.budget-tier {
background: linear-gradient(180deg, rgba(255,255,255,0.052), rgba(255,255,255,0.018));
border: 1px solid rgba(255,255,255,0.075);
border-radius: 18px;
padding: 1.5rem 1.75rem;
margin: 1rem 0;
transition: all 0.3s;
position: relative;
overflow: hidden;
}
.budget-tier::after {
content: ''; position: absolute; right: -32px; top: -36px;
width: 120px; height: 104px;
clip-path: polygon(25% 6%,75% 6%,100% 50%,75% 94%,25% 94%,0 50%);
background: rgba(245,158,11,0.08);
}
.budget-tier:hover {
border-color: var(--border-hover);
background: var(--bg-card-hover);
}
.budget-tier .tier {
font-size: 0.7rem;
font-weight: 700;
text-transform: uppercase;
letter-spacing: 0.08em;
margin-bottom: 0.6rem;
display: flex; align-items: center; gap: 0.5rem;
}
.budget-tier .tier .dot {
width: 8px; height: 8px; border-radius: 50%;
}
.budget-tier p {
font-size: 0.85rem; color: var(--text-muted); line-height: 1.8;
}
.budget-tier strong { color: var(--text); }
/* ─── Tags ─── */
.tech-tag {
display: inline-block;
background: rgba(255,255,255,0.04);
border: 1px solid var(--border);
color: var(--text-muted);
padding: 0.2rem 0.7rem;
border-radius: 100px;
font-size: 0.72rem;
margin: 0.2rem 0.15rem;
font-weight: 500;
transition: all 0.2s;
}
.tech-tag:hover {
border-color: var(--border-hover);
background: rgba(255,255,255,0.06);
}
.tech-tag a { color: var(--text-muted); }
.tech-tag a:hover { color: var(--amber); }
/* ─── Content Typography ─── */
.content h4 {
font-size: 1.05rem;
font-weight: 700;
color: var(--text);
margin: 2.5rem 0 0.75rem;
display: flex; align-items: center; gap: 0.6rem;
}
.content h4:first-child { margin-top: 0; }
.content h4 .h4-icon {
width: 28px; height: 28px;
border-radius: 8px;
display: flex; align-items: center; justify-content: center;
font-size: 0.85rem;
background: rgba(255,255,255,0.04);
border: 1px solid var(--border);
flex-shrink: 0;
}
.content p, .content li {
font-size: 0.88rem;
color: var(--text-muted);
line-height: 1.85;
}
.content ul, .content ol {
padding-left: 1.2rem;
margin: 0.75rem 0 1.25rem;
}
.content li { margin-bottom: 0.4rem; }
.content li::marker { color: var(--text-dim); }
.content strong { color: var(--text); font-weight: 600; }
.content em { color: var(--text-muted); font-style: italic; }
/* ─── Expandable Sections ─── */
.expandable { margin: 1.5rem 0; }
.expand-header {
display: flex; align-items: center; gap: 0.75rem;
padding: 1rem 1.25rem;
background: var(--bg-card);
border: 1px solid var(--border);
border-radius: var(--radius-sm);
cursor: pointer; user-select: none;
transition: all 0.3s;
width: 100%;
text-align: left;
color: inherit;
font: inherit;
}
.expand-header:hover {
border-color: var(--border-hover);
background: var(--bg-card-hover);
}
.expand-header .chevron {
font-size: 0.75rem;
color: var(--text-dim);
transition: transform 0.3s;
flex-shrink: 0;
}
.expand-header.open .chevron { transform: rotate(180deg); }
.expand-header h5 {
font-size: 0.9rem; font-weight: 600;
flex: 1;
}
.expand-header .badge {
font-size: 0.6rem;
font-weight: 600;
padding: 0.15rem 0.55rem;
border-radius: 100px;
background: rgba(245,158,11,0.1);
color: var(--amber);
letter-spacing: 0.03em;
}
.expand-body {
max-height: 0; overflow: hidden;
transition: max-height 0.6s cubic-bezier(0.4, 0, 0.2, 1);
border: 1px solid transparent;
border-top: none;
border-radius: 0 0 var(--radius-sm) var(--radius-sm);
margin-top: -2px;
}
.expand-body.open {
max-height: 10000px;
border-color: var(--border);
background: rgba(255,255,255,0.01);
}
.expand-body .inner {
padding: 1.5rem;
opacity: 0;
transition: opacity 0.4s 0.15s;
}
.expand-body.open .inner { opacity: 1; }
/* ─── Recommendation Cards ─── */
.rec-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
gap: 1.25rem;
margin: 2rem 0;
}
.rec-card {
background: linear-gradient(180deg, rgba(255,255,255,0.055), rgba(255,255,255,0.018));
border: 1px solid rgba(255,255,255,0.075);
border-radius: 18px;
padding: 1.5rem;
transition: all 0.3s;
position: relative;
overflow: hidden;
}
.rec-card::before {
content: ''; position: absolute; inset: 0;
background: radial-gradient(circle at 100% 0, rgba(245,158,11,0.12), transparent 9rem);
opacity: 0.5;
pointer-events: none;
}
.rec-card:hover {
border-color: rgba(245,158,11,0.24);
background: var(--bg-card-hover);
transform: translateY(-4px);
}
.rec-card .rec-type {
font-size: 0.7rem;
font-weight: 600;
text-transform: uppercase;
letter-spacing: 0.06em;
color: var(--text-dim);
margin-bottom: 0.5rem;
}
.rec-card h5 {
font-size: 0.95rem; font-weight: 700;
margin-bottom: 0.4rem;
}
.rec-card .rec-desc {
font-size: 0.8rem;
color: var(--text-muted);
line-height: 1.7;
}
.rec-card .rec-price {
font-family: var(--mono);
font-size: 0.85rem;
font-weight: 700;
color: var(--green);
margin-top: 0.75rem;
}
/* ─── Footer ─── */
.footer {
text-align: center;
padding: 4rem 1.5rem;
position: relative; z-index: 1;
border-top: 1px solid rgba(245,158,11,0.12);
background: linear-gradient(180deg, transparent, rgba(245,158,11,0.035));
}
.footer-brand {
font-size: 0.85rem; font-weight: 700;
margin-bottom: 0.75rem;
color: var(--text);
}
.footer p {
font-size: 0.72rem;
color: var(--text-dim);
line-height: 1.8;
max-width: 600px;
margin: 0 auto;
}
.footer-dots {
display: flex; justify-content: center; gap: 0.5rem;
margin-bottom: 1.5rem;
}
.footer-dots .dot {
width: 4px; height: 4px;
border-radius: 50%;
background: var(--text-dim);
}
/* ─── Decision Trail ─── */
.decision-trail {
display: grid;
grid-template-columns: repeat(4, 1fr);
gap: 0.9rem;
margin: -1.2rem 0 3.4rem;
}
.decision-step {
min-height: 150px;
padding: 1.2rem;
border-radius: 20px;
border: 1px solid rgba(255,255,255,0.075);
background: linear-gradient(180deg, rgba(255,255,255,0.055), rgba(255,255,255,0.018));
position: relative;
overflow: hidden;
}
.decision-step::after {
content: '';
position: absolute; right: -28px; bottom: -34px;
width: 110px; height: 96px;
clip-path: polygon(25% 6%,75% 6%,100% 50%,75% 94%,25% 94%,0 50%);
background: rgba(245,158,11,0.07);
}
.decision-step .step-num {
font-family: var(--mono); font-size: 0.68rem; color: var(--amber);
margin-bottom: 0.65rem;
}
.decision-step h3 { font-size: 0.95rem; line-height: 1.35; margin-bottom: 0.4rem; }
.decision-step p { font-size: 0.75rem; color: var(--text-muted); line-height: 1.65; }
@media (max-width: 900px) {
.decision-trail { grid-template-columns: 1fr 1fr; }
}
@media (prefers-reduced-motion: reduce) {
*, *::before, *::after { animation-duration: 0.01ms !important; animation-iteration-count: 1 !important; scroll-behavior: auto !important; transition-duration: 0.01ms !important; }
