Abstract
This chapter describes the role artificial intelligence (AI) and augmented reality (AR) play in preventing natural disasters such as pandemics, earthquakes, cyclones, etc. Disaster relief agencies can process large volumes of fragmented and complex data with the help of AI. Consequently, it will be able to generate valuable information that can be acted upon more quickly. Despite its infancy, AR will soon become a key digital tool across many industries. Most companies are implementing technologies such as Cognitive AI, Big Data, Augmented Reality, and Cloud Computing. In the recent pandemic situation, AR has been used for remote assistance, diagnostics, checklists, and training. Enhancing e-health experiences by combining AR and AI can also help resolve legal disputes. As part of its legislative process, the European Union (EU) has prioritized this awareness. Due to this, it is vital to emphasize that these new technologies during disaster emergency management are also supported by European legal standards.
Ivan Allegranti authored paragraphs 19.7, 19.8, 19.9, and 19.10; Roberto Garetto authored paragraphs 19.3, 19.4, 19.5, and 19.6; Gopi Battineni authored paragraphs 19.1 and. 19.2
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References
Ahmad Mahmood BA, Qadir AS, Mohammed EA (2022) Tort liability arising from the act of artificial intelligence techniques. Eur Scholar J 3(4):80–87
Auer A (2019) Rechtsfähige Softwareagenten: Ein erfrischender Anachronismus. Verfassungsblog, 30 Sept 2019. https://intr2dok.vifa-recht.de/servlets/MCRFileNodeServlet/mir_derivate_00007429/Rechtsfhige_Softwareagenten_Ein_erfrischender_Anachronismus.pd
Barnier M (2006) For an European civil protection force: Europe aid. https://www.europarl.europa.eu/meetdocs/2004_2009/documents/dv/031006barnier_/031006barnier_en.pdf
Bassyouni Z, Elhajj IH (2021) Augmented reality meets artificial intelligence in robotics: a systematic review. Front Robot AI 8:296. https://doi.org/10.3389/FROBT.2021.724798/BIBTEX
Beck S (2016) The problem of ascribing legal responsibility in the case of robotics. AI Soc 31:473–481
Beckers A and Teubner, G (2021) Three liability regimes for artificial intelligence. Algorithmic Actants, Hybrids, Crowds, Hart, Oxford, pp 3–22
Berchtold C et al (2020) Barriers and facilitators in interorganizational disaster response: identifying examples across Europe. Int J Disaster Risk Sci 11:46–58. https://doi.org/10.1007/s13753-020-00249-y
Boin A (2019) The transboundary crisis: why we are unprepared and the road ahead. J Contingencies Crisis Manag 27:94–99
Braun M, Hummel P, Beck S (2018) Primer on an ethics of AI-based decision support systems in the clinic. J Med Ethics 47(12). https://doi.org/10.1136/medethics-2019-105860
Cauffman C (2018) Robo-liability: the European Union in search of the best way to deal with liability for damage caused by artificial intelligence. Maastricht J Eur Comp Law 25(5):527–532
Cipresso P et al (2018) The past, present, and future of virtual and augmented reality research: a network and cluster analysis of the literature. Front Psychol 9:2086. https://doi.org/10.3389/FPSYG.2018.02086/BIBTEX
Dattamajumdar A, Keat W (2021) An early warning AI-powered portable system to reduce workload and inspect environmental damage after natural disasters, 1–16
De La Rosa T, Olaya A. G, Borrajo D (2007). Using cases utility for heuristic planning improvement. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 4626 LNAI: 137–148. https://doi.org/10.1007/978-3-540-74141-1_10
DWS, Europe set for record wildfire destruction in 2022, 14 Aug 2022. https://www.dw.com/en/europe-set-for-record-wildfire-destruction-in-2022/a-62802068
Ebers M et al (2021) The European Commission’s proposal for an artificial intelligence act—a critical assessment by members of the robotics and AI law society (RAILS). J 4(4):589–603, ì. https://doi.org/10.3390/j4040043
Femia P (2019) Soggetti responsabili. Algoritmi e diritto civile. In: Femia P (ed) Soggetti giuridici digitali. Sullo stato privatistico degli agenti software autonomi, Edizioni Scientifiche Italiane, Napoli, pp 9–10
Galgano F (2007) Tutto il rovescio del diritto. Giuffrè, Milano
Gladden ME (2019) Who will be the members of Society 5.0? Towards an anthropology of technologically posthumanized future societies. Soc Sci 8(5):148. https://doi.org/10.3390/socsci8050148
