There were a total of 1,033 fatalities reported due to heat waves, wildfires, and drought in the United States in 2024. In total, there were about 1,576 fatalities due to severe natural disasters in the United States that year.

Tornadoes in North America

Magnitude, Fatalities, Injuries, and Crop Loss Data

By Homeland Infrastructure Foundation [source]

About this dataset

This dataset compiles historical data on tornadoes in the United States, Puerto Rico, and the U.S. Virgin Islands – providing a critical resource to researchers and policy-makers alike. Obtained from the National Weather Service's Storm Prediction Center (SPC), it contains an intricate wealth of information that sheds light onto patterns of tornado outbreaks across time & geographical space yielding insights into factors like magnitude, fatalities/injuries caused and losses incurred by these devastating weather disasters. With attributes such as Start Longitude/Latitude, End Longitude/Latitude, Day of Origin & Time Zone – this dataset will enable a comprehensive analysis of changes over time in regards to both intensity & frequency for those interested in studying climate change and its impact on extreme weather events such as tornadoes. For disaster management personnel dealing with natural hazards like floods or hurricanes - a familiarity with this dataset can help identify areas prone to frequent storms - thereby empowering proactive measures towards their mitigation.*

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How to use the dataset

This dataset contains historical tornado tracks in the United States, Puerto Rico, and the U.S. Virgin Islands. The data was obtained from the National Weather Service's Storm Prediction Center (SPC). It includes thirty-seven columns of statistics which you can use to analyze when, where, and how frequently tornadoes occur in North America over time.

Research Ideas

• Creating a tornado watch and warning system using Geographic Information Systems (GIS) technology to track and predict the path of dangerous storms.
• Developing an insurance system that gives detailed information on historical data related to natural disasters including tornadoes, hurricanes, floods, etc., in order to better assess risk levels for insuring homes and businesses in vulnerable areas.
• Developing an app that provides real-time notifications for potential tornadoes by utilizing the dataset's coordinates and forecasting data from the National Weather Service (NWS). The app could even provide shelter locations near users based on their current location ensuring that people are aware of potential active threats nearby them quickly increasing safety levels as much as possible when these hazardous events occur

Acknowledgements

If you use this dataset in your research, please credit the original authors. Data Source

License

License: Dataset copyright by authors - You are free to: - Share - copy and redistribute the material in any medium or format for any purpose, even commercially. - Adapt - remix, transform, and build upon the material for any purpose, even commercially. - You must: - Give appropriate credit - Provide a link to the license, and indicate if changes were made. - ShareAlike - You must distribute your contributions under the same license as the original. - Keep intact - all notices that refer to this license, including copyright notices.

Columns

File: Historical_Tornado_Tracks.csv | Column name | Description | |:--------------|:-------------------------------------| | OM | Origin Mode (Point or Line) (String) | | YR | Year (Integer) | | MO | Month (Integer) | | DY | Day (Integer) | | DATE | Date (String) | | TIME | Time (String) | | TZ | Time Zone (String) | | ST | State (String) | | STF | FIPS State Code (String) | | STN | State Name (String) | | MAG | Magnitude (Integer) | | INJ | Injuries (Integer) | | FAT | Fatalities (Integer) | | LOSS | Loss (Integer) | | CLOSS | Crop Loss (Integer) | | SLAT | Starting Latitude (Float) | | SLON | Starting Longitude (Float) | | ELAT | Ending Latitude (Float) | | ELON | Ending Longitude (Float) | | LEN | Length of Track (Float) ...

The earthquake and subsequent tsunami in Japan in 2011 was the costliest natural disaster since 1900, with losses reaching 235 billion U.S. dollars. The tsunami hit the nuclear plant at Fukushima, causing a nuclear disaster in the area. Hurricane Katrina, which hit the Gulf Coast of the United States in 2005, and Hurricane Harvey, which hit the North American country in 2017, tied with the second-largest economic losses in the period, each with 125 billion U.S. dollars.

In 2024, floods and flash floods caused around 3.9 billion U.S. dollars worth of property and crop damage across the United States, up from roughly 2.1 billion U.S. dollars worth of damage in the previous year. The economic damage due to floods and flash floods in the North American country was the highest in 2017, at around 60.7 billion U.S. dollars. That year, the U.S. was hit by two of the costliest flood disasters in its history, in the aftermath of hurricanes Harvey, and Irma.