}
/* ─── Mobile ─── */
@media (max-width: 600px) {
.hero { padding: 5rem 1rem 3rem; min-height: auto; }
.hero h1 { font-size: 2rem; }
.hero-kicker { font-size: 0.64rem; }
.hero-kicker::before, .hero-kicker::after { width: 22px; }
.hero-actions { margin-bottom: 2rem; }
.hero-stats { gap: 0.8rem; }
.hero-stat { min-width: calc(50% - 0.4rem); }
.decision-trail { grid-template-columns: 1fr; }
.section { padding: 3rem 0; }
.summary-card { padding: 1.5rem; }
.stat-grid { grid-template-columns: 1fr 1fr; }
.rec-grid { grid-template-columns: 1fr; }
table { font-size: 0.72rem; }
table th, table td { padding: 0.5rem 0.6rem; }
.info-box { padding: 1rem 1.25rem; }
}
</style>
</head>
<body>
<div class="ambient">
<div class="orb"></div>
<div class="orb"></div>
<div class="orb"></div>
</div>
<div class="noise"></div>
<div class="honeycomb-bg"></div>
<div class="cursor-glow" id="cursorGlow" aria-hidden="true"></div>
<div class="bee-swarm" aria-hidden="true">
<span style="--x:8%;--y:22%;--s:1.1rem;--d:13s;--delay:-2s">🐝</span>
<span style="--x:82%;--y:18%;--s:0.9rem;--d:16s;--delay:-7s">🐝</span>
<span style="--x:72%;--y:66%;--s:1rem;--d:18s;--delay:-11s">🐝</span>
<span style="--x:16%;--y:74%;--s:0.85rem;--d:15s;--delay:-5s">🐝</span>
</div>
<!-- ─── Navigation ─── -->
<nav class="nav" id="nav">
<div class="nav-inner">
<a href="#" class="nav-brand">🐝 Bienenzucht 2026 <span>· feynman.is</span></a>
<ul class="nav-links">
<li><a href="#overview">Überblick</a></li>
<li><a href="#commercial">Kommerziell</a></li>
<li><a href="#diy">DIY</a></li>
<li><a href="#research">Forschung</a></li>
<li><a href="#budget">Budget</a></li>
</ul>
</div>
</nav>
<!-- ─── Hero ─── -->
<header class="hero">
<div class="hero-badge">
<span class="dot"></span>
Deep Research Report Β· Mai 2026
</div>
<h1>
<span class="gradient">Automatisierte<br>Bienenzucht</span> 2026
</h1>
<div class="hero-kicker">Smart Hive Β· Varroa Β· TinyML Β· DACH-Markt</div>
<p class="subtitle">
Ein visueller Entscheidungs-Atlas fΓΌr Privatanwender: kommerzielle IoT-Waagen,
DIY-Sensorik, Hyperthermie gegen Varroa und KI-Forschung β€” ohne den RealitΓ€tscheck zu verlieren.
</p>
<div class="hero-actions">
<a class="btn primary" href="#budget">Empfehlung finden β†’</a>
<a class="btn ghost" href="#commercial">Systeme vergleichen</a>
<a class="btn ghost" href="#diy">DIY-Budget ansehen</a>
</div>
<div class="hero-stats">
<div class="hero-stat">
<div class="num">135</div>
<div class="label">Publikationen</div>
</div>
<div class="hero-stat">
<div class="num">15+</div>
<div class="label">Anbieter</div>
</div>
<div class="hero-stat">
<div class="num">10+</div>
<div class="label">Open-Source Projekte</div>
</div>
<div class="hero-stat">
<div class="num">35 €</div>
<div class="label">Einstieg ab</div>
</div>
</div>
<div class="hero-scroll">
<span>Scroll</span>
<div class="arrow"></div>
</div>
</header>
<!-- ─── Overview / Executive Summary ─── -->
<section class="section" id="overview">
<div class="container">
<div class="reveal">
<div class="section-label">
<span class="icon">πŸ“‹</span> Überblick
</div>
<h2 class="section-title">Die wichtigsten Erkenntnisse</h2>
<p class="section-desc">
Die automatisierte Bienenzucht hat seit 2020 einen massiven Entwicklungsschub erfahren β€”
ein systematisches Review von Šabić et al. (2025) dokumentiert 135 Publikationen allein
im Bereich Smart Beehive Technologies.
</p>
</div>
<div class="summary-card reveal">
<p>
<strong>Kernbotschaft:</strong> Mit 100–200 € Eigenbau-Budget ist ein IoT-fΓ€higes
Bienenstock-Monitoring realistisch. Mit 350–500 € bekommt man kommerzielle
Plug-and-Play-LΓΆsungen inkl. Cloud-Anbindung. Der DACH-Raum ist mit mindestens
4 deutschen, 4 ΓΆsterreichischen und 1 Schweizer Anbieter sowie einer starken
Open-Source-Community (<a href="https://hiveeyes.org" target="_blank">Hiveeyes</a>,
<a href="https://honey-pi.de" target="_blank">HoneyPi</a>) gut aufgestellt.
</p>
</div>
<div class="decision-trail reveal">
<div class="decision-step">
<div class="step-num">01 Β· Messen</div>
<h3>Gewicht, Klima, Akustik</h3>
<p>Monitoring ist der reife Kern: Waage + Temperatur/Feuchte liefern sofort nutzbare Entscheidungen.</p>
</div>
<div class="decision-step">
<div class="step-num">02 Β· Warnen</div>
<h3>Schwarm, Futter, Diebstahl</h3>
<p>Alarme sind praxisnah β€” KI-Versprechen bleiben aber ohne unabhΓ€ngige Feldvalidierung zu prΓΌfen.</p>
</div>
<div class="decision-step">
<div class="step-num">03 Β· Behandeln</div>
<h3>Varroa teilautomatisiert</h3>
<p>Hyperthermie und KI-ZΓ€hlung sind verfΓΌgbar; Diagnose und Behandlung bleiben getrennte Bausteine.</p>
</div>
<div class="decision-step">
<div class="step-num">04 Β· Nicht ΓΌberschΓ€tzen</div>
<h3>Keine private Vollautomatik</h3>
<p>Fütterung, Ernte und komplette Autonomie sind 2026 primÀr Großsysteme oder Forschung.</p>
</div>
</div>
<nav class="overview-strip reveal">
<a href="#commercial" class="overview-row row-blue">
<div class="row-accent"><span>01</span></div>
<div class="row-body">
<h3>Kommerzielle Systeme</h3>
<p class="row-details">15+ Anbieter: Einstieg ab 89 € (<a href="https://bee-data.net" target="_blank">BeeData</a>), Mittelklasse 350–500 € (<a href="https://intelligenthives.eu" target="_blank">BeeHUB</a>, <a href="https://prohiver.com" target="_blank">Prohiver</a>), Premium bis 1.080 € (<a href="https://bienenbeuten.ch" target="_blank">Wolfwaage</a>).</p>
<div class="row-tags">
<span class="pill">15+ Anbieter</span>
<span class="pill">ab 89 €</span>
<span class="pill">Varroa ab 70 €</span>
</div>
</div>
</a>
<a href="#diy" class="overview-row row-amber">
<div class="row-accent"><span>02</span></div>
<div class="row-body">
<h3>DIY &amp; Open-Source</h3>
<p class="row-details">10+ Projekte: <a href="https://honey-pi.de" target="_blank">HoneyPi</a> (~120 €), <a href="https://daniel-strohbach.de/hivehealth-open-source-bienenstockwaage" target="_blank">HiveHealth</a> (~40 €), <a href="https://hiveeyes.org" target="_blank">Hiveeyes</a>, <a href="https://github.com/johnf/esphome-beehive" target="_blank">ESPHome Beehive</a> (~60 €).</p>
<div class="row-tags">
<span class="pill">10+ Projekte</span>
<span class="pill">ab 35 €</span>
<span class="pill">bis 200 € Premium</span>
</div>
</div>
</a>
<a href="#research" class="overview-row row-purple">
<div class="row-accent"><span>03</span></div>
<div class="row-body">
<h3>Forschung &amp; KI</h3>
