<!DOCTYPE article
PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.4 20190208//EN"
       "JATS-journalpublishing1.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="EDITORIAL" dtd-version="1.4" xml:lang="en">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">Problems of risk management in the technosphere</journal-id>
   <journal-title-group>
    <journal-title xml:lang="en">Problems of risk management in the technosphere</journal-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Проблемы управления рисками в техносфере</trans-title>
    </trans-title-group>
   </journal-title-group>
   <issn publication-format="print">1998-8990</issn>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="publisher-id">84925</article-id>
   <article-id pub-id-type="doi">10.61260/1998-8990-2024-2-74-83</article-id>
   <article-categories>
    <subj-group subj-group-type="toc-heading" xml:lang="ru">
     <subject>Снижение рисков и ликвидация последствий чрезвычайных ситуаций. Обеспечение безопасности при ЧС</subject>
    </subj-group>
    <subj-group subj-group-type="toc-heading" xml:lang="en">
     <subject>Risk reduction and elimination of consequences of emergency situations. Ensuring safety in case of emergency</subject>
    </subj-group>
    <subj-group>
     <subject>Снижение рисков и ликвидация последствий чрезвычайных ситуаций. Обеспечение безопасности при ЧС</subject>
    </subj-group>
   </article-categories>
   <title-group>
    <article-title xml:lang="en">REVIEW OF THE CAPABILITIES OF MODERN UNMANNED AIRCRAFT VEHICLES IN SOLVING PROBLEMS SECURITY</article-title>
    <trans-title-group xml:lang="ru">
     <trans-title>КРАТКИЙ ОБЗОР ВОЗМОЖНОСТЕЙ СОВРЕМЕННЫХ БЕСПИЛОТНЫХ ЛЕТАТЕЛЬНЫХ АППАРАТОВ ПРИ РЕШЕНИИ ЗАДАЧ ПО ОБЕСПЕЧЕНИЮ БЕЗОПАСНОСТИ</trans-title>
    </trans-title-group>
   </title-group>
   <contrib-group content-type="authors">
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8926-3151</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Калач</surname>
       <given-names>Андрей Владимирович</given-names>
      </name>
      <name xml:lang="en">
       <surname>Kalach</surname>
       <given-names>Andrey V.</given-names>
      </name>
     </name-alternatives>
     <email>a_kalach@mail.ru</email>
     <bio xml:lang="ru">
      <p>доктор химических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>doctor of chemical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-1"/>
     <xref ref-type="aff" rid="aff-2"/>
    </contrib>
    <contrib contrib-type="author">
     <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-0230-465X</contrib-id>
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Сысоева</surname>
       <given-names>Татьяна Павловна</given-names>
      </name>
      <name xml:lang="en">
       <surname>Sysoyeva</surname>
       <given-names>Tatiana P.</given-names>
      </name>
     </name-alternatives>
     <email>syisik@mail.ru</email>
     <bio xml:lang="ru">
      <p>кандидат технических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>candidate of technical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-3"/>
    </contrib>
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Давыденко</surname>
       <given-names>Антон Сергеевич</given-names>
      </name>
      <name xml:lang="en">
       <surname>Davidenko</surname>
       <given-names>Anton S.</given-names>
      </name>
     </name-alternatives>
     <email>9158384777@mail.ru</email>
     <xref ref-type="aff" rid="aff-4"/>
    </contrib>
   </contrib-group>
   <aff-alternatives id="aff-1">
    <aff>
     <institution xml:lang="ru">Воронежский государственный университет инженерных технологий</institution>
     <city>Воронеж</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Voronezh state university of engineering technologies</institution>
     <city>Voronezh</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-2">
    <aff>
     <institution xml:lang="ru">Санкт-Петербургский университет ГПС МЧС России</institution>
     <city>Санкт-Петербург</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Saint-Petersburg university of State fire service of EMERCOM of Russia</institution>
     <city>Saint-Petersburg</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-3">
    <aff>
     <institution xml:lang="ru">Санкт-Петербургский университет ГПС МЧС России</institution>
     <city>Санкт-Петербург</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Saint-Petersburg university of State fire service of EMERCOM of Russia</institution>
     <city>Saint-Petersburg</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-4">
