This dataset has been published by the Commissioner of Revenue of the City of Virginia Beach and data.vbgov.com. The mission of data.vbgov.com is to provide timely and accurate City information to increase government transparency and access to useful and well organized data by the general public, non-governmental organizations, and City of Virginia Beach employees.

A business improvement district is a geographically defined area within the City of Los Angeles, in which services, activities and programs are paid for through a special assessment which is charged to all members within the district in order to equitably distribute the benefits received and the costs incurred to provide the agreed-upon services, activities and programs. Because the assessment funds collected in a given district cannot legally be spent outside of that BID, the City creates a trust fund for each BID, with funds periodically released to support operations. Additional information can be referenced from the Office of the City Clerk's BID website.The Neighborhood and Business Improvement District Division of the Office of the City Clerk manages the Business Improvement District Program and provides various types of assistance and information to interested parties. For more information about these services click on this link.Refresh Rate: As NeededLast Updated: Sept 11, 2020

The Geographic Information System (GIS) market is experiencing robust growth, projected to reach a substantial size driven by increasing demand across diverse sectors. The market's Compound Annual Growth Rate (CAGR) of 6.38% from 2019 to 2024 indicates a consistent upward trajectory, suggesting continued expansion through 2033. Several factors contribute to this growth. The rising adoption of location-based services (LBS) across various industries, from precise agriculture and efficient logistics in transportation to effective resource management in utilities and mining, fuels market expansion. Furthermore, advancements in hardware and software technologies, including enhanced mapping capabilities, improved surveying tools, and sophisticated analytics, are driving innovation and market penetration. The increasing availability of high-resolution satellite imagery and drone technology also contributes to the market's expansion. Software solutions are a significant component of this market, offering advanced analytical features, geospatial data processing, and visualization tools. The integration of GIS with other technologies, such as IoT and AI, further enhances its capabilities and broadens its application across various sectors. While the market exhibits significant growth potential, certain challenges exist. Data security and privacy concerns related to the handling of geospatial data, along with the high initial investment costs associated with implementing GIS solutions, could restrain market expansion to some extent. However, the long-term benefits of improved operational efficiency, better decision-making, and enhanced resource management are likely to outweigh these challenges. Geographical segmentation reveals diverse growth patterns, with North America and Europe expected to maintain significant market shares due to early adoption and advanced technological infrastructure. However, the Asia-Pacific region is projected to demonstrate rapid growth due to increasing infrastructure development and government initiatives promoting technological advancements. The continued expansion of the GIS market hinges on addressing these challenges while capitalizing on technological advancements and the growing demand across diverse applications. Recent developments include: July 2024 - Trimble and Esri have extended their long-standing strategic partnership, aiming to bolster collaboration in geographic information system (GIS) software, location intelligence, and mapping. This continued collaboration seeks to refine processes, bolster decision-making, and automate workflows, all in pursuit of greener infrastructure planning, construction, and operations for their shared clientele., July 2024 - VertiGIS, one of the global leaders in spatial asset management, has partnered with Esri, one of the global leaders in location intelligence, to deliver advanced GIS solutions to their global customers. This partnership includes reselling, co-selling, and co-marketing, and aligning business and technical strategies. It leverages combined expertise to deliver innovative solutions that meet unique customer needs.. Key drivers for this market are: Growing role of GIS in Smart Cities Ecosystem, Integration of Location-based Mapping Systems with Business Intelligence Systems. Potential restraints include: Growing role of GIS in Smart Cities Ecosystem, Integration of Location-based Mapping Systems with Business Intelligence Systems. Notable trends are: The Rising Smart Cities Development and Urban Planning to Drive the Market Growth.

SafeGraph Places provides baseline information for every record in the SafeGraph product suite via the Places schema and polygon information when applicable via the Geometry schema. The current scope of a place is defined as any location humans can visit with the exception of single-family homes. This definition encompasses a diverse set of places ranging from restaurants, grocery stores, and malls; to parks, hospitals, museums, offices, and industrial parks. Premium sets of Places include apartment buildings, Parking Lots, and Point POIs (such as ATMs or transit stations).

SafeGraph Places is a point of interest (POI) data offering with varying coverage depending on the country. Note that address conventions and formatting vary across countries. SafeGraph has coalesced these fields into the Places schema.

SafeGraph provides clean and accurate geospatial datasets on 51M+ physical places/points of interest (POI) globally. Hundreds of industry leaders like Mapbox, Verizon, Clear Channel, and Esri already rely on SafeGraph POI data to unlock business insights and drive innovation.

Business Licenses issued in Sandy Springs, GA, as of 9/25/2020. Data is exported from the Sandy Springs Revenue Department. The addresses are geocoded against the address point layer. Locations shown are approximateAll businesses located in the City of Sandy Springs are required to hold a valid Business Occupational Tax Certificate, often referred to as a business license, and pay Business Occupational Taxes. There are additional requirements for businesses who sell alcohol, businesses who rent short-term accommodations (hotels/motel etc.) and businesses who rent vehicles.Learn more about business licenses at Sandy Springs:https://www.sandyspringsga.gov/business/business-regulations-and-licensing

