Capstone EMSH699week15

Drones have multiple uses in the process of emergency and disaster management. Disaster management refers to devising strategies through which communities are shielded from vulnerabilities associated with sudden calamities—efforts towards emergency management target the construction of stable societies that can withstand hazards. A disaster can be a natural, technological, or artificial hazard that harms lives, the environment, or both. The common disasters considered for this research are earthquakes, fire explosions, floods, and accidents. Drones, also called Unmanned Arial Vehicles, are self-driving aircraft with no humans on board (Restas, 2015).

Using drones in emergency and disaster management is a major technological breakthrough in the 21st century’s efforts to enhance effective crisis response techniques. With threats of natural disasters, industrial accidents, terrorist attacks, and fire explosions always lurking in some corner to strike cities and communities, measures to ensure that adequate and quick intervention measures are in place are necessary. However, conventional means of emergency management often face challenges due to access limitations to the affected areas, delays in situational awareness, and challenges in the deployment of resources. Thus, innovative ways of dealing with these problems are immediately required, and a tool that has garnered much attention for this is a drone (Daud et al., 2022).

The current research is significant since it enlightens readers on the implications of using drones to counter disasters. The insights will be helpful to professionals across all industries to identify potential threats and possible impacts by demonstrating the significance of drones, more users will be encouraged, thus generating results properly channeling intervention measures in the right direction (Restas, 2015). Insights on the various ways of drone application presented herein will demolish the barriers among drone users, thus increasing the success of rescue missions. The knowledge will further lead to a situation where the risk imposed upon human beings will be minimized by substituting human beings with drones in missions that involve accessing risky areas. Besides, the insights on drones' safety and ethical measures will also guide users to avoid falling on the wrong side of the law.

Integrating drones into disaster and emergency management is a big step forward in technology that could change how people respond to crises in a big way (Restas, 2015). The problem encountered during disaster and emergency management is restricted access to the affected areas due to geographical location, hazardous conditions, difficulty obtaining real-time situational awareness, and delays in deploying resources effectively. The problem makes it challenging for the emergency team to get real-time information about the incident area and delays in implementing the necessary strategy to address the issue (Velev et al., 2019).

The use of drones is marred by limitations of mechanical failure, lack of enough expertise to operate them effectively, and poor management of their use on matters of privacy rights. The information collected by the drone needs to be better controlled and protected and raises concerns about the privacy of those in each locality when data is collected. There is a need for detailed research and study to understand how it operates and the best way to optimize its use in disaster management (Daud et al., 2022). Drones help improve situational awareness and quick decision-making in emergencies because they are flexible and quick. Drones are being used increasingly in disaster management. However, research is needed to understand the best maintenance practices of its network and functionality for it to operate optimally and give the required data (Daud et al., 2022). There is also the need to prevent cybersecurity risks by researching the best safety regulations and privacy concerns for the drone's purpose.

This study aims to demonstrate the various ways of managing disasters and emergencies using drones. By presenting the advantages, disadvantages, legal and ethical implications of drones, this research aims to reveal the reliability level of drone technology. How drone users should comply with government requirements is also presented to equip emergency response teams with a starting point when considering drone technology. Emphasizing the essence of safeguarding data privacy contributes to building safe communities (Griffin, 2014). By demonstrating how drones can be used during disasters, this study aims to broaden the perspectives of the first disaster responders on the mitigation options available.

The current study also aims to boost the efforts of previous researchers in defining resilient disaster management techniques by exploring the use of drones. An elaboration of the challenges and merits encountered while implementing and applying drone technology aims to enhance user experience. Disaster management teams will be more prepared when they know what to expect (Daud et al., 2022). Further, case studies of the different occasions when drones were successfully deployed to manage disasters serve to build the confidence of current teams in this technology. Besides contributing to the existing body of knowledge and educating disaster and emergency response teams, the insights of this study can be used by policymakers to streamline emergency response initiatives. Therefore, the research aims to improve the disaster management process by leveraging drone technology (Siva Suriyan, 2021).

1. What are the various ways in which drones can be used to manage disasters and emergencies? (Siva Suriyan 2021).

2. What are the advantages and disadvantages of using drones for disaster management?

3. What are the ethical issues surrounding the use of drones in disaster management?

This section will provide a theoretical review of various concepts related to the use of drones. It will provide insights from previous researchers in this field and their findings. Further, a comprehensive discussion on the application, advantages and disadvantages of drones will be presented.

Theoretical review for this study will focus on disaster management, disaster response, and drone technology.

Disaster is a hazardous occurrence that interrupts a community's normal operations, resulting in material, life, or economic loss to the extent that the victims cannot cope with the available resources (Zahir et al., 2022). To impose relevant, responsive measures, rescue teams have turned to the contribution of drones in the recent past. For example, it took the deployment of drones to respond to the 2008 earthquake in Wenchuan. These gadgets' sensory abilities helped reduce the magnitude of destruction incurred (Zahir et al., 2022). In a different crisis, it was through the application of drones that the destruction caused by a nuclear reactor plant which exploded in Japan in 2011 was estimated. Other instances when drones were used to respond to mass disasters include Cyclone Pam in 2015 and Typhoon Haiyan, which occurred in the Philippines in 2016. Findings from various researchers have expressed a vast knowledge of applying drones. Their acceptance rate, however, differs from one setup to another. Drones have the swiftness to arrive at disaster scenes before human arrival and send meaningful communication to the conditioned centers.

The efforts to control and manage risks can be observed in the 2015-2030 Sendai Framework for Disaster Risk Reduction (SFDRR). The framework expands the saving lives clause to pursue rescuing lives and livelihoods¸, construct back better, and invest in reducing risks associated with the occurrence of disasters (Zahir et al., 2022). SFDRR outlines seven goals for reducing disaster-related risks. In other words, disaster management efforts aim to minimize deaths, reduce economic destruction, minimize the destruction of major infrastructure, build and strengthen international cooperation, and increase the accessibility of disaster details. These goals can be achieved if the stakeholders involved in handling emergencies and disasters work together perfectly. Since different disasters impose different magnitudes of threat on society, there is a need to put in place different response mechanisms for each probable disaster. Disaster management departments should cover preparedness for disasters and recovery mechanisms post-disaster.

The nature of drone technology has evolved over the years to fit the ever-evolving needs. In the disaster management sector, drones should possess the features of geographical location details, specifics of the disaster, and conditions of operation. These abilities can equip rescue teams with fine details concerning the occurrence of a specific disaster. The application of drones reduces the time taken to respond to emergency occurrences and process the information gathered (Zahir et al., 2022). The capabilities of drones in terms of altitude are attained, the region covered and the length of a flight. These abilities depend on the machine's weight, the source of power, and the model of the drone. For drones to function effectively, stable internet connectivity is a requirement. Instances with network instabilities result in communication breakdowns. The server relaying information should be highly protected. Generally, drone technology utilizes three main developments. These include swarms, miniaturization, and autonomy.

After a particular disaster has hit, the most immediate thing conducted is disaster response. This concept refers to the implementation of effective interventions under time constraints (Zahir et al., 2022) et al., and actions often require multiple resources that members of affected communities may not own. Response teams must apply high degrees of wisdom in determining the most productive responses. The logistics surrounding disaster response include planning, implementing, regulating, monitoring, and harmonizing efforts.