North American Tree-Rings and Fire History Sites

A Treasure Trove of Data for Researchers

By [source]

About this dataset

This dataset contains site-level metadata for North American tree-ring fire history sites. The data includes information on location, site characteristics, and tree species. This dataset can be used to study the relationships between fires and vegetation changes in North America over time

How to use the dataset

deerfoot_firehistorydataprep.csv: This dataset is a summary of the North American tree-ring and fire history datasets.

The dataset includes site-level metadata for North American tree-ring fire history sites. The data were compiled from published literature and local site records. The dataset includes the following information for each site:

• Site name
• Latitude and longitude
• State or province
• Country
• Elevation
• Standard deviation of ring widths
• Minimum, mean, and maximum fire return intervals

Research Ideas

• finding where future fire risks might occur
• providing historical context for current fire risk areas
• understanding how human activity has affected fire risk over time

Acknowledgements

We would like to thank the North American Forest History Association and the National Science Foundation for their support of this project

Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: impd_meta.csv

Acknowledgements

If you use this dataset in your research, please credit .

The global Natural Disaster Detection IoT System market is experiencing rapid growth, projected to reach $408 million in 2025 and exhibiting a robust Compound Annual Growth Rate (CAGR) of 36% from 2025 to 2033. This expansion is fueled by several key drivers. Increasing frequency and intensity of natural disasters globally necessitate advanced early warning systems. IoT technology, with its ability to collect and analyze real-time data from diverse sources, offers a highly effective solution for timely and accurate disaster detection. Government initiatives promoting disaster preparedness and resilience, coupled with rising investments in smart city infrastructure, are further propelling market growth. Furthermore, the market is segmented by application (flood, drought, wildfire, landslide detection, and others) and type (solution, software, and others). The solution segment, encompassing hardware and integrated systems, currently holds a significant market share due to its comprehensive nature. However, the software segment is anticipated to experience faster growth due to increasing adoption of advanced analytics and predictive modeling capabilities. Geographically, North America and Europe are leading the market currently due to established infrastructure and higher technological adoption rates. However, Asia-Pacific, particularly countries like China and India, are poised for significant growth driven by rising urbanization and increasing susceptibility to natural disasters. The competitive landscape is characterized by a mix of established technology giants like NEC Corporation, Blackberry, Semtech, Sony, Nokia, SAP, and Intel, alongside specialized providers like Green Stream Technologies, Earth Networks, and Responscity Systems. These companies are engaged in continuous innovation, focusing on enhancing the accuracy, speed, and scalability of their solutions. The development of advanced sensor technologies, improved data analytics algorithms, and the integration of AI and machine learning capabilities are key areas of focus. Despite the considerable growth potential, the market faces certain restraints. High initial investment costs for deploying IoT infrastructure, particularly in remote or underdeveloped regions, can act as a barrier to entry. Data security and privacy concerns related to the collection and transmission of sensitive environmental data pose a challenge that requires robust cybersecurity measures. Addressing these challenges and ensuring cost-effectiveness will be crucial for sustained market growth in the long term.

Impact of natural disasters or weather related emergencies on businesses or organizations over the last 12 months, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, second quarter of 2024.

The BETA - Hazard Exposure: Select North American Rail Network Lines dataset was updated on October 16, 2025 from the Bureau of Transportation Statistics (BTS) and is part of the U.S. Department of Transportation (USDOT)/Bureau of Transportation Statistics (BTS) National Transportation Atlas Database (NTAD). The BETA - Hazard Exposure: Select North American Rail Network Lines dataset shows the exposure of North America's railway system to select natural hazards. The dataset combines hazard data from FEMA, USGS, NOAA, and USDA with information for all mainline or operational rail lines that are represented in the North American Rail Network (NARN) Rail Lines dataset from the U.S. Department of Transportation (USDOT)/Bureau of Transportation Statistics (BTS) National Transportation Atlas Database (NTAD). Hazard data include estimates of annualized frequency of Coastal Flooding, Cold Wave, Drought, Hail, Hurricane, Heat Wave, Ice Storm, Lightning, Strong Wind, Tornado, and Winter Weather from the FEMA National Risk Index. Landslide Index and Sinkhole Susceptibility derive from USGS models. USDA Burn Probability data underlie estimates of wildfire exposure. NOAA SLOSH models estimate storm surge inundation from hurricanes. Presence in the floodplain is calculated using data from the FEMA National Flood Hazard Layer. The data set covers the 50 states of the United States and the District of Columbia. A data dictionary, or other source of attribute information, is accessible at https://doi.org/10.21949/mrpb-7x82

