100+ datasets found
  1. C

    Construction Risk Assessment Software Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Apr 23, 2025
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    Archive Market Research (2025). Construction Risk Assessment Software Report [Dataset]. https://www.archivemarketresearch.com/reports/construction-risk-assessment-software-565175
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    doc, ppt, pdfAvailable download formats
    Dataset updated
    Apr 23, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Construction Risk Assessment Software market is experiencing robust growth, driven by increasing demand for enhanced safety measures, stricter regulatory compliance, and the need for improved project efficiency. The market, currently estimated at $2.5 billion in 2025, is projected to witness a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This growth is fueled by several key factors. Firstly, the rising adoption of cloud-based solutions offers scalability, accessibility, and real-time data analysis, enhancing risk mitigation capabilities. Secondly, the increasing complexity of construction projects, coupled with stringent safety regulations worldwide, is pushing organizations to adopt sophisticated risk assessment software to prevent accidents and minimize financial losses. The market segmentation reveals a significant demand from both large enterprises and SMEs, with cloud-based solutions witnessing higher adoption rates due to their cost-effectiveness and flexibility. Finally, technological advancements like AI and machine learning integration are further refining risk assessment capabilities, leading to more accurate predictions and proactive mitigation strategies. The market's growth is not without its challenges. High initial investment costs for software implementation and integration with existing systems can act as a barrier, particularly for smaller construction firms. Furthermore, the need for specialized training and ongoing maintenance can hinder adoption in some regions. However, the long-term benefits of reduced project delays, improved safety records, and enhanced regulatory compliance outweigh these initial hurdles. The geographic distribution shows strong market penetration in North America and Europe, followed by a steadily growing presence in Asia-Pacific and other regions. Continuous innovation, coupled with strategic partnerships and collaborations within the industry, will further propel the market's expansion in the coming years. Key players are focusing on developing user-friendly interfaces and integrating advanced analytics to maintain a competitive edge and cater to the evolving needs of the construction industry.

  2. I

    Global Construction Risk Assessment Software Market Revenue Forecasts...

    • statsndata.org
    excel, pdf
    Updated Oct 2025
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    Stats N Data (2025). Global Construction Risk Assessment Software Market Revenue Forecasts 2025-2032 [Dataset]. https://www.statsndata.org/report/construction-risk-assessment-software-market-239196
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    excel, pdfAvailable download formats
    Dataset updated
    Oct 2025
    Dataset authored and provided by
    Stats N Data
    License

    https://www.statsndata.org/how-to-orderhttps://www.statsndata.org/how-to-order

    Area covered
    Global
    Description

    The Construction Risk Assessment Software market is witnessing significant growth as industries increasingly recognize the critical importance of managing risks in construction projects. This specialized software encompasses a suite of tools designed to identify, analyze, and mitigate potential risks throughout the

  3. G

    Data-Driven Construction Risk Prediction Software Market Research Report...

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Aug 4, 2025
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    Growth Market Reports (2025). Data-Driven Construction Risk Prediction Software Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/data-driven-construction-risk-prediction-software-market
    Explore at:
    pdf, csv, pptxAvailable download formats
    Dataset updated
    Aug 4, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Data-Driven Construction Risk Prediction Software Market Outlook



    According to our latest research, the global Data-Driven Construction Risk Prediction Software market size reached USD 1.12 billion in 2024, reflecting robust demand for intelligent risk management solutions across the construction sector. The market is set to expand at a CAGR of 14.6% from 2025 to 2033, with the forecasted market size projected to reach USD 3.72 billion by 2033. This strong growth trajectory is fueled by increasing adoption of digital technologies, the rising complexity of construction projects, and heightened regulatory requirements for safety and compliance.




    One of the primary growth factors driving the Data-Driven Construction Risk Prediction Software market is the escalating need for advanced analytics and predictive insights in construction project management. As construction projects become more complex and expensive, stakeholders are seeking solutions that can proactively identify, assess, and mitigate risks associated with project delays, cost overruns, safety incidents, and compliance violations. The integration of artificial intelligence, machine learning, and big data analytics into construction risk management software has significantly enhanced the ability of firms to predict and manage risks in real time. This, in turn, reduces financial losses, improves project outcomes, and enhances stakeholder confidence, making such software an indispensable tool for modern construction firms.




    Another key driver is the growing emphasis on safety and regulatory compliance within the construction industry. Governments and regulatory bodies worldwide have implemented stringent safety standards and compliance requirements, compelling construction firms to adopt sophisticated risk prediction tools. These solutions not only help in identifying potential hazards and non-compliance issues early on but also provide actionable insights for preventive measures. As a result, construction companies are increasingly investing in data-driven risk prediction software to ensure adherence to regulations, minimize workplace accidents, and avoid costly penalties. The growing awareness of the importance of a safe working environment is further propelling market growth.