    <aff>
     <institution xml:lang="ru">Санкт-Петербургский университет ГПС МЧС России</institution>
     <city>Санкт-Петербург</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Saint-Petersburg university of State fire service of EMERCOM of Russia</institution>
     <city>Saint-Petersburg</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <pub-date publication-format="print" date-type="pub" iso-8601-date="2024-07-05T14:31:14+03:00">
    <day>05</day>
    <month>07</month>
    <year>2024</year>
   </pub-date>
   <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2024-07-05T14:31:14+03:00">
    <day>05</day>
    <month>07</month>
    <year>2024</year>
   </pub-date>
   <volume>2024</volume>
   <issue>2</issue>
   <fpage>74</fpage>
   <lpage>83</lpage>
   <history>
    <date date-type="received" iso-8601-date="2024-03-22T00:00:00+03:00">
     <day>22</day>
     <month>03</month>
     <year>2024</year>
    </date>
    <date date-type="accepted" iso-8601-date="2024-05-14T00:00:00+03:00">
     <day>14</day>
     <month>05</month>
     <year>2024</year>
    </date>
   </history>
   <self-uri xlink:href="https://journals.igps.ru/en/nauka/article/84925/view">https://journals.igps.ru/en/nauka/article/84925/view</self-uri>
   <abstract xml:lang="ru">
    <p>Приведен краткий анализ и обобщение возможностей применения современных беспилотных летательных аппаратов при решении задач по обеспечению безопасности в различных сферах деятельности человека. Отмечены преимущества и недостатки современных беспилотных авиационных систем. Особый акцент при описании сделан на перспективном развитии возможностей беспилотных летательных аппаратов. Отмечено, что до 2030 г. в Российской Федерации предполагается инвестировать 560 млрд руб. в развитие беспилотных летательных систем.</p>
   </abstract>
   <trans-abstract xml:lang="en">
    <p>A brief analysis and generalization of the possibilities of using modern unmanned aerial vehicles in solving security problems in various fields of human activity is given. The advantages and disadvantages of modern unmanned aircraft systems are noted. Particular emphasis in the description is placed on the promising development of the capabilities of unmanned aerial vehicles. It was noted that until 2030 in the Russian Federation it is planned to invest 560 billion rubles in the development of unmanned aerial systems.</p>
   </trans-abstract>
   <kwd-group xml:lang="ru">
    <kwd>беспилотная авиационная система</kwd>
    <kwd>цифровые технологии</kwd>
    <kwd>чрезвычайная ситуация</kwd>
    <kwd>безопасность</kwd>
   </kwd-group>
   <kwd-group xml:lang="en">
    <kwd>unmanned aircraft system</kwd>
    <kwd>digital technologies</kwd>
    <kwd>emergency</kwd>
    <kwd>security</kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <p></p>
 </body>
 <back>
  <ref-list>
   <ref id="B1">
    <label>1.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Андрей Белоусов: c 1 января 2024 года нацпроект по развитию отрасли беспилотников должен заработать в полную силу. URL: http://government.ru (дата обращения: 14.02.2024).</mixed-citation>
     <mixed-citation xml:lang="en">Andrej Belousov: c 1 yanvarya 2024 goda nacproekt po razvitiyu otrasli bespilotnikov dolzhen zarabotat' v polnuyu silu. URL: http://government.ru (data obrashcheniya: 14.02.2024).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B2">
    <label>2.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">A survey of unmanned aircraft system technologies to enable safe operations in urban areas / N. Bloise [et al.] // International Conference on Unmanned Aircraft Systems (ICUAS), IEEE. 2019. P. 433–442.</mixed-citation>
     <mixed-citation xml:lang="en">A survey of unmanned aircraft system technologies to enable safe operations in urban areas / N. Bloise [et al.] // International Conference on Unmanned Aircraft Systems (ICUAS), IEEE. 2019. P. 433–442.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B3">
    <label>3.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Unmanned aerial vehicle quadcopter: a review / I. Dallal Bashi O. [et al.] // J. Comput. Theor. Nanosci. 2017. № 14 (12). P. 5663–5675.</mixed-citation>
     <mixed-citation xml:lang="en">Unmanned aerial vehicle quadcopter: a review / I. Dallal Bashi O. [et al.] // J. Comput. Theor. Nanosci. 2017. № 14 (12). P. 5663–5675.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B4">
    <label>4.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Arafat M.Yu., Moh S. Localization and clustering based on swarm intelligence in UAV networks for emergency communications // IEEE Int. Things J. 2019. № 6. P. 8958–8976. DOI: 10.1109/JIOT.2019.2925567.</mixed-citation>