Digital Twin for Disaster Management Market Outlook

According to our latest research, the global Digital Twin for Disaster Management market size reached USD 2.1 billion in 2024, with a robust year-on-year growth trajectory. The market is expected to expand at a CAGR of 29.7% during the forecast period, reaching a projected value of USD 16.6 billion by 2033. The surge in adoption is primarily driven by the increasing need for real-time simulation, predictive analytics, and risk mitigation in disaster-prone regions worldwide. The convergence of IoT, AI, and advanced simulation technologies is further catalyzing this growth, as organizations and governments recognize the value of digital twins in enhancing disaster preparedness and response.

The primary growth driver for the Digital Twin for Disaster Management market is the escalating frequency and intensity of natural disasters globally. As climate change accelerates, events such as floods, wildfires, hurricanes, and earthquakes are becoming more frequent and severe, placing immense pressure on governments, municipalities, and enterprises to enhance their disaster management strategies. Digital twin technology enables stakeholders to create highly accurate virtual replicas of physical assets, infrastructure, and even entire cities, allowing for advanced risk modeling, scenario planning, and real-time monitoring. This capability is crucial for proactive disaster mitigation, as it empowers decision-makers to forecast potential impacts, allocate resources efficiently, and implement contingency plans with greater precision. The integration of digital twins with geospatial data, weather models, and IoT sensors has significantly improved situational awareness, making it a cornerstone technology for resilient urban planning and emergency response initiatives.

Another significant factor fueling market expansion is the growing investment in smart city projects and critical infrastructure modernization. Urbanization trends are compelling city planners and utility providers to adopt innovative solutions for disaster resilience. Digital twins play an instrumental role in these efforts by facilitating continuous monitoring and predictive maintenance of infrastructure such as bridges, power grids, and water systems. Furthermore, the technology’s ability to simulate cascading effects of disasters—such as how a power outage might impact emergency services or water supply—enables comprehensive risk assessments and coordinated response strategies. The increasing availability of cloud-based platforms and scalable software solutions has democratized access to digital twin technology, allowing even resource-constrained municipalities and organizations to leverage its benefits for disaster management.

The regulatory landscape and international collaboration are also contributing to market growth. Governments across North America, Europe, and Asia Pacific are enacting stringent policies and investing in advanced disaster management frameworks. Public-private partnerships are fostering innovation, while international organizations are promoting the adoption of digital twins for disaster preparedness and response. For instance, initiatives led by the United Nations and the World Bank are encouraging the deployment of digital twin solutions in vulnerable regions, particularly in emerging economies. These efforts are expected to accelerate market penetration and drive further technological advancements, especially in the areas of interoperability, data security, and real-time analytics.

Regionally, North America and Asia Pacific are leading the adoption of digital twin technology for disaster management, driven by high disaster risk exposure, significant government investments, and a mature technological ecosystem. North America, with its advanced infrastructure and robust R&D capabilities, is at the forefront of integrating digital twins into emergency response frameworks. Meanwhile, Asia Pacific is witnessing rapid growth due to the increasing frequency of natural disasters, rapid urbanization, and government initiatives aimed at enhancing disaster resilience. Europe follows closely, with strong emphasis on smart city development and sustainability. Other regions, such as Latin America and the Middle East & Africa, are gradually adopting digital twin solutions, primarily through international aid and pilot projects, with significant growth potential as technology costs decline and awareness increases.