There are various ways in which drones can be used to manage large-scale disasters. According to Daud et al. (2022), the application of drones in disaster management can be divided into four categories. These are management, searching and saving, training, and transportation. The research reflects on the different ways through which different industries have utilized drones in recent decades. Although agriculture and commercial sectors have depended on drones over the years, managing disasters has overtaken these applications. In the wake of increasing demand for these devices, Daud et al. (2022) sought to examine how various projects have utilized drones, the advantages, and the challenges encountered in this process.

Daud et al. (2022) analyzed the findings of 52 research journals using a scoping review methodology. From the four categories identified earlier, these researchers narrowed down the advantages of using drones to include the following: minimizing the time spent on identifying disaster victims, reducing the time of intervention, and providing direction to rescues. Most importantly, drones have sensory abilities that can aid in locating human beings buried in rubble. This researcher's major area of focus was the trends observed in application over these years. They noted an upward trend in researchers exploring the use of drones in disaster management. However, the research points to insufficient research on using drones to administer healthcare to disaster victims. The researchers also point out the need for further examination of the ways in which research can be applied in spotting disaster victims within the quickest time possible. They conclude that efforts between the Disaster Victim Identification (DVI) team, technical support, and evidence-based data, and society are needed in the chase for effective management of disasters.

Using drones provides disaster managers with a wider range of intervention measures in the event of crime. According to Griffin (2014), crime management has, for a long time, depended on drone technology for effective response mechanisms. The researchers review different types of disasters that have utilized drones to sensitize potential users about their pros and cons. The main disasters reviewed include fire explosions, the collapse of dams and buildings, tornados, and accidents involving major infrastructure. These researchers, therefore, attempt to shed more light on hazard mode in managing disasters, issues encountered in the application of UAVs, and the criteria used to adopt drones.

An effective utilization of drone technology can prevent the occurrence of major disasters. According to Griffin (2014), major disasters such as the Welsh mining tragedy of 1966, Mariana Town's dam collapse of 2015, and the Brumadinho town dam collapse of 2019. Besides, using drones has resulted in effective management of popular tragedies, such as identifying the threat from unstable structural buildings after the occurrence of Hurricane Katerina and swift detection and intervention of forest fires. Accidents involving drowning have also largely relied on drones to shape intervention efforts.

According to Griffin (2014), disaster management unfolds in three stages. These include pre-disaster planning and readiness, present calamity intervention and management, and finally, the post-disaster recovery phase. During the initial stage, drones assist in identifying disaster risks and impacts. The second phase utilizes UAVs for early detection and quick response, while the final stage relies on drones to effectively put-up precautionary measures against future occurrences. These researchers present the criteria for using UAVs, beginning with the specification of the need to use these devices in times of disaster. The next step should be to specify the nature and quantities of drones required. This step should consider specifications such as camera quality and GPS details. Integrated efforts could work better if funding from emergency management agencies and support for their implementation were available from top management. The organization adopting drones should obey the land's regulatory requirements and their operators' competency level. These researchers conclude by asserting the effectiveness and easiness of involving UAVs in managing disasters.

Drones are significant for providing effective networks and smooth communication between disaster victims and rescue teams. According to Alawad et al. (2023), natural disasters are a rich area in which UAVs can be used to manage disasters. The current research proposes a Swarm Optimization Algorithm (SOA), which utilizes the delay tolerant network when managing disasters using drones. They suggest that the SOA method provides a wholesome search of the space with the highest quality results. The purpose of this study was to contribute to minimizing risks related to the occurrence of disasters, to demonstrate how UAVs can be used while utilizing the lowest energy levels, to design a method that can collect as many details from the search space as possible and to ensure that efficiency is adhered to in terms of swift response to disaster, throughput and path loss in tracking victims is minimized.

Integrating UAVs with IoT can significantly increase the efficiency of response programs. These researchers suggest that the adoption of a 5G network can help screen a wider area of disaster occurrence. Since comprehensive details such as barriers to regional access and the health condition of victims can be collected by drones, the first responders can make informed decisions about appropriate responses. According to Alawad et al. (2023), applying an SOA-based algorithm will generate details of the specific areas to channel immediate response. When the responder has positioned the UAVs strategically, operates them appropriately, and adheres to a good routine path, the energy consumed reduces significantly. The research, therefore, concludes that performance is of higher rank compared to previously performed work.

Using drones in disaster response should consider optimizing drone capabilities for better results. Zahir et al. (2022) explores the technological and legal aspects of drone usage in responding to disasters within cities. Various ways in which the impact of UAVs can be leveraged are outlined in this study. Insights for the study are fetched from reviewing past literature and the Participatory action research technique. The participation modes utilized were observations, discussions, and interviews. Respondents for this study were six stakeholders from the regulatory board. The researchers found the implementation of drone technology crisis management to comprise six major aspects. The first one is actions, followed by internal organization. In other perspectives, we have the external environment, feasibility analysis, and specification of needs. This framework can only work in a harmonious and collaborative setup.

The invention of drone technology has largely impacted the search for disaster victims and efforts to rescue them. As the usage of drones has grown popular, so have rescue missions improved( Alawad et al., 2023). According to Barnas et al. (2019), the first usage of drones involved the identification of fatalities in a steep terrain disaster. In this incident, areas that would otherwise be inaccessible by humans were inspected using drones. They provided real-time images of these regions, and as a result, the rescue team identified areas needing more effort. In a different case, a high-altitude climber who went missing was rescued by using drones.

These instances amplify the abilities of drones to rescue human beings without necessarily endangering the lives of others. In rescue missions involving hardship areas like those covered with snow, drones can effectively cover these regions. These gadgets can patrol wide regions within a limited period. The delays that human rescuers may cause in rescuing disaster victims are therefore countered. Besides, the sensory abilities of drones enable them to perform comprehensive searches of disaster zones.

Drones can provide higher value in disaster management than conventional methods. Studies have portrayed drone technology as a cheaper response method to disaster events. Besides, there is evidence of how drones have been used to manage scenes involving floods, earthquakes, tsunamis, landslides, and forest fires (Daud et al., 2022). Particularly, the deployment of drones in disaster scenes enables a faster collection of details through quality images compared to relying on satellite images. GPS survey technology has also been ranked lower than drone technology.

In disasters related to floods and erosions, drones can generate 2D and 3D data within a short period. This is helpful for the swift synthesis of information and determination of productive responses. Unlike human responses, drone images can be revisited remotely for clarifications and confirmations. The drone aerial photo-sharing web ensures that the original images captured from disaster scenes are shared simultaneously with all stakeholders. The flexibility of drones also enables them to access completely ruined sites and collect information. Drones can model high-quality maps of disaster regions. With this resource, regions that were destroyed by disasters can be visualized, and the impact of disaster assessed.

Disaster sites rely heavily on transportation logistics to access resources and transfer victims. It takes an effective transport system to equip disaster sites with medical suppliers and rescue professionals (Daud et al. Existing studies have confirmed using drones to supply medical equipment during emergencies and disasters. According to existing research, defibrillators can be transported more effectively by using latch-release in a region of low altitude. An extension of this research by Van Tilburg (2017) confirmed that compared to emergency medical services, drones are convenient for short distances.