The seamless, county-wide parcel layer was digitized from official Assessor Parcel (AP) Maps which were originally maintained on mylar sheets and/or maintained as individual Computer Aided Design (CAD) drawing files (e.g., DWG). The CRA office continues to maintain the official AP Maps in CAD drawings and Information Systems Department/Geographic Information Systems (ISD/GIS) staff apply updates from these maps to the seamless parcel base in the County’s Enterprise GIS. The seamless parcel layer is updated and published to the Internet on a monthly basis.The seamless parcel layer was developed from the source data using the general methodology outlined below. The mylar sheets were scanned and saved to standard image file format (e.g., TIFF). The individual scanned maps or CAD drawing files were imported into GIS software and geo-referenced to their corresponding real-world locations using high resolution orthophotography as control. The standard approach was to rescale and rotate the scanned drawing (or CAD file) to match the general location on the orthophotograph. Then, appropriate control points were selected to register and rectify features on the scanned map (or CAD drawing file) to the orthophotography. In the process, features in the scanned map (or CAD drawing file) were transformed to real-world coordinates, and line features were created using “heads-up digitizing” and stored in new GIS feature classes. Recommended industry best practices were followed to minimize root mean square (RMS) error in the transformation of the data, and to ensure the integrity of the overall pattern of each AP map relative to neighboring pages. Where available Coordinate Geometry (COGO) & survey data, tied to global positioning systems (GPS) coordinates, were also referenced and input to improve the fit and absolute location of each page. The vector lines were then assembled into a polygon features, with each polygon being assigned a unique identifier, the Assessor Parcel Number (APN). The APN field in the parcel table was joined to the corresponding APN field in the assessor property characteristics table extracted from the MPTS database to create the final parcel layer. The result is a seamless parcel land base, each parcel polygon coded with a unique APN, assembled from approximately 6,000 individual map page of varying scale and accuracy, but ensuring the correct topology of each feature within the whole (i.e., no gaps or overlaps). The accuracy and quality of the parcels varies depending on the source. See the fields RANK and DESCRIPTION fields below for information on the fit assessment for each source page. These data should be used only for general reference and planning purposes. It is important to note that while these data were generated from authoritative public records, and checked for quality assurance, they do not provide survey-quality spatial accuracy and should NOT be used to interpret the true location of individual property boundary lines. Please contact the Sonoma County CRA and/or a licensed land surveyor before making a business decision that involves official boundary descriptions.

The Geographic Information System (GIS) market is experiencing robust growth, driven by increasing adoption across diverse sectors. The market, estimated at $25 billion in 2025, is projected to expand significantly over the forecast period (2025-2033), fueled by a Compound Annual Growth Rate (CAGR) of approximately 8%. Key drivers include the rising demand for location-based services, the increasing use of GIS in urban planning and smart city initiatives, and the proliferation of readily available geospatial data. Furthermore, advancements in cloud computing, artificial intelligence, and big data analytics are enhancing GIS capabilities, leading to wider applications in environmental monitoring, disaster management, and precision agriculture. The government and utilities sector remains a dominant market segment, followed by the business sector, which is rapidly adopting GIS solutions for operational efficiency and strategic decision-making. Android-based GIS systems are currently the most prevalent, reflecting the widespread use of Android devices, although iOS and Windows-based systems maintain significant market shares. Competitive landscape analysis reveals key players such as Environmental Systems Research Institute (Esri), Hexagon, Pitney Bowes, and SuperMap actively innovating and expanding their market presence through strategic partnerships and technological advancements. Regional variations in market growth are expected, with North America and Europe maintaining leading positions due to high technological adoption rates and robust economies. However, Asia-Pacific is projected to witness the fastest growth in the coming years, driven by rapid urbanization, economic development, and increasing government investments in infrastructure projects. Restraints to market growth include the high initial investment costs associated with implementing GIS solutions and the need for specialized technical expertise. Nevertheless, the long-term benefits of GIS, encompassing improved efficiency, better decision-making, and enhanced resource management, are expected to overcome these barriers, resulting in sustained market expansion throughout the forecast period. The continuous development of user-friendly GIS software and services is further expected to fuel broader adoption across diverse user groups.