This record is for the dataset “ ABoVE: Synthesis of Post-Fire Regeneration Across Boreal North America” at https://doi.org/10.3334/ORNLDAAC/1955 . This dataset is a synthesis of species-specific pre- and post-fire tree stem density estimates, field plot characterization data, and acquired climate moisture deficit data for sites from Alaska, USA eastward to Quebec, Canada in fires that burned between 1989 and 2014. Data are from 1,538 sites across 58 fire perimeters encompassing 4.52 Mha of forest and all major boreal ecozones in North America. To be included in this synthesis, a site had to contain information on species-specific post-fire seedling densities. This included sites where seedlings had been counted 2-13 years post-fire, a timeframe over which there was little change in relative dominance of species based on densities. Plot characterization data includes stand age, site drainage, disturbance history, crown combustion severity, seedbed conditions, and stand structural attributes. Gridded values of Hargreaves Climate Moisture Deficit (CMD) were obtained for each plot where plot coordinates were available. These values included 30-year normals (1981-2010) and CMD in the two years immediately following the fire year. CMD anomalies were calculated as the difference between the 30-year normal and the single year values for each of the first two years after a fire. These synthesis data are provided in comma-separated values (CSV) format. This dataset can be downloaded at https://doi.org/10.3334/ORNLDAAC/1955 .

The global solar emergency radio market is experiencing robust growth, driven by increasing concerns about natural disasters and the need for reliable communication during power outages. The market, estimated at $500 million in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 7% from 2025 to 2033, reaching approximately $900 million by 2033. This growth is fueled by several factors. Rising awareness of preparedness for emergencies, coupled with technological advancements leading to more compact, feature-rich, and affordable solar radios, are key drivers. The increasing frequency and intensity of extreme weather events worldwide further contribute to heightened demand. Market segmentation reveals a strong preference for radios with Specific Area Message Encoding (SAME) technology, reflecting a consumer focus on receiving targeted emergency alerts. Online sales channels are experiencing faster growth compared to offline retail, aligning with broader e-commerce trends. However, the market faces certain restraints, including the availability of alternative communication technologies like smartphones and the price sensitivity of certain consumer segments. Geographic analysis indicates a significant market presence in North America and Europe, driven by high levels of disaster preparedness awareness and relatively high disposable incomes. Asia Pacific is also poised for substantial growth, fueled by rapid urbanization and increasing vulnerability to natural hazards in certain regions. The competitive landscape is fragmented, with numerous players like Haas Outdoors, Etón Corporation, and Sangean Electronics vying for market share. These companies are focusing on product differentiation through enhanced features, improved durability, and innovative designs to cater to diverse consumer needs. Future growth will be influenced by factors such as government initiatives promoting disaster preparedness, technological innovation in radio technology (including integration with weather apps and other emergency services), and the overall economic climate. The market is expected to see continuous evolution, with a focus on integrating sophisticated features alongside reliable solar power sources, making it an increasingly essential tool for emergency preparedness.

Household Risk Scorecards for Disaster Prep Market Outlook

According to our latest research, the global Household Risk Scorecards for Disaster Prep market size reached USD 1.42 billion in 2024, with a robust year-on-year growth trajectory. The market is expected to expand at a CAGR of 12.3% from 2025 to 2033, projecting a value of approximately USD 4.05 billion by 2033. This growth is driven by increasing climate-related disasters, heightened public awareness, and government initiatives to bolster household resilience and preparedness. The continued evolution of digital technologies and growing integration of data analytics into risk assessment tools are further catalyzing market expansion, positioning the Household Risk Scorecards for Disaster Prep market as a critical component in the global disaster management ecosystem.

A primary growth factor for the Household Risk Scorecards for Disaster Prep market is the escalating frequency and severity of natural disasters worldwide. Climate change has intensified the occurrence of floods, hurricanes, wildfires, and earthquakes, prompting households, communities, and governments to adopt proactive disaster preparedness strategies. Risk scorecards, which provide actionable insights and tailored recommendations, have become indispensable for assessing vulnerabilities at the household level. This trend is further amplified by the increasing adoption of smart home technologies, which enable real-time monitoring and data-driven decision-making, thus enhancing the effectiveness of disaster preparedness initiatives. As a result, demand for both digital and traditional risk scorecard solutions continues to surge, particularly in regions prone to recurring natural hazards.

Another significant driver is the growing emphasis on regulatory compliance and insurance requirements. Governments and insurance companies are increasingly mandating comprehensive risk assessments as part of disaster preparedness and recovery protocols. Household risk scorecards offer a standardized approach to evaluating risk exposure, thereby facilitating compliance with local, national, and international safety regulations. Insurance providers are leveraging these scorecards to refine underwriting processes, set premiums more accurately, and incentivize policyholders to implement recommended mitigation measures. The synergy between regulatory frameworks, insurance industry practices, and evolving consumer expectations is fostering a fertile environment for the market’s sustained growth.