When disasters cause cardiac arrests upon victims, drones can provide timely help through their swiftness. Deployment of drones in disaster management is cost-effective as the logistics involved with conventional logistics are eliminated. Before professionals can arrive at the affected scenes, drones are useful for transporting blood samples and other medical supplies. In other cases, drone technology has been used to transport the goods of disaster stakeholders to convenient places. Precisely, relief food has been flown via drones with the reinforcement of a manual pilot.

An interesting application of drones is training emergency medical teams. These gadgets also equip professionals with adequate preparation for Mass Casualty Incidents (MCI) research. According to research by Van Tilburg (2017) to examine individuals' experience with an aerial view, results were collected after and before the implementation of the MCI intervention. Findings revealed that drones produce more direct and cheaper open-air situations when more people and wider spaces are considered. The MCI simulation improved individuals' self-perception.

Drones bear the capability to analyze the extent of damage to disaster scenes. They do this through reading snap photographs and location images. Fine details about the cause and impact of a disaster can be used to devise appropriate precautionary measures to avoid repeating such instances in the future. If the physical communication between response teams gets broken, drones can be utilized to restore missed details. Smooth communication is important because it allows the affected victims to access basic commodities such as medical supplies and water. Reviewing the details of risks that occurred from drones can provide insights into other regions that are prone to experience similar risks.

Drones utilize their ability to assess climatic aspects such as temperatures, wind speed, direction, and humidity to predict forest fires. For this reason, researchers are exploring ways of utilizing these dimensions to predict the proneness of infrastructure to fire incidents. In California state, emergency services are adopting drone technology to detect forest fire accidents (Griffin, 2014). Insights relayed by drones are used to identify the number of tools and resources to deploy to affected regions. The insights from thermal detectors fixed on drones can provide insights into regions with a higher probability of catching fire. An example of an instance when drones were used to fight fire is the Big Hollow fire. Skyward and Verizon used a 4G drone to monitor communications and the magnitude of harm without deploying human beings into risky areas.

Timely and Convenient response mechanisms have been adopted. Since drones move through flying, they can access areas where disaster has occurred within a short time. UAVs are not restricted by transport logistics of congestion, parking, or landing space (Griffin et al., 2014). For this reason, urgent supplies required in the affected areas, such as blood and food, are availed on time, and the response efforts are improved. Victims who would have perished from lack of basic amenities are saved.

Drones are people friendly. These devices perform conditioned roles with minimal interference with the well-being of community members. Their swift motion arouses curiosity amongst the people and even lures them into participating in the rescue mission. Some people are attracted to disaster zones to watch the devices monitor the venue but end up participating in rescue activities. This positive reception enhances the harmonization of efforts and minimization of disunity during the sensitive task of disaster and emergency management. When the people are united, work becomes easier, and loopholes are minimized.

The aerial nature of drone images provides a wide and attractive overview of a region in its natural setting. Unlike the photos taken from the ground level, which focus on one side, drone images highlight all the regions. Beyond being insightful, drone images are appealing. Disaster response organizations like the Red Cross utilize videos and photos drones capture to publicize their services. The innovation of cheaper drones has enabled disaster response teams to access a wider view of areas of interest. This is an improvement from early times when high costs characterized access to an aerial view.

The application of drone technology equips humanitarians with details concerning the areas they are working on. They provide a glimpse of earth from the sky, such that the people on the ground acquire an overview of their scope of operation. Situational awareness is important in determining the direction to move and areas that are more likely to require an urgent response( Tatsidou et al., 2019). Besides, analyzing drone images equips humanitarians with real-time information on the routes they use to access desired destinations. The safety of response teams is improved when decisions are made from the point of knowledge rather than chance. Collecting the aerial view of a place is a simple process that is compatible with modern consumer drones. This increases the preparedness of communities to manage disasters.

Situational awareness can facilitate humanitarians with information about the volume of floods. Their response activities will, therefore, observe the safety requirements of the humanitarians on the ground. The sufficiency of available resources to handle the situation can be estimated by looking at the wider picture of the disaster zone. This ensures that timely reinforcement is sought and that issues that may inconvenience the rescue operations are minimized. With the proper installation of software and hardware devices on drones, the quality of monitoring they conduct will likely improve.

Drones generate large volumes of significant data through low-cost techniques. Arial view images can be expensive when human-crewed aircraft and satellites are applied. These resources are also only partially accepted in some communities. The use of drones can provide disaster response teams with real-time maps of regions they were previously unfamiliar with over a short period.

Organizations planning to construct infrastructure in particular regions can use drone technology to make informed decisions. For example, before constructing refugee camps, humanitarian organizations can have an overview of the proposed region to assess its vulnerability to natural disasters such as floods and drought. Collecting overview images of the land will further be useful in predicting the dimensions of each disaster in response to the geographical landscape (Velev et al., 2019). Such insights can empower organizations to adopt a better position for their infrastructure.

Although drones provide cheap means of collecting aerial data, acquiring the gadgets is expensive. Their position as sources of cutting-edge technology implies that their value remains sufficiently high. To purchase a small commercial drone in the US, an individual or organization is expected to possess between $ 1000 and $ 10,000(Barnas et al., 2019). When the software and hardware resources required to analyze the information collected by drones are included in this package, the prices shoot even higher. Although the plain images collected from the drones are functional, drawing accurate maps may require clearer images. Such a designer needs a functional laptop and operating software. Those applications that rely on cloud computing to process drone data require strong internet connectivity. These services are not easily available, especially in remote regions. Besides operation-related costs, drones require physical transportation to the disaster zone. Costs associated with the movement are incurred. Besides, the area within which the drone is operating must be safe, and prior practice of using the device is essential. All these activities incur costs.

The laws which define the use of drones vary across nations. Disaster response organizations struggle with establishing the expected standards to be met in drone applications. While some nations have highly tight laws in this area, others have few or no definite ones. This imposes challenges on response teams, especially in cases where they are executing missions in foreign nations. In some cases, local authorities expect drone controllers to seek permission before flying the devices. Response to emergencies in the wake of such conditions thus becomes a complex process. For such societies, flying a drone is presented as a highly heuristic process, thus discouraging their application and utilization.

Drone operators are required to uphold data privacy in most parts of the world. Pilots of these devices are expected to focus their data collection efforts on areas affected by emergencies. The collected information should be treated with a level of privacy from unauthorized hands. Before sharing the information gathered from the field on public platforms, drone users must reflect on the implications of their actions. Violation of the privacy rights of community members is a gross crime, capable of attracting heavy penalties upon the proprietors.

Effective use of drones requires the action of trained personnel. Otherwise, incompetent users can cause harm to the device by hitting it against objects. Uncontrolled drones can harm human beings and impose inappropriate methods of data collection (Tatsidou et al., 2019). Negative consequences such as lack of public trust in the usage of drones or collection of irrelevant information may be reached.

The application of drones should comply with various ethical requirements. Data collected through the application of drones should be treated with value and care. The type of persons who gain access to this information should be evaluated with care and storage mechanisms selected wisely (Daud et al., 2022). Drone surveillance may collect personal details of society members, which raises privacy concerns. The boundaries that should be observed while handling drones should be held in high regard to avoid misuse of the technology.

In terms of legal requirements, drone pilots should take formal training accompanied by formal certification. This measure increases the safety levels of operating drones in community setups. The areas within which drones are flown should be selected carefully. During times of crisis, flying drones in restricted zones should be done with formal authorization. This ensures that the sensitivity of iconic infrastructure is not compromised, yet the regions in need of surveillance are not denied help. Some common avenues that are marked as no-fly zones include airports, military bases, and government buildings.