Links to recordings of the Integrated Services Program and 9-1-1 & Geospatial Services Bureau webinar series, including NG9-1-1 GIS topics such as: data preparation; data provisioning and maintenance; boundary best practices; and extract, transform, and load (ETL). Offerings include:Topic: Virginia Next Generation 9-1-1 Dashboard and Resources Update Description: Virginia recently updated the NG9-1-1 Dashboard with some new tabs and information sources and continues to develop new resources to assist the GIS data work. This webinar provides an overview of changes, a demonstration of new functionality, and a guide to finding and using new resources that will benefit Virginia public safety and GIS personnel with roles in their NG9-1-1 projects. Wednesday 16 June 2021. Recording available at: https://vimeo.com/566133775Topic: Emergency Service Boundary GIS Data Layers and Functions in your NG9-1-1 PSAP Description: Law, Fire, and Emergency Medical Service (EMS) Emergency Service Boundary (ESB) polygons are required elements of the NENA NG9-1-1 GIS data model stack that indicate which agency is responsible for primary response. While this requirement must be met in your Virginia NG9-1-1 deployment with AT&T and Intrado, there are quite a few ways you could choose to implement these polygons. PSAPs and their GIS support must work together to understand how this information will come into a NG9-1-1 i3 PSAP and how it will replace traditional ESN information in order to make good choices while implementing these layers. This webinar discusses:the function of ESNs in your legacy 9-1-1 environment, the role of ESBs in NG9-1-1, and how ESB information appears in your NG9-1-1 PSAP. Wednesday, 22 July 2020. Recording available at: https://vimeo.com/441073056#t=360sTopic: "The GIS Folks Handle That": What PSAP Professionals Need to Know about the GIS Project Phase of Next Generation 9-1-1 DeploymentDescription: Next Generation 9-1-1 (NG9-1-1) brings together the worlds of emergency communication and spatial data and mapping. While it may be tempting for PSAPs to outsource cares and concerns about road centerlines and GIS data provisioning to 'the GIS folks', GIS staff are crucial to the future of emergency call routing and location validation. Data required by NG9-1-1 usually builds on data that GIS staff already know and use for other purposes, so the transition requires them to learn more about PSAP operations and uses of core data. The goal of this webinar is to help the PSAP and GIS worlds come together by explaining the role of the GIS Project in the Virginia NG9-1-1 Deployment Steps, exploring how GIS professionals view NG9-1-1 deployment as a project, and fostering a mutual understanding of how GIS will drive NG9-1-1. 29 January 2020. Recording available at: https://vimeo.com/showcase/9791882/video/761225474Topic: Getting Your GIS Data from Here to There: Processes and Best Practices for Extract, Transform and Load (ETL) Description: During the fall of 2019, VITA-ISP staff delivered workshops on "Tools and Techniques for Managing the Growing Role of GIS in Enterprise Software." This session presents information from the workshops related to the process of extracting, transforming, and loading data (ETL), best practices for ETL, and methods for data schema comparison and field mapping as a webinar. These techniques and skills assist GIS staff with their growing role in Next Generation 9-1-1 but also apply to many other projects involving the integration and maintenance of GIS data. 19 February 2020. Recording available at: https://vimeo.com/showcase/9791882/video/761225007Topic: NG9-1-1 GIS Data Provisioning and MaintenanceDescription: VITA ISP pleased to announce an upcoming webinar about the NG9-1-1 GIS Data Provisioning and Maintenance document provided by Judy Doldorf, GISP with the Fairfax County Department of Information Technology and RAC member. This document was developed by members of the NG9-1-1 GIS workgroup within the VITA Regional Advisory Council (RAC) and is intended to provide guidance to local GIS and PSAP authorities on the GIS datasets and associated GIS to MSAG/ALI validation and synchronization required for NG9-1-1 services. The document also provides guidance on geospatial call routing readiness and the short- and long-term GIS data maintenance workflow procedures. In addition, some perspective and insight from the Fairfax County experience in GIS data preparation for the AT&T and West solution will be discussed in this webinar. 31 July 2019. Recording available at: https://vimeo.com/showcase/9791882/video/761224774Topic: NG9-1-1 Deployment DashboardDescription: I invite you to join us for a webinar that will provide an overview of our NG9-1-1 Deployment Dashboard and information about other online ISP resources. The ISP website has been long criticized for being difficult to use and find information. The addition of the Dashboard and other changes to the website are our attempt to address some of these concerns and provide an easier way to find information especially as we undertake NG9-1-1 deployment. The Dashboard includes a status map of all Virginia PSAPs as it relates to the deployment of NG9-1-1, including the total amount of funding requested by the localities and awards approved by the 9-1-1 Services Board. During this webinar, Lyle Hornbaker, Regional Coordinator for Region 5, will navigate through the dashboard and provide tips on how to more effectively utilize the ISP website. 12 June 2019. Recording not currently available. Please see the Virginia Next Generation 9-1-1 Dashboard and Resources Update webinar recording from 16 June 2021. Topic: PSAP Boundary Development Tools and Process RecommendationDescription: This webinar will be presented by Geospatial Program Manager Matt Gerike and VGIN Coordinator Joe Sewash. With the release of the PSAP boundary development tools and PSAP boundary segment compilation guidelines on the VGIN Clearinghouse in March, this webinar demonstrates the development tools, explains the process model, and discusses methods, tools, and resources available for you as you work to complete PSAP boundary segments with your neighbors. 15 May 2019. Recording available at: https://www.youtube.com/watch?v=kI-1DkUQF9Q&feature=youtu.beTopic: NG9-1-1 Data Preparation - Utilizing VITA's GIS Data Report Card ToolDescription: This webinar, presented by VGIN Coordinator Joe Sewash, Geospatial Program Manager Matt Gerike, and Geospatial Analyst Kenny Brevard will provide an overview of the first version of the tools that were released on March 25, 2019. These tools will allow localities to validate their GIS data against the report card rules, the MSAG and ALI checks used in previous report cards, and the analysis listed in the NG9-1-1 migration proposal document. We will also discuss the purpose of the tools, input requirements, initial configuration, how to run them, and how to make sense of your results. 10 April 2019. Recording available at: https://vimeo.com/showcase/9791882/video/761224495Topic: NG9-1-1 PSAP Boundary Best Practice WebinarDescription: During the months of November and December, VITA ISP staff hosted regional training sessions about best practices for PSAP boundaries as they relate to NG9-1-1. These sessions were well attended and very interactive, therefore we feel the need to do a recap and allow those that may have missed the training to attend a makeup session. 30 January 2019. Recording not currently available. Please see the PSAP Boundary Development Tools and Process Recommendation webinar recording from 15 May 2019.Topic: NG9-1-1 GIS Overview for ContractorsDescription: The Commonwealth of Virginia has started its migration to next generation 9-1-1 (NG9-1-1). This migration means that there will be a much greater reliance on geographic information (GIS) to locate and route 9-1-1 calls. VITA ISP has conducted an assessment of current local GIS data and provided each locality with a report. Some of the data from this report has also been included in the localities migration proposal, which identifies what data issues need to be resolved before the locality can migrate to NG9-1-1. Several localities in Virginia utilize a contractor to maintain their GIS data. This webinar is intended for those contractors to review the data in the report, what is included in the migration proposal and how they may be called on to assist the localities they serve. It will still ultimately be up to each locality to determine whether they engage a contractor for assistance, but it is important for the contractor community to understand what is happening and have an opportunity to ask questions about the intent and goals. This webinar will provide such an opportunity. 22 August 2018. Recording not currently available. Please contact us at NG911GIS@vdem.virginia.gov if you are interested in this content.