Technological innovation is also reshaping the landscape of the Household Risk Scorecards for Disaster Prep market. Advanced analytics, artificial intelligence, and cloud computing are being integrated into digital scorecard solutions, enabling more precise and dynamic risk profiling. These technologies facilitate the aggregation and analysis of vast datasets, including historical disaster data, real-time weather information, and socio-economic indicators, to generate personalized risk assessments. The shift toward digital platforms is not only improving accessibility and user engagement but also enabling the continuous updating of risk profiles as new data becomes available. This technological transformation is expected to accelerate market growth, particularly as consumers and organizations seek more sophisticated and user-friendly disaster preparedness tools.

From a regional perspective, North America currently dominates the Household Risk Scorecards for Disaster Prep market, accounting for the largest share in 2024, followed closely by Europe and the Asia Pacific. The United States, in particular, has witnessed widespread adoption of both digital and paper-based scorecard solutions, driven by stringent regulatory standards and a high incidence of weather-related disasters. Meanwhile, the Asia Pacific region is projected to experience the fastest growth over the forecast period, fueled by rapid urbanization, increasing disaster risk, and government-led initiatives to enhance community resilience. Latin America and the Middle East & Africa, though representing smaller market shares, are also seeing rising demand as awareness and disaster preparedness infrastructure improve.

Type Analysis

The type segment of the Household Risk Scorecards for Disaster Prep market is bifurcated into Digital Scorecards and Paper-Based Scorecards. Digital scorecards hav

The disaster relief catering service market is experiencing robust growth, driven by increasing frequency and intensity of natural disasters and public health emergencies globally. The market's expansion is fueled by rising demand for efficient and reliable food provision during crises, particularly in areas with limited infrastructure or during large-scale events. While precise market sizing data is unavailable, a reasonable estimation based on industry trends and related sectors suggests a 2025 market value of approximately $500 million, with a compound annual growth rate (CAGR) of 8% projected through 2033. This growth is further amplified by the evolving nature of disaster response, which increasingly emphasizes the importance of well-nourished responders and affected populations to facilitate recovery efforts. The segment encompassing on-site catering services currently holds the larger market share, owing to its immediate response capabilities, although remote delivery services are showing significant growth potential due to advancements in logistics and supply chain management. North America and Europe are currently leading the market, reflecting their higher disaster preparedness budgets and robust infrastructure; however, the Asia-Pacific region presents a significant opportunity for expansion due to its growing population and vulnerability to natural hazards. The market faces challenges such as logistical complexities in delivering food to remote or disaster-stricken areas, stringent food safety regulations, and the need for specialized equipment and trained personnel. However, innovative solutions like utilizing drone technology for delivery and the development of ready-to-eat, shelf-stable meals are mitigating these challenges. Key players in the market are focusing on expanding their service areas, investing in advanced technology, and diversifying their service offerings to cater to the specific needs of different disaster scenarios. Strategic partnerships with NGOs and government agencies are becoming increasingly important for companies to secure contracts and ensure efficient deployment of their services. Future growth hinges on improvements in disaster preparedness strategies, ongoing technological advancements within the food logistics industry, and a greater focus on sustainable and resilient food supply chains.

Satellite CDN for Disaster Response Video Market Outlook

According to our latest research, the global Satellite CDN for Disaster Response Video market size reached USD 1.74 billion in 2024, with a robust year-on-year growth driven by the heightened demand for reliable video communication during emergencies. The market is expected to witness a remarkable compound annual growth rate (CAGR) of 16.2% from 2025 to 2033, reaching a forecasted value of USD 5.06 billion by 2033. This growth is primarily attributed to the increasing frequency and intensity of natural disasters, the critical need for real-time situational awareness, and the rapid advancement in satellite and content delivery network (CDN) technologies. As per the latest research, investments in satellite infrastructure and the integration of advanced video streaming solutions are key factors propelling this market forward.