The standards of each drone should meet the predefined regulations. Different drones have different capabilities. Therefore, their application should be preceded by a reflection of whether the device meets the expected standards to serve that role. In operations involving disaster response, drone users should confirm and verify that the drone used is stable and reliable. All the necessary safety tools should be properly put in place. The law also requires that data protection be well adhered to at all stages of drone surveillance (Velev et al., 2019). The directives on how to use the data collected from the field should, therefore, not be a private affair, but one conducted according to the guidelines of the existing law. Overall, the use of drones in disaster management is a sensitive yet productive activity. The way drone users conduct their operations can optimize rescue missions by upscaling them. Government regulations ensure that the rights of the public are always upheld and that maximum efforts are channeled towards the reduction of disaster occurrences

The study will use qualitative research to have the best quality data, where a systemic literature review is supplemented with case studies. The methodology employed in this research project focuses on a comprehensive analysis of the utilization of unmanned aerial vehicles (UAVs), commonly known as drones, in crises, particularly in emergency and disaster response scenarios (Daud et al., 2022). The study is driven by the theory of qualitative research in the application of drones during emergency and disaster management. Therefore, understanding that the adoption and effectiveness of technological innovations are shaped by human experiences, perceptions, and behaviors, can be qualitatively mined to the depths of the complexities surrounding the use of drones. The research is founded on theories such as grounded theory or phenomenology. It is aimed at exploring how stakeholders experience drones, including their attitudes, challenges, and views towards the ethics surrounding drones. In the identification and understanding of social, cultural, and organizational factors that exude influence on the integration of drones into practices of emergency management, the use of qualitative methodologies such as interviews, focus groups, and thematic analysis is apparent through the theoretical framework (Daud et al., 2022). This research critically analyses the importance of qualitative inquiry, which, in turn, will develop critical views for policies and practices and form an important part of research in this area in the future.

In the context of this research, a data collection and analysis plan are a systematic and rigorous approach targeted at gathering, synthesizing, and interpreting information on the use of drones in managing emergencies and disasters. Information will be sourced from various sources, including academic literature, reports, case studies, and expert interviews related to the study area. Strategic words, precisely 'drones' and 'disaster management,' and existing journals related to this topic will be comprehensively reviewed (Restas, 2015). The review findings will identify existing gaps and concerns associated with drone technology. Case studies will be a rich content source for the current research, giving details of real-life situations where this technology was fully implemented. Conducting one-on-one interviews with disaster management stakeholders and community members will shed light on communities' perspectives towards drones and their reservations concerning the technology.

Data analysis will be conducted to establish the efficiency of drone technology during disaster response (Velev et al., 2019). The analysis will also seek to measure variables of response time and the correctness of collected data. For this level, the precision of ground data and the data details collected from drones will be compared and analyzed. Response time will be determined by computing the time drones take to arrive on the ground and collect data. The costs incurred while applying drones will be analyzed against benefits to determine effectiveness. Computing the overall benefits of deploying drones in emergency responses (Nihad & Nadjat, 2023) is essential. To do this, an impact analysis will be conducted using the metrics of the number of rescued victims, property saved, and the time taken to manage the situation.

One of the methods used in my research will be triangulation to add credibility and validity to the findings (Velev et al., 2019). Collected data will be tested using appropriate qualitative techniques like thematic analysis or content analysis, depending on the nature of the data. It will involve a process of coding, categorizing, and interpreting the data so that relevant patterns, themes, and insights identified will point towards the research objectives (Daud et al., 2022). Aspects of correlations demonstrated by the data will also be observed to draw meaningful conclusions. Furthermore, reflexivity and member checking will be used to enhance the analysis's authenticity and rigor. The data collection and analysis plan follow the set tenets and methodologies of qualitative research to come up with convincing findings that will improve the role played by drones in emergency management contexts.

The expected value of this study lies in its ability to greatly improve emergency and disaster management by giving researchers a complete picture of how to use drones (Restas, 2015). This study wants to fill in important gaps in current knowledge and practice by closely examining the part that drones play in improving reaction times. Researchers want to give lawmakers, first responders, and other interested parties a more complete picture by carefully looking at both the usefulness and difficulties of using drones in different types of disasters (Velev et al., 2019). This study aims to help people make better strategy decisions by showing the pros and cons of adding drones to current disaster response systems. This will allow for the creation of more effective and resilient disaster response plans.

A very important part of this study is also looking at the legal and moral issues that come up when using drones. The study's goal is to give useful advice for creating responsible drone rules and laws by looking into these complicated problems. Using drones in emergency and disaster management must follow set ethical standards and legal frameworks (Wankmüller et al., 2021). This study aims to make drone deployment safer and more accountable by checking that these standards are followed. In the end, this study hopes to help improve overall response effectiveness and resilience in the face of disasters by deepening knowledge and making it easier for people to make smart decisions. This will ultimately benefit communities and individuals who are affected by disasters. The knowledge gained can also be of value to the current and future generations.

Through literature review and case study Analysis, the study discovered the following.

The application of drones for disaster and emergency missions is growing due to their capabilities to help emergency teams achieve their search and rescue agendas. These case studies explore different cases where drones were/are currently used in disaster management and emergency missions.

In 2015, Nepal suffered a significant earthquake that killed more than 9,000 people. As a result, all the means of transport were interfered with, leaving most areas inaccessible. The only way to access these areas was to use helicopters and other means to get the necessary remedy for people trapped in the disaster (McFarland, 2017). In 2015, drones were not as developed and evolved as they are today; hence their roles were limited. Various humanitarian agencies deployed drones for surveillance and monitoring. The drones were used to survey the area, assess the degree of damage, and assess the best action the team could take to deal with the issue.

They provided a live feed, which helped the team pinpoint the exact victims’ location for the rescue team to help. The drones also helped in setting the strategy for the rescue mission. Due to the earthquake's impact, the mission helicopters could not land anywhere; hence, they needed a guide to the perfect landing place. The team used the drone to identify the landing sites and dispatched rescue teams to reach all the victims. The drones in this mission were smaller and fitted with cameras to fly around and get all the needed data in images and videos.

This application in Nepal paved the way for the future use of drones in disaster missions. Though they could not access all the places, they provided real-time feeds and coverage to help the team assess the earthquake's damage levels (McFarland, 2017). After days of deployment, drones set the pace for further application for disaster and emergency uses. Besides providing real support strategy benefits, the drones enabled the team to see through debris and people trapped, including those who had succumbed due to the disaster.

In 2020, the TDOT conducted a study examining the potential application of drones in various disasters and emergencies. The findings showed drones' promising potential and benefits in various rescue and emergencies. The team monitored the use of Unmanned Aerial Systems (UAS) to monitor drone use in four major areas (TDOT, 2020). These areas include traffic incident management, hazardous materials incident response, and search and rescue missions.

The project's primary focus was determining how to deploy the drones, the resources needed, and other aspects like the deployment time when the teams were using drones. The main mission of this project is to help determine the harder and softer needs and configurations that would make drones an effective part of disaster and rescue missions (TDOT, 2020). From the findings, the team could streamline various strategies like workflows, best practices, and use cases for drone industry management programs.

