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Cloud

The LEARN Tool: Everything You Need to Know About its Exciting 2025 Updates

Launched in 2021, the Land Emissions and Removals Navigator (LEARN) Tool was designed to help communities easily measure greenhouse gas (GHG) emissions resulting from land use changes. The tool enables users to intuitively analyze how forests and trees impact GHG emissions using land use and land cover data. In its latest update, Blue Raster collaborated with the Woodwell Climate Research Center, ICLEI – Local Governments for Sustainability, and the World Resources Institute to expand its features, giving local governments and landowners even more tools to understand and manage the carbon stored in their forests and trees.

Blue Raster supported the initial development of the LEARN Tool to address a significant gap in existing carbon accounting methods. Traditionally, previously analyses have focused on measuring their emissions from energy and transportation sectors, while the emissions and removals from land-use change and forestry have been overlooked. However, these land-based emissions and removals are responsible for a significant proportion of the carbon footprint, particularly in rural areas.

What’s New in the LEARN Tool?

LEARN Tool

The latest iteration of the the LEARN Tool was built with the ArcGIS Maps SDK for JavaScript and utilizes geoprocessing and image services hosted in an ArcGIS Enterprise environment.

The updated analysis in the LEARN Tool now includes the latest maps of Mature and Old Growth Forests, along with their protected status, offering a more comprehensive view of forest ecosystems. In addition to reporting net GHG emissions, the tool breaks down the total forest area by age and protection level, while calculating the carbon stored within each category. This deeper insight allows communities to understand the critical role forests play in carbon sequestration and climate mitigation.

With this information, users can easily identify high-value areas for preservation, develop strategies to protect mature and old growth forests, and take actionable steps to reduce greenhouse gas emissions. By highlighting the connection between forest preservation and climate impact, the LEARN Tool empowers communities to make informed decisions that align with their environmental goals.

Blue Raster also enhanced the LEARN Tool’s greenhouse gas analysis module with the latest National Land Cover Database (NLCD) data and added the ability for users to customize carbon factors with their own data. The default carbon factors used by the tool are derived from the Forest Inventory and Analysis database, providing a reliable foundation for calculating greenhouse gas emissions. Now, users can upload local carbon data tailored to their specific community, enabling more accurate and precise analysis.

Finally, the tool’s user interface has been revamped, making it even easier to run analyses and interpret results. These updates provide users with greater flexibility, improved accuracy, and a more streamlined experience as they work to understand and address the role of forests in greenhouse gas emissions.

Image of Analysis Panel showing tables of Area and Carbon Stocks categorized by forest age and protections status

Our Commitment to Conservation and Addressing Climate Challenges

Blue Raster is deeply committed to supporting conservation efforts and empowering communities with the tools they need to address climate challenges. This commitment drives our continuous development of the Land Emissions and Removals Navigator (LEARN) Tool, ensuring it remains at the forefront of innovation in measuring and managing greenhouse gas emissions from land use changes.

By collaborating with leading organizations and integrating the latest data and technologies, we strive to make the LEARN Tool a comprehensive and accessible resource for local governments, landowners, and conservationists. Our dedication to refining and expanding the tool reflects our belief in the power of actionable insights to promote sustainable land management and protect valuable ecosystems for future generations.

At Blue Raster, we are proud to be part of the global effort to create a healthier, more resilient planet.

Learn more about our work here and contact us today to see how we can support your mission and objectives.

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Enhanced Performance with Blue Raster’s Cloud-Managed Services: Integrating Zabbix and ArcGIS Monitor for Proactive Management

At Blue Raster, we understand that organizations rely on uninterrupted access to their geospatial data and services. With the rapid shift towards cloud-based infrastructure, it’s essential to have a solution that not only supports deployment and scalability but also proactively manages and monitors these environments. That’s where our cloud-managed services come in, offering an all-encompassing solution designed to ensure your ArcGIS Enterprise environment runs smoothly and efficiently.

 

 

Why Cloud-Managed Services Matter

 

The complexity of modern GIS environments means that organizations need to stay ahead of potential issues before they impact performance or cause downtime.

Managing an ArcGIS Enterprise environment involves more than just deploying servers—it requires constant oversight of infrastructure, software updates, system performance, and security compliance.