    The rapid digital transformation of the construction industry is also contributing significantly to the expansion of the Data-Driven Construction Risk Prediction Software market. The adoption of Building Information Modeling (BIM), Internet of Things (IoT), and cloud-based collaboration platforms has created vast amounts of data, which can be leveraged by advanced risk prediction software to deliver deeper insights and more accurate forecasts. The integration of these technologies enables seamless data collection from various sources, facilitating comprehensive risk analysis and proactive decision-making. This digital shift is enabling construction companies to move from reactive to predictive risk management approaches, further accelerating the adoption of data-driven solutions.




    From a regional perspective, North America leads the market due to the early adoption of advanced construction technologies and a strong focus on safety and regulatory compliance. Europe follows closely, driven by stringent regulations and a mature construction sector. The Asia Pacific region is emerging as a high-growth market, fueled by rapid urbanization, infrastructure development, and increasing investments in digital technologies. Latin America and the Middle East & Africa are also witnessing steady growth, supported by rising construction activities and a growing awareness of the benefits of predictive risk management solutions. Each region presents unique opportunities and challenges, shaping the overall dynamics of the global market.





    Component Analysis



    The Component segment of the Data-Driven Construction Risk Prediction Software market is divided into software and services, each playing a pivotal role in the ecosystem. The software segment, which

  4. S

    Global Construction Risk Management Market Risk Analysis 2025-2032

    • statsndata.org
    excel, pdf
    Updated Oct 2025
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    Stats N Data (2025). Global Construction Risk Management Market Risk Analysis 2025-2032 [Dataset]. https://www.statsndata.org/report/construction-risk-management-market-378716
    Explore at:
    pdf, excelAvailable download formats
    Dataset updated
    Oct 2025
    Dataset authored and provided by
    Stats N Data
    License

    https://www.statsndata.org/how-to-orderhttps://www.statsndata.org/how-to-order

    Area covered
    Global
    Description

    The Construction Risk Management market has emerged as a critical segment of the construction industry, focusing on identifying, assessing, and mitigating risks associated with building projects. As the industry continues to evolve, the importance of effective risk management is underscored by the increasing complex

  5. BIM-AI Integrated Dataset

    • kaggle.com
    zip
    Updated Feb 28, 2025
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    Ziya (2025). BIM-AI Integrated Dataset [Dataset]. https://www.kaggle.com/datasets/ziya07/bim-ai-integrated-dataset
    Explore at:
    zip(162775 bytes)Available download formats
    Dataset updated
    Feb 28, 2025
    Authors
    Ziya
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    Description This dataset is designed for whole life cycle management of civil engineering projects, integrating Building Information Modeling (BIM) and Artificial Intelligence (AI). It includes comprehensive project data covering cost, schedule, structural health, environmental conditions, resource allocation, safety risks, and drone-based monitoring.

    Key Features Project Metadata: ID, type (bridge, road, building, etc.), location, and timeline. Financial Data: Planned vs. actual cost, cost overruns. Scheduling Data: Planned vs. actual duration, schedule deviation. Structural Health Monitoring: Vibration levels, crack width, load-bearing capacity. Environmental Factors: Temperature, humidity, air quality, weather conditions. Resource & Safety Management: Material usage, labor hours, equipment utilization, accident records. Drone-Based Monitoring: Image analysis scores, anomaly detection, completion percentage. Target Variable: Risk Level (Low, Medium, High) based on cost, schedule, safety, and structural health. Use Cases Predictive Modeling: Train AI models to forecast project risks and optimize decision-making. BIM & AI Integration: Leverage real-time IoT and drone data for smart construction management. Risk Assessment: Identify early signs of cost overruns, delays, and structural failures. Automation & Efficiency: Develop automated maintenance and safety monitoring frameworks

  6. I

    Global Construction Risk & Safety Software Market Key Success Factors...

    • statsndata.org
    excel, pdf
    Updated Nov 2025
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    Stats N Data (2025). Global Construction Risk & Safety Software Market Key Success Factors 2025-2032 [Dataset]. https://www.statsndata.org/report/construction-risk-safety-software-market-117913
    Explore at:
    pdf, excelAvailable download formats
    Dataset updated
    Nov 2025
    Dataset authored and provided by
    Stats N Data
    License

    https://www.statsndata.org/how-to-orderhttps://www.statsndata.org/how-to-order

    Area covered
    Global
    Description

    The Construction Risk & Safety Software market has become increasingly vital as the construction industry recognizes the importance of mitigating risks and enhancing safety protocols. This innovative software provides a comprehensive solution for construction firms to manage safety compliance, monitor risk assessmen

  7. Risk factor assessment data of construction project.

    • plos.figshare.com
    xls
    Updated Jun 11, 2023
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    Yawen Zhong; Hailing Li; Leilei Chen (2023). Risk factor assessment data of construction project. [Dataset]. http://doi.org/10.1371/journal.pone.0246539.t003
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Jun 11, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Yawen Zhong; Hailing Li; Leilei Chen
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Risk factor assessment data of construction project.