Texas, mainly the Houston areas, are known to experience severe floods. This leaves residents stranded for days due to limited accessibility. Over the years, Texas disaster and rescue teams have relied on drones to perfect their use of drones to respond to such emergencies. One of the most memorable applications of drones was for the 2015 floods, when drones were used as safety and infrastructural restoration resources (Patterson, 2017). The 2015 floods, dubbed the Millennia floods, led to major damage to the local infrastructure, leading to power outages. While other teams focused on rescue missions, others used drones to restore power connectivity to major areas.

In inaccessible areas, the emergency team used drones to move and carry transmission lines over inaccessible areas. Drones enabled the team to run new power by restoring the power to the needed areas (Patterson, 2017). Besides that, the teams also used drones to reconnect communication services and restore cell tower connectivity affected by the floods. The greatest role of drones during the mission was surveillance and search and rescue. Drones were deployed over large areas to search for the stranded victims and send rescue teams (Patterson, 2017). These drones were able to fly near houses to asses if someone was trapped in the houses and then dispatch a rescue team.

The 2017 floods presented a significant challenge to the team due to the fear of chemical poisoning. The team feared the presence of hazardous materials in the flood waters, making it challenging to do various rescue ventures (Rizk et al., 2021). The teams deployed drones with hazard-detection features to boost safety during the mission. The team attached various devices on the drones to credit liquid samples to test for any hazardous materials. The drone collected all the samples and flew them to the various labs for tests to keep the rescue team safe while they underwent various missions.

During this mission, the teams also tested drones' capabilities to carry certain payloads. In 2015, the team delivered body bags, an AED, and other equipment the team could put on the drones. The team discovered these drones could carry up to 20 pounds of load to various areas.

Various groups are experimenting with drones to deal with different violent disasters, including tornadoes. One of the most common applications is flying drones into tornadoes to understand tornado formation. The teams rely on tornado chasers to communicate tornado routes and impact; however, this can be dangerous since the tornado routes and directions are unpredictable (Zeitchik, 2021). As a result, the tor anodes can be a major danger to the storm-chasing crew, leading to accidents.

Tornado communication can sometimes be too late, with only a 12 to 13-minute response time. This is because it can be too late for the team to notice a formation that occurs quickly and grows into a large disaster within the shortest duration (Zeitchik, 2021). Rather than waiting for the disasters to occur, the team are currently planning how to use drones to measure tornadoes, causing conditions like pressure, humidity, wind speed and direction to predict tornado occurrence and route (Zeitchik, 2021). The team can send drones to these areas to accurately communicate a tornado path, speeding emergency response and communication.

One of the projects currently committed to that is pioneered by the Southern Polytechnic State University in Georgia. The project dubbed Tactical Weather-Instrumented Sampling in/near Tornadoes Experiment, or TWISTEX, is an ideal application for drones for future duster planning. Another project is the Project TORUS – or Targeted Observation by Radars and UAS of Supercells, which aims to study tornados and their impact (University of Colorado Boulder, 2019). The project already has strategic partners like Texas Tech University, the University of Oklahoma, the National Severe Storms Laboratory and National Science Foundation and the National Oceanic and Atmospheric Administration.

Besides the prediction, teams like NOAA research crows have used drones as the ultimate data collection tool. These drones have been used for data collection in inaccessible areas ravaged by the tornados. The team uses drones to collect the footage in areas inaccessible after the tornado. One of the most common applications was the use in 2021 to study automobile areas in Oklahoma, Nebraska, to get a full glimpse of the tornado damages (NOAA, 2021). From the responses, the team can plan rescue and search missions for missing persons caught in the storm or untreatable. The footage has helped restore major infrastructure, such as cell phone services damaged by the storm and other conditions. Using drones, the team can collect data quickly and plan for a response within the shortest duration (NOAA, 2021). This is ideal for saving lives, especially in vehicle accidents when people are caught off-roading or in remote areas.

The current and future application of drones in tornado cases is possible due to the ongoing experience that indicates it can survive despite the conditions. However, there are still concerns about the impact of such storms on the drones. Luckily, the drones can get away fast before the tornadoes cause havoc and significant damage.

One of the capabilities of drones is mapping and surveillance. The disaster teams already use drones as the ultimate tracker to plan the next action. Two cases stand out: the California and Australian applications of drones as fire trackers. The teams have used drones to track the movement of fires. As such, they can precisely communicate the next hit areas, impact, and the time it may take to get there (Tabor, 2021). These drones fly at lower altitudes and close to the fires, tracing the movement and direction. Using the data, the teams can be engaged in various activities like communication and evacuation.

In California, the team used the drone's data to create a fire buffer to stop fires from progressing. The team would get ahead of the fires based on the wind direction and speed, then spray and wet the ground, stopping the fires from spreading to other locations (Helvarg, 2020). The drones would also be flown to the affected areas to assess the safety in such areas, thereby planning and helping people strategize for the best time to renter the location and resume life. The drone flew ahead and behind the fires, doing reconnaissance and data collection roles critical for these two emergency departments to plan for post-disaster effects (Tabor, 2021). The post-fire tracking capabilities make the drones an important part of post-disaster preparation in the event of other dusters like hurricanes and typhoons.

When the typhoon hit Japan in 2021, the authorities were concerned about losing people due to the high flood levels. According to the authorities, about 800 to 1000 houses were submerged. To help plan the rescue missions, the authorities relied on images to plan the rescue strategies. However, ground-based cameras could not capture the best vision due to limitations. One of the proven applications of drones was during such a mission. The drones were used to survey the area to assess the degree of damage (Kutty, 2022). The drones detected the houses and captured images like the roof and the height above the water. This enables the team to formulate the best response depending on the heights of the flooding and water levels.

This year, Japan Airlines began using drones for emergency response and disaster needs, mainly as part of the delivery crew. The airline uses drones for medical and food support missions in disaster-stricken areas. The partnership with Setouchi uses a FAZER R G2 operated by the Amami Island Drone services to facilitate the delivery of products in the event of disasters (Singh, 2024). The reason for such a mission is to help the over 8000 residents get all the necessary aid in future in the event of a disaster. The island depends on ships to deliver all the needed resources and for human interventions in the event of emergency and disaster. The ongoing tests and experiments are to figure out how to use drones in other areas in the event of weather catastrophes that would render some places inaccessible due to storms and disrupted access.

The mission is to plan future interventions, especially for this island that may suffer a major hit in the event of typhoons that would affect shipping lines and access. As a result of this ongoing test, countries like Singapore and Malaysia are also experimenting with the same drone to deliver critical resources in the event of sea and weather-related distress (Singh, 2024). These trials in Japan began in 2020 and gained attention. They were scaled in 2023 and 2024. As a result of the tests, cities, mainly island countries or cities, see this drone's potential in disaster and emergency planning.

Besides normal disaster responses, drones are currently used for daily tests to deliver different items to people. This is to ensure that drones are capable of responding to major disasters. This drone was chosen for the delivery mission due to its size and load capacity. The drone has limited camera space but is optimized with tracking and mapping software to fly to and from the destination. The rest of the space and features are optimized for cargo transportation to the needed areas.