The Business Mapping Software market is experiencing robust growth, driven by increasing adoption across diverse sectors like healthcare, automotive, and finance. The market size in 2025 is estimated at $5 billion, projected to grow at a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This significant expansion is fueled by several key factors. Firstly, the rising need for efficient spatial data management and analysis across industries is a major catalyst. Businesses are increasingly leveraging mapping software to optimize operations, improve decision-making, and gain a competitive edge. Secondly, the cloud-based deployment model is gaining traction, offering scalability, cost-effectiveness, and accessibility. Furthermore, advancements in technologies such as AI and machine learning are enhancing the capabilities of business mapping software, leading to more sophisticated applications and functionalities. Finally, the increasing availability of high-quality geographic data is fueling innovation and widening the market’s potential. However, the market faces certain challenges. High initial investment costs for advanced solutions can be a barrier for small and medium-sized enterprises. Additionally, the complexity of integrating business mapping software with existing systems can hinder adoption. Data security and privacy concerns are also significant, especially in regulated sectors like healthcare and finance. Despite these restraints, the long-term outlook for the Business Mapping Software market remains highly positive, driven by continuous technological advancements, expanding data availability, and increasing demand across various industries. The market segmentation reveals a strong preference for cloud-based solutions and widespread adoption across diverse sectors, signifying broad appeal and significant future growth potential. The competitive landscape is characterized by a mix of established players and innovative startups, fostering innovation and driving further market expansion.

To create this layer, OCTO staff used ABCA's definition of “Full-Service Grocery Stores” (https://abca.dc.gov/page/full-service-grocery-store#gsc.tab=0)– pulled from the Food System Assessment below), and using those criteria, determined locations that fulfilled the categories in section 1 of the definition.Then, staff reviewed the Office of Planning’s Food System Assessment (https://dcfoodpolicycouncilorg.files.wordpress.com/2019/06/2018-food-system-assessment-final-6.13.pdf) list in Appendix D, comparing that to the created from the ABCA definition, which led to the addition of a additional examples that meet, or come very close to, the full-service grocery store criteria. The explanation from Office of Planning regarding how the agency created their list:“To determine the number of grocery stores in the District, we analyzed existing business licenses in the Department of Consumer and Regulatory Affairs (2018) Business License Verification system (located at https://eservices.dcra.dc.gov/BBLV/Default.aspx). To distinguish grocery stores from convenience stores, we applied the Alcohol Beverage and Cannabis Administration’s (ABCA) definition of a full-service grocery store. This definition requires a store to be licensed as a grocery store, sell at least six different food categories, dedicate either 50% of the store’s total square feet or 6,000 square feet to selling food, and dedicate at least 5% of the selling area to each food category. This definition can be found at https://abca.dc.gov/page/full-service-grocery-store#gsc.tab=0. To distinguish small grocery stores from large grocery stores, we categorized large grocery stores as those 10,000 square feet or more. This analysis was conducted using data from the WDCEP’s Retail and Restaurants webpage (located at https://wdcep.com/dc-industries/retail/) and using ARCGIS Spatial Analysis tools when existing data was not available. Our final numbers differ slightly from existing reports like the DC Hunger Solutions’ Closing the Grocery Store Gap and WDCEP’s Grocery Store Opportunities Map; this difference likely comes from differences in our methodology and our exclusion of stores that have closed.”Staff also conducted a visual analysis of locations and relied on personal experience of visits to locations to determine whether they should be included in the list.