     <mixed-citation xml:lang="en">Arafat M.Yu., Moh S. Localization and clustering based on swarm intelligence in UAV networks for emergency communications // IEEE Int. Things J. 2019. № 6. P. 8958–8976. DOI: 10.1109/JIOT.2019.2925567.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B5">
    <label>5.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Poudel S., Moh S. Energy-efficient and fast MAC protocol in UAV-aided wireless sensor networks for time-critical applications // Sensors. 2020. Vol. 21. DOI: 10.3390/s20092635.</mixed-citation>
     <mixed-citation xml:lang="en">Poudel S., Moh S. Energy-efficient and fast MAC protocol in UAV-aided wireless sensor networks for time-critical applications // Sensors. 2020. Vol. 21. DOI: 10.3390/s20092635.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B6">
    <label>6.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Poudel S., Moh S. Hybrid path planning for efficient data collection in UAV-aided WSNs for emergency applications // Sensors. 2021. Vol. 21. DOI: 10.3390/s21082839.</mixed-citation>
     <mixed-citation xml:lang="en">Poudel S., Moh S. Hybrid path planning for efficient data collection in UAV-aided WSNs for emergency applications // Sensors. 2021. Vol. 21. DOI: 10.3390/s21082839.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B7">
    <label>7.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Multi-objective UAV path planning for search and rescue / S. Hayat [et al.] // Proc. – IEEE Int. Conf. Robot. Autom. 2017. P. 5569–5574. DOI: 10.1109/ICRA.2017.7989656.</mixed-citation>
     <mixed-citation xml:lang="en">Multi-objective UAV path planning for search and rescue / S. Hayat [et al.] // Proc. – IEEE Int. Conf. Robot. Autom. 2017. P. 5569–5574. DOI: 10.1109/ICRA.2017.7989656.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B8">
    <label>8.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Waharte S., Trigoni N. Supporting search and rescue operations with UAVs // Learn. Adapt. Behav. Robot. Syst: Proc. – EST 2010 – 2010 Int. Conf. Emerg. Secur. Technol. ROBOSEC 2010 – Robot. Secur. LAB-RS. 2010. P. 142–147. DOI: 10.1109/EST.2010.31.</mixed-citation>
     <mixed-citation xml:lang="en">Waharte S., Trigoni N. Supporting search and rescue operations with UAVs // Learn. Adapt. Behav. Robot. Syst: Proc. – EST 2010 – 2010 Int. Conf. Emerg. Secur. Technol. ROBOSEC 2010 – Robot. Secur. LAB-RS. 2010. P. 142–147. DOI: 10.1109/EST.2010.31.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B9">
    <label>9.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Vincent-Lambert C., Pretorius A., Van Tonder B. Use of Unmanned Aerial Vehicles in Wilderness Search and Rescue Operations: A Scoping Review // Wilderness &amp; Environmental Medicine. 2023. Vol. 34. Iss. 4. P. 580–588. DOI: 10.1016/j.wem.2023.08.022.</mixed-citation>
     <mixed-citation xml:lang="en">Vincent-Lambert C., Pretorius A., Van Tonder B. Use of Unmanned Aerial Vehicles in Wilderness Search and Rescue Operations: A Scoping Review // Wilderness &amp; Environmental Medicine. 2023. Vol. 34. Iss. 4. P. 580–588. DOI: 10.1016/j.wem.2023.08.022.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B10">
    <label>10.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Cloud-based UAV monitoring and management framework / C. Chen [et al.] // Proc. – 2018 3rd Int. Conf. Control. Robot. Cybern., CRC 2018. P. 61–66. DOI: 10.1109/CRC.2018.00021.</mixed-citation>
     <mixed-citation xml:lang="en">Cloud-based UAV monitoring and management framework / C. Chen [et al.] // Proc. – 2018 3rd Int. Conf. Control. Robot. Cybern., CRC 2018. P. 61–66. DOI: 10.1109/CRC.2018.00021.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B11">
    <label>11.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Arafat M.Yu.,  Moh S. Location-aided delay tolerant routing protocol in UAV networks for post-disaster operation // IEEE Access. 2018. № 6. P. 59891–59906. DOI: 10.1109/ACCESS.2018.2875739.</mixed-citation>
     <mixed-citation xml:lang="en">Arafat M.Yu., Moh S. Location-aided delay tolerant routing protocol in UAV networks for post-disaster operation // IEEE Access. 2018. № 6. P. 59891–59906. DOI: 10.1109/ACCESS.2018.2875739.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B12">
    <label>12.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">A review: UAV-based remote sensing / N. Yin [et al.] // IOP Conf. Ser., Mater. Sci. Eng. 2019. Vol. 490. DOI: 10.1088/1757-899X/490/6/062014.</mixed-citation>