The police have had a significant interest in drones and their capabilities in boosting national safety. One ongoing experiment is using drones for 911 emergencies in Mexico. In Ensenada, drones have been integrated into 911 centers (Kreisel, 2018). This is to help police respond to emergencies. The drones would reach the scenes quickly before the police. This way, the police can survey the incidents to help the arriving troops plan for the best action upon arrival. In the case of home robberies, drones were used to track the criminals, helping the police cut the criminal's path and arrest them. This helped increase arrests by 500 people per single drone.

In 2018, the city of Illinois used drones to create 3-D accident scenes to map potential responses and the best course of action. The technology was used to determine who was responsible for the collision and traffic violation leading to the accident (Kreisel, 2018). Due to its success, the same technology is currently used for outdoor crime trials and experiments.

In Boston, Lincolnshire, the police used drones to rescue a rape victim and catch the offender. The drones fitted with thermal sensors were used to track the criminal and the victim's location, then enable the police to locate the exact location of the two. With such information, the police could instigate a response plan to trap the criminals.

Drones have often proven critical resources for disaster planning and emergency responses. In many cases, drones have been an active part of emergency response and rescue missions. So, countries and emergency services are shifting focus to integrate drones into emergency planning operations. Countries are now using drones to help prepare for natural disasters.

Japan uses these drones as a natural disaster planning and preparation tool. Japan uses drones to map its mountainous areas and simulate potential disasters. Based on the aerial footage, the team can plan for missions like earthquake response, which damage major infrastructures and affect the movement of people and access to such locations (Otake, 2023). Paired with other drones like the 300 RTK, these drones have helped the team map the Japanese land areas, enabling the teams to prepare for different disasters and respond to all the worst scenarios. Drones are still part of the search and rescue process as they are used for surveillance and monitoring.

In Toyashi City, the emergency and response teams have deployed the DJI drones and used them as part of the Red Goblin drones’ squad. This is the application of drones to help the city plan for disaster and accomplish various roles during the disaster and emergency processes (Otake, 2023). The city uses these data as the main data collection tools for emergency response and preparedness. One of the first applications for this squad was after the three weeks of 2017 tropical cyclones that devastated the region, leading to two deaths.

Over time, the city improved the drones in their multiple disinters simulation. One of the changes is to input a new camera to increase the image acuity and a new mapping software, making the drones perfect for mapping and ideal for multiple disaster uses. These drones have undergone constant improvement to help respond to the worst disaster cases, such as volcanic explosions. So far, the teams have used them in simulation and disasters like the 2022 Mt. Sakurajima explosion (Otake, 2023). This was possible because Japan integrated these drones into the environmental assessment services as part of the disaster and emergency response goals.

Japan also included other drones, like the Matrice 300 RTK, in the emergency environmental assessment drone crew. These drones were fitted with higher thermal capabilities and mapping software to improve the environment's accuracy, enabling the team to respond accurately. The drones aimed to submit all the images used to assess potential eruption risks. Eventually, the cities classified drones as part of the volcanic investigation disaster planning resources. As of 2022, more than four Japanese cities have integrated drones into disaster preparation and plans.

NASA has invested heavily in drone technologies and capabilities for future disaster planning and services. Due to Japan's extensive use of drones for emergency planning and preparations, NASA partnered with the Japan Aerospace Exploration Agency, or JAXA, to simulate emergency response and disaster activities (Waller, 2018). The drones used in this case were unmanned aircraft systems. The team used these drones to plan how to respond to cases like space accidents and accidents, and the team lost space awareness and tracking capabilities.

NASA adopted UTM and D-NET from the simulation to support space disaster relief programs and post-disaster activities. The outcome of these simulations showed how drones can be used even in the worst scenarios. NASA discovered the use of drones to create alternative routes for events like power plant evacuation and accidents (Waller, 2018). Following the outcomes, NASA advocated using drones for various nuclear power plants and technologies to help with evacuation planning and other needs.

During the space trials, the team figured out the drones would and could be important for information exchange, helping to redirect flying space objects to avoid collision accidents and triggering other accidents. The team further discovered that UTM and D-NET could also be used for other operations that involved deploying multiple flying objects to disaster areas (Waller, 2018). As a result, the FAA currently advocates these two technologies to help in low-altitude disaster responses and evacuation needs by relying on multiple flying objects.

So far, drones have proven to be the perfect tool for emergencies and disaster uses; however, they have significant limitations regarding how teams can deploy them for such needs. Based on the findings, these limitations affect the extent and degree to which drones can be used for the desired needs and goals.

Drones depend on batteries to supply the main power needed to cover certain distances and transport loads. Battery capabilities decline when carrying the load and performing other duties such as surveillance. All systems depend on the battery; hence, increasing roles in times of emergency, like searches, carrying items, and faster speed, can significantly affect the degree to which the rescue teams depend on the drivers for various uses (Otake, 2023). This means that a drone on a battery that lasts six hours cannot last that long when deployed in emergencies and works.

Secondly, since the drones have to cover wide areas, especially in search and rescue, the constant flying and data remission also affect the battery life. Therefore, a drone cannot last the entire mission, and the team must have multiple drones to use simultaneously or in the vent when one runs out of battery (Otake, 2023). This limits the distance the rescue team can cover during the rescue operations. Therefore, for drones to help in various disaster missions, the controller must be closed to safely navigate the drone back to safe sight when the battery declines. Due to their battery capacity, drones cannot travel longer distances on rescue missions. This limits the nature of their mission to those concentrated in certain areas, mainly on land, where recovery is easier, and the drone can get to the desired site and perform all the roles before returning for a battery exchange or recharge.

Using drones for major rescue missions requires significant technology upgrades and improvement. For example, using drones for search and rescue missions requires that the drone be fitted with the best cameras, like UHD cameras, to have the perfect coverage and images and videos remitted to the mission offices and station (Rizk et al., 2021). Not all drones come with all these modifications; instead, one has to make certain changes like camera, software, battery upgrades, and installation of other special features to transform the drone into the ultimate disaster and emergency tool.

Secondly, technology limitations also affect how the drones can be operated. In the event of any danger or search and rescue, all the drones on the mission must be independently controlled. This is too much manpower involved remotely. Such labour could be used for other needs, such as helping in the fields. However, that is impossible because most drones cannot fly autonomously (Rizk et al., 2021). Someone must control them and monitor the live feeds. This enables them to slow down focus their search and capture all the images. Eventually, the team will have a challenge controlling all the drones, especially if they must operate multiple drones to increase the chances of rescuing the victims.

Operating drones in rescue and disaster missions could also lead to other complications. First, you must limit the number of drones flying within the area. Too many drones within a disaster area could lead to accidents and other issues. Secondly, to avoid collision with other objects, you need to fly the drones a little higher. This can hinder the ability to collect accurate images, hindering the drone application for needs like search and rescue.

Due to the need to recharge and have a team monitoring and flying the drones, the cost of emergency and rescue missions could rise significantly. Drones save time and labor, further saving lives and increasing the impact of disaster recovery missions (University of Colorado Boulder, 2019). However, drone operations can be expensive, especially if you have to cover vast spaces. You must plan for charging and other accessories to operate the drone safely. Also, the control center should be moved closer to the disaster area to boost its impact. This will allow for a faster transmission of feeds. Such changes can be expensive for the rescue missions.