  8. Construction Project Management Dataset

    • kaggle.com
    zip
    Updated Aug 7, 2025
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    Python Developer (2025). Construction Project Management Dataset [Dataset]. https://www.kaggle.com/datasets/programmer3/construction-project-management-dataset
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    zip(20986 bytes)Available download formats
    Dataset updated
    Aug 7, 2025
    Authors
    Python Developer
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    This dataset captures 1300 key performance and planning variables from large-scale infrastructure construction projects. It includes features such as task duration, labor availability, equipment usage, material costs, and constraint scores related to site and resource conditions. Additionally, risk levels, dependencies, and start constraints are represented to reflect the complexities of real-world project scheduling and resource planning.

  9. Risk assessment indexes for deep foundation pit construction projects.

    • plos.figshare.com
    xls
    Updated Aug 27, 2024
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    Hu Hao; He Jian; Liu Peiling; Zhu Cong (2024). Risk assessment indexes for deep foundation pit construction projects. [Dataset]. http://doi.org/10.1371/journal.pone.0304095.t001
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Aug 27, 2024
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Hu Hao; He Jian; Liu Peiling; Zhu Cong
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Risk assessment indexes for deep foundation pit construction projects.

  10. G

    Construction Risk Management Software Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Oct 6, 2025
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    Growth Market Reports (2025). Construction Risk Management Software Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/construction-risk-management-software-market
    Explore at:
    pdf, csv, pptxAvailable download formats
    Dataset updated
    Oct 6, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Construction Risk Management Software Market Outlook



    According to our latest research, the global construction risk management software market size reached USD 2.13 billion in 2024, driven by the increasing need for digital transformation and risk mitigation within the construction sector. The market is expected to expand at a robust CAGR of 11.8% from 2025 to 2033. By the end of 2033, the construction risk management software market is forecasted to attain a value of USD 5.84 billion. This impressive growth is primarily fueled by the rising complexity of construction projects, stringent regulatory requirements, and the industry’s heightened focus on safety, compliance, and cost control.




    The growth trajectory of the construction risk management software market is heavily influenced by the increasing adoption of advanced technologies such as artificial intelligence, machine learning, and big data analytics. These technologies enable construction companies to proactively identify, assess, and mitigate risks at various stages of the project lifecycle. As construction projects become larger and more complex, the need for real-time data-driven insights and predictive analytics becomes paramount. Companies are leveraging these solutions to minimize project delays, avoid cost overruns, and ensure compliance with evolving industry standards. Furthermore, the integration of risk management software with other construction management tools like BIM (Building Information Modeling) and ERP (Enterprise Resource Planning) systems is further enhancing efficiency and transparency across the project value chain.




    Another significant growth factor for the construction risk management software market is the increasing regulatory scrutiny and the growing emphasis on workplace safety. Governments worldwide are implementing stricter regulations regarding construction site safety, environmental sustainability, and labor welfare. This has compelled construction firms to invest in comprehensive risk management solutions that not only ensure compliance but also help in documenting and reporting incidents, tracking safety metrics, and conducting root cause analysis. The ability of these software platforms to centralize and automate compliance management processes reduces administrative burdens and mitigates the risk of costly legal penalties. Moreover, the global push for sustainable construction practices is driving demand for risk management tools that help organizations track and manage environmental risks throughout the project lifecycle.




    The ongoing digital transformation within the construction industry is also a major catalyst for market growth. The COVID-19 pandemic accelerated the adoption of digital solutions as construction companies sought to maintain business continuity amid disruptions. Cloud-based risk management software, in particular, has gained traction due to its scalability, accessibility, and ability to support remote collaboration. As a result, small and medium-sized enterprises (SMEs) are increasingly adopting these solutions to compete with larger players and enhance their risk management capabilities. The rising trend of project outsourcing and the involvement of multiple stakeholders in construction projects further underscore the importance of centralized risk management platforms that facilitate seamless communication and collaboration.




    Regionally, North America continues to lead the construction risk management software market, accounting for the largest share in 2024. This dominance is attributed to the presence of major construction firms, advanced IT infrastructure, and a strong regulatory framework. Europe follows closely, driven by stringent safety and environmental regulations. The Asia Pacific region is witnessing the fastest growth, propelled by rapid urbanization, infrastructure development, and an increasing number of large-scale construction projects. Latin America and the Middle East & Africa are also showing promising growth prospects, although market penetration remains comparatively lower due to budget constraints and limited digital adoption in some countries.



    <b

  11. w

    Global Construction Site Safety Management Market Research Report: By...