Herrmann-Pillath C (2021) A Copernican moment: engaging economic ethics in orchestrating the geocentric turn in economics. In: Bohle M, Marone E (eds) Geo-societal narratives. Palgrave Macmillan, Cham, pp 105–126. https://doi.org/10.1007/978-3-030-79028-8_8
Il Resto del Carlino, Alluvione nelle Marche: tutti i dati, ora per ora: ecco cosa è successo, 21 Sept 2022. https://www.ilrestodelcarlino.it/marche/alluvione-cosa-successo-1.8098852
Kankanhalli A et al (2019) IoT and AI for smart government: a research agenda. Gov Inf Q 36:304–309
Kelsen H (1941) The pure theory of law and analytical jurisprudence. Harv Law Rev 55(1):40–70
Li X et al (2018) A critical review of virtual and augmented reality (VR/AR) applications in construction safety. Autom Constr 86:150–162. https://doi.org/10.1016/J.AUTCON.2017.11.003
Lin J, Cao L, Li N (2019) Assessing the influence of repeated exposures and mental stress on human wayfinding performance in indoor environments using virtual reality technology. Adv Eng Inform 39:53–61. https://doi.org/10.1016/J.AEI.2018.11.007
Lin J et al (2020) How occupants respond to building emergencies: a systematic review of behavioral characteristics and behavioral theories. Saf Sci 122:104540. https://doi.org/10.1016/J.SSCI.2019.104540
Pisanò A (2012) Diritti deumanizzati. Animali, ambiente, generazioni future, specie umana, Giuffrè, Milano
Regulation EU 2021/241 of the European Parliament and of the Council of 12 February 2021 establishing the Recovery and Resilience Facility. https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:32021R0241&from=IT
Reiners D et al (2021) The combination of artificial intelligence and extended reality: a systematic review. Front Virtual Real 2. https://doi.org/10.3389/FRVIR.2021.721933
Sahu CK, Young C, Rai R (2020) Artificial intelligence (AI) in augmented reality (AR)-assisted manufacturing applications: a review. Int J Prod Res 59(16):4903–4959.https://doi.org/10.1080/00207543.2020.1859636
Scherer MU (2016) Regulating artificial intelligence systems: risks, challenges, competencies, and strategies. Harv J Law Technol 29(2):354–400
Sun R et al (2020) A review of risk analysis methods for natural disasters. Nat Hazards 100(2):571–593. https://doi.org/10.1007/S11069-019-03826-7
Teubner G (2006) Rights of non-humans? Electronic agents and animals as new actors in politics and law. J Law Soc 33(4):497–521
Teubner G (2018) Digitale Rechtssubjekte? Zum privatrechtlichen Status autonomer Softwareagenten digital personhood? The status of autonomous software agents in private law. Ancilla Iuris 106:108–149
Topildiev B, Khursanov R (2021) Legal fact based on occurrence civil rights and obligations. Ilkogretim Online 20(3):1695–1698. https://doi.org/10.17051/ilkonline.2021.03.195
Van Dijk N (2020) In the hall of masks: contrasting modes of personification. In: Hildebrandt M, O’Hara K (eds) Life and the law in the era of data-driven agency. Edward Elgar, Cheltenham, p 231
Villani S (2017) The EU civil protection mechanism: instrument of response in the event of a disaster. Rev Universitaria Eur 26:121–148
Von Savigny FC (1840) System des heutigen römischen Rechts. Veit und Comp, Berlin
Zhou Y et al (2014) Local spatial and temporal factors influencing population and societal vulnerability to natural disasters. Risk Anal 34(4):614–639. https://doi.org/10.1111/risa.12193
Legal sources
European Commission (a). Proposal for a Regulation of the European Parliament and of the Council Laying Down Harmonised Rules on Artificial Intelligence (Artificial Intelligence Act) and Amending Certain Union Legislative Acts (COM(2021) 206 final, 2021/0106 (COD)), 21 April 2021. https://op.europa.eu/en/publication-detail/-/publication/e0649735-a372-11eb-9585-01aa75ed71a1/language-en/format-PDF/source-205836026
European Commission Expert Group on Liability and New Technologies—New Technologies Formation. Liability for Artificial Intelligence and Other Emerging Digital Technologies, 27 Nov 2019
European Parliament and Council of the European Union. Directive 2006/42/Ec of the European Parliament and of the Council of 17 May 2006 on machinery, and amending Directive 95/16/EC (recast) (OJ L 157/24). https://eur-lex.europa.eu/LexUriServ/LexUriServ.do?uri=OJ:L:2006:157:0024:0086:EN:PDF
European Commission. Proposal for a Regulation of the European Parliament and of the Council on machinery products (COM(2021) 202 final 2021/0105 (COD)), 21 April 2021. https://ec.europa.eu/docsroom/documents/45508