Another disadvantage is the specific areas where you can use drones. It is challenging to use drones in disaster areas with many people, including a high number of search and rescue teams or civilians. The drones will have limited impacts due to the obstacles, which can affect the ability to safely navigate certain areas to improve the team's impact (University of Colorado Boulder, 2019). Secondly, you cannot operate them in open areas with many drones or objects like suspended debris. The possibility of crashing into other flying objects is easy since the team can also deploy other machinery, like helicopters, to help with other rescue mission goals.

Drones are only perfect for certain or limited rescue missions. Drones can be perfect for earthquakes, floods, mudslides, and other disinters. However, it cannot be used in disasters where visibility is compromised. One of the main roles of drones for disasters and rescue missions is to collect data, enabling rescue teams to act with precision. Therefore, they can only be used in areas where visibility is guaranteed (Hugenholtz & Kucharczyk, 2021). This means you cannot use them in areas of storms, tornadoes, intense rainfall, volcano eruptions, or any other mission where visibility is compromised. Secondly, drones cannot withstand severe conditions like storms, winds, and other violent acts of nature. Eventually, the drone may cease functioning, or the communication signals and stagger will be lost much more easily, leading to additional accidents. Due to weight, the wind and storm can easily carry it away alongside other debris.

Secondly, drones have limitations regarding their role in the rescue missions. Most emergency teams use drones for surveillance to guide rescue teams. Drones can fly into tiny spaces and collect all the needed videos and images, making them perfect for such missions. This means rescue teams can use them for all disasters, including accidents at sea, to locate and rescue the victims. However, teams cannot use them to move the cargo to the distressed location area. Though the bigger commercial and cargo drones can carry cargo, they have limited load capacity and amount of load to carry (Hugenholtz & Kucharczyk, 2021). This limits what you can send to the designated area to help the team on the ground. It can help the medical team by delivering all the necessary supplies for first aid and treatment. You can also use it to move essentials like food and other lightweight items needed at the accident zones.

Finally, drones have limitations regarding the time of use. Most drones are not fitted with thermal or infrared cameras. Flying them at night can also be challenging, especially in crowded places. Therefore, their use is limited during the day, leaving fast responders without a vision of what is happening at night. This could lead to worse outcomes since the team could suffer injuries due to limited information about the area.

Not everyone in the emergency department has the skills to fly drones and operate them in different conditions. Drones require certain skills and experience, so they are not ideal for everyone. Therefore, if a department is to operate drones, it must train the staff to fly the drones and have a dedicated team to analyze the data to ensure the bots on the ground have clear and precise roles they should be doing.

This is not the case in most emergency rescue departments and teams. Most of these teams will likely assign a team member drone flying jobs. As a result, the hands-on labour is short, leading to delays and slow rescue missions. Therefore, teams would rather go blind and depend on third parties to fly and operate the drones instead of having crew members. Secondly, a non-emergency response team member flying a drone and relaying communication could lead to certain issues. Such people do not have experience in disaster response; hence, they may not rely on perfect communication with the responders. In such an event, any wrong communication could lead to consequences like accidents. This is why someone with emergency and disaster management skills should operate the drones.

Insurance is a critical part of disasters since people need cover to help recover and deal with the aftermath. Insurance companies always struggle to figure out the extent of damage and the most appropriate compensation for the damages done. As a result, insurance companies increasingly rely on drones for disaster insurance coverage and communication handling (Deloitte, 2018). Most insurance companies are currently relying on consumer-provided data and the assessment of an assessor to determine the best repayment plan. This has led to significant issues because the information provided by consumers is bound to have issues, such as exaggeration to increase the payout. Assessors and claimants can also collude to have the insurance company pay more for the limited damages to benefit both parties. Therefore, insurance companies can use drones to avoid such outcomes.

One of the current applications is imaging and data collection. After a disaster, insurance companies are likely to fly drones in the disaster areas to collect footage of damages. Sometimes, companies fly drones over the homes they cover to obtain first-hand information and then assess the degree of damage and the best compensation (Deloitte, 2018). The method is faster than the traditional inspection processes, which may also be bound to more delays. Instead of relying on third parties to determine the impact asses and nature of damages, instance companies have more control over the disaster and recovery processes.

The companies are currently using insurance inspection drones for reconnaissance and compensation planning. These drones have higher image resolution capabilities to collect all the data in disaster zones. With drones, insurance companies can resolve challenges of accurate assessment, delayed reports and assessment and missed assessment and compensation deadlines (Deloitte, 2018). With the data collected, insurance companies can also begin compensation planning to determine how much the damage costs they should pay. This helps to set the claims and compensation negotiation using strategies like standard rates per square footage.

The greatest benefit is to avoid more costs in communication and disaster management. Insurance companies are vulnerable to different types of fraud. The moment of disaster can create perfect opportunities for people to commit fraud, including lies. The only way insurance companies can avoid such issues is to have all the data and a team on the ground to assess the situation. Besides fraud elimination, drones can also help to reduce assessment costs and boost response time, thereby avoiding deadline and delay costs. During the assessment mission, the assessors are also limited in the places they can assess. They cannot reach risky areas like damaged roofs and are likely to be in accidents if they choose to access such risky areas. The goal of the inspection drones is to access areas that are inaccessible to the assessors, thereby ensuring safety assessments.

Another sector currently adopting air cargo drones is the medical sector. Due to delays when moving organs and other medical equipment, drones are becoming among the best means to fly various medical equipment to different areas. They are an integral part of the transplant and blood donation programs, ensuring the organs reach their destination in time (Johnson et al., 2021). The need for drones is to boost patient care delivery and emergency services. The drones can speed up delivery, ensuring drones are delivered on time and other needs. The medical industry also considers drones one of the perfect tools for problem-solving to various needs and the desire to boost goals and performance.

The global disaster shows how many drones are suitable for various applications. The pandemic showed how much drones can be used to fulfil various goals. During the pandemic, drones delivered medication, goods, and other needs (Johnson et al., 2021). Today, as global disasters take various forms, drones can be essential to medical crises and disaster missions. As technology improves, medical drones will be more capable of delivering different medical equipment, even in disaster areas. It can support medical teams deployed in different locations, speeding up first aid delivery and patient care. By delivering all the needed medical equipment, drones can reduce deaths due to disasters.

Drones have been used for disaster surveillance to determine how they can be used. The drones can also deliver critical resources in areas that cannot be accessed in the needed area. In a disaster, the goal is to ensure resources reach the desired locations. For medical rescue, drones can be used for search and precision missions to identify the victims and send rescue missions (Roberts et al., 2023). The drones can also be used in medical search missions, especially in seas where human labor can be limited. The mapping technology can improve the ability to search and rescue. This has led to the increased adoption of drones amongst various emergency teams like police, firefighters, and medical teams. This has led to the rise of drone adoption in public safety ventures.

Based on the findings and discussion, this study recommends the following to boost drone uptake for emergencies and disasters.

Drones have proved to be an effective response in all forms of disaster responses and emergencies. This research predicts the following about drones and their capabilities to be used in disasters and emergencies. The disaster and emergency teams have used various drones to explore their capabilities. Based on different case studies, it is notable that different types of drones are best suited for specific disaster and emergency planning. Therefore, it is difficult to have one performing multiple roles. The drones can be used for these roles: delivery, surveillance, planning, and data collection. The choice of the drones for the specific roles depends on the drone's capabilities.