Blue Raster’s Cloud-Managed Services provides a comprehensive solution, taking the burden off your internal teams and ensuring your systems are optimized and up-to-date.

 

Zabbix and ArcGIS Monitor: A Perfect Partnership

One of the key features of our managed services is proactive monitoring. We leverage industry-leading tools such as Zabbix and ArcGIS Monitor to give clients visibility into system performance, helping to anticipate issues before they become problems.

  • Zabbix, a powerful and highly customizable monitoring tool, offers real-time monitoring of cloud infrastructure, allowing us to track server health, certificate expirations, license renewals, and more.
  • ArcGIS Monitor provides deep insights into the health and performance of your ArcGIS Enterprise deployment, tracking usage patterns, service response times, and system resources.

While both capable of working as standalone monitoring solutions, the ability of Zabbix and ArcGIS Monitor to work in tandem creates a dynamic duo, offering comprehensive monitoring across both your infrastructure and GIS-specific components. This ensures that our team can monitor everything from hardware utilization to application-level performance. By utilizing both tools, Blue Raster can help you maximize uptime, optimize resources, and ensure that your GIS operations are always running at peak efficiency.

Cloud-Managed Services Tailored to Your Needs

Our managed services aren’t just about keeping the lights on—they’re about future-proofing your investment in GIS technology. With our cloud management services, you can be rest assured that you’ll have a partner dedicated to not only monitoring your systems but also optimizing them for long-term success. Whether it’s managing updates to ArcGIS Enterprise, renewing licenses, or ensuring security patches are applied, Blue Raster has you covered.

Let Us Handle the Heavy Lifting

With over two decades of experience as an Esri Partner, Blue Raster’s team of DevOps engineers and GIS experts are equipped to handle the most complex cloud environments. We offer a tailored approach to meet your organization’s unique needs, ensuring that your GIS infrastructure stays secure, efficient, and scalable. Our services go beyond deployment to provide continuous monitoring, management, and optimization.

By incorporating tools like Zabbix and ArcGIS Monitor, we not only track the performance of your entire GIS ecosystem but also give you peace of mind knowing that potential issues are caught early. This allows your organization to focus on what matters—delivering value through GIS, without worrying about downtime or performance bottlenecks.

 

Contact us today and learn how we can help you maximize your system performance.

 

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Blue Raster Pioneering Imagery Management Technology and Delivery Workflows with ArcGIS

Many organizations prioritize the accessibility of imagery and image-derived products for visualization and analysis among both internal and external users. As such, efficient  management and delivery workflows are crucial for these organizations to fully harness the power of spatial data and maximize their product impact. Use cases for aerial images and raster data include land cover classification, urban planning, natural resource management, emergency response and disaster management, precision agriculture and conservation, environmental monitoring and change detection/climate change analysis.

Blue Raster specializes in utilizing the robust capabilities of GIS and cloud services to facilitate the seamless assembly, analysis, management and dissemination of multiresolution imagery, and raster data from different sources and timeframes. Our expertise helps organizations enhance their spatial data management and analysis capabilities.

Employing ArcGIS for Imagery Hosting, Analysis & Management

Empowered by cutting-edge technology, Blue Raster excels in tapping into the full potential of ArcGIS for image hosting, analysis, and delivery workflows across ArcGIS Enterprise, ArcGIS Pro, and ArcGIS Online. With ArcGIS Image Server and ArcGIS Image for ArcGIS Online, we enable organizations to host and conduct dynamic imagery analysis on an unprecedented scale.

The scalability and performance of ArcGIS Image Server redefines the boundaries of what is achievable in geospatial analytics. Additionally, by integrating imagery into the ArcGIS Online platform, organizations can create compelling and informative maps that facilitate a deeper understanding of their spatial data.

Providing On-Demand Imagery Delivery Services

We specialize in providing swift, on-demand collection and smooth delivery of imagery through versatile means including API keys, custom widgets, online user interfaces, and application plugins. Our expertise ensures that you have the necessary tools and support to cater to diverse requirements and preferences.

Whether you need quick access to specific imagery, or a tailored solution embedded within your applications, Blue Raster stands ready to assist, offering a range of flexible and efficient options to meet your unique needs.