Presidency of the Council of the European Union. Proposal for a Regulation of the European Parliament and of the Council laying down harmonised rules on artificial intelligence (Artificial Intelligence Act) and amending certain Union legislative acts—Presidency compromise text (2021/0106(COD)), 31 March 2022. https://data.consilium.europa.eu/doc/document/ST-14278-2021-INIT/en/pdf
European Commission (b). Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions 2030 Digital Compass: the European way for the Digital Decade (COM(2021) 118 final), 9 March 2021. https://ec.europa.eu/info/sites/default/files/communication-digital-compass-2030_en.pdf
European Commission. Press release. NextGenerationEU: first annual report on the Recovery and Resilience. Facility finds implementation is well underway, 1 March 2022. https://ec.europa.eu/commission/presscorner/detail/en/ip_22_1198
European Commission (c). Communication from the Commission to the European Parliament and the Council on the Third Progress Report on the implementation of the EU Security Union Strategy (COM(2021) 799 final), 8 Dec 2021. https://op.europa.eu/en/publication-detail/-/publication/d5bc5c70-581d-11ec-91ac-01aa75ed71a1/language-en/format-PDF
Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions, Europe’s Media in the Digital Decade: An Action Plan to Support Recovery and Transformation COM(2020) 784 final, 3 December 2020. https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:52020DC0784&from=EN
Commission Staff Working Document (2017) Action Plan on the Sendai Framework for Disaster Risk Reduction 2015–2030—A disaster risk-informed approach for all EU policies; SWD(2016) 205 final
Communication from the Commission to the European Parliament, the European Council, the Council, the European Economic and Social Committee and the Committee of the Regions. Artificial Intelligence for Europe (COM(2018) 237 final), 25 April 2018. https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:52018DC0237&from=EN
Communication from the Commission to the European Parliament, the European Council, the Council, the European Economic and Social Committee and the Committee of the Regions. Coordinated Plan on Artificial Intelligence (COM(2018) 795 final), 7 Dec 2018. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=COM:2018:795:FIN
European Environment Agency. Economic losses and fatalities from weather- and climate-related events in Europe, 03 Feb 2022. https://www.eea.europa.eu/publications/economic-losses-and-fatalities-from
European Commission Expert Group on Liability and New Technologies—New Technologies Formation. Liability for Artificial Intelligence and Other Emerging Digital Technologies, 27 Nov 2019. https://www.europarl.europa.eu/meetdocs/2014_2019/plmrep/COMMITTEES/JURI/DV/2020/01-09/AI-report_EN.pdf
European Commission, Communication from the European Commission to the European Parliament and the Council (COM(2010) 600 final), 26 Oct 2010. https://eur-lex.europa.eu/legal-content/HR/TXT/?uri=CELEX:52010DC0600
European Commission, Decision No 1313/2013/EU of the European Parliament and of the Council of 17 December 2013 on a Union Civil Protection Mechanism Text with EEA relevance. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32013D1313
European Commission. Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions 2030 Digital Compass: the European way for the Digital Decade ( COM(2021) 118 final), 9 March 2021. https://ec.europa.eu/info/sites/default/files/communication-digital-compass-2030_en.pdf
European Commission. Communication from the Commission to the European Parliament and the Council on the Third Progress Report on the implementation of the EU Security Union Strategy (COM(2021) 799 final), 8 Dec 2021. https://op.europa.eu/en/publication-detail/-/publication/d5bc5c70-581d-11ec-91ac-01aa75ed71a1/language-en/format-PDF
European Commission. Coordinated Plan on Artificial Intelligence 2021 Review (COM(2021) 205 final Annex), 21 April 2021. https://digital-strategy.ec.europa.eu/en/library/coordinated-plan-artificial-intelligence-2021-review
European Commission. Proposal for a Regulation of the European Parliament and of the Council Laying Down Harmonised Rules on Artificial Intelligence (Artificial Intelligence Act) and Amending Certain Union Legislative Acts (COM(2021) 206 final, 2021/0106 (COD)), 21 April 2021. https://op.europa.eu/en/publication-detail/-/publication/e0649735-a372-11eb-9585-01aa75ed71a1/language-en/format-PDF/source-205836026