<p class="row-details">KI-Varroaerkennung &lt;1 % Fehler (BeeVS). Schwarmvorhersage bis 30 Tage vorher. <a href="https://hiveopolis.eu" target="_blank">HIVEOPOLIS</a> (7 Mio. €), <a href="https://b-good-project.eu" target="_blank">B-GOOD</a> (8 Mio. €). DACH: we4bee, FU Berlin.</p>
<div class="row-tags">
<span class="pill">KI-Varroa</span>
<span class="pill">Schwarmvorhersage</span>
<span class="pill">15 Mio. € FΓΆrderung</span>
</div>
</div>
</a>
</nav>
<!-- Was ist automatisierbar? -->
<div class="reveal">
<h3 style="font-size:1.2rem;font-weight:700;margin-bottom:1rem;">Was ist heute automatisierbar?</h3>
<div class="auto-grid">
<div class="auto-item">
<div class="emoji">βš–οΈ</div>
<div class="name">Gewicht</div>
<div class="detail">Honigeintrag, Futterverbrauch, Schwarmalarm</div>
<div class="prices">
<span class="tag comm">ab 159 €</span>
<span class="tag diy">ab 35 €</span>
</div>
</div>
<div class="auto-item">
<div class="emoji">🌑️</div>
<div class="name">Temperatur</div>
<div class="detail">Brutentwicklung, WinterΓΌberleben</div>
<div class="prices">
<span class="tag comm">inkl.</span>
<span class="tag diy">ab 4 €</span>
</div>
</div>
<div class="auto-item">
<div class="emoji">πŸ’§</div>
<div class="name">Luftfeuchtigkeit</div>
<div class="detail">Brutbedingungen, Honigtrocknung</div>
<div class="prices">
<span class="tag comm">inkl.</span>
<span class="tag diy">ab 5 €</span>
</div>
</div>
<div class="auto-item">
<div class="emoji">🎡</div>
<div class="name">Akustik</div>
<div class="detail">Schwarmvorhersage, KΓΆnigin-PrΓ€senz</div>
<div class="prices">
<span class="tag comm"><a href="https://intelligenthives.eu" target="_blank" style="color:inherit">BeeHUB</a></span>
<span class="tag diy">ab 5 €</span>
</div>
</div>
<div class="auto-item">
<div class="emoji">πŸ“</div>
<div class="name">GPS</div>
<div class="detail">Diebstahlschutz, Tracking</div>
<div class="prices">
<span class="tag comm"><a href="https://intelligenthives.eu" target="_blank" style="color:inherit">BeeHUB</a></span>
<span class="tag diy">ab 5 €</span>
</div>
</div>
</div>
</div>
<div class="info-box warning reveal">
<strong>Noch NICHT privat automatisierbar:</strong> Automatische FΓΌtterung (nur
<a href="https://beewise.ag" target="_blank">BeeHome</a>, ~400 $/Monat), automatische
Honigernte (nur <a href="https://beewise.ag" target="_blank">BeeHome</a> &amp;
<a href="https://hiveopolis.eu" target="_blank">HIVEOPOLIS</a>-Forschung), vollintegrierte
KomplettlΓΆsung aus einer Hand, KI-Schwarmvorhersage als Plug-and-Play-Produkt.
</div>
</div>
</section>
<!-- ═══════ COMMERCIAL SYSTEMS ═══════ -->
<section class="section" id="commercial">
<div class="container content">
<div class="reveal">
<div class="section-label">
<span class="icon">πŸͺ</span> Kommerzielle Systeme
</div>
<h2 class="section-title">MarktΓΌbersicht &amp; Preisvergleich</h2>
<p class="section-desc">
Von der 89 €-EinstiegslΓΆsung bis zum 1.080 €-Premium-System –
alle relevanten Anbieter fΓΌr den DACH-Raum im Vergleich.
</p>
</div>
<!-- Einstiegsklasse -->
<h4 class="reveal"><span class="h4-icon">🟒</span> Einstiegsklasse (unter 200 €)</h4>
<div class="tbl-wrap reveal">
<table>
<tr><th>Produkt</th><th>Preis</th><th>Laufend</th><th>Was es misst</th><th>Herkunft</th></tr>
<tr>
<td><strong><a href="https://xdibee.de" target="_blank">XDiBee</a> WLAN-Waage v2</strong></td>
<td class="price">159 €</td><td>6 €/Jahr (ab 2. Jahr)</td>
<td>Gewicht (max 100 kg)</td><td>πŸ‡©πŸ‡ͺ</td>
</tr>
<tr>
<td><strong><a href="https://bee-data.net" target="_blank">BeeData</a> Hive Main Unit</strong></td>
<td class="price">89 €</td><td>12 €/Jahr</td>
<td>Temp, Feuchte, Akustik, Beschleunigung</td><td>πŸ‡³πŸ‡±</td>
</tr>
</table>
</div>
<p class="reveal">
<strong><a href="https://xdibee.de" target="_blank">XDiBee</a></strong> ist die gΓΌnstigste kommerzielle EinstiegslΓΆsung im DACH-Raum.
Aluminiumkonstruktion, WLAN 2,4 GHz, Cloud-Dashboard, USB-C-Akku (mehrjΓ€hrig),
βˆ’20 Β°C bis +50 Β°C. Misst <em>nur</em> Gewicht – keine Temperatur/Feuchte/Akustik.
Ideal zur TrachtΓΌberwachung.<br>
<strong><a href="https://bee-data.net" target="_blank">BeeData</a>:</strong> LoRa 868 MHz (Reichweite bis 3 km), 3Γ— CR123A Batterie (~1 Jahr),
Hub separat erforderlich. Gewicht &amp; BienenzΓ€hler optional.
</p>
<!-- Mittelklasse -->
<h4 class="reveal"><span class="h4-icon">⭐</span> Mittelklasse (350–500 €) – Empfohlen</h4>
<div class="tbl-wrap reveal">
<table>
<tr><th>Produkt</th><th>Preis</th><th>Laufend</th><th>Sensoren</th><th>Herkunft</th></tr>
<tr>
<td><strong><a href="https://intelligenthives.eu" target="_blank">BeeHUB</a> BQ-03</strong></td>
<td class="price">359 €</td><td>0 €</td><td>Gewicht, Temp, Solar</td><td>πŸ‡΅πŸ‡±</td>
</tr>
<tr>
<td><strong><a href="https://intelligenthives.eu" target="_blank">BeeHUB</a> BQ-04 ⭐</strong></td>
<td class="price">399 €</td><td>0 €</td><td>+Akustik, Feuchte, GPS</td><td>πŸ‡΅πŸ‡±</td>
</tr>
<tr>
<td><strong><a href="https://beesage.co" target="_blank">BeeSage</a> HiveScale v2</strong></td>
<td class="price">399 €</td><td>79 €/Jahr</td><td>Gewicht, Temp, GPS</td><td>πŸ‡ͺπŸ‡Ί</td>
</tr>
<tr>
<td><strong><a href="https://prohiver.com" target="_blank">Prohiver</a> v4</strong></td>
<td class="price">380 €</td><td>SIM-Daten</td><td>Gewicht, Temp, Feuchte, Akustik</td><td>πŸ‡ͺπŸ‡Ί</td>
</tr>
<tr>
<td><strong><a href="https://easyhive.org" target="_blank">easyhive</a></strong></td>
<td class="price">449 €</td><td>40 €/Jahr</td><td>Gewicht</td><td>πŸ‡©πŸ‡ͺ</td>
</tr>
</table>
</div>
<div class="info-box success reveal">
<strong>⭐ Top-Empfehlung: <a href="https://intelligenthives.eu" target="_blank">BeeHUB</a> BQ-04 (399 €)</strong> – Bestes Preis-Leistungs-VerhΓ€ltnis.
IoT+AI-Plattform mit Sensoren für Temperatur (innen/außen), Feuchte, Akustik (bis 3 kHz),
Gewicht (200 kg, 10 g AuflΓΆsung), GPS, optional COβ‚‚ und Wetterstation.
LTE-M/NB-IoT/2G + BLE, SIM vorinstalliert, IP65, Akku bis 5 Monate (ohne Solar).
<strong>Keine laufenden Kosten</strong> (Stand Mai 2026) – Plattform und SIM-Daten im Kaufpreis enthalten.
AI-Schwarm-Vorhersage, Audioanalyse, iOS/Android/Web-App, &gt;170 LΓ€nder.
⚠️ KI-Funktionen nicht unabhÀngig validiert.
</div>
<p class="reveal">
<strong><a href="https://prohiver.com" target="_blank">Prohiver</a> v4 (380 €):</strong> Alternative mit Gewicht (bis 300 kg, 100 g Genauigkeit),
Temperatur (innen/außen), Feuchte, Akustik, GPS. Enthaltene SIM-Daten für 6 Monate.
18650 Li-Ion (~6 Monate), USB-C, Edelstahl-Plattform.<br>
⚠️ <strong><a href="https://easyhive.org" target="_blank">easyhive</a>:</strong> Aktuell nicht direkt verfügbar (Warteliste/gebrauchte Waagen).