The GIS in Utility Industry market is experiencing robust growth, projected to reach $2.42 billion in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 19.8% from 2025 to 2033. This expansion is fueled by several key drivers. Increasing demand for improved operational efficiency and asset management within utility companies is a primary factor. GIS technologies provide utilities with powerful tools to optimize grid management, streamline maintenance operations, and enhance service delivery. Furthermore, the growing adoption of cloud-based GIS solutions offers enhanced scalability, accessibility, and cost-effectiveness, accelerating market penetration. The integration of advanced technologies such as IoT sensors, AI, and machine learning into GIS platforms further improves data analysis capabilities, enabling predictive maintenance and proactive risk mitigation. While the initial investment in GIS infrastructure can be a restraint for some smaller utility providers, the long-term cost savings and improved operational efficiency are compelling arguments for adoption. Market segmentation reveals a significant demand for software solutions, followed by data and services components. Cloud deployment models are rapidly gaining popularity, surpassing on-premises deployments due to their inherent advantages. Geographically, North America and Europe currently hold significant market share, driven by advanced technological infrastructure and high adoption rates. However, rapidly developing economies in APAC, particularly China and India, are expected to show substantial growth in the coming years, presenting attractive opportunities for market expansion. The competitive landscape is populated by a mix of established players and emerging technology providers, leading to innovation and competitive pricing. The diverse range of GIS solutions available caters to specific utility needs, including electric power, water, gas, and telecom. Software solutions form the core of the market, providing the tools for data visualization, analysis, and management. Data services, including high-resolution imagery and spatial data analytics, are crucial for effective decision-making. The market's future trajectory is positive, propelled by ongoing technological advancements and the urgent need for efficient and resilient utility infrastructure. The increasing focus on sustainability and renewable energy further amplifies the demand for GIS solutions that support grid modernization and the integration of distributed energy resources. The industry's focus will shift towards integrating GIS with other technologies to enhance decision-making processes and operational efficiency, and continued innovation in data analytics and AI will further refine GIS capabilities within the sector.

According to Cognitive Market Research, the global GIS in Telecom Sector market size is USD XX million in 2024. It will expand at a compound annual growth rate (CAGR) of 15.00% from 2024 to 2031.

North America held the major market share for more than 40% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 13.2% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD XX million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 17.0% from 2024 to 2031.
Latin America had a market share for more than 5% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 14.4% from 2024 to 2031.
Middle East and Africa hada market share of around 2% of the global revenue and was estimated at a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 14.7% from 2024 to 2031.
Large enterprises dominate the GIS in telecom sector market as primary end-users. These companies possess extensive telecom infrastructure and resources, making them ideal candidates for comprehensive GIS solutions.

Market Dynamics of GIS in Telecom Sector Market

Key Drivers for GIS in Telecom Sector Market

Increasing Demand for Efficient Network Planning and Optimization Solutions to Increase the Demand Globally

One of the primary drivers of the GIS in the telecom sector market is the escalating need for efficient network planning and optimization solutions. As telecom operators strive to enhance their network coverage and capacity, GIS technology plays a crucial role in providing detailed spatial analysis and visualization. This enables telecom companies to plan and optimize their networks more accurately, reducing operational costs and improving service quality. The capability of GIS to integrate various data layers, such as demographic, topographic, and network performance data, allows for precise decision-making and strategic deployment of resources, thereby driving its adoption in the telecom sector.

Expansion of Telecom Infrastructure in Emerging Markets to Propel Market Growth

Another significant driver is the expansion of telecom infrastructure in emerging markets. As countries in regions such as Asia-Pacific, Latin America, and Africa experience rapid economic growth, there is a substantial increase in the deployment of telecom networks to meet the rising demand for connectivity. GIS technology is instrumental in these large-scale infrastructure projects, providing essential tools for site selection, route optimization, and infrastructure management. By enabling telecom companies to efficiently plan and deploy their networks in challenging and diverse geographical landscapes, GIS helps accelerate the rollout of telecom services, enhancing connectivity and fostering economic development in these regions.

Restraint Factor for the GIS in Telecom Sector Market

High Initial Investment and Implementation Costs t to Limit the Sales

A significant restraint in the GIS in telecom sector market is the high initial investment and implementation costs. Integrating GIS technology into telecom operations requires substantial financial resources, including the cost of sophisticated software, high-performance hardware, and specialized personnel. Additionally, the implementation process can be complex and time-consuming, often necessitating significant changes to existing workflows and systems. These factors can be particularly challenging for smaller telecom operators and those in emerging markets, potentially hindering the widespread adoption of GIS solutions despite their long-term benefits. This financial barrier remains a critical challenge for the market's growth.

Impact of Covid-19 on the GIS in Telecom Sector Market

The COVID-19 pandemic has had a profound impact on the GIS in telecom sector market, accelerating the adoption of digital solutions and reshaping operational strategies. With the surge in remote work, online education, and digital services, the demand for reliable and expansive telecom networks has skyrocketed. GIS technology has become indispensable for telecom companies in managing this increased demand, aiding in network optimization ...

Business Licenses issued in Sandy Springs, GA, as of 6/1/2020. Data is exported from the Sandy Springs Revenue Department. The addresses are geocoded against the address point layer. Locations shown are approximateAll businesses located in the City of Sandy Springs are required to hold a valid Business Occupational Tax Certificate, often referred to as a business license, and pay Business Occupational Taxes. There are additional requirements for businesses who sell alcohol, businesses who rent short-term accommodations (hotels/motel etc.) and businesses who rent vehicles.Learn more about business licenses at Sandy Springs:https://www.sandyspringsga.gov/business/business-regulations-and-licensing

Geographic Information System Software Market Outlook

The global Geographic Information System (GIS) Software market size was valued at approximately USD 7.8 billion in 2023 and is projected to reach USD 15.6 billion by 2032, growing at a compound annual growth rate (CAGR) of 8.3% during the forecast period. This impressive growth can be attributed to the increasing demand for efficient data management tools across various industries, which rely on spatial data for decision-making and strategic planning. The rapid advancements in technology, such as the integration of AI and IoT with GIS software, have further propelled the market, enabling organizations to harness the full potential of geographic data in innovative ways.