European Commission. Proposal for a Regulation of the European Parliament and of the Council on a Single Market for Digital Services (Digital Services Act) and Amending Directive 2000/31/EC (COM(2020) 825 final, 2020/0361 (COD)), 15 Dec 2020. https://digital-strategy.ec.europa.eu/en/library/proposal-regulation-european-parliament-and-council-single-market-digital-services-digital-services
European Commission. Proposal for a Regulation of the European Parliament and of the Council on contestable and fair markets in the digital sector (Digital Markets Act) (COM(2020) 842 final 2020/0374 (COD)), 15 Dec 2020. https://op.europa.eu/en/publication-detail/-/publication/aa57c5e1-46fa-11ec-89db-01aa75ed71a1/language-en
European Commission. Proposal for a Regulation of the European Parliament and of the Council on European data governance (Data Governance Act) (COM(2020) 767 final 2020/0340 (COD)), 25 Nov 2020. https://digital-strategy.ec.europa.eu/en/library/proposal-regulation-european-parliament-and-council-single-market-digital-services-digital-services
European Commission. White Paper on Artificial Intelligence—A European approach to excellence and trust (COM(2020) 65 final), 19 Feb 2020. https://ec.europa.eu/info/publications/white-paper-artificial-intelligence-european-approach-excellence-and-trust_en
European Forum for Disaster Risk Reduction (2021) Roadmap 2021–2030 For a disaster-resilient European and Central Asian region by 2030. https://efdrr.undrr.org/sites/default/files/2022-01/EFDRR%20Roadmap%202021-2030.pdf
European Parliament. Report with recommendations to the Commission on Civil Law Rules on Robotics (2015/2103(INL)), 27 Jan 2017. https://www.europarl.europa.eu/doceo/document/A-8-2017-0005_EN.html
European Parliament. Resolution of 16 February 2017 with recommendations to the Commission on Civil Law Rules on Robotics (2015/2103(INL)), 16 Feb 2017. https://www.europarl.europa.eu/doceo/document/TA-8-2017-0051_EN.html#:~:text=European%20Parliament%20resolution%20of%2016%20February%202017%20with,on%20Civil%20Law%20Rules%20on%20Robotics%20%282015%2F2103%20%28INL%29%29
European Union, Commission Implementing Decision of 16 October 2014 No 2014/762/EU laying down rules for the implementation of Decision No 1313/2013/EU of the European Parliament and of the Council on a Union Civil Protection Mechanism and repealing Commission Decisions 2004/277/EC, Euratom and 2007/606/EC, Euratom (notified under document C(2014) 7489). https://eur-lex.europa.eu/legal-content/EN/ALL/?uri=CELEX%3A32014D0762
European Union, Consolidated version of the Treaty on the Functioning of the European Union, 13 December 2007, 2008/C 115/01. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=celex%3A12012E%2FTXT
European Union, Next Generation EU. https://next-generation-eu.europa.eu/index_en
High-Level Expert Group on Artificial Intelligence. Ethics Guidelines for Trustworthy Artificial Intelligence (2019) 8 April 2019. https://digital-strategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai
High-Level Expert Group on Artificial Intelligence. Policy and Investment Recommendations for Trustworthy AI, 26 June 2019b. https://www.europarl.europa.eu/italy/resource/static/files/import/intelligenza_artificiale_30_aprile/ai-hleg_policy-and-investment-recommendations.pdf
UN-EU, Improving Lives Partnership between the UN and EU (2010). https://www.unbrussels.org/report2010/#/page/-1
UNISDR (United Nations International Strategy for Disaster Reduction) (2015) Sendai framework for disaster risk reduction 2015–2030. http://www.wcdrr.org/uploads/Sendai_Framework_for_Disaster_Risk_Reduction_2015-2030.pdf
United Nations General Assembly 2015 Transforming our world: the 2030 Agenda for Sustainable Development, A/RES/70/1. https://documents-dds-ny.un.org/doc/UNDOC/GEN/N15/291/89/PDF/N1529189.pdf?OpenElement
United Nations Office for Disaster Risk Reduction, (2020) Europe’s opportunity to manage risk and build resilience Recommendations to the European Green Deal, 1–11
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Allegranti, I., Battineni, G., Garetto, R. (2023). The Use of Artificial Intelligence and Mixed Reality in Preventing Natural Disasters: Practical and Legal Issues. In: Geroimenko, V. (eds) Augmented Reality and Artificial Intelligence. Springer Series on Cultural Computing. Springer, Cham. https://doi.org/10.1007/978-3-031-27166-3_19
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