    • wiseguyreports.com
    Updated Oct 14, 2025
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    (2025). Global Construction Site Safety Management Market Research Report: By Application (Hazard Identification, Risk Assessment, Safety Training, Compliance Management), By Type of Safety Management System (Cloud-Based Systems, On-Premise Systems, Hybrid Systems), By End User (Construction Companies, Contractors, Consultants, Government Bodies), By Features (Incident Reporting, Safety Audits, Real-Time Monitoring, Data Analytics) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2035 [Dataset]. https://www.wiseguyreports.com/reports/construction-site-safety-management-market
    Explore at:
    Dataset updated
    Oct 14, 2025
    License

    https://www.wiseguyreports.com/pages/privacy-policyhttps://www.wiseguyreports.com/pages/privacy-policy

    Time period covered
    Oct 25, 2025
    Area covered
    Global
    Description
    BASE YEAR2024
    HISTORICAL DATA2019 - 2023
    REGIONS COVEREDNorth America, Europe, APAC, South America, MEA
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    MARKET SIZE 20245.4(USD Billion)
    MARKET SIZE 20255.74(USD Billion)
    MARKET SIZE 203510.5(USD Billion)
    SEGMENTS COVEREDApplication, Type of Safety Management System, End User, Features, Regional
    COUNTRIES COVEREDUS, Canada, Germany, UK, France, Russia, Italy, Spain, Rest of Europe, China, India, Japan, South Korea, Malaysia, Thailand, Indonesia, Rest of APAC, Brazil, Mexico, Argentina, Rest of South America, GCC, South Africa, Rest of MEA
    KEY MARKET DYNAMICSIncreasing safety regulations, Technological advancements, Rising number of construction projects, Growing awareness of workplace safety, Enhanced training and education programs
    MARKET FORECAST UNITSUSD Billion
    KEY COMPANIES PROFILEDSiteSafe, SafetyCulture, Gromicko, Sierra Wireless, Ergodyne, 3M, SkyFence, EHS Insight, SmartEquip, Honeywell, Predictive Solutions, Construction Safety Solutions, Procore Technologies, Tensar International, SafeHold
    MARKET FORECAST PERIOD2025 - 2035
    KEY MARKET OPPORTUNITIESTechnological advancements in safety equipment, Rising demand for safety training programs, Increasing regulations and compliance requirements, Growth of remote monitoring solutions, Adoption of AI and analytics in safety management
    COMPOUND ANNUAL GROWTH RATE (CAGR) 6.2% (2025 - 2035)
  12. M

    Global Construction Hazard Assessment Market Competitive Environment...

    • statsndata.org
    excel, pdf
    Updated Oct 2025
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    Stats N Data (2025). Global Construction Hazard Assessment Market Competitive Environment 2025-2032 [Dataset]. https://www.statsndata.org/report/construction-hazard-assessment-market-271924
    Explore at:
    excel, pdfAvailable download formats
    Dataset updated
    Oct 2025
    Dataset authored and provided by
    Stats N Data
    License

    https://www.statsndata.org/how-to-orderhttps://www.statsndata.org/how-to-order

    Area covered
    Global
    Description

    The Construction Hazard Assessment market plays a critical role in ensuring the safety and sustainability of construction sites around the globe. This market is dedicated to identifying, evaluating, and mitigating risks associated with construction activities, which can range from physical dangers like falls and mac

  13. NPS Wildfire Risk Assessment (Public)

    • nifc.hub.arcgis.com
    • nps-fire-gis-open-data-nifc.hub.arcgis.com
    Updated Jan 31, 2023
    + more versions
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    National Interagency Fire Center (2023). NPS Wildfire Risk Assessment (Public) [Dataset]. https://nifc.hub.arcgis.com/maps/9acab3e9a58f4667853b77ab75a265bd
    Explore at:
    Dataset updated
    Jan 31, 2023
    Dataset authored and provided by
    National Interagency Fire Centerhttps://www.nifc.gov/
    Area covered
    Earth
    Description