One of the primary growth drivers of the GIS Software market is the burgeoning need for urban planning and smart city initiatives worldwide. As urbanization trends escalate, cities are increasingly relying on GIS technology to manage resources more effectively, optimize transportation networks, and enhance public safety. The ability of GIS software to provide real-time data and spatial analysis is vital for city planners and administrators faced with the challenges of modern urban environments. Furthermore, the trend towards digital transformation in governmental organizations is boosting the adoption of GIS solutions, as they seek to improve operational efficiency and service delivery.

The agricultural sector is also experiencing significant transformations due to the integration of GIS software, which is another pivotal growth factor for the market. Precision agriculture, which involves the use of GIS technologies to monitor and manage farming practices, is enabling farmers to increase crop yields while reducing resource consumption. By leveraging spatial data, farmers can make informed decisions about planting, irrigation, and harvesting, ultimately leading to more sustainable agricultural practices. This trend is particularly prominent in regions where agriculture forms a substantial portion of the economy, encouraging the adoption of advanced GIS tools to maintain competitive advantage.

Another influential factor contributing to the growth of the GIS Software market is the increasing importance of environmental management and disaster response. GIS technology plays a crucial role in assessing environmental changes, managing natural resources, and planning responses to natural disasters. The ability to overlay various data sets onto geographic maps allows for better analysis and understanding of environmental phenomena, making GIS indispensable in tackling issues such as climate change and resource depletion. Moreover, governments and organizations are investing heavily in GIS tools that aid in disaster preparedness and response, ensuring timely and effective action during emergencies.

The evolution of GIS Mapping Software has been instrumental in transforming how spatial data is utilized across various sectors. These software solutions offer robust tools for visualizing, analyzing, and interpreting geographic data, enabling users to make informed decisions based on spatial insights. With the ability to integrate multiple data sources, GIS Mapping Software provides a comprehensive platform for conducting spatial analysis, which is crucial for applications ranging from urban planning to environmental management. As technology continues to advance, the capabilities of GIS Mapping Software are expanding, offering more sophisticated features such as 3D visualization and real-time data processing. These advancements are not only enhancing the utility of GIS tools but also making them more accessible to a wider range of users, thereby driving their adoption across different industries.

Regionally, North America and Europe have traditionally dominated the GIS Software market, thanks to their robust technological infrastructure and higher adoption rates of advanced technologies. However, Asia Pacific is expected to witness the highest growth rate during the forecast period, driven by rapid urbanization, increased government spending on infrastructure development, and the expanding telecommunications sector. The growing awareness and adoption of GIS solutions in countries like China and India are significant contributors to this regional growth. Furthermore, Latin America and the Middle East & Africa regions are slowly catching up, with ongoing investments in smart city projects and infrastructure development driving the demand for GIS software.

Component Analysis</h2&

Global demands for agricultural and forestry products provide economic incentives for deforestation across the tropics. Much of this deforestation occurs with a lack of information on the spatial distribution of benefits and costs of deforestation. To inform global sustainable land-use policies, we combine geographic information systems (GIS) with a meta-analysis of ecosystem services (ES) studies to perform a spatially explicit analysis of the trade-offs between agricultural benefits, carbon emissions, and losses of multiple ecosystem services because of tropical deforestation from 2000 to 2012. Even though the value of ecosystem services presents large inherent uncertainties, we find a pattern supporting the argument that the externalities of destroying tropical forests are greater than the current direct economic benefits derived from agriculture in all cases bar one: when yield and rent potentials of high-value crops could be realized in the future. Our analysis identifies the Atlantic Forest, areas around the Gulf of Guinea, and Thailand as areas where agricultural conversion appears economically efficient, indicating a major impediment to the long-term financial sustainability of Reducing Emissions from Deforestation and forest Degradation (REDD+) schemes in those countries. By contrast, Latin America, insular Southeast Asia, and Madagascar present areas with low agricultural rents (ARs) and high values in carbon stocks and ES, suggesting that they are economically viable conservation targets. Our study helps identify optimal areas for conservation and agriculture together with their associated uncertainties, which could enhance the efficiency and sustainability of pantropical land-use policies and help direct future research efforts.

[Metadata] Summary: County Zoning for the Island of Maui as of October 2023. Source: County of Maui. Description: Island of Maui Land Use Zoning Designations, Maui County Code, Chapter 19, Zoning. Created by Maui County Planning Department from various Land Zoning maps and comprehensive zoning ordinances as of October 2023. For more information, please refer to metadata at https://files.hawaii.gov/dbedt/op/gis/data/cty_zoning_mau.pdf or contact the Maui County Planning Department at planning@mauicounty.gov or the Hawaii Statewide GIS Program, Office of Planning and Sustainable Development, State of Hawaii; PO Box 2359, Honolulu, Hi. 96804; (808) 587-2846; email: gis@hawaii.gov; Website: https://planning.hawaii.gov/gis.This data layer is intended to be used as a guide for planning purposes only and should not be used for boundary interpretations or other spatial analysis beyond the limitations of the data. Final confirmation of zoning must be provided by the County of Maui Department of Planning. The County of Maui shall have no other liability with regard to the digital zoning map. The County of Maui does not warrant that the map will meet the requirements of users or that the map will be error free, or that map defects will be corrected. The entire risk as to the quality and usefulness of the map and zoning designations and the entire risk arising out of the use or performance of this map and documentation rests with the user. In no event shall the County of Maui, or anyone else involved in the creation, production or delivery of this map, be liable for any damages whatsoever whether in contract or in tort, including but not limited to lost profits, lost savings, lost data, business interruption, computer failure or malfunction, or other pecuniary loss or any direct, indirect or incidental damages or other economic consequential damages, or for any claim or demand against the County of Maui by any other party, arising out of the use or inability to use this map, even if the County of Maui, or anyone else involved in the creation, production or delivery of this map, has been advised of the possibility of such damages.The limitation of remedies described in this Section also apply to any third-party supplier of materials to the County of Maui. The limitations of liabilities of the County of Maui and its third-party suppliers are not cumulative. Each such third-party supplier is an intended beneficiary of this Section.While the County of Maui has made every effort to offer the most current and correct information as possible, inadvertent errors in information are possible and said Zoning Map is not guaranteed and without warranty of any representation. Please contact the Planning Department’s Zoning and Administration Division at (808) 270-7253 if you believe there is an error with the map or have questions or concerns.