</p>
<!-- Premium -->
<h4 class="reveal"><span class="h4-icon">πŸ’Ž</span> Premium-Klasse (ΓΌber 500 €)</h4>
<div class="tbl-wrap reveal">
<table>
<tr><th>Produkt</th><th>Preis</th><th>Laufend/Jahr</th><th>Besonderheit</th><th>Herkunft</th></tr>
<tr><td><strong><a href="https://welcome.hivewatch.ch" target="_blank">HiveWatch</a> Starter</strong></td><td class="price">589 €</td><td>79–169 €</td><td>Swiss Made, Schwarmalarm per SMS</td><td>πŸ‡¨πŸ‡­</td></tr>
<tr><td><strong><a href="https://bienenbeuten.ch" target="_blank">Wolfwaage</a> Gen4</strong></td><td class="price">~1.080 €</td><td>47 €</td><td>LTE, temperaturkompensiert</td><td>πŸ‡©πŸ‡ͺ/πŸ‡¨πŸ‡­</td></tr>
<tr><td><strong><a href="https://broodminder.com" target="_blank">BroodMinder</a> W5 Kit</strong></td><td class="price">~480–565 $</td><td>ab 0 $</td><td>Citizen Science, offene Daten</td><td>πŸ‡ΊπŸ‡Έ</td></tr>
<tr><td><strong><a href="https://arnia.co.uk" target="_blank">Arnia</a></strong></td><td class="price">~520 $/Stock</td><td>0 €</td><td>Akustik-Analyse, Forschungspartner</td><td>πŸ‡¬πŸ‡§</td></tr>
</table>
</div>
<div class="expandable reveal">
<button class="expand-header" onclick="toggleExpand(this)">
<span class="chevron">β–Ύ</span>
<h5>Details zu Premium-Systemen</h5>
<span class="badge">4 Systeme</span>
</button>
<div class="expand-body">
<div class="inner">
<p>
<strong><a href="https://welcome.hivewatch.ch" target="_blank">HiveWatch</a>:</strong> Schweizer Premium-LΓΆsung (Swiss Made). Bundle (Funkstation + 3 Waagen): 997 €. Schwarmalarm, RΓ€uberei-Erkennung,
Futterknappheit-Warnung per SMS/Telefon/Email. Mobilfunk mit inkludierter SIM, weltweite Netzabdeckung, &gt;1 Jahr Akkulaufzeit mit 3Γ— AA-Batterien. Bis 8 Waagen pro Funkstation.<br><br>
<strong><a href="https://bienenbeuten.ch" target="_blank">Wolfwaage/ApiGraph</a> Gen4:</strong> Der deutsche Klassiker – LTE mit Wolf-SIM-Karte (700+ Mobilfunknetze europaweit),
temperaturkompensierte Doppelbalken-WÀgezelle (200 kg, 10 g Genauigkeit). Außentemperatur, GPS-Ortung, Solarpanel (SolarLoad), Li-Ion-Akku,
Messintervall 5 Minuten. Vertrieb via bienenbeuten.ch (Schweiz) und deutsche ImkerfachhΓ€ndler.<br><br>
<strong><a href="https://broodminder.com" target="_blank">BroodMinder</a>:</strong> Modulares Citizen-Science-Γ–kosystem (BLE-basiert). W5 Kit (Gewicht 2-Punkt): $400 (teilmontiert) bis $565 (Citizen Science Kit).
Weitere Sensoren einzeln: T2 (Temperatur) ab $67, TH2 (Temp+Feuchte) ab $108, W3 (Gewicht 4-Punkt, 200 kg) $242. WiFi-Hub (80 GerΓ€te) $190.
BeeTV-Kamera $500 (Beta). Offene Datenplattform <a href="https://beecounted.org" target="_blank">BeeCounted.org</a>, Akkulaufzeit 2–5 Jahre (AA-Lithium).<br><br>
<strong><a href="https://arnia.co.uk" target="_blank">Arnia</a>:</strong> Umfassendes Monitoring mit einzigartiger Akustik-Analyse (Flug-/FΓ€chelaktivitΓ€t),
Brut-Temperatur, Stock-Temperatur, Feuchte, Gewicht, optionale Wetterstation. LoRaWAN + Mobilfunk-Gateway.
Seit 2009, &gt;25 LΓ€nder. Keine Abo-GebΓΌhren.
</p>
</div>
</div>
</div>
<!-- Varroa-Behandlung -->
<h4 class="reveal"><span class="h4-icon">🦠</span> Varroa-Behandlungssysteme</h4>
<div class="tbl-wrap reveal">
<table>
<tr><th>Produkt</th><th>Preis</th><th>Methode</th><th>Herkunft</th></tr>
<tr>
<td><strong>Youbee Mittelwand</strong></td><td class="price">ab 10 €/Wand</td>
<td>Thermisch (41–42 Β°C), PTC-Speziallack</td><td>πŸ‡¦πŸ‡Ή</td>
</tr>
<tr>
<td><strong>Youbee System</strong></td><td class="price">ab 70 €</td>
<td>Schienen + Trafo + Kabel, optional Solardach</td><td>πŸ‡¦πŸ‡Ή</td>
</tr>
<tr>
<td><strong><a href="https://varroa-controller.de" target="_blank">Varroa Controller</a></strong></td><td>auf Anfrage</td>
<td>Hyperthermie, Modelle Mini/Light/Standard/XLarge</td><td>πŸ‡¦πŸ‡Ή</td>
</tr>
<tr>
<td><strong>InstantVap 18V Lite</strong></td><td class="price">~100–150 €</td>
<td>Akkubetriebener OxalsΓ€ure-Verdampfer, 50 Sek./Volk</td><td>πŸ‡¨πŸ‡­</td>
</tr>
</table>
</div>
<div class="info-box highlight reveal">
<strong>Youbee-Empfehlung:</strong> KostengΓΌnstigste automatisierte Varroa-LΓΆsung – PTC-Speziallack
selbstregulierend bei 41–42 Β°C. Laut Hersteller 80–90 % Milbenreduktion pro Behandlung (2–3 Std. bei 50 W).
Chemiefrei, Niederspannung. Seit 2022 in Europa, mehrere tausend Systeme im Einsatz,
FFG-gefΓΆrdert. 4Γ— jΓ€hrlich empfohlen.
</div>
<!-- Alle Anbieter -->
<h4 class="reveal"><span class="h4-icon">πŸ“‹</span> Alle kommerziellen Anbieter</h4>
<p class="reveal">
<span class="tech-tag"><a href="https://intelligenthives.eu" target="_blank">BeeHUB</a></span>
<span class="tech-tag"><a href="https://welcome.hivewatch.ch" target="_blank">HiveWatch</a></span>
<span class="tech-tag"><a href="https://bienenbeuten.ch" target="_blank">Wolfwaage</a></span>
<span class="tech-tag"><a href="https://xdibee.de" target="_blank">XDiBee</a></span>
<span class="tech-tag"><a href="https://easyhive.org" target="_blank">easyhive</a></span>
<span class="tech-tag"><a href="https://beesage.co" target="_blank">BeeSage</a></span>
<span class="tech-tag"><a href="https://broodminder.com" target="_blank">BroodMinder</a></span>
<span class="tech-tag"><a href="https://prohiver.com" target="_blank">Prohiver</a></span>
<span class="tech-tag"><a href="https://arnia.co.uk" target="_blank">Arnia</a></span>
<span class="tech-tag"><a href="https://bee-data.net" target="_blank">BeeData</a></span>
<span class="tech-tag"><a href="https://queensaver.com" target="_blank">Queensaver</a></span>
<span class="tech-tag"><a href="https://beepal.ai" target="_blank">BeePal ONE</a></span>
<span class="tech-tag"><a href="https://solutionbee.com" target="_blank">SolutionBee</a></span>
<span class="tech-tag"><a href="https://beewise.ag" target="_blank">BeeHome</a></span>
<span class="tech-tag"><a href="https://beehero.io" target="_blank">BeeHero</a></span>
<span class="tech-tag">Youbee</span>
<span class="tech-tag"><a href="https://varroa-controller.de" target="_blank">Varroa Controller</a></span>
</p>
</div>
</section>
<!-- ═══════ DIY & OPEN SOURCE ═══════ -->
<section class="section" id="diy">
<div class="container content">
<div class="reveal">
<div class="section-label">
<span class="icon">πŸ› οΈ</span> DIY &amp; Open-Source
</div>
<h2 class="section-title">Eigenbau mit Budget</h2>
<p class="section-desc">
Von 35 € Minimaleinstieg bis 200 € Premium-DIY mit 4G –
die deutschsprachige Community bietet hervorragende UnterstΓΌtzung.