    OPEN Data View service. The Wildland Fire Risk Assessment project was developed by the National Park Service's Fire and Aviation Management program as a response to the devastating 2011 wildfire season. This project developed a consistent assessment method that has been applied to NPS units nationwide regardless of variations in climate, fuels, and topography.The assessment, based on Firewise® assessment forms, evaluates access, surrounding environment, construction design and materials, and resources available to protect facilities from wildland fire. The data collected during the assessment process can be used for:Identifying, planning, prioritizing and tracking fuels treatments at unit, regional and national levels, and Developing incident response plans for facilities and communities within NPS units.The original spatial data for the assessments comes from a variety of sources including the NPS Buildings Enterprise Dataset, WFDSS, NPMap Edits, manually digitized points using Esri basemaps as a reference at various scales, and GPS collection using a multitude of consumer and professional grade GPS devices. The facilities that have been assessed and assigned a facility risk rating have been ground-truthed and field verified. (In some rare occasions, facilities have been verified during remote assessments. Those that have been remotely assessed are marked as such). The resulting data is stored in a centralized geodatabase, and this publicly available feature layer allows the user to view that data.The NPS Facilities feature layer includes the following layers and related tables:Facility - A facility is defined by the NPS as an asset that the NPS desires to track and manage as a distinct identifiable entity. In the case of wildland fire risk assessments, a facility is most often a structure but in special instances, a park unit may wish to identify and assess other at-risk features such as a historic wooden bridge or an interpretive display. The facilities are assessed based on access, the surrounding environment, construction design, and protection resources and limitations, resulting in a numerical score and risk adjective rating for each facility. These ratings designate the likelihood of ignition during a wildland fire. The facilities are symbolized by their respective risk rating.Community - A community is a group of five or more facilities, a majority of which are within 600 feet of each other, that share common access and protection attributes. The community concept was developed to facilitate data collection and entry in areas with multiple facilities and where it made sense to apply treatments and tactics at a scale larger than individual facilities. Most of the community polygons are created using models in ArcMap, but some may have been created or edited in the field using a Trimble GPS unit. *The NPS Facilities layer is updated continually as new wildfire risk assessments are conducted and the Wildland Fire Risk Assessment project progresses. The assessment data contained here is the most current data available.*More information about the NPS Wildland Fire Risk Assessment Project, and the NPS Facilities data itself, can be found at the New Wildland Fire Risk Assessments website. This site provides information on the data collection process, additional ways to access the data, and how to conduct assessments yourself (for both NPS and non-NPS facilities).FACILITY ATTRIBUTES
    Unit_ID NWCG Unit ID, Two letter state code and three letter unit abbreviation, for example UTZIP for Zion National Park in Utah.

    Fire_Bldg_ID User maintained unique ID for Facility layer.

    Building ID Unique Id from the NPS Enterprise Buildings dataset.

    FMSS ID Unique ID for the facility in the NPS FMSS database.

    Community ID Unique ID linking facility to a community

    Assess Scale Indicates if the facility is part of a community/ will be included in a community assessment. Communities are pre-defined by regional GIS staff and visible in this map as a blue perimeter.
    Answer "Yes" if you are adding a facility point within a predefined community.

    Common Name Name of the structure. In most cases, the name comes from the NPS FMSS database.

    Map Label Numerical label used for mapping purposes.

    Owner Indicates who owns the structure being assessed.

    Facilty Type Indicates the facility type OR if the facility has been REMOVED, DESTROYED, has NO WILDLAND RISK, is PRIVATE - NO SURVEY REQUIRED or DOES NOT REQUIRE A SURVEY (because it is planned for removal).

    Facility Use What is the primary use of the facility?

    Building Occupied Is the building occupied?

    Community Name Name of the community the facility is located within, if any.

    Field Crew Field crew completing the assessment.

    Last Site Visit Date Date which the facility was visited and assessment data reviewed/updated.

    Location General location within the unit – may use FMUs, watersheds, or other identifier. One location may contain multiple communities and individual facilities. Locations are used to filter data for reports and map products.

    PrimaryAccess Primary method of accessing the facility.

    IngressEgress Number of routes into and away from the facility.

    AccessWidth Width of the road or driveway used to access the facility.

    AccessCond Grade and surface material of the road or driveway used to access the facility.

    BridgeCond Condition, based on load limits and construction.

    Turnaround Describes how close can a fire apparatus drive to the facility and once there, whether it can turnaround.

    BldgNum Is the facility clearly signed or numbered?

    FuelLoad Fuel loading within 300 ft of the facility (see appendix D of the Wildfire Risk Assessment User Guide)

    FuelType Predominant fuel type within 300 ft of the facility.

    DefensibleSpace Amount of defensible space around the facility, see criteria for evaluating defensible space in the Wildfire Risk Assessment User Guide.

    Topography Predominant slope within 300 ft of facility.

    RoofMat Roofing material used on the facility.

    SidingMat Siding material used on the facility.

    Foundation Describes the facility’s foundation.

    Fencing Indicates presence of any wooden attachments, fencing, decking, pergola, etc. and fuels clearance around those attachments.

    Firewood Firewood distance from facility.

    Propane Inidicates if a propane tank exists within 200 feet of a structure and if there is any fuels clearance around the propane tank(s).

    Hazmat List of hazmat existing on the site.

    WaterSupply Water supply available to the facility.

    OverheadHaz Identifies the presence of overhead hazards that will limit aerial firefighting efforts.

    SafetyZone Identifies the presence of any potential safety zones.

    SZRadius Radius of any potential safety zones.

    Obstacles Additional obstacles, not already included in assessment, that will limit firefighting efforts- to include items such as UXO, hazmat,etc. If there are additional obstacles, be sure to comment in Assessment Comments or Tactic descriptions where appropriate.

