{"id":659220,"date":"2023-08-09T16:59:58","date_gmt":"2023-08-09T14:59:58","guid":{"rendered":"https:\/\/preprod.aivancity.ai\/blog\/ai-to-the-rescue-helping-bees-and-beekeepers\/"},"modified":"2026-10-16T11:51:40","modified_gmt":"2026-10-16T09:51:40","slug":"ai-to-the-rescue-helping-bees-and-beekeepers","status":"publish","type":"post","link":"https:\/\/preprod.aivancity.ai\/blog\/en\/ai-to-the-rescue-helping-bees-and-beekeepers\/","title":{"rendered":"AI to the Rescue: Helping Bees and Beekeepers"},"content":{"rendered":"\n<h6 class=\"wp-block-heading\" style=\"font-size: 14px; font-weight: 700; letter-spacing: 1.56px; color: #232641; text-transform: uppercase; padding-left: 40px; position: relative; margin-bottom: 30px;\">AI to the Rescue: Helping Bees and Beekeepers<\/h6>\n\n\n\n<h3 class=\"wp-block-heading\">Hugo Hadjur&#8217;s work published in the journal *Computers and Electronics in Agriculture*<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Hugo Hadjur, an assistant professor at aivancity, is also a Ph.D. candidate in computer science at aivancity\/ENS de Lyon, focusing on \u201cThe design of sustainable, autonomous, low-power connected systems.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The article, published in the journal *Computers and Electronics in Agriculture* (January 2022), provides an overview of the current state of the art in precision beekeeping, which is related to the topic of his doctoral thesis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Written in collaboration with his thesis co-advisors, <a href=\"https:\/\/preprod.aivancity.ai\/en\/faculty\/dr-doreid-ammar\">Dr. Doreid Ammar<\/a>, Academic Director and professor at aivancity, and <a href=\"https:\/\/perso.ens-lyon.fr\/laurent.lefevre\/\" target=\"_blank\" rel=\"noreferrer noopener\">Dr. Laurent Lefevre<\/a>, an Inria researcher in Lyon, this article\u2014a summary of which is provided below\u2014is available as open access.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Since the late 20th century, bees have been facing increasing stressors, leading to the death of domesticated colonies or, at the very least, reduced productivity. Precision beekeeping (PB) is an emerging field in agriculture that aims to protect bees, support beekeepers, and optimize hive production through digital infrastructure. The digitization of beekeeping primarily relies on systems derived from the Internet of Things (IoT), with the development of sensors capable of collecting and transmitting data related to bees. Next, data analysis comes into play, providing models that link the data to the biological states of the hives, sometimes using artificial intelligence (AI). In this article, the authors describe recent advances in precision beekeeping as systems and services. The various types of sensors, networks, and power sources in precision beekeeping are covered. Data collection and utilization are described, and the performance of precision beekeeping services is evaluated. The sustainability of the proposed solutions is also assessed, taking into account their scalability, efficiency, and economic cost.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size has-small-font-size\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/inria.hal.science\/hal-03483914v2\" style=\"background-color:#e91e63\" target=\"_blank\" rel=\"noreferrer noopener\">Read more<\/a><\/div>\n<\/div>\n\n\n\n<p><style>\n.aiv9-pill{display:flex;align-items:center;gap:4px;background:rgba(255,255,255,0.07);border:1px solid rgba(255,255,255,0.11);border-radius:20px;padding:4px 10px;font-size:11.5px;color:rgba(255,255,255,0.72);white-space:nowrap;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;}\n.aiv9-pill svg{width:11px;height:11px;flex-shrink:0;stroke:#3986e1;}\n.aiv9-cta:hover{background:#2f72c8 !important;}\n.aiv9-badge-inner{display:inline-flex;align-items:center;gap:5px;background:rgba(57,134,225,0.12);border:1px solid rgba(57,134,225,0.35);border-radius:20px;padding:3px 10px;}\n.aiv9-badge-dot{width:5px;height:5px;border-radius:50%;background:#3986e1;display:inline-block;flex-shrink:0;}\n@media(max-width:640px){\n  .aiv9-responsive{flex-direction:column !important;}\n  .aiv9-img-wrap{width:100% !important;height:180px !important;}\n  .aiv9-img-overlay{background:linear-gradient(to bottom,rgba(35,38,65,0) 30%,rgba(35,38,65,1) 100%) !important;}\n  .aiv9-body-wrap{padding:18px 20px 24px !important;}\n  .aiv9-logo-img{width:150px !important;}\n  .aiv9-cta{width:100% !important;text-align:center !important;display:block !important;}\n  .aiv9-badge-hide{display:none !important;}\n}\n<\/style>\n<div style=\"background:#232641;border-radius:16px;overflow:hidden;margin:40px 0;box-sizing:border-box;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;\">\n  <div class=\"aiv9-responsive\" style=\"display:flex !important;flex-direction:row !important;min-height:240px;\">\n    <div class=\"aiv9-img-wrap\" style=\"width:42% !important;flex-shrink:0 !important;position:relative;overflow:hidden;\">\n      <img decoding=\"async\" src=\"https:\/\/aivancity.ai\/sites\/default\/files\/2025-02\/015-20240201_15004933-2.png\" alt=\"MSc Artificial Intelligence for Business aivancity\" style=\"width:100% !important;height:100% !important;object-fit:cover !important;object-position:center top !important;display:block !important;filter:brightness(0.9);\">\n      <div class=\"aiv9-img-overlay\" style=\"position:absolute;inset:0;background:linear-gradient(to right,rgba(35,38,65,0) 40%,rgba(35,38,65,0.7) 75%,rgba(35,38,65,1) 100%);\"><\/div>\n    <\/div>\n    <div class=\"aiv9-body-wrap\" style=\"flex:1;padding:26px 32px 26px 22px;display:flex !important;flex-direction:column !important;justify-content:space-between;gap:14px;position:relative;z-index:1;box-sizing:border-box;\">\n      <img decoding=\"async\" class=\"aiv9-logo-img\" src=\"https:\/\/aivancity.ai\/blog\/wp-content\/uploads\/2026\/05\/BLANC-FRANCAIS-COMPLET.png\" alt=\"aivancity\" style=\"width:170px !important;height:auto !important;display:block !important;max-width:170px !important;opacity:0.95;\">\n      <div style=\"display:flex;flex-direction:column;gap:10px;flex:1;justify-content:center;\">\n        <h2 style=\"font-size:22px;font-weight:700;color:#fff;line-height:1.25;margin:0;\">MSc AI <span style=\"color:#3986e1;\">for Business<\/span><\/h2>\n        <p style=\"font-size:13px;color:rgba(255,255,255,0.58);line-height:1.55;max-width:400px;margin:0;\">Steer high-impact strategic AI projects. Seminars every other weekend, compatible with a professional activity. RNCP Level 7 certification.<\/p>\n        <div style=\"display:flex;flex-wrap:wrap;gap:6px;\">\n          <span class=\"aiv9-pill\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\"><circle cx=\"12\" cy=\"12\" r=\"10\"><\/circle><polyline points=\"12 6 12 12 16 14\"><\/polyline><\/svg>12 months \u2014 Bac+5<\/span>\n          <span class=\"aiv9-pill\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\"><path d=\"M17 21v-2a4 4 0 0 0-4-4H5a4 4 0 0 0-4 4v2\"><\/path><circle cx=\"9\" cy=\"7\" r=\"4\"><\/circle><\/svg>Bac+4 to Bac+5<\/span>\n          <span class=\"aiv9-pill\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg>Part-time \u2014 Fridays &amp; Saturdays<\/span>\n          <span class=\"aiv9-pill\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\"><path d=\"M12 2C8.13 2 5 5.13 5 9c0 5.25 7 13 7 13s7-7.75 7-13c0-3.87-3.13-7-7-7z\"><\/path><circle cx=\"12\" cy=\"9\" r=\"2.5\"><\/circle><\/svg>Paris-Villejuif campus<\/span>\n        <\/div>\n      <\/div>\n      <div style=\"display:flex;align-items:center;justify-content:space-between;flex-wrap:wrap;gap:10px;\">\n        <a class=\"aiv9-cta\" href=\"https:\/\/aivancity.ai\/en\/program\/master-science-artificial-intelligence-business\/presentation\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"background:#3986e1 !important;color:#fff !important;font-size:13.5px;font-weight:600;padding:10px 24px;border-radius:8px;text-decoration:none !important;white-space:nowrap;display:inline-block !important;\">\n          Explore the program \u2192\n        <\/a>\n        <span class=\"aiv9-badge-hide aiv9-badge-inner\">\n          <span class=\"aiv9-badge-dot\"><\/span>\n          <span style=\"font-size:10.5px;color:#3986e1;font-weight:600;letter-spacing:0.04em;text-transform:uppercase;\">RNCP Level 7 certification<\/span>\n        <\/span>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI to the Rescue: Helping Bees and Beekeepers Hugo Hadjur&#8217;s work published in the journal *Computers and Electronics in Agriculture* Hugo Hadjur, an assistant professor at aivancity, is also a Ph.D. candidate in computer science&#8230;<\/p>\n","protected":false},"author":9,"featured_media":225372,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[89],"tags":[],"class_list":["post-659220","post","type-post","status-publish","format-standard","has-post-thumbnail","category-articles-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - 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