Furthermore, we recognize the importance of seamless delivery workflows in ensuring timely access to critical imagery resources. Our solutions are designed to optimize delivery pipelines, minimizing latency and maximizing efficiency. Whether it's delivering imagery to remote field teams or integrating seamlessly with existing systems, we prioritize speed, reliability, and scalability to meet the dynamic needs of our clients.

Our commitment to innovation extends beyond just technology; it's ingrained in our culture. We're constantly exploring new ways to push the boundaries of what's possible, whether it's through advancements in artificial intelligence, cloud computing, or data visualization. By staying at the forefront of technological innovation, we empower our clients to stay ahead of the curve and achieve their objectives with confidence. Our teams of professionals are here to assist you in developing and deploying your delivery workflows.

Pioneering Collaborative Cloud-Based Imagery Management

For over a decade, Blue Raster has been working with clients and partners to deliver large volumes of imagery to support various geospatial workflows. Our cloud specialty has opened new frontiers for collaborative  management. Maximizing the cloud's scalability, organizations can now store, share, and analyze vast amounts of data in real-time. This not only streamlines internal processes but also facilitates effortless collaboration with external stakeholders.

Across the globe, our clients and partners are employing our services to manage and deliver their imagery to support their projects and organizational goals. Here are some examples:

Learn more about our work here

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Transform Your Website with AI Services to Enhance Capabilities

In more recent times, the integration of Artificial Intelligence (AI) has marked a transformative shift in modern technology. As industries across the globe embrace the potential of artificial intelligence, it has become an integral force driving innovation and efficiency. From machine learning algorithms that optimize processes to natural language processing systems that enhance communication, artificial intelligence is revolutionizing how we interact with and harness the power of technology.

Employing the robust capabilities of Amazon Web Services (AWS), OpenAI (ChatGPT), Flowise and PostgreSQL, Blue Raster engineered a cutting-edge solution capable of processing various data types such as PDFs, text files, websites, and GitHub repositories. This solution is a key feature of our latest offering: an embeddable chatbot that allows website visitors to interact with data in a conversational manner, turning any website into a dynamic data-driven experience.

 

Implementation of RAG Architecture to Create Chatbot

Blue Raster recently integrated the Retrieval-Augmented Generation (RAG) architecture into its systems. RAG is a cutting-edge model architecture that combines the strengths of both retrieval-based and generation-based AI to amplify the capabilities of conversational systems.

Key components of RAG include:

Retrieval-Based Approach: Utilizes a knowledge base to fetch pertinent information, ensuring the model delivers contextually accurate answers.

Generation-Based Approach: Employs generative capabilities to craft novel responses, especially when answers aren't directly available in the knowledge base.

Augmentation: Enhances the generative process by incorporating retrieved data, resulting in accurate and contextually relevant responses.

By fusing these elements, RAG overcomes the constraints of purely generative or retrieval-based models. It ensures factual and coherent interactions, making it an excellent fit for tasks requiring nuanced language understanding and generation.

 

Architectural Blueprint for Chatbot Deployment

In this streamlined workflow, developers commit code to the GitHub repository, triggering GitHub Actions to automate the building and pushing of a Docker image to AWS ECR. The Docker image is then deployed onto an EC2 instance where the application interfaces with the database. User interaction is facilitated through routing, with a Load Balancer efficiently managing traffic. The entire communication is secured through TLS termination, ensuring a robust and protected HTTPS connection throughout the process. This architecture guarantees high availability and security and streamlines updates and maintenance through an automated continuous integration/continuous deployment (CI/CD) pipeline, ensuring clients can receive dynamic and adaptable services.

Surging Forward with AI

The chatbot service is a testament to the efficiency and reliability of modern deployment strategies, incorporating various AWS services and GitHub within a CI/CD pipeline for seamless development and deployment processes. It is more than just a tool; it's a conversation starter, a problem solver, and a data navigator, all rolled into one intuitive package. With the implementation of the RAG model and a robust CI/CD pipeline, we ensure that your website is not only equipped with the latest in AI but also future-proofed against the rapidly evolving digital landscape.

Integrating an AI chatbot into your web platform can revolutionize user experience and bolster your online capabilities. These intelligent virtual assistants offer instantaneous responses to user queries, ensuring round-the-clock availability and personalized interactions. Using natural language processing and machine learning algorithms,  chatbots can understand user intent, provide relevant information, and even execute tasks seamlessly. Its versatility spans from customer support and lead generation to product recommendations and content delivery, enhancing engagement and driving conversions.