     <mixed-citation xml:lang="en">A review: UAV-based remote sensing / N. Yin [et al.] // IOP Conf. Ser., Mater. Sci. Eng. 2019. Vol. 490. DOI: 10.1088/1757-899X/490/6/062014.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B13">
    <label>13.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Unmanned aerial vehicle remote sensing for field-based crop phenotyping: current status and perspectives / G. Yang [et al.] // Front. Plant Sci. 2017. Vol. 8. DOI: 10.3389/fpls.2017.01111.</mixed-citation>
     <mixed-citation xml:lang="en">Unmanned aerial vehicle remote sensing for field-based crop phenotyping: current status and perspectives / G. Yang [et al.] // Front. Plant Sci. 2017. Vol. 8. DOI: 10.3389/fpls.2017.01111.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B14">
    <label>14.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Arafat M.Yu., Moh S. Bio-inspired approaches for energy-efficient localization and clustering in UAV networks for monitoring wildfires in remote areas // IEEE Access. 2021. Vol. 9. P. 18649–18669. DOI: 10.1109/ACCESS.2021.3053605.</mixed-citation>
     <mixed-citation xml:lang="en">Arafat M.Yu., Moh S. Bio-inspired approaches for energy-efficient localization and clustering in UAV networks for monitoring wildfires in remote areas // IEEE Access. 2021. Vol. 9. P. 18649–18669. DOI: 10.1109/ACCESS.2021.3053605.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B15">
    <label>15.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Subramaniyaswamy V. Unmanned Aerial Vehicle (UAV) based Forest Fire Detection and monitoring for reducing false alarms in forest-fires / S. Sudhakar [et al.] // Computer Communications. 2020. Vol. 149. P. 1–16. DOI: 10.1016/j.comcom.2019.10.007.</mixed-citation>
     <mixed-citation xml:lang="en">Subramaniyaswamy V. Unmanned Aerial Vehicle (UAV) based Forest Fire Detection and monitoring for reducing false alarms in forest-fires / S. Sudhakar [et al.] // Computer Communications. 2020. Vol. 149. P. 1–16. DOI: 10.1016/j.comcom.2019.10.007.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B16">
    <label>16.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">A review of applications and communication technologies for Internet of Things (IoT) and Unmanned Aerial Vehicle (UAV) based sustainable smart farming / N. Islam [et al.] // Sustainability. 2021. Vol. 13 (4). P. 1821.</mixed-citation>
     <mixed-citation xml:lang="en">A review of applications and communication technologies for Internet of Things (IoT) and Unmanned Aerial Vehicle (UAV) based sustainable smart farming / N. Islam [et al.] // Sustainability. 2021. Vol. 13 (4). P. 1821.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B17">
    <label>17.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Monitoring road traffic with a UAV-based system / M. Elloumi [et al.] // IEEE Wirel. Commun. Netw. Conf., WCNC. 2018. P. 1–6. DOI: 10.1109/WCNC.2018.8377077.</mixed-citation>
     <mixed-citation xml:lang="en">Monitoring road traffic with a UAV-based system / M. Elloumi [et al.] // IEEE Wirel. Commun. Netw. Conf., WCNC. 2018. P. 1–6. DOI: 10.1109/WCNC.2018.8377077.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B18">
    <label>18.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Kellermann R.,  Biehle T., Fischer L. Drones for parcel and passenger transportation: a literature review // Transp. Res. Interdiscip. Perspect. 2020. Vol. 4. DOI: 100088. DOI: 10.1016/j.trip.2019.100088.</mixed-citation>
     <mixed-citation xml:lang="en">Kellermann R., Biehle T., Fischer L. Drones for parcel and passenger transportation: a literature review // Transp. Res. Interdiscip. Perspect. 2020. Vol. 4. DOI: 100088. DOI: 10.1016/j.trip.2019.100088.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B19">
    <label>19.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">A cost-efficient elastic UAV relay network construction method with guaranteed QoS / H. Lu [et al.] // Ad Hoc Netw. 2020. Vol. 107. DOI: 10.1016/j.adhoc.2020.102219.</mixed-citation>
     <mixed-citation xml:lang="en">A cost-efficient elastic UAV relay network construction method with guaranteed QoS / H. Lu [et al.] // Ad Hoc Netw. 2020. Vol. 107. DOI: 10.1016/j.adhoc.2020.102219.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B20">
    <label>20.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Chen W., Zhao S., Shi Q. Improve stability in UAV relay networks by jointly optimizing communication // Trajectory and Power: 2018 IEEE Int. Conf. Commun. Syst., ICCS. 2018. P. 180–185. DOI: 10.1109/ICCS.2018.8689196.</mixed-citation>