</p>
</div>
<h4 class="reveal"><span class="h4-icon">πŸ“¦</span> Die wichtigsten Projekte</h4>
<div class="tbl-wrap reveal">
<table>
<tr><th>Projekt</th><th>Plattform</th><th>Kosten</th><th>Zielgruppe</th><th>DE</th></tr>
<tr><td><strong><a href="https://honey-pi.de" target="_blank">HoneyPi</a></strong></td><td>Raspberry Pi</td><td class="price">~120 €</td><td>Einsteiger, Plug &amp; Play</td><td>βœ…</td></tr>
<tr><td><strong><a href="https://daniel-strohbach.de/hivehealth-open-source-bienenstockwaage" target="_blank">HiveHealth</a></strong></td><td>ESP8266</td><td class="price">~40 €</td><td>Bastler, minimal</td><td>βœ…</td></tr>
<tr><td><strong><a href="https://hiveeyes.org" target="_blank">Hiveeyes</a></strong></td><td>ESP32/Arduino</td><td class="price">~100 €</td><td>Community, LoRaWAN</td><td>βœ…</td></tr>
<tr><td><strong><a href="https://github.com/jyjeanne/arduibeescale" target="_blank">ArduiBeeScale</a></strong></td><td>Arduino+ESP</td><td class="price">~65 €</td><td>Bastler, lokal</td><td>❌</td></tr>
<tr><td><strong><a href="https://github.com/mathieucarbou/Beelance" target="_blank">Beelance</a></strong></td><td>ESP32+LTE-M</td><td class="price">~130 €</td><td>Abgelegen, autark</td><td>❌</td></tr>
<tr><td><strong><a href="https://github.com/johnf/esphome-beehive" target="_blank">ESPHome Beehive</a></strong></td><td>ESP32</td><td class="price">~60 €</td><td>Smart Home</td><td>❌</td></tr>
<tr><td><strong><a href="https://github.com/rcrum003/HiveControl" target="_blank">HiveControl</a></strong></td><td>Raspberry Pi</td><td class="price">~50 €</td><td>Server-basiert</td><td>❌</td></tr>
<tr><td><strong><a href="http://www.randolphesser.de/imkerei/projekte/BeeIoT_v20.html" target="_blank">BeeIoT</a></strong></td><td>ESP32+LoRa</td><td class="price">~200 €</td><td>Fortgeschritten</td><td>βœ…</td></tr>
</table>
</div>
<p class="reveal" style="font-size:0.78rem;color:var(--text-dim);margin-top:-0.5rem;">
⚠️ DIY-Preisangaben sind Momentaufnahmen (Mai 2026, AliExpress/Einzelhandel) β€” Schwankungen ΓΌblich.
</p>
<!-- Budget-Szenarien -->
<h4 class="reveal"><span class="h4-icon">πŸ’°</span> Budget-Szenarien im Detail</h4>
<div class="budget-tier reveal">
<div class="tier"><span class="dot" style="background:var(--green)"></span> <span style="color:var(--green)">Szenario A: Minimaleinstieg (~38 €)</span></div>
<p>
ESP8266 (Wemos D1 Mini) 5 € Β· 4Γ— 50kg WΓ€gezellen + HX711 8 € Β·
DS18B20 Temperatursensor 4 € Β· DHT22 Feuchtesensor 5 € Β·
Wasserdichtes GehΓ€use 8 € Β· Kabel/WiderstΓ€nde 5 € Β· 4Γ— AA Batterien 3 €
<br><strong>Gesamt: ~38 €</strong> β€” Kostenlose Datenspeicherung via ThingSpeak,
Auswertung per <a href="https://honey-pi.de" target="_blank">HoneyPi</a> App oder Web.
</p>
</div>
<div class="info-box warning reveal" style="font-size:0.8rem;">
<strong>Achtung Batterie:</strong> ESP8266 WiFi verbraucht ~70 mA. Mit 4Γ— AA und stΓΌndlicher Messung
nur wenige Wochen Laufzeit. FΓΌr Dauerbetrieb: Solarpanel 5V/5W (15 €) oder 18650 Li-Ion mit TP4056-Lader (10 €) empfohlen.
</div>
<div class="budget-tier reveal">
<div class="tier"><span class="dot" style="background:var(--amber)"></span> <span style="color:var(--amber)">Szenario B: Empfohlenes Setup (~129 €)</span></div>
<p>
ESP32 DevKit 10 € Β· <a href="https://bosche.eu" target="_blank">Bosche</a> H40A WΓ€gezelle 58 € Β· HX711 ADC 4 € Β·
BME280 (Temp+Feuchte+Druck) 5 € Β· DS18B20 4 € Β· OLED Display 5 € Β·
18650 Li-Ion + TP4056 Lader 10 € Β· Solarpanel 5V/5W 15 € Β·
GehΓ€use 10 € Β· Kleinteile 8 €
<br><strong>Gesamt: ~129 €</strong> β€” Die <a href="https://bosche.eu" target="_blank">Bosche</a> H40A ist eine C3-klassifizierte
Profi-WΓ€gezelle (2mV/V, IP65, eichfΓ€hig als Komponente). Lokale Datenbank (InfluxDB+Grafana) oder Cloud.
</p>
</div>
<div class="budget-tier reveal">
<div class="tier"><span class="dot" style="background:var(--purple)"></span> <span style="color:var(--purple)">Szenario C: Premium-DIY mit 4G &amp; Audio (~120–200 €)</span></div>
<p>
ESP32 LilyGO T-SIM7080G 42 € Β· 4Γ— 50kg WΓ€gezellen + HX711 10 € Β·
DS18B20 4 € Β· BME280 5 € Β· INMP441 MEMS-Mikrofon 5 € Β·
Solarpanel 12V/6W 15 € Β· 18650 Li-Ion 3400mAh 8 € Β·
IoT-SIM (<a href="https://1nce.com" target="_blank">1NCE</a>, 10 €/10 Jahre) 10 € Β· GehΓ€use 10 € Β· Montagematerial 10 €
<br><strong>Gesamt: ~119 € (+SIM-Folgekosten)</strong> β€”
VollstΓ€ndig autark, kein WLAN nΓΆtig, GPS inklusive (LilyGO integriert),
Audioanalyse mΓΆglich. Geeignet fΓΌr abgelegene BienenstΓ€nde.
<br><em style="font-size:0.78rem;color:var(--text-dim);">Spanne 120–200 € berΓΌcksichtigt Preisschwankungen, optionale Komponenten und Versand.</em>
</p>
</div>
<!-- Software-Architektur -->
<h4 class="reveal"><span class="h4-icon">πŸ—οΈ</span> Software-Architektur</h4>
<div class="info-box neutral reveal">
<strong>Variante A β€” Cloud (einfach):</strong><br>
Sensor β†’ ESP32 β†’ WiFi β†’ ThingSpeak β†’ <a href="https://honey-pi.de" target="_blank">HoneyPi</a> App<br>
<em>Kostenlos, kein eigener Server nΓΆtig.</em>
</div>
<div class="info-box neutral reveal">
<strong>Variante B β€” Lokal (privat):</strong><br>
Sensor β†’ ESP32 β†’ WiFi β†’ MQTT (Mosquitto) β†’ Raspberry Pi β†’ InfluxDB β†’ Grafana<br>
<em>Alle Daten bleiben lokal. Grafana-Dashboards vom Handy aus abrufbar.</em>
</div>
<!-- Community -->
<h4 class="reveal"><span class="h4-icon">🌐</span> Community &amp; deutschsprachige Ressourcen</h4>
<ul class="reveal">
<li><strong><a href="https://hiveeyes.org" target="_blank">Hiveeyes</a> (Berlin):</strong> RegelmÀßige Community-Treffen,
<a href="https://github.com/hiveeyes" target="_blank">91 GitHub-Repos</a>,
eigenes <a href="https://community.hiveeyes.org" target="_blank">Forensystem</a>,
kostenloses Community-Backend (<a href="https://swarm.hiveeyes.org" target="_blank">swarm.hiveeyes.org</a>).