    TriageCategory Refer to IRPG for descriptions of each category. This information will be displayed in the NIFS Structure Triage layer for incident response.

    Score Sum of attribute values for all assessment elements including access, environment, structure and protection portions of the assessment.

    Rating Wildland fire risk rating based on score. Ratings are No Wildland Risk, Low, Moderate and High. Rating indicates likelihood if facility igniting if a wildland fire occurs.

    ProtectionLevel Inidcates structures which are priority for protection during a wildfire. For Alaska Region data, indicates identified protection level for structure. For lower 48, enter ‘Unknown’ unless specified by local unit.

    ProtLevelApprovalName Name of person who designated Protection Level

    ProtLevelApprovalDate Date Protection Level Designated

    ResourcesOfConcern Indicates if it is necessary to contact park staff before engaging in suppression activities because special resources (natural, cultural, historic) of concern are present?

    AssessComments Explain any aspects of the assessment that require extra detail.

    RegionCode NPS Region Code - AKR, IMR, NER, NCR, MWR, PWR or SER

    UnitCode

    NPS Unit Code

    ReasonIncluded Why is the point in the dataset – NPS owned, Treatment Planning, Protection Responsibility, Planning (other than treatments). Intent of the dataset is to document wildfire risk for NPS owned structures. Other structures or facilities may be included at the discretion of the unit's fire management staff.

    Restriction How can the data be shared – Unrestricted, Restricted - No Third Party Release, Restricted – Originating Agency Concurrence, Restricted – Affected Cultural Group Concurrence, Restricted - No Release, Unknown. Only unrestricted data is included in this dataset.

    Local_ID Field which can be used to store unique ids linking back to any local datasets.

    RevisitInterval How many years will it take for the fuels to change significantly enough to change the score and rating for this facility?

    IsVisited Use this field to keep track of what you have done during a field session. Filter on this field to see what has been assessed and what still needs visited during a field data collection session.

    DeleteThis Users enter yes if this is this a duplicate or was no facility found.
    If you know the facility was REMOVED or DESTROYED, go back to Facility Type and enter that information there.

    Data_Source

    FirewiseZone1 List of treatments needed to

  14. C

    Construction Data Analytics Tool Report

    • marketresearchforecast.com
    doc, pdf, ppt
    Updated Mar 6, 2025
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    Market Research Forecast (2025). Construction Data Analytics Tool Report [Dataset]. https://www.marketresearchforecast.com/reports/construction-data-analytics-tool-28282
    Explore at:
    pdf, doc, pptAvailable download formats
    Dataset updated
    Mar 6, 2025
    Dataset authored and provided by
    Market Research Forecast
    License

    https://www.marketresearchforecast.com/privacy-policyhttps://www.marketresearchforecast.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    Discover the booming Construction Data Analytics Tool market. This comprehensive analysis reveals a projected CAGR of 15% (2025-2033), driven by BIM, IoT, and the need for efficient project management. Explore market size, segmentation, key players (Autodesk, Synchro, etc.), and regional trends. Get insights to optimize your strategy in this rapidly evolving sector.

  15. a

    Evaluating a respirable crystalline silica risk assessment model for the...

    • open.alberta.ca
    • open.canada.ca
    Updated Jul 20, 2021
    + more versions
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    (2021). Evaluating a respirable crystalline silica risk assessment model for the construction industry in Alberta [Dataset]. https://open.alberta.ca/dataset/ohs-futures-evaluating-respirable-crystalline-silica-risk-assessment-construction-industry-dataset
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    Dataset updated
    Jul 20, 2021
    Area covered
    Alberta
    Description

    Contains research data collected in support of a research project to support adaption of the British Columbia silica model for use in Alberta.

  16. Evaluation data of construction project risk factors.

    • plos.figshare.com
    xls
    Updated Jun 11, 2023
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    Yawen Zhong; Hailing Li; Leilei Chen (2023). Evaluation data of construction project risk factors. [Dataset]. http://doi.org/10.1371/journal.pone.0246539.t007
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    xlsAvailable download formats
    Dataset updated
    Jun 11, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Yawen Zhong; Hailing Li; Leilei Chen
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Evaluation data of construction project risk factors.

  17. D

    Construction Safety Management Software Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 30, 2025
    + more versions
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    Dataintelo (2025). Construction Safety Management Software Market Research Report 2033 [Dataset]. https://dataintelo.com/report/construction-safety-management-software-market
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    csv, pdf, pptxAvailable download formats
    Dataset updated
    Sep 30, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Construction Safety Management Software Market Outlook




    According to our latest research, the global Construction Safety Management Software market size reached USD 1.72 billion in 2024, reflecting the increasing prioritization of safety and compliance in the construction industry worldwide. The market is expected to grow at a robust CAGR of 10.6% from 2025 to 2033, reaching a forecasted value of USD 4.24 billion by 2033. This impressive expansion is primarily driven by stringent regulatory requirements, advancements in digital technologies, and the need to minimize workplace accidents and operational disruptions in construction projects.




