The Crisis Mapping Toolkit (CMT) is a collection of tools for processing geospatial data (images, satellite data, etc.) into cartographic products that improve understanding of large-scale crises, such as natural disasters. The cartographic products produced by CMT include flood inundation maps, maps of damaged or destroyed structures, forest fire maps, population density estimates, etc. CMT is designed to rapidly process large-scale data using Google Earth Engine and other geospatial data systems.

The Crisis Mapping Toolkit (CMT) is a collection of tools for processing geospatial data (images, satellite data, etc.) into cartographic products that improve understanding of large-scale crises, such as natural disasters. The cartographic products produced by CMT include flood inundation maps, maps of damaged or destroyed structures, forest fire maps, population density estimates, etc. CMT is designed to rapidly process large-scale data using Google Earth Engine and other geospatial data systems.

The 2020 Census and redistricting cycle will manifest itself in the United States Congress and state legislatures across the country. Consider the analysis of the midterm elections has been in your state. Yet even though it seems as though discussions about redistricting should be over, every year new students need to learn about elections at the federal, state, and local levels, including where lines are drawn to create electoral districts. This overview of the GeoCivics project will provide educators with materials to engage students in hands-on exploration of this process, from understanding population movement to analyzing current maps. Redistricting may be taught through historical, legal, economic, and geographic frameworks, providing an opportunity to introduce students to online mapping tools, which are increasingly prevalent for understanding, collecting, and analyzing a variety of data.This presentation goes along with the NCGE webinar from Nov 2022 https://ncge.org/uncategorized/join-the-meeting/?nocache=1866932227&playlist=8f8758a&video=d690900Geo Civics - - https://geocivics.uccs.edu/

Check Market Research Intellect's Application Mapping Tools Market Report, pegged at USD 1.2 billion in 2024 and projected to reach USD 2.5 billion by 2033, advancing with a CAGR of 9.5% (2026-2033).Explore factors such as rising applications, technological shifts, and industry leaders.

Discover the booming GIS mapping tools market! This in-depth analysis reveals a $15B market in 2025 projected to reach $39B by 2033, driven by cloud adoption, AI integration, and surging demand across sectors. Explore key trends, leading companies (Esri, ArcGIS, QGIS, etc.), and regional growth forecasts.

Author: ANN WURST, NGS TEACHER CONSULTANTGrade/Audience: grade 6, grade 7, grade 8, high school, ap human geography, post secondary, professional developmentResource type: activitySubject topic(s): cartography, maps, regional geographyRegion: worldStandards: TEXAS TEKS (19) Social studies skills. The student applies critical-thinking skills to organize and use information acquired through established research methodologies from a variety of valid sources, including technology. The student is expected to: (A) analyze information by sequencing, categorizing, identifying cause-and-effect relationships, comparing, contrasting, finding the main idea, summarizing, making generalizations and predictions, and drawing inferences and conclusions; (B) create a product on a contemporary government issue or topic using critical methods of inquiry; (D) analyze and evaluate the validity of information, arguments, and counterarguments from primary and secondary sources for bias, propaganda, point of view, and frame of reference; Objectives: Students will keep a list of the toolkit 'helpers' in their notebook and use the elements to process/apply information in various formats such as short answers responses, tickets out the door, setting up writing samples for world geo, AP Human Geo and other courses involving the study of geographic concepts. Summary: Students can use these 'hooks' in their study of cartography/map making , can be applied in every unit where map skills are needed. Helps further critical thinking skills.

The size of the GIS Mapping Tools market was valued at USD XXX million in 2024 and is projected to reach USD XXX million by 2033, with an expected CAGR of XX % during the forecast period.

As part of the Equity Through Acesss project, DVRPC created the ETA Map Toolkit and Priority Score. This interactive web-based tool demonstrates concentrations of need and opportunity, as well as disparities in access to essential health services like hospitals, health clinics, recreational spaces, senior centers, and more in the Greater Philadelphia region. Users can view layers representing different datasets including distributions of vulnerable populations, the locations of essential services, and areas where transit access is low. These three variables were combined to create the Priority Score map, which visualizes areas where new public transit connections could be made, changed, or improved to bridge access gaps in the future.