     <mixed-citation xml:lang="en">Chen W., Zhao S., Shi Q. Improve stability in UAV relay networks by jointly optimizing communication // Trajectory and Power: 2018 IEEE Int. Conf. Commun. Syst., ICCS. 2018. P. 180–185. DOI: 10.1109/ICCS.2018.8689196.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B21">
    <label>21.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Rubin I.,  Zhang R. Placement of UAVs as communication relays aiding mobile ad hoc wireless networks // Proc. – IEEE Mil. Commun. Conf. MILCOM. 2007. P. 1–7. DOI: 10.1109/MILCOM.2007.4455114.</mixed-citation>
     <mixed-citation xml:lang="en">Rubin I., Zhang R. Placement of UAVs as communication relays aiding mobile ad hoc wireless networks // Proc. – IEEE Mil. Commun. Conf. MILCOM. 2007. P. 1–7. DOI: 10.1109/MILCOM.2007.4455114.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B22">
    <label>22.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">A drone-based networked system and methods for combating coronavirus disease (COVID-19) pandemic / A. Kumar [et al.] // Future Gener. Comput. Syst. 2021. Vol. 115. P. 1–19. DOI: 10.1016/j.future.2020.08.046.</mixed-citation>
     <mixed-citation xml:lang="en">A drone-based networked system and methods for combating coronavirus disease (COVID-19) pandemic / A. Kumar [et al.] // Future Gener. Comput. Syst. 2021. Vol. 115. P. 1–19. DOI: 10.1016/j.future.2020.08.046.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B23">
    <label>23.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Drone-based social distancing, sanitization, inspection, monitoring, and control room for COVID-19 / A. Kumar [et al.] // Artif. Intell. Mach. Learn. COVID-19. 2021. DOI: 10.1007/978-3-030-60188-1_8.</mixed-citation>
     <mixed-citation xml:lang="en">Drone-based social distancing, sanitization, inspection, monitoring, and control room for COVID-19 / A. Kumar [et al.] // Artif. Intell. Mach. Learn. COVID-19. 2021. DOI: 10.1007/978-3-030-60188-1_8.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B24">
    <label>24.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Euchi J. Do drones have a realistic place in a pandemic fight for delivering medical supplies in healthcare systems problems? // Chin. J. Aeronaut. 2021. Vol. 34. P. 182–190. DOI: 10.1016/j.cja.2020.06.006.</mixed-citation>
     <mixed-citation xml:lang="en">Euchi J. Do drones have a realistic place in a pandemic fight for delivering medical supplies in healthcare systems problems? // Chin. J. Aeronaut. 2021. Vol. 34. P. 182–190. DOI: 10.1016/j.cja.2020.06.006.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B25">
    <label>25.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Unmanned Aerial Vehicles (UAVs): a survey on civil applications and key research challenges / H. Shakhatreh [et al.] // IEEE Access. 2019. Vol. 7. P. 48572–48634. DOI: 10.1109/ACCESS.2019.2909530.</mixed-citation>
     <mixed-citation xml:lang="en">Unmanned Aerial Vehicles (UAVs): a survey on civil applications and key research challenges / H. Shakhatreh [et al.] // IEEE Access. 2019. Vol. 7. P. 48572–48634. DOI: 10.1109/ACCESS.2019.2909530.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B26">
    <label>26.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms / A. Bouguettaya [et al.] // Signal Processing. 2022. Vol. 190. P. 108309. DOI: 10.1016/j.sigpro.2021.108309.</mixed-citation>
     <mixed-citation xml:lang="en">A review on early wildfire detection from unmanned aerial vehicles using deep learning-based computer vision algorithms / A. Bouguettaya [et al.] // Signal Processing. 2022. Vol. 190. P. 108309. DOI: 10.1016/j.sigpro.2021.108309.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B27">
    <label>27.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Mairaj A., Baba A.I., Javaid A.Yu. Application specific drone simulators: recent advances and challenges // Simul. Modell. Pract. Theory. 2019. Vol. 94. P. 100–117.</mixed-citation>
     <mixed-citation xml:lang="en">Mairaj A., Baba A.I., Javaid A.Yu. Application specific drone simulators: recent advances and challenges // Simul. Modell. Pract. Theory. 2019. Vol. 94. P. 100–117.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B28">
    <label>28.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Statista. URL: https://www.statista.com/chart/17201/commecial-drones-projected-growth/ (дата обращения: 14.02.2024).</mixed-citation>
     <mixed-citation xml:lang="en">Statista. URL: https://www.statista.com/chart/17201/commecial-drones-projected-growth/ (data obrashcheniya: 14.02.2024).</mixed-citation>
    </citation-alternatives>
   </ref>
  </ref-list>
 </back>
</article>