    The primary growth factor fueling the Construction Safety Management Software market is the rising emphasis on workplace safety and regulatory compliance across the construction sector. As governments and regulatory bodies across the globe enforce stricter safety standards, construction firms are increasingly adopting digital solutions to ensure compliance and reduce the risk of accidents. Construction Safety Management Software not only streamlines safety processes but also provides real-time monitoring and reporting, which is essential for managing complex, multi-site projects. The integration of advanced analytics and mobile capabilities further enhances the ability of project managers to identify hazards, track incidents, and implement corrective measures promptly. As a result, organizations are witnessing significant improvements in safety performance, reduction in workplace injuries, and enhanced operational efficiency, all of which contribute to the market’s robust growth trajectory.




    Another significant driver of the Construction Safety Management Software market is the growing adoption of cloud-based solutions, which offer scalability, flexibility, and enhanced accessibility. Cloud deployment allows construction companies to centralize safety data, facilitate collaboration among stakeholders, and ensure seamless updates and maintenance of software platforms. This is particularly important for large-scale construction projects that involve multiple contractors, subcontractors, and geographically dispersed teams. The ability to access safety data and analytics from any location empowers organizations to make informed decisions quickly, mitigate risks proactively, and foster a culture of safety across all levels of the workforce. Furthermore, the integration of mobile applications and IoT devices is enabling real-time data capture and instant communication, which are crucial for effective incident management and compliance tracking.




    The increasing focus on digital transformation within the construction industry is also playing a pivotal role in the expansion of the Construction Safety Management Software market. As construction projects become more complex and timelines more stringent, companies are leveraging digital tools to optimize workflows, enhance productivity, and ensure safety. The implementation of Construction Safety Management Software is enabling organizations to automate routine tasks, standardize safety protocols, and streamline audit and inspection processes. This not only reduces administrative burdens but also ensures that safety practices are consistently applied across all project sites. Moreover, the use of data analytics and artificial intelligence is enabling predictive risk assessment, allowing companies to anticipate potential hazards and take preventive actions. This proactive approach to safety management is gaining traction among industry leaders, further propelling market growth.




    From a regional perspective, North America continues to dominate the Construction Safety Management Software market, driven by a mature construction industry, stringent safety regulations, and high adoption of digital technologies. However, the Asia Pacific region is emerging as the fastest-growing market, supported by rapid urbanization, infrastructure development, and increasing awareness of workplace safety. Europe also holds a significant market share, with strong regulatory frameworks and a focus on sustainability and worker welfare. In contrast, Latin America and the Middle East & Africa are witnessing steady growth, albeit at a slower pace, due to evolving regulatory landscapes and gradual digital adoption. Overall, the global market is characterized by diverse regional dynamics, with each region presenting unique opportunities and challenges for market players.



    Component Analysis

    <br /&

  18. M

    Global Construction Project Lifecycle Software Market Risk Analysis...

    • statsndata.org
    excel, pdf
    Updated Oct 2025
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    Stats N Data (2025). Global Construction Project Lifecycle Software Market Risk Analysis 2025-2032 [Dataset]. https://www.statsndata.org/report/construction-project-lifecycle-software-market-278093
    Explore at:
    excel, pdfAvailable download formats
    Dataset updated
    Oct 2025
    Dataset authored and provided by
    Stats N Data
    License

    https://www.statsndata.org/how-to-orderhttps://www.statsndata.org/how-to-order

    Area covered
    Global
    Description

    The Construction Project Lifecycle Software market has emerged as a pivotal sector in the construction industry, revolutionizing how projects are managed from inception to completion. With the increasing complexity of construction projects and the growing demand for efficiency, safety, and sustainability, this advan

  19. m

    RISK ASSESSMENT IN GREEN BUILDINGS IN INDIA: EVALUATION OF RISK FACTORS AND...

    • data.mendeley.com
    Updated Nov 13, 2025
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    Pragya Shri (2025). RISK ASSESSMENT IN GREEN BUILDINGS IN INDIA: EVALUATION OF RISK FACTORS AND MITIGATION STRATEGIES [Dataset]. http://doi.org/10.17632/dbrm5t8fr6.1
    Explore at:
    Dataset updated
    Nov 13, 2025
    Authors
    Pragya Shri
    License

    Attribution-NonCommercial-NoDerivs 4.0 (CC BY-NC-ND 4.0)https://creativecommons.org/licenses/by-nc-nd/4.0/
    License information was derived automatically

    Area covered
    India
    Description

    The data was used to perform an assessment of risk factors in the sustainable construction industry of India. The risk factors identified in the Indian context through a literature review and survey conducted using the Delphi method with green building professionals were utilized to perform a risk assessment that evaluates the severity of risks. The assessment was done by obtaining the likelihood and impact of the identified risk factors. The results were used to rank the risk factors by their level of importance. The findings are evaluated against risk factors identified in different contexts to assess their contextual relevance. Further, the green building rating in India and the regulatory aspects are correlated with the risks and inferences drawn out of the correlation to establish the requisites to move towards green buildings.The data are results conducted from the survey used to arrive at the severity of risks by using the Relative Importance Index method, with the help of the probability and impact of the risk factors ranked by the green building industry stakeholders.