Kotori-DAQ-Middleware, BERadio-Telemetrie, ML-basierte Audioanalyse.</li>
<li><strong><a href="https://honey-pi.de" target="_blank">HoneyPi</a>:</strong> Hilfsbereite Facebook-Gruppe, fertiges Raspberry Pi Image
(<a href="https://github.com/Honey-Pi/HoneyPi" target="_blank">GitHub</a>) mit Webinterface. Plug-and-Play.</li>
<li><strong><a href="https://www.imkerforum.de" target="_blank">Imkerforum.de</a>:</strong> Sehr aktive Diskussionen zu Stockwaagen, viele DIY-Threads.</li>
<li><strong><a href="https://beelogger.de" target="_blank">Beelogger.de</a>:</strong> Extrem detaillierte deutsche Dokumentation zu WΓ€gezellen und HX711.</li>
<li><strong><a href="http://www.randolphesser.de/imkerei/projekte/BeeIoT_v20.html" target="_blank">BeeIoT</a> (Randolph Esser):</strong> Detaillierte technische Doku mit ESP32, LoRaWAN, ePaper.</li>
<li><strong><a href="https://www.bienenhof.org/stockwaage" target="_blank">bienenhof.org</a>:</strong> Erfahrungsberichte ΓΌber mehrere Jahre.</li>
</ul>
<!-- Rechtliches -->
<div class="expandable reveal">
<button class="expand-header" onclick="toggleExpand(this)">
<span class="chevron">β–Ύ</span>
<h5>⚠️ Rechtliches &amp; Technik-Hinweise bei DIY</h5>
<span class="badge">5 Punkte</span>
</button>
<div class="expand-body">
<div class="inner">
<ul>
<li><strong>LoRa-Funk 868 MHz:</strong> Lizenzfrei, aber max. 1 % Duty Cycle (36 s/Stunde), max. 25 mW.</li>
<li><strong>WLAN-Außeninstallation:</strong> Wetterfestes GehÀuse (IP65+) nâtig.</li>
<li><strong>Cloud &amp; DSGVO:</strong> Bei Cloud-Speicherung Datenschutz beachten – lokale Speicherung (Raspberry Pi) unkritisch.</li>
<li><strong>IoT-SIMs:</strong> <a href="https://1nce.com" target="_blank">1NCE</a> 10 € einmalig fΓΌr 10 Jahre (500 MB).</li>
<li><strong>Wintertauglichkeit:</strong> Li-Ion temperaturempfindlich – LiFePo4 (3,2V, 1500 mAh) sicherer bei KΓ€lte.</li>
</ul>
</div>
</div>
</div>
</div>
</section>
<!-- ═══════ RESEARCH & AI ═══════ -->
<section class="section" id="research">
<div class="container content">
<div class="reveal">
<div class="section-label">
<span class="icon">πŸ”¬</span> Forschung &amp; KI
</div>
<h2 class="section-title">Precision Beekeeping</h2>
<p class="section-desc">
Von KI-gestΓΌtzter Varroa-Erkennung bis zu €24 Mio. EU-Forschung –
die Wissenschaft treibt die Automatisierung voran.
</p>
</div>
<!-- Precision Beekeeping -->
<h4 class="reveal"><span class="h4-icon">🎯</span> Stand der Forschung</h4>
<p class="reveal">
Ein systematisches Review von <strong>Šabić et al. (2025)</strong> in <em>Sensors</em> analysierte
135 Publikationen (1990–2025) und dokumentiert den Trend zu multimodalen, KI-integrierten Systemen.
Deep Learning, Computer Vision und multimodale Sensorfusion dominieren die aktuelle Forschung.
</p>
<p class="reveal">
<strong>Definition nach Alleri et al. (2023):</strong> Precision Beekeeping ist eine
Bienenhaltungs-Strategie basierend auf Überwachung einzelner Bienenvâlker zur Minimierung von
Ressourcenverbrauch und Maximierung der BienenproduktivitΓ€t.
</p>
<div class="stat-grid reveal">
<div class="stat-box"><div class="num">135</div><div class="label">Publikationen Smart Beehive (bis 2025)</div></div>
<div class="stat-box"><div class="num">49%</div><div class="label">Umweltsensorik</div></div>
<div class="stat-box"><div class="num">39%</div><div class="label">Akustik / Vibration</div></div>
<div class="stat-box"><div class="num">36%</div><div class="label">Bildgebung / Computer Vision</div></div>
</div>
<!-- KI & Computer Vision -->
<h4 class="reveal"><span class="h4-icon">πŸ€–</span> KI &amp; Computer Vision – Varroa-Erkennung</h4>
<p class="reveal">Die KI-basierte Varroa-Erkennung ist 2025 im Durchbruch:</p>
<ul class="reveal">
<li><strong>BeeVS</strong> (Scutaru et al., 2025): Portabler Scanner, zwei CNNs sequenziell
(4-lagig + 25-lagiges Residual Network). Trainiert auf 65.000 Positiv- und 1,2 Mio.
Negativ-Samples. <strong>Fehler &lt;1 % bei &gt;10 Milben</strong>, Scanzeit konstant 60 s.
Menschliche ZÀhler liegen bei ~20 % Fehler. ⚠️ UnabhÀngige Feldvalidierung steht noch aus.</li>
<li><strong>VarroDetector</strong> (YΓ‘niz et al., 2025): Open-Source, YOLOv11 Nano mit nur
2,6 Mio. Parametern – lΓ€uft auf Standard-Computern ohne GPU. RΒ² = 0.98–0.99.</li>
<li><strong>IntelliBeeHive</strong> (Narcia-Macias et al., 2023): YOLOv7-tiny, F1 = 0.95,
Precision 0.996 fΓΌr Milben.</li>
</ul>
<div class="info-box highlight reveal">
<strong>FΓΌr Privatanwender:</strong> <a href="https://queensaver.com" target="_blank">Queensaver</a> (Γ–sterreich) integriert eine β€žFotobox" mit
mobiler KI-Varroaerkennung per WLAN-Upload – Marktstart ab nΓ€chster Saison angekΓΌndigt.
Kooperation mit SCCH Hagenberg (KI) und LCM Linz (Hardware).
</div>
<!-- Akustik -->
<h4 class="reveal"><span class="h4-icon">🎡</span> Akustische Analyse – das Hive-Extrapolations-Problem</h4>
<p class="reveal">
<strong>Bricout et al. (2024)</strong> zeigen in <em>Sensors</em> das fundamentale Problem:
CNN-basierte Klassifikatoren erreichen &gt;98 % Accuracy bei Queen/NoQueen-Erkennung –
aber <strong>nur innerhalb bekannter BienenstΓΆcke</strong>. Bei unbekannten StΓΆcken fΓ€llt
die Accuracy auf ~50 % (Zufall). Modelle lernen stockspezifische akustische Signaturen statt dem biologischen Zustand.
LΓΆsungsansatz: Contrastive Learning (β€žpairwisexnor") – 99,98 % Accuracy bei Stock-Extrapolation.
</p>
<div class="stat-grid reveal">
<div class="stat-box"><div class="num">91%</div><div class="label">Schwarmvorhersage (Bencsik, bis 30 Tage)</div></div>
<div class="stat-box"><div class="num">&gt;99%</div><div class="label">KΓΆniginnen-PrΓ€senz (Dokukin, 70–130 Hz)</div></div>
<div class="stat-box"><div class="num">&gt;98%</div><div class="label">Krankheitserkennung (Faramarzi, InceptionV3)</div></div>
<div class="stat-box"><div class="num">~60 €</div><div class="label"><a href="https://github.com/johnf/esphome-beehive" target="_blank">ESPHome</a> Audioanalyse (DIY)</div></div>
</div>
<p class="reveal">
<strong>Praktisch:</strong> <a href="https://github.com/johnf/esphome-beehive" target="_blank">ESPHome Beehive</a> (2026) implementiert FFT-basierte
Echtzeit-Audioanalyse auf ESP32 mit INMP441 MEMS-Mikrofon – FrequenzbΓ€nder: 100–200 Hz (normal),
200–350 Hz (KΓΆnigin Quaken), 350–500 Hz (KΓΆnigin Tuten), 478–1080 Hz (weisellos).
</p>
<div class="info-box warning reveal">
<strong>Caveat:</strong> ESPHome Beehive ist ein Bastler-Projekt mit einfacher FFT, keine CNNs.
Die Klassifikation (normal/aktiv/KΓΆniginnen-AktivitΓ€t/weisellos/Vorschwarm) ist experimentell.