Furthermore, these chatbots continuously learn from interactions, refining their responses and adapting to user preferences over time. This not only streamlines communication but also empowers businesses to gather valuable insights into customer behavior, preferences, and pain points, facilitating informed decision-making and fostering long-term relationships with their audience.

 

Contact us today to explore how our AI solutions can transform your online presence and open a world of opportunities for your business.

 

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ArcGIS Monitor Maintains Healthy ArcGIS Enterprise for Collin County, TX

Blue Raster worked to deploy a well-architected ArcGIS Enterprise installation to support the growing GIS user base of Collin County, Texas. Just north of the Dallas – Fort Worth metropolitan area, Collin County has a rapidly growing population of over 1 million residents. With such a large and growing GIS practice to manage, the county looked to Blue Raster to install ArcGIS Monitor to aid in monitoring its GIS infrastructure and ensure that it stays up and running.

What is ArcGIS Monitor?

ArcGIS Monitor is a powerful tool from Esri that allows organizations to monitor the health of GIS infrastructure in real-time. It can help organizations identify and fix issues before they become major problems, saving time and money in the long run. This tool excels in:

  • Real-time monitoring of environments
  • Alerting and notifications for issues
  • Collection and analysis of performance data
  • Detailed resource utilization reporting
  • Monitoring of security events
  • Visualization of data in dashboards and reports

ArcGIS Monitor displaying performance metrics for Collin County's ArcGIS Enterprise

ArcGIS Monitor Provides Real-Time Performance Metrics for ArcGIS Enterprise

ArcGIS Monitor Helps Identify and Resolve Issues 

Blue Raster worked with Collin County to deploy a robust, well-architected installation of ArcGIS Enterprise 10.9.1 on-premises in 2022 and later added ArcGIS Monitor to maintain a healthy and stable environment. With Monitor, improved insights were apparent quickly with better visibility and quantification for issues related to Collin County's enterprise GIS. The tool saves time for GIS Supervisor Bret Fenster, providing a single location to monitor all components of ArcGIS Enterprise and make quick decisions based on real-time metrics.

"With ArcGIS Monitor, we’re able to assess the performance of our services and multi-server environment easily. Before we had Monitor, we had to RDP into each server to see exactly what was going on. Now, we can see CPU and RAM performance with one login and a well-crafted dashboard configured by our consultant, Blue Raster. "

- Bret Fenster, GIS Supervisor, Collin County

With improved visibility and insights into their ArcGIS Enterprise, Bret and his team were able to immediately address patterns they noticed with server performance and allocate more resources to the problem. The deeper level of metrics provided by ArcGIS Monitor helped Bret and team to address data and content governance with their internal customers, improving performance for all users of ArcGIS Enterprise.

ArcGIS Dashboard displaying metrics from ArcGIS Monitor

ArcGIS Monitor Displays Metrics Highlighting Need More Server Resources

"We’re able to determine where we need more resources immediately. For example, recently we noticed our hosting server began to consume more RAM (90%). We worked with our server team to get 12GB added to the VM. After the increase in RAM, the hosting server continued to use more RAM and motivated the team to look at ArcGIS Server manager and inventory the services. We noticed some new, unexpected layers published from our internal portal that were created by another team. We were able to contact that department and remove the services that were creating the impact and resolve the issue."

- Bret Fenster, GIS Supervisor, Collin County

ArcGIS Dashboard displaying metrics from ArcGIS Monitor

ArcGIS Monitor Displays Improved Performance of ArcGIS Enterprise after Increasing Server Resources & Addressing Data Publishing Governance

Is ArcGIS Monitor Right for You?

Collin County’s success with implementing ArcGIS Monitor for their ArcGIS Enterprise deployment demonstrates that the insights and resulting solutions stemming from the data collected and visualized provides value to the County’s GIS and IT teams. The ability to support observations with quantified metrics empowers Collin County’s team to maintain a performant enterprise GIS environment and reduce downtime. Blue Raster strongly recommends including Monitor in all new deployments of ArcGIS Enterprise or adding it to existing installations. If your organization would like better insights into your enterprise GIS environments, please explore our ArcGIS Monitor Page and Contact Us Today!

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