A significant growth factor for the Satellite CDN for Disaster Response Video market is the escalating frequency and severity of natural disasters worldwide. The rise in catastrophic events, such as hurricanes, wildfires, earthquakes, and floods, underscores the urgent need for robust and resilient communication networks. Traditional terrestrial networks often become inoperable during such events due to infrastructure damage or power outages. In contrast, satellite-based CDN solutions ensure uninterrupted real-time video streaming and emergency communication, enabling first responders and decision-makers to coordinate more effectively. This reliability and resilience are driving adoption among governments, relief organizations, and emergency services, making satellite CDN an indispensable tool in disaster management strategies.

Another pivotal driver is the technological evolution in both satellite and CDN architectures. The advent of high-throughput satellites (HTS), low earth orbit (LEO) constellations, and edge computing has revolutionized the capacity, speed, and latency of satellite communications. These advancements empower satellite CDN systems to deliver high-definition video content with minimal delay, even in remote or infrastructure-compromised regions. Furthermore, the integration of artificial intelligence and data analytics into video streaming platforms allows for enhanced situational awareness, automated threat detection, and efficient resource allocation during disaster response. The synergy of these technologies is fostering a new era of intelligent, scalable, and agile disaster response video solutions.

The growing emphasis on public safety and the increasing involvement of international organizations and NGOs in disaster response efforts are also fueling market expansion. Governments and humanitarian agencies are investing heavily in robust communication infrastructures to ensure rapid and coordinated response during crises. Satellite CDN solutions facilitate seamless collaboration among multiple stakeholders by providing a unified platform for real-time video sharing, remote monitoring, and emergency communication. This capability is particularly crucial in cross-border disaster scenarios, where interoperability and information sharing are paramount. The trend towards multi-agency disaster response is expected to further accelerate the adoption of satellite CDN for video applications.

From a regional perspective, North America continues to lead the Satellite CDN for Disaster Response Video market, owing to its advanced satellite infrastructure, high incidence of natural disasters, and proactive government initiatives. However, Asia Pacific is emerging as a high-growth region, driven by increasing investments in disaster management, rapid urbanization, and the vulnerability of densely populated areas to natural calamities. Europe follows closely, with significant emphasis on cross-border disaster response and public safety modernization. Meanwhile, Latin America and the Middle East & Africa are witnessing steady growth, supported by international aid programs and the deployment of satellite networks in remote or underserved areas.

Pet Registry for Disaster Planning Market Outlook

According to our latest research, the Global Pet Registry for Disaster Planning market size was valued at $210 million in 2024 and is projected to reach $610 million by 2033, expanding at a robust CAGR of 12.5% during the forecast period of 2025–2033. The primary factor driving this remarkable growth is the increasing frequency of natural disasters and the heightened awareness among governments, emergency response agencies, and pet owners regarding the importance of pet safety and reunification during emergencies. As disasters such as hurricanes, wildfires, and floods become more frequent and severe, the need for comprehensive pet registry systems that facilitate rapid identification, tracking, and rescue of companion animals has become a critical component of modern disaster management strategies. This market’s expansion is further supported by technological advancements in digital registries, cloud-based platforms, and mobile applications, which streamline the registration process and improve accessibility for both organizations and individual pet owners.

Regional Outlook

North America currently dominates the Pet Registry for Disaster Planning market, accounting for the largest market share, estimated at 38% of global revenue in 2024. This regional leadership can be attributed to a mature disaster management infrastructure, high pet ownership rates, and proactive government policies mandating animal disaster preparedness. The United States, in particular, has implemented comprehensive pet evacuation and reunification policies following lessons learned from past disasters like Hurricane Katrina. The presence of numerous animal welfare organizations, robust funding for municipal emergency preparedness, and widespread adoption of advanced registry solutions further solidify North America’s preeminent position in the global landscape. Additionally, collaboration between government agencies, emergency response teams, and private technology providers has accelerated innovation and adoption of pet registry platforms across the region.

Asia Pacific is emerging as the fastest-growing region in the Pet Registry for Disaster Planning market, projected to expand at a CAGR of 15.2% from 2025 to 2033. The region’s rapid growth is driven by increasing urbanization, rising pet ownership, and heightened vulnerability to natural disasters such as typhoons, earthquakes, and floods. Countries like Japan, Australia, and China are investing heavily in digital infrastructure and disaster response systems, which include integrated pet registry modules. The growing involvement of local governments and non-governmental organizations in disaster preparedness, coupled with the adoption of cloud-based and mobile pet registry solutions, is further accelerating market penetration. Strategic partnerships and pilot programs in major metropolitan areas are also fostering innovation and expanding the reach of these platforms.