Das Extrapolations-Problem wird nicht adressiert. ⚠️ Faramarzi-Ergebnisse (&gt;98 %) leiden
mit hoher Wahrscheinlichkeit ebenfalls unter dem Hive-Extrapolations-Problem.
</div>
<!-- DACH-Forschung -->
<h4 class="reveal"><span class="h4-icon">πŸ›οΈ</span> DACH-Forschung</h4>
<ul class="reveal">
<li><strong><a href="https://www.uni-wuerzburg.de" target="_blank">Uni WΓΌrzburg (we4bee)</a>:</strong> Prof. Dr. Andreas Hotho. &gt;100 intelligente BienenstΓΆcke
deutschlandweit, 14 Sensoren pro Stock, 101 Mrd. Sensordaten, &gt;20.000 Std. Audio. Neuronales Netz zur Schwarmvorhersage.</li>
<li><strong>FU Berlin (POLLY):</strong> Prof. Dr. Tim Landgraf. RobotergestΓΌtzte Bienennavigation.
Beteiligung an <a href="https://hiveopolis.eu" target="_blank">HIVEOPOLIS</a>.</li>
<li><strong><a href="https://llh.hessen.de" target="_blank">Bieneninstitut Kirchhain (VITALBIENE)</a>:</strong> TemporΓ€re Brutpause als Varroa-Management –
Honigertrag nicht signifikant reduziert.</li>
<li><strong>Uni WΓΌrzburg (LandKlif):</strong> Bienenpopulation in bayerischen StΓ€dten bricht
bei Hitze um 65 % ein (179 Standorte, bayklif-Forschungsverbund).</li>
</ul>
<!-- EU-Projekte -->
<h4 class="reveal"><span class="h4-icon">πŸ‡ͺπŸ‡Ί</span> EU-Großprojekte</h4>
<div class="tbl-wrap reveal">
<table>
<tr><th>Projekt</th><th>Laufzeit</th><th>Budget</th><th>Fokus</th></tr>
<tr>
<td><strong><a href="https://hiveopolis.eu" target="_blank">HIVEOPOLIS</a></strong></td><td>2019–2024</td><td class="price">7 Mio. €</td>
<td>Digitaler Brutkamm, Tanzroboter, Pilz-Myzel-StΓΆcke, auto. Honigernte</td>
</tr>
<tr>
<td><strong><a href="https://b-good-project.eu" target="_blank">B-GOOD</a></strong></td><td>2019–2023</td><td class="price">8 Mio. €</td>
<td>Health Status Index, <a href="https://beep.nl" target="_blank">BEEP</a>-Base-Sensorsystem, 383 BienenvΓΆlker</td>
</tr>
<tr>
<td><strong><a href="https://beeguards.eu" target="_blank">BeeGuards</a></strong></td><td>2023–2027</td><td class="price">6 Mio. €</td>
<td>Resiliente Imkerei, Sommerliche Brutpause + OxalsΓ€ure, Klimawandel</td>
</tr>
<tr>
<td><strong><a href="https://beewise.ag" target="_blank">BeeHome (Beewise)</a></strong></td><td>2020–2022</td><td class="price">3,1 Mio. €</td>
<td>Vollautomatischer Container-Bienenstock (H2020 EIC SME)</td>
</tr>
</table>
</div>
<p class="reveal">Die EU hat seit 2018 ΓΌber <strong>24 Mio. €</strong> in Bienen-Forschungsprojekte investiert.</p>
<!-- TinyML -->
<h4 class="reveal"><span class="h4-icon">πŸ“±</span> TinyML β€” KI auf dem Mikrocontroller</h4>
<p class="reveal">
KI-Modelle laufen direkt auf ESP32-Mikrocontrollern ohne Cloud (Sucipto et al., 2025).
Anwendungen: Hive Condition Monitoring, Bee Activity Recognition (akustisch MFCC+CNN),
Pest &amp; Disease Detection, Swarm Prediction (CNN/LSTM auf Spektrogrammen, bis 99 % Accuracy In-Domain).
Hardware: MCUs (ESP32) fΓΌr Ultra-low-power, SBCs (Raspberry Pi, Jetson) fΓΌr volle CNNs,
AI Accelerators (Coral Edge TPU), ULP-Chips (Syntiant NDP101) fΓΌr Sub-mW Always-on-Audio.
</p>
<!-- Publikationen -->
<div class="expandable reveal">
<button class="expand-header" onclick="toggleExpand(this)">
<span class="chevron">β–Ύ</span>
<h5>πŸ“š Zentrale Publikationen 2024–2025</h5>
<span class="badge">10 Papers</span>
</button>
<div class="expand-body">
<div class="inner">
<ul>
<li>Ε abiΔ‡ et al. (2025) – β€žBuzzing with Intelligence." <em>Sensors</em> – 135 Publikationen Review</li>
<li>Sucipto et al. (2025) – β€žTinyML Applications in Beekeeping." <em>arXiv:2509.08822</em></li>
<li>Scutaru et al. (2025) – β€žAI-Based Digital Scanner for Varroa." <em>Insects</em> – BeeVS</li>
<li>YΓ‘niz et al. (2025) – β€žOpen-Source Varroa Mite Fall Analysis." <em>Agriculture</em></li>
<li>Bricout et al. (2024) – β€žBee Together: Hive Extrapolation." <em>Sensors</em></li>
<li>Barmak et al. (2023) – β€žA Robotic Honeycomb." <em>Science Robotics</em> – HIVEOPOLIS</li>
<li>van Dooremalen et al. (2024) – β€žB-GOOD Project." <em>Insects</em></li>
<li>Mainardi et al. (2025) – β€žFloral Diversity Enhances Winter Survival." <em>J. Applied Ecology</em></li>
<li>Janetzky et al. (2023) – β€žSwarming Detection Using Auto Encoders." <em>IWSSIP</em> (we4bee)</li>
<li>Eivazzadeh &amp; Khatibi (2025) – β€žPredictive Digital Twin for Varroa." <em>Agriculture</em></li>
</ul>
</div>
</div>
</div>
</div>
</section>
<!-- ═══════ BUDGET & RECOMMENDATIONS ═══════ -->
<section class="section" id="budget">
<div class="container content">
<div class="reveal">
<div class="section-label">
<span class="icon">πŸ’‘</span> Empfehlungen
</div>
<h2 class="section-title">Was ist mit 100–500 € machbar?</h2>
<p class="section-desc">
Konkrete Empfehlungen nach Imker-Typ und Budget –
vom 40 €-Minimalprojekt bis zur 500 €-KomplettlΓΆsung.
</p>
</div>
<!-- Budget-Übersicht -->
<h4 class="reveal"><span class="h4-icon">πŸ“Š</span> Budget-Übersicht</h4>
<div class="budget-tier reveal">
<div class="tier"><span class="dot" style="background:var(--green)"></span> <span style="color:var(--green)">~150 € β€” DIY-Monitoring</span></div>
<p>
Gewichtsmessung mit <a href="https://bosche.eu" target="_blank">Bosche</a>-WΓ€gezelle Β· Temperatur + Feuchte (BME280) Β·
WLAN-Anbindung mit Cloud-Dashboard (ThingSpeak/Grafana) Β· Optional Solarladung.
</p>
</div>
<div class="budget-tier reveal">
<div class="tier"><span class="dot" style="background:var(--amber)"></span> <span style="color:var(--amber)">~400 € β€” Kommerziell Plug &amp; Play ⭐</span></div>
<p>
<strong><a href="https://intelligenthives.eu" target="_blank">BeeHUB</a> BQ-04 (399 €)</strong> oder <strong><a href="https://prohiver.com" target="_blank">Prohiver</a> v4 (380 €)</strong> Β·
Gewicht + Temperatur + Feuchte + Akustik + GPS Β· Keine LΓΆtarbeit Β·
Keine oder geringe laufende Kosten.
</p>
</div>
<div class="budget-tier reveal">
<div class="tier"><span class="dot" style="background:var(--purple)"></span> <span style="color:var(--purple)">~500 € β€” Kombiniert (Monitoring + Varroa)</span></div>
<p>
Monitoring: <a href="https://xdibee.de" target="_blank">XDiBee</a> (159 €) oder DIY (~130 €) Β·
Varroa-Behandlung: Youbee-System (~70 €) Β·
Management: <a href="https://beep.nl" target="_blank">BEEP</a>-App (kostenlos) Β·
Restbudget fΓΌr Volk und Grundausstattung.