The main objective of the mapping tool is to provide a simple and useable platform for MSs to map their country-specific standard terminology to that used by EFSA and to enable the production of an XML file for the submission of sample or aggregated-based zoonoses monitoring data via the DCF.

The catalogues and the specific hierarchy of each data model (AMR, ESBL, PRV, FBO, POP and DST) are already inserted into each of the specific mapping tool. Specific Excel mapping tools correspond to each of the six data models are available.

You can choose between the dynamic or the manual version of the tool.

Discover the booming GIS Mapping Tools market! Explore key trends, growth drivers, and leading companies in this $15 billion industry projected to reach $28 billion by 2033. Learn about cloud-based solutions, regional market shares, and the future of geographic information systems.

According to Cognitive Market Research, the global Mind Mapping Tool market size was USD 5124.5 million in 2024. It will expand at a compound annual growth rate (CAGR) of 8.80% 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 2049.80 million in 2024 and will grow at a compound annual growth rate (CAGR) of 7.0% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 1537.35 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 1178.64 million in 2024 and will grow at a compound annual growth rate (CAGR) of 10.8% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD 256.23 million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.2% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 102.49 million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.5% from 2024 to 2031.
The Cloud-based category is the fastest growing segment of the Mind Mapping Tool industry

Market Dynamics of Mind Mapping Tool Market

Key Drivers for Mind Mapping Tool Market

Increasing Adoption of Digital Tools for Enhanced Productivity and Organization to Boost Market Growth

The increasing adoption of digital tools for enhanced productivity and organization has been a major driver in many industries, especially in the context of digital transformation. Digital tools enable businesses and individuals to automate repetitive tasks, streamline workflows, and manage time more effectively, significantly enhancing overall productivity. Although many digital tools offer long-term savings, the initial investment in licenses, training, and setup can be a barrier, especially for small businesses or individuals with limited resources. While the adoption of digital tools offers significant benefits, such as enhanced productivity, cost savings, and improved collaboration, businesses must carefully manage the associated challenges, including high costs, security concerns, and integration complexities. Addressing these restraints while leveraging the key drivers will be essential for organizations looking to integrate digital tools into their operations successfully.

Rising demand for visual representation to improve brainstorming and creativity

The rising demand for visual representation to improve brainstorming and creativity is driven by several key factors. Visual tools enhance information retention and idea generation, making complex concepts easier to understand. The growing adoption of digital collaboration platforms fuels this demand as remote teams seek efficient ways to share ideas. Additionally, the increased focus on innovation and creative problem-solving in businesses accelerates the use of visual aids like mind maps, flowcharts, and interactive diagrams. This trend is further supported by advancements in software tools that allow real-time visualization, fostering greater collaboration, faster decision-making, and enhanced creativity.

Restraint Factor for the Mind Mapping Tool Market

Expensive software integration limits widespread adoption in businesses

The high cost of software integration is a major restraint limiting widespread adoption among businesses. The initial expenses, including licensing, implementation, and ongoing maintenance, can be prohibitive, especially for small to medium-sized enterprises (SMEs). Additionally, the need for specialized personnel and training further adds to the financial burden. Businesses may delay or avoid adoption to allocate resources elsewhere, affecting their ability to remain competitive. The complexity and time required to integrate new software into existing systems can also deter companies, as it may disrupt operations and incur additional costs, limiting scalability and overall ROI.

Impact of Covid-19 on the Mind Mapping Tool Market

The COVID-19 pandemic significantly accelerated the adoption of mind-mapping tools. Remote work and online learning necessitated efficient tools for brainstorming, note-taking, and project management. Mind mapping tools offer a visual and intuitive way to organize information, collaborate remotely, and enhance productivity. This surge in demand drove market ...