In contrast, emerging economies in Latin America, the Middle East, and Africa face unique challenges in adopting pet registry solutions for disaster planning. While there is a growing recognition of the need for animal-inclusive disaster management, infrastructural limitations, lower digital literacy, and budgetary constraints have slowed widespread adoption. However, localized demand is increasing, particularly in urban centers prone to flooding or earthquakes. Policy reforms and international aid initiatives are gradually improving access to technology and training, creating new opportunities for market expansion. Nevertheless, the market in these regions remains fragmented, with adoption largely driven by NGOs, animal shelters, and grassroots campaigns rather than comprehensive government mandates.

Report Scope

The global civil defense shelter market, valued at $409 million in 2025, is projected to experience robust growth, driven by increasing geopolitical instability, rising frequency and intensity of natural disasters, and growing awareness of the need for personal safety and community resilience. The market's Compound Annual Growth Rate (CAGR) of 5.8% from 2025 to 2033 indicates a significant expansion in market size over the forecast period. Key drivers include government investments in infrastructure upgrades and disaster preparedness programs, particularly in regions prone to earthquakes, hurricanes, and other extreme weather events. The rising adoption of advanced technologies in shelter design and construction, such as improved materials for enhanced durability and protection against various threats, further fuels market growth. The market is segmented by application (war, natural disasters, and other emergencies) and type (standalone shelters and integrated shelters within existing structures). Standalone shelters are expected to dominate due to their independent functionality and suitability for various scenarios. Regions such as North America and Europe are anticipated to hold significant market shares, owing to established infrastructure and heightened awareness of civil defense needs, while emerging economies in Asia-Pacific are likely to demonstrate substantial growth potential. Growth in the civil defense shelter market is also influenced by factors such as increasing urbanization and population density in vulnerable areas, leading to a greater need for robust shelter solutions. However, the market may face some restraints, such as high initial investment costs associated with constructing robust shelters and the potential for fluctuating government spending on defense and disaster preparedness based on geopolitical priorities. Competition among existing manufacturers like Artemis Protection, Verona Shelters Group, Atmas, BetonEnergo, Bünkl, Karanttia, Nordic Shelter, Rockplan, and Temet will likely intensify as the market expands, leading to innovation in shelter design, materials, and cost-effectiveness. The market’s future hinges on the continuous development of innovative and cost-effective solutions that balance security, functionality, and affordability, catering to diverse needs across various regions and applications.

Disaster Intelligence via Satellite Market Outlook

According to our latest research, the global Disaster Intelligence via Satellite market size reached USD 6.4 billion in 2024, with robust year-on-year growth driven by escalating climate-related disasters and the demand for real-time, actionable data. The market is projected to expand at a CAGR of 12.8% from 2025 to 2033, reaching an estimated USD 19.1 billion by 2033. The upward trajectory is primarily attributed to technological advancements in satellite imaging, increasing investments in disaster management infrastructure, and a growing emphasis on climate resilience across both public and private sectors.

One of the most significant growth factors for the Disaster Intelligence via Satellite market is the escalating frequency and severity of natural disasters worldwide. The past decade has witnessed a marked increase in catastrophic events such as hurricanes, wildfires, floods, and earthquakes, all of which have underscored the necessity for advanced disaster monitoring and response solutions. Satellite-based intelligence offers unparalleled advantages in terms of coverage, speed, and precision, enabling governments, humanitarian organizations, and private enterprises to make informed decisions swiftly. The integration of AI and machine learning with satellite data has further enhanced the predictive and analytical capabilities, facilitating early warning systems and post-disaster assessments that help mitigate losses and save lives.

Another critical driver propelling the market forward is the rapid evolution of satellite technologies themselves. The proliferation of low Earth orbit (LEO) satellites, coupled with advancements in imaging sensors such as radar, multispectral, and hyperspectral cameras, has dramatically improved the resolution, frequency, and reliability of disaster-related data. Meanwhile, the decreasing cost of satellite launches and operations has democratized access to satellite intelligence, making it feasible for a broader range of stakeholders—including emerging economies and smaller organizations—to leverage these tools for disaster preparedness and response. This democratization is expected to open up new avenues for market expansion in the coming years.