</p>
</div>
<div class="info-box warning reveal">
<strong>NICHT im Budget:</strong> <a href="https://beewise.ag" target="_blank">BeeHome</a> (400 $/Monat) – nur kommerzielle Großbetriebe Β·
Automatische FΓΌtterung – kein Privatkunden-Produkt Β·
Automatische Honigernte – reine Forschung (<a href="https://hiveopolis.eu" target="_blank">HIVEOPOLIS</a>).
</div>
<!-- Empfehlungen nach Typ -->
<h4 class="reveal"><span class="h4-icon">🎯</span> Empfehlungen nach Imker-Typ</h4>
<div class="rec-grid reveal">
<div class="rec-card">
<div class="rec-type">πŸ†• Neueinsteiger mit Technik-AffinitΓ€t</div>
<h5><a href="https://honey-pi.de" target="_blank">HoneyPi</a></h5>
<p class="rec-desc">Raspberry Pi Image fertig, deutsche Community, App inklusive. Plug-and-Play fΓΌr Nicht-ITler.</p>
<div class="rec-price">~120 €</div>
</div>
<div class="rec-card">
<div class="rec-type">πŸ”§ Minimalist mit LΓΆtkolben</div>
<h5><a href="https://daniel-strohbach.de/hivehealth-open-source-bienenstockwaage" target="_blank">HiveHealth</a></h5>
<p class="rec-desc">ESP8266, gute deutsche Anleitung, lokale Daten auf Raspi-Server mit InfluxDB+Grafana.</p>
<div class="rec-price">~40 €</div>
</div>
<div class="rec-card">
<div class="rec-type">🏠 Smart-Home-Besitzer</div>
<h5><a href="https://github.com/johnf/esphome-beehive" target="_blank">ESPHome Beehive</a></h5>
<p class="rec-desc">Native Home Assistant Integration, FFT-Audioanalyse, Deep Sleep ~10 ¡A. ⚠️ Audioanalyse experimentell.</p>
<div class="rec-price">~60 €</div>
</div>
<div class="rec-card">
<div class="rec-type">πŸ“¦ β€žKaufen und loslegen"</div>
<h5><a href="https://intelligenthives.eu" target="_blank">BeeHUB</a> BQ-04 ⭐</h5>
<p class="rec-desc">Bestes kommerzielles P/L. Vollsensorik, keine laufenden Kosten (Stand Mai 2026). ⚠️ KI nicht unabhÀngig validiert.</p>
<div class="rec-price">399 €</div>
</div>
<div class="rec-card">
<div class="rec-type">🌲 Abgelegen ohne WLAN</div>
<h5><a href="https://github.com/mathieucarbou/Beelance" target="_blank">Beelance</a></h5>
<p class="rec-desc">Autark mit Solar und LTE-M/4G, GPS gegen Diebstahl. FΓΌr BienenstΓ€nde ohne Infrastruktur.</p>
<div class="rec-price">~130 € + SIM</div>
</div>
<div class="rec-card">
<div class="rec-type">🦠 Varroa-Fokus, kleines Budget</div>
<h5>Youbee + VarroDetector</h5>
<p class="rec-desc">Chemiefreie Hyperthermie (Youbee, ~70 €) + Windel-Scans per Smartphone (VarroDetector, kostenlos, Open Source).</p>
<div class="rec-price">~70 €</div>
</div>
<div class="rec-card">
<div class="rec-type">πŸ’Ž All-in-One (max. 500 €)</div>
<h5><a href="https://xdibee.de" target="_blank">XDiBee</a> + Youbee</h5>
<p class="rec-desc">XDiBee (159 €) fΓΌr Monitoring + Youbee (70 €) fΓΌr Varroa + Restbudget fΓΌr Volk und Ausstattung.</p>
<div class="rec-price">~230 €+</div>
</div>
</div>
<!-- Caveats -->
<h4 class="reveal"><span class="h4-icon">⚠️</span> Wichtige Caveats</h4>
<ol class="reveal">
<li><strong>Gewichtsmessung ist wetterabhΓ€ngig:</strong> Wind verfΓ€lscht WΓ€gezellen.
<a href="https://bosche.eu" target="_blank">Bosche</a> H40A (58 €) mit C3-Klassifizierung ist die minimale Profi-Empfehlung.</li>
<li><strong>Akustische KI generalisiert schlecht:</strong> Hive-Extrapolations-Problem
(Bricout et al., 2024). Kein kommerzielles Plug-and-Play-Produkt verfΓΌgbar.</li>
<li><strong>Vendor-Lock-in:</strong> ProprietΓ€re Clouds, oft eingeschrΓ€nkte Datenexporte.
<a href="https://broodminder.com" target="_blank">BroodMinder</a> und <a href="https://hiveeyes.org" target="_blank">Hiveeyes</a> sind die einzigen mit offenen Datenplattformen.</li>
<li><strong>Datenschutz:</strong> GPS, GewichtsverlΓ€ufe und Akustik werden bei kommerziellen Systemen auf Hersteller-Servern gespeichert β€” teils außerhalb der EU. DSGVO-KonformitΓ€t vor Kauf prΓΌfen. Bei DIY: lokale Speicherung unkritisch.</li>
<li><strong>Varroa-Diagnostik β‰  Behandlung:</strong> KI erkennt Milben – die Behandlung
muss separat erfolgen. <a href="https://queensaver.com" target="_blank">Queensaver</a> verspricht beides, aber noch nicht verfΓΌgbar.</li>
<li><strong>Keine geeichten Gesamtsysteme:</strong> Keine LΓΆsung ist als Gesamtsystem geeicht. Gewichtsdaten eignen sich fΓΌr relative Vergleiche, nicht fΓΌr rechtssichere Messungen.</li>
<li><strong>Wintertauglichkeit DIY:</strong> Kaum Erfahrungsberichte zu Solar-DIY in
mitteleuropΓ€ischen Wintern. LiFePo4-Akkus sind temperaturstabiler als Li-Ion.</li>
<li><strong>Herstellerangaben:</strong> Viele Leistungsdaten (Milbenreduktion, Genauigkeit, Akkulaufzeit) basieren auf Herstellerangaben ohne unabhΓ€ngige Validierung.</li>
</ol>
<!-- Offene Fragen -->
<div class="expandable reveal">
<button class="expand-header" onclick="toggleExpand(this)">
<span class="chevron">β–Ύ</span>
<h5>❓ Offene Fragen</h5>
<span class="badge">6 Punkte</span>
</button>
<div class="expand-body">
<div class="inner">
<ul>
<li><strong>Queensaver Marktstart?</strong> AngekΓΌndigt fΓΌr β€žnΓ€chste Saison", kein fixes Datum.</li>
<li><strong>Akustische KI Plug-and-Play?</strong> Forschungsstand weit, Produkte fehlen. ESPHome Beehive ist ein erster, aber experimenteller Ansatz.</li>
<li><strong>easyhive-Warteliste:</strong> Keine neuen GerΓ€te verfΓΌgbar.</li>
<li><strong>InteroperabilitΓ€t:</strong> Kein Standard zwischen kommerziellen Systemen. <a href="https://beep.nl" target="_blank">BEEP</a>/B-GOOD ist ein Forschungsansatz, kein Industriestandard.</li>
<li><strong>Preisintransparenz:</strong> BeePal ONE, SolutionBee, Varroa Controller β€” Preise weiterhin nicht ΓΆffentlich.</li>
<li><strong>Feldvalidierung:</strong> Wann werden die hohen Labor-Accuracy-Werte akustischer KI unter Realbedingungen repliziert?</li>
</ul>
</div>
</div>
</div>
</div>
</section>
<!-- ═══════ FOOTER ═══════ -->
<footer class="footer">
<div class="footer-dots">
<span class="dot"></span><span class="dot"></span><span class="dot"></span>
</div>
<div class="footer-brand">🐝 Automatisierte Bienenzucht 2026</div>
<p>
Deep Research Report Β· feynman.is Β· Mai 2026<br>
Quellen: Researcher-T1 (Kommerzielle Systeme) Β· Researcher-T2 (DIY/Open-Source) Β·
Researcher-T3 (Forschung &amp; KI) · Šabić et al. (2025) · Bricout et al. (2024) ·
Scutaru et al. (2025) Β· YΓ‘niz et al. (2025) Β· EU Horizon 2020/Europe
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