This dataset contains the original images, processed images and quantitative measurements generated by the methods described in the paper "Whole-brain tissue mapping toolkit using large-scale highly multiplexed immunofluorescence imaging and deep neural networks".

This science transfer project used a multi-phase approach that included deep learning techniques and geospatial rules to create a habitat map of the St. Louis River estuary. The Project The St. Louis River estuary, which runs along the boundary between Wisconsin and Minnesota in the Duluth-Superior metro area, is a vital resource ecologically, culturally, and economically. The St. Louis River is the largest U.S. tributary to Lake Superior and the second largest tributary in the Lake Superior watershed. In 1987, the Great Lakes Water Quality Agreement designated the 12,000-acre freshwater estuary a Great Lakes Area of Concern because legacy contaminants and disturbances had led to nine key impairments, including loss of fish and wildlife habitat. This project addressed a need identified by the St. Louis River Habitat Workgroup to better understand current conditions to support the identification and prioritization of areas for future restoration and conservation. The project approach included the transfer of a repeatable habitat mapping process developed by the Lake Superior Reserve and partners to a larger area encompassing 57,000 acres of wetlands and adjacent uplands spanning the lower twenty-one miles of the St. Louis River below the Fond du Lac dam. The team applied accessible image classification methods-including use of common machine learning classifiers and freely available, non-proprietary data-to create a reproducible approach that could be adopted in other locations and redeployed at regular intervals to illuminate change over time. In addition to the habitat map and reproducible workflow, the team also produced a change analysis report comparing the 2024 habitat map to the previous St. Louis River Estuary map from 2002.

Discover the booming GIS Mapping Tools market! This in-depth analysis reveals key trends, growth drivers, and leading companies shaping the future of spatial data. Explore market size, CAGR, regional insights, and application segments (Geological Exploration, Urban Planning, etc.). Learn how cloud-based solutions are revolutionizing GIS.

This User's Guide describes a suite of tools developed by the US Fish and Wildlife Service Alaska Peninsula/ Becharof National Wildlife Refuge during 2005 for more efficient monitoring of satellite collared caribou movements and survival. The tools allow for analyses and mapping of satellite collar data by automating many tasks that would otherwise be time consuming, such as the importation of raw satellite data into MS Access and the mapping of satellite data in ArcMap. The tools include a Lotus Notes email database, an MS Access tabular database, and an ESRI ArcMap toolbar. This User's Guide is organized into three sections that describe each of these in detail. Throughout the User's Guide, steps that require the user's action are found in instruction boxes with blue text. Appendices are provided with behind the scenes information about each of the tools. In an effort to keep the User's Guide reasonably short, the code used to run the tools are not included. The code can be made available upon request. Please contact Patty Gude with technical questions regarding these tools: patty@sonoran.org.

The booming GIS Mapping Tools market is projected to reach $45 billion by 2033, driven by cloud adoption and AI. Explore market trends, key players (Esri, Autodesk, Hexagon), and regional growth in this comprehensive analysis.

The global mind mapping tools market is projected to reach a valuation of approximately USD 2.5 billion by 2033, growing at a compound annual growth rate (CAGR) of 12.5% from 2025 to 2033.

The main objective of the mapping tool is to provide a simple and useable platform for MSs to map their country-specific standard terminology to that used by EFSA and to enable the production of an XML file for the submission of sample or aggregated-based zoonoses monitoring data via the DCF.

The catalogues and the specific hierarchy of each data model (AMR, ESBL, PRV, FBO, POP and DST) are already inserted into each of the specific mapping tool. Specific Excel mapping tools correspond to each of the six data models are available.

You can choose between the dynamic or the manual version of the tool.