The increasing collaboration between public and private entities is also catalyzing the growth of the Disaster Intelligence via Satellite market. Governments are partnering with commercial satellite operators and data analytics firms to enhance their disaster response frameworks. Insurance companies, energy utilities, and agricultural firms are also investing heavily in satellite intelligence to better assess risk, manage assets, and ensure business continuity. As regulatory frameworks evolve to support data sharing and interoperability, the market is likely to witness the emergence of innovative service models and cross-sector partnerships, further boosting market growth.

From a regional perspective, North America and Europe currently dominate the market, owing to their advanced space infrastructure and proactive disaster management policies. However, the Asia Pacific region is expected to witness the fastest growth over the forecast period, driven by its vulnerability to natural disasters and increasing investments in satellite technology by both governmental and private players. The Middle East & Africa and Latin America are also emerging as important markets, as these regions seek to bolster their disaster resilience in the face of growing environmental and geopolitical risks.

Component Analysis

The Component segment of the Disaster Intelligence via Satellite market is categorized into Hardware, Software, and Services. Hardware forms the backbone of this ecosystem, encompassing satellites, ground stations, and sensor payloads. The demand for advanced satellite platforms equipped with high-resolution imaging and rapid data relay capabilities continues to surge as organizations seek more granular and timely situational awareness. The proliferation of small satellite constell

Disaster Management Market Outlook

According to our latest research, the global disaster management market size reached USD 178.4 billion in 2024, driven by escalating natural and man-made disasters worldwide. The sector is demonstrating robust momentum, with a compound annual growth rate (CAGR) of 7.2% anticipated from 2025 through 2033. By the end of this forecast period, the disaster management market is projected to achieve a value of USD 332.9 billion by 2033. The increasing frequency and severity of disasters, coupled with the growing integration of advanced technologies, are key growth catalysts shaping the global landscape of disaster management solutions and services.

The primary growth driver for the disaster management market is the rising incidence of both natural and anthropogenic disasters. Over recent years, climate change has led to more frequent and severe weather events such as hurricanes, floods, wildfires, and earthquakes, necessitating robust disaster management infrastructure. Additionally, urbanization and population growth in high-risk zones have heightened vulnerability, compelling governments and private entities to invest in comprehensive disaster preparedness and response systems. The need for timely and effective emergency response, coupled with increasing public awareness and regulatory mandates, is further propelling market demand for advanced solutions such as geospatial technologies, real-time surveillance systems, and emergency notification platforms.

Another significant factor fueling market expansion is the rapid technological advancement and digitization of disaster management processes. The integration of artificial intelligence, IoT, cloud computing, and big data analytics has revolutionized disaster risk assessment, early warning systems, and post-disaster recovery operations. These innovations enable real-time data collection, predictive analytics, and automated response mechanisms, which significantly enhance the efficiency and accuracy of disaster management efforts. Furthermore, the proliferation of mobile devices and high-speed internet connectivity has made it easier to disseminate critical information to affected populations and coordinate multi-agency responses, contributing to the overall growth of the disaster management market.

The increasing collaboration between public and private sectors has also played a pivotal role in market development. Governments are partnering with technology providers, consulting firms, and non-governmental organizations to build resilient infrastructure and streamline disaster response protocols. International aid and funding from organizations like the United Nations, World Bank, and regional development banks are supporting the deployment of sophisticated disaster management solutions in both developed and emerging economies. This collaborative ecosystem not only accelerates the adoption of cutting-edge technologies but also fosters innovation and knowledge sharing, thereby strengthening the global disaster management framework.

From a regional perspective, North America currently dominates the disaster management market due to its advanced technological infrastructure, stringent regulatory frameworks, and high disaster risk profile. However, Asia Pacific is expected to witness the fastest growth during the forecast period, driven by increasing investments in disaster preparedness, rising urbanization, and frequent natural calamities in countries such as China, India, Japan, and Indonesia. Europe, Latin America, and the Middle East & Africa are also experiencing steady market growth, supported by government initiatives, cross-border collaborations, and the growing adoption of digital disaster management solutions. The regional dynamics are shaped by unique risk profiles, economic capabilities, and policy environments, which collectively influence market opportunities and challenges across the globe.

Solution Analysis

The disaster management market is segmented by solution into su