  20. C

    Construction Project Insurance Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated May 16, 2025
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    Data Insights Market (2025). Construction Project Insurance Report [Dataset]. https://www.datainsightsmarket.com/reports/construction-project-insurance-1948573
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    ppt, doc, pdfAvailable download formats
    Dataset updated
    May 16, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The construction project insurance market is experiencing robust growth, driven by increasing complexities in construction projects, stringent regulatory compliance requirements, and a rising awareness of potential risks among stakeholders. The market's expansion is fueled by a surge in infrastructure development globally, particularly in emerging economies experiencing rapid urbanization and industrialization. The diverse range of insurance types offered, including personal injury insurance, property damage and loss insurance, and construction quality insurance, caters to the specific needs of various project participants, from owners and general contractors to subcontractors. While the market faces challenges such as economic fluctuations and fluctuating construction material costs, the long-term outlook remains positive, propelled by sustained investment in infrastructure projects and the inherent need for risk mitigation in the construction industry. The segmentation by application (owners, general contractors, subcontractors, others) and insurance type allows for a highly targeted approach to risk management, contributing to market growth. Leading insurance providers are leveraging technological advancements and innovative insurance products to solidify their market positions and capture a larger share of the expanding market. The geographic distribution reflects global infrastructure development patterns, with North America and Europe currently holding significant market shares but Asia-Pacific showing strong growth potential due to its substantial infrastructure investments. Competition within the construction project insurance sector is intense, with established players like Allianz, Chubb, and Liberty Mutual vying for market dominance alongside regional and specialized insurers. The market is characterized by a high degree of specialization, requiring insurers to possess deep industry knowledge and underwriting expertise. Successful players are those that offer customized solutions tailored to the specific risk profiles of individual projects, taking into account factors like location, project size, and construction methodology. Future growth will be shaped by the increasing adoption of technology, particularly in areas such as risk assessment, claims management, and digital insurance platforms. Moreover, the evolving regulatory landscape and growing demand for sustainable construction practices will further influence the market's evolution. The development of parametric insurance, linked to specific events, represents an exciting development, offering more efficient and timely coverage solutions.

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Close
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Archive Market Research (2025). Construction Risk Assessment Software Report [Dataset]. https://www.archivemarketresearch.com/reports/construction-risk-assessment-software-565175

Construction Risk Assessment Software Report

Explore at:
doc, ppt, pdfAvailable download formats
Dataset updated
Apr 23, 2025
Dataset authored and provided by
Archive Market Research
License

https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

Time period covered
2025 - 2033
Area covered
Global
Variables measured
Market Size
Description

The Construction Risk Assessment Software market is experiencing robust growth, driven by increasing demand for enhanced safety measures, stricter regulatory compliance, and the need for improved project efficiency. The market, currently estimated at $2.5 billion in 2025, is projected to witness a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This growth is fueled by several key factors. Firstly, the rising adoption of cloud-based solutions offers scalability, accessibility, and real-time data analysis, enhancing risk mitigation capabilities. Secondly, the increasing complexity of construction projects, coupled with stringent safety regulations worldwide, is pushing organizations to adopt sophisticated risk assessment software to prevent accidents and minimize financial losses. The market segmentation reveals a significant demand from both large enterprises and SMEs, with cloud-based solutions witnessing higher adoption rates due to their cost-effectiveness and flexibility. Finally, technological advancements like AI and machine learning integration are further refining risk assessment capabilities, leading to more accurate predictions and proactive mitigation strategies. The market's growth is not without its challenges. High initial investment costs for software implementation and integration with existing systems can act as a barrier, particularly for smaller construction firms. Furthermore, the need for specialized training and ongoing maintenance can hinder adoption in some regions. However, the long-term benefits of reduced project delays, improved safety records, and enhanced regulatory compliance outweigh these initial hurdles. The geographic distribution shows strong market penetration in North America and Europe, followed by a steadily growing presence in Asia-Pacific and other regions. Continuous innovation, coupled with strategic partnerships and collaborations within the industry, will further propel the market's expansion in the coming years. Key players are focusing on developing user-friendly interfaces and integrating advanced analytics to maintain a competitive edge and cater to the evolving needs of the construction industry.

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