High Injury Network Mapping Tools Market Outlook

According to our latest research, the global High Injury Network Mapping Tools market size reached USD 1.12 billion in 2024, reflecting a robust demand for advanced analytics in transportation safety and urban planning. The market is projected to grow at a CAGR of 13.7% from 2025 to 2033, reaching an estimated value of USD 3.66 billion by 2033. This growth is primarily driven by heightened awareness of road safety, increasing urbanization, and the integration of intelligent technologies for mapping and mitigating high-risk traffic corridors.

The surge in urbanization and the corresponding rise in traffic congestion have placed immense pressure on city planners and transportation authorities to address road safety proactively. High Injury Network Mapping Tools have emerged as a critical solution, leveraging geospatial analytics and data visualization to identify hazardous road segments where severe injuries and fatalities are most likely to occur. This capability enables targeted interventions, optimizing the allocation of limited resources for maximum impact. The growing adoption of Vision Zero initiatives and similar global road safety campaigns has further accelerated the deployment of these mapping tools, as municipalities and transportation agencies seek data-driven approaches to reduce traffic-related injuries and deaths.

Technological advancements have significantly propelled the High Injury Network Mapping Tools market forward. The integration of artificial intelligence, machine learning, and cloud computing has enhanced the accuracy and scalability of these platforms. Modern mapping tools can now process vast datasets from multiple sources—such as traffic cameras, police reports, and mobile sensors—enabling real-time analysis and predictive modeling. This technological leap has not only improved the precision of high injury network identification but has also expanded the range of applications, from transportation planning to emergency response optimization. Furthermore, the increasing availability of open-source data and the proliferation of smart city initiatives have lowered the barriers to entry for smaller municipalities and research institutions, further broadening market penetration.

Another significant growth factor is the rising emphasis on policy-driven safety interventions and the need for compliance with international road safety standards. Governments and regulatory bodies across the globe are mandating the use of evidence-based methodologies for identifying and addressing high-risk corridors. In response, end-users such as government agencies, urban planners, and transportation authorities are increasingly investing in sophisticated mapping solutions that offer comprehensive analytics, reporting, and visualization capabilities. The ability to demonstrate measurable improvements in road safety outcomes through data-driven decision-making has become a critical success factor, fueling sustained investment in High Injury Network Mapping Tools.

Regionally, North America continues to dominate the High Injury Network Mapping Tools market, driven by substantial investments in transportation infrastructure, advanced technology adoption, and strong regulatory frameworks. Europe follows closely, benefiting from stringent road safety regulations and a high level of urbanization. Meanwhile, the Asia Pacific region is witnessing the fastest growth, propelled by rapid urban expansion, increasing vehicle ownership, and government initiatives aimed at improving road safety. Latin America and the Middle East & Africa are also emerging as promising markets, supported by growing awareness and international funding for transportation safety projects. Overall, the global market landscape is characterized by a dynamic interplay of technological innovation, regulatory mandates, and evolving end-user needs.

Component Analysis

The Component segment of the High Injury Network Mapping Tools market is broadly classified into Software and Services. The software sub-segment encompasses a diverse range of platforms, from standalone desktop applications to integrated cloud-based solutions. These software tools are designed to ingest and analyze large volumes of spatial and non-spatial data, providing users with interactive dashboards, heat maps, and predictive analytics. The rapid evolution of software capabilities, particularly in terms of data integration and

The main objective of the mapping tools is to provide a simple and useable platform for Member states and other reporting countries to map their country-specific standard terminology to that used by EFSA and to enable the production of an XML file for the submission of sample or aggregated-based zoonoses monitoring data via the Data Collection Framework (DCF).

The catalogues and the specific hierarchy of each data model (PRV, FBO, AP, DS and SSD2 for Echinococcus multilocularis) are already inserted into each of the specific mapping tool. Specific Excel mapping tools corresponding to each of the five data models are available.

Dynamic or manual version of the tool can be chosen for the first four data models.

The Emulti_SSD2_tool can be used to report sample-based results of Echinococcus multilocularis under the Commission Delegated Regulation (EU) 2018/772.