Therefore, a delivery or cargo drone cannot be used for data collection since the space is optimized to serve specific purposes. The drones are large in size and have a higher cargo capacity, leaving limited room for cameras and other needs. Surveillance drones have higher camera capabilities, tend to be fast and smaller for maneuverability, and fit in smaller spaces, especially when used for goals like search and rescue. Using single drones for a single purpose can be problematic. This leads to worries about overcrowding around the disaster area, making it challenging to fly and operate all the drones in one place. Therefore, there should be more improvement to make the drone capable of fulfilling multiple roles. One of the upgrades is to fit the drones with cargo and HD camera capabilities within the space. This is possible since drones are becoming larger to accommodate more objects and improve their capabilities. Therefore, emergency teams and researchers should aim to work on more drone improvements to have multipurpose drones that can deliver goods, collect data, and perform other roles.

Drones have proven to be versatile and applicable for multiple disaster recovery needs. The need to speed up adoption requires certain legal guidelines, paving more money for the adoption of drugs in emergency services. This can only be achieved through regulations and legal bills requiring more emergency organizations to adopt drones. The government should schedule funds and guidelines requiring all emergency players like hospitals, police, fire departments and other NGO-backed groups to have drones as part of their resources.

The government can also offer subsidies, training resources, and scholarships to ensure the department trains its teams in drone usage. Drones have proven to be useful in various emergency needs. All that remains is to train these teams on how to use the drones, the type of drone, and their purpose based on different situations. This will speed up deployment and be more effective since the departments have the skills and experience to operate drones during disasters. Further, the government can pass budget laws, dedicating a certain amount of funds to technology trials and tests for all emergency departments. These extra funds can be added to the designated emergency funding to improve strategies, planning, and emergency response. Through its resources, the government should lead in drone adoption for emergency goals. For example, the military can share its advanced technology to help the disaster teams plan their missions and activities.

Drones still have various limitations when used for emergency ventures and missions. Drones have shown capabilities for use in multiple areas, including in hazard rescue, space missions, and other threatening rescue missions. However, there are limitations related to visibility, flying hours and operations, or the type of disasters that require the deployment of drones. More research is needed to push drones beyond their current limits. The research can begin by expanding the technological capabilities. First, the drones must have day and night imaging capabilities to make them suitable for day and night rescue missions and data collection. Second, more battery research and improvement are needed to make the batteries suitable for long hours of operation before recharging. This ensures the team responds quickly to emergencies and is up to the task.

Besides all these improvements, the teams need to test the drones for various needs and goals. The drones should be tested for missions like testing environmental conditions like chemical levels to help the rescue team approach safely and have the best safety gear. Disasters continue to vary, and the only way to ensure that drones keep up with the disasters is to test them and exploit them beyond their capabilities. The testing and simulation should also aim to add more resources to the drones to make them multipurpose. For example, drones should have measuring capabilities, data collection, and the ability to test the area for chemicals and other needs. Through these tests, the team should focus mainly on pushing the drones beyond the limit to have the most powerful and multiple tools.

From major case studies, the application of drones for disaster and emergency response proves that companies and emergency teams should be open to more strategic partnerships. These partnerships could be in the form of public bodies, private schools, and research institutes. This will improve the application of drones for emergency needs. The partnership is ideal for supporting more research through knowledge sharing, funding, and joint testing and trials. Rather than leaving the emergency response to the governments, various bodies could help in different ways. The partnership with major banks has led to the rise of new drone usage technologies and improvements, further boosting their capabilities in disaster response and recovery. More is still needed to fill the existing gaps. The drones are still not perfect for various response needs, hence the need for more research and simulations.

This is only achievable when the disaster response team partners with strategic stakeholders to exploit drone capabilities. Such capabilities enable the teams to simulate different scenarios, improving drone capabilities for various emergency needs. The partnership should focus on safety and responsiveness, uptake, and provision to make drones the best emergency tools. Therefore, emergency groups like firefighters can partner with schools to get the expertise and relevant knowledge to use drones in an emergency. It is also high time for various governmental bodies to be part of the drone-driven emergency goals. The federal and state governments can support this through funding and laws that require all these departments to draw for rescue strategies and plans. Government support boosts the uptake, reliance and adoption of drones in every emergency response department, thereby driving their usage for public needs.

Through such partnerships, the emergency department can get all the needed resources. First, a team needs to handle the drones and fly them to the disaster zones. This leaves the main response team with trivial tasks, including rescue. The government can also provide funding for special equipment and the skills needed for the team to use the drones for emergency goals. Besides government and state partnerships, emergency departments need more partnerships with research, engineering, and scientific studies institutes. They are crucial to ensure the team has the skills to operate the drones and fix major problems. They can also use the disaster history and team experience to make drones more customized for certain response roles. The team can learn drone flying skills, data analysis and other activities that make the impacts of drones measurable and achievable for emergency teams. Further, the partnership can lead to long-term and strategic collaboration. When such bodies are part of the emergency response teams, they can help with the expert skills while the rescuers focus on their main role.

Another strategic partnership should be between the emergency team to improve collaboration and coordination when working on emergency ventures. For example, the police, fire, and medical teams can work together to organize responses based on the data provided. Instead of every organization having its own independent drone program, it can streamline data sharing. For example, rescue and surveillance drones should share feeds with medical, police, and firefighting teams. This is necessary for the teams to plan their missions and coordinate with each other in an emergency.

Drones are essential resources for dusters and emergency needs. This is due to the versatility and the ability to perform multiple duties, thereby reducing the reliance on human effort for some risky and assessment emergency activities. Based on these case studies, drones can be suitable for responding to nearly all emergencies. They are also ideal for pre-and post-disaster roles. For the pre roles; they can help with disaster planning based on surveillance and data collection capabilities. This information can be used for communication to warn everyone, thereby reducing the number of casualties or helping with evacuation after the disaster strikes. During disasters, they can be used for search and rescue missions and to deliver critical resources to the needed areas. Other emergency teams have also used drones for infrastructure restoration, ensuring things are back to normal and people can resume life after the disasters. After the disasters, drones can coordinate the medical response, insurance data collection, search and rescue, and provide data to allow people to reenter disaster zones.

These capabilities can improve as long as the drones undergo upgrades and modifications to make them multipurpose and suited to different roles. To improve drone versatility and application for future emergency needs, there should be more financing to support drone usage, training, and upgrades and enforce the need for all emergency departments to have drones. Secondly, there should be strategic and critical partnerships between various institutions collaborating to make drones a more effective emergency and disaster response tool.

The project proposed herein is about the use of drones in disaster and emergency management. The study aims to enhance disaster management mechanisms by equipping researchers with information on the different methods through which drones can be used to respond to emergencies and disasters. By using a qualitative approach, the main application methods of drones in disaster management include transportation of supplies, conducting searches, rescuing of victims, disaster mapping, conducting training and shaping post-disaster intervention mechanisms. The merits of using drones have been summarized as the generation of clear images, swift response, and increased situational awareness. Some of the shortcomings of using drones are technical failures, high costs of drones and their accessories, and reliance on technology and skilled labor. To optimize the capability of drones, it is essential to adhere to safety requirements such as safeguarding data privacy, avoiding technological misuse, ensuring that equipment meets the required standards and drones are flown in authorized areas and or with authorization. The insights from this study will be used by researchers who are seeking to understand how drones improve disaster management policies.