Digital Mine Solution Market Outlook

The global digital mine solution market size is projected to grow significantly from USD 8.3 billion in 2023 to USD 20.1 billion by 2032, reflecting a robust compound annual growth rate (CAGR) of 10.4%. This impressive growth is fueled by the increasing adoption of automation and digital technologies in the mining sector, aimed at enhancing operational efficiency, safety, and productivity.

One of the primary growth factors in the digital mine solution market is the rapid advancement in technology, particularly in the areas of AI, IoT, and big data analytics. These innovations enable mining companies to optimize their operations through precise monitoring and control, predictive maintenance, and enhanced decision-making capabilities. Automation and digitalization are becoming crucial in addressing the challenges of resource depletion, fluctuating commodity prices, and stringent environmental regulations. The ability to leverage real-time data and insights significantly reduces operational costs and enhances the overall efficiency of mining operations.

Environmental sustainability is another crucial driver of market growth. With growing global concerns over environmental degradation and climate change, mining companies are under increasing pressure to adopt eco-friendly practices. Digital mine solutions facilitate better environmental monitoring and compliance with regulatory requirements. Technologies such as remote sensing and GIS (Geographic Information Systems) are used to monitor environmental impacts, enabling companies to take timely corrective actions. This not only helps in reducing the ecological footprint but also improves the social license to operate, which is essential for long-term business viability.

The push for improved safety and security in mining operations is also significantly driving the market. Mining is inherently a high-risk industry, and ensuring the safety of personnel is paramount. Digital mine solutions include advanced safety systems, remote monitoring, and autonomous equipment, which collectively reduce the risk of accidents and enhance the overall security of the mining environment. The integration of these technologies helps in maintaining a safer workplace, thus potentially reducing insurance costs and improving workforce morale.

The integration of Connected Mining Solution is revolutionizing the way mining operations are conducted, offering unparalleled connectivity and data sharing across various mining sites. This solution leverages advanced technologies such as IoT and cloud computing to enable real-time data exchange and collaboration among different stakeholders, including operators, engineers, and management teams. By providing a unified platform for data collection and analysis, Connected Mining Solution enhances decision-making processes and operational efficiency. It allows for seamless integration of various digital tools and systems, ensuring that all aspects of mining operations are synchronized and optimized. This connectivity not only improves productivity but also enhances safety by enabling remote monitoring and control of mining equipment and processes.

Regionally, the market is witnessing substantial growth across various geographies, with Asia Pacific leading the way due to the presence of major mining economies like China, India, and Australia. North America and Europe are also important markets, driven by technological advancements and stringent environmental regulations. Latin America and the Middle East & Africa are showing promising growth, owing to their rich mineral resources and increasing investments in mining infrastructure. The regional variations are influenced by factors such as regulatory frameworks, availability of natural resources, and the pace of technological adoption.

Component Analysis

The digital mine solution market is segmented into software, hardware, and services. The software segment is witnessing significant growth due to the increasing adoption of mining software solutions that facilitate real-time data analytics, predictive maintenance, and operational optimization. These software solutions are integral for transforming raw data into actionable insights, thereby enabling mining companies to streamline their operations and enhance productivity. Advanced software tools are used for various applications such as mine planning, scheduling, fleet management, and asset management, which are critical for efficient mining opera

The spatial analysis software market is experiencing robust growth, driven by increasing adoption across diverse sectors. The market's value is estimated at $5 billion in 2025, demonstrating significant expansion from its historical period (2019-2024). A Compound Annual Growth Rate (CAGR) of 15% is projected from 2025 to 2033, indicating a substantial market expansion to an estimated $15 billion by 2033. Key drivers include the rising need for location intelligence in business decision-making, the increasing availability of geospatial data, and advancements in cloud computing and artificial intelligence (AI) that enhance spatial analysis capabilities. Furthermore, the integration of spatial analysis with other technologies, such as big data analytics and machine learning, is fostering innovation and expanding applications across various industries. The market is segmented by application (e.g., urban planning, environmental monitoring, transportation logistics) and by software type (e.g., GIS software, remote sensing software, spatial statistics software). Leading companies are continuously investing in research and development, leading to the emergence of more sophisticated and user-friendly solutions. Market restraints include the high cost of software licenses and implementation, the complexity of using advanced spatial analysis tools, and the shortage of skilled professionals capable of effectively leveraging these technologies. However, the expanding availability of open-source spatial analysis tools and online training programs is gradually mitigating these barriers. The regional breakdown shows strong growth across North America and Europe, fueled by significant technological advancements and substantial public and private sector investments. The Asia-Pacific region is also poised for significant expansion, driven by rapid urbanization and economic growth. The consistent growth across different segments and regions ensures long-term market stability and offers significant opportunities for both established players and new entrants. The continued convergence of spatial analysis with other technologies will remain a central theme, driving innovation and unlocking further value across numerous sectors.

paregion displays all tax parcels, common areas, and private roadway parcels in Pima County. Known Errors/Qualifications: Parcels are derived from the Pima County Parcel Fabric. A relatively small number of parcels have more than one polygon per parcel, which are displayed as multi-part polygons with a total area for all polygon parts. Subdivision common areas are typical example of where you will find multi-part polygons. Roadway areas that are not assigned a tax code by the Assessor are "True Void" areas, having no polygon or attributes. These include a major portion of county street areas. However, private street areas will have assigned tax codes, attributes, and polygonal shape. The ADDRESS_OL field contains the situs address. ADDRESS_OL only includes situs addresses that have a one-parcel to one-situs address relationship as indicated by an ADR_STATUS field value of "ONE". ADRRESS_OL values that are null or blank mean that the parcel has either no situs address or multiple situs addresses as indicated by ADR_STATUS field values of "NONE" or "MULTIPLE" respectively. The MAIL1 through MAIL5 fields contain the owner name and mailing address. The Full Cash Initial Amount Value, and the Limited Net Assessed (Taxable) Value are displayed for analysis and are not reflective of the Market Value.

Parcel ownership attributes are only appended after validity is audited by the Assessor’s. This may happen some time after the new parcel line work is added. Ownership attributes includes MAIL1-MAIL5, LEGAL1-LEGAL5, both SEQ_NUM fields, LOT, RECORDDATE, and Value fields. If the parcel has not yet been audited, these fields will display Null or NA Lineage: The Parcel Fabric was created using the CAD parcel base drawings, which were migrated to a Parcel Fabric feature dataset on 2/28/2018 using the ESRI local Government Data Model format. Paregion tax parcel are now maintained in the Parcel Fabric. ADR_STATUS field was added on 3/5/2019 to help identify the type of situs address field ADDRESS_OL. Spatial Domain: Pima County Rectified: parcel Maintenance Organization: PC ITD GIS Maintenance Description: The "Paregion Assembly" process runs every night. Parcel Type 7 are selected from the Parcel Fabric and then through a series overlay processes geospatial attributes are added. Then Assessor attributes are added using a parcel ID join with AsrData and Tax Assembly tables. Maintenance Frequency: Daily Library Input: GDB Spec Primary Source Organization: PC ITD GIS Primary Source Contact: Jack Avis Primary Source Document: Parcel Fabric Features Primary Source Date: 20180711 Primary Source Scale: 200.0 Primary Source Format: Geodatabase Secondary Source Organization: Pima County Assessor Secondary Source Document: Assessor databases - AsrData and Tax Assembly Secondary Source Format: Database GIS Contact: Jack Avis

MapGuide Layer Name: Parcels - Pima MapGuide Scale Range: 0 - 25000

The Location Analytics Tools market is experiencing robust growth, projected to reach $15 billion in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 16.93% from 2025 to 2033. This expansion is fueled by several key drivers. The increasing adoption of location-based services across diverse sectors like transportation, retail, BFSI (Banking, Financial Services, and Insurance), media and entertainment, and telecommunications is a significant factor. Businesses are leveraging location data to optimize operations, personalize customer experiences, and gain a competitive edge. Furthermore, advancements in technologies such as GPS, GIS (Geographic Information System), and big data analytics are enabling more sophisticated location intelligence solutions. The market is segmented by end-user and type of location (outdoor and indoor), reflecting the diverse applications of these tools. North America currently holds a significant market share due to early adoption and the presence of major technology companies, but the Asia-Pacific region is expected to witness substantial growth in the coming years driven by increasing digitalization and infrastructure development. Competitive dynamics are shaped by a mix of established players like Google (Alphabet Inc.), Microsoft, and IBM, and innovative startups offering specialized solutions. These companies are employing various competitive strategies, including mergers and acquisitions, partnerships, and product innovation, to secure market share and cater to the evolving needs of businesses. The market faces certain restraints, such as data privacy concerns and the complexity involved in integrating location analytics into existing systems. However, the overall growth trajectory remains positive, indicating significant opportunities for market participants. The forecast period (2025-2033) anticipates continued expansion, driven by rising demand for real-time location intelligence and the increasing availability of high-quality location data. The transportation sector, for instance, benefits from route optimization and fleet management capabilities offered by these tools, while retailers utilize them for targeted advertising and store location analysis. The BFSI sector uses location analytics for risk management and fraud detection, highlighting the versatility of this market. The growing integration of location analytics with other emerging technologies like IoT (Internet of Things) and AI (Artificial Intelligence) further enhances its capabilities, promising even more innovative applications in the future. This convergence is expected to further accelerate market growth and drive innovation in location-based services, solidifying the long-term prospects of this dynamic market.