Hexagon Geosystems’ Post

#HIRING! #Geospatial #Intelligence Analyst to perform ground-breaking #research into place-based knowledge extraction, human mobility science, geospatial modeling and simulation, and #geosocial #data discovery. Apply, apply, apply!

I would like to continue discussing the challenges that #gisanalyst face in their work. In my previous posts I focused on the difficulties related to GIS applications. Today I want to shift the focus towards the challenges encountered with GIS data acquisition. To make it easier for everyone to keep track of these posts lets use the hashtag #GISanalystchallenges.  Data Availability: One of the primary challenges that #gisanalyst encounter is accessing relevant and up to date data. They rely on a wide range of data sources, including satellite imagery, aerial photography, LiDAR data, and socioeconomic datasets. However obtaining access to these datasets can be challenging due to restrictions, licensing agreements, and limited availability of high quality, and etc. Data Compatibility and Integration: Another challenge for #gisanalyst is ensuring compatibility and seamless integration of datasets from different sources, formats, and coordinate systems. Transforming data, adjusting projections, and resolving inconsistencies require careful attention which is time consuming. Assessing the quality and accuracy of data is crucial for reliable analysis and decision making.  Data Quality and Accuracy: Assessing the quality and accuracy of data is crucial for reliable analysis and decision-making. #gisanalyst often encounter challenges in determining the quality of acquired data. Issues such as data gaps, errors, outdated information, and inconsistent metadata can impact the reliability and validity of analysis results. Cost and Budget Constraints: Acquiring high quality data can be expensive for #gisanalyst since specialized or proprietary datasets often come with a hefty price tag. Budget constraints may limit their ability to access premium datasets or acquire comprehensive coverage over large geographic areas.  Data Resolution and Scale: Furthermore smaller resolution scales may not be readily available which poses another challenge. There are instances where specific areas or remote regions may lack adequate spatial information at desired resolution scales. Timeliness of Data: For certain applications, having access to timely data is crucial. Obtaining real-time or near-real-time data can be a challenge due to limitations in data acquisition processes, data processing times, and availability. #gisanalyst may need to rely on historical data or work with data that has a time lag, which can impact the accuracy and relevance of their analyses. Data Updates and Maintenance:  Data sources frequently undergo changes, such as land cover modifications, infrastructure development, or administrative boundary updates.  What would you say is your biggest challenge you face in acquiring data for your #gis work?

The Evolution of ENVI: Embracing Innovation for a Sustainable Future In the realm of remote sensing and geospatial analysis, ENVI stands as a stalwart, empowering professionals with tools to decipher complex data and unlock insights crucial for informed decision making. Developed by Harris Geospatial Solutions, ENVI has solidified its position as a go-to platform for diverse industries, from environmental monitoring to urban planning and beyond. Understanding ENVI: At its core, ENVI is a comprehensive software suite designed to process, analyze, and visualize geospatial data. Leveraging advanced algorithms and cutting-edge technology, it transforms raw imagery into actionable intelligence, enabling users to extract valuable information about the Earth’s surface and atmosphere. Benefits of ENVI: 1. Enhanced Analysis Capabilities: ENVI offers a wide array of tools for image classification, change detection, spectral analysis, and more, empowering users to delve deep into their data and derive meaningful insights. 2. Integration Flexibility: Compatible with various data formats and sources, ENVI seamlessly integrates with other geospatial tools and workflows, providing a versatile solution for professionals across different domains. 3. Customization and Automation: With customizable workflows and scripting capabilities, ENVI allows users to automate repetitive tasks, streamline processes, and adapt the platform to their specific needs, enhancing efficiency and productivity. 4. Support and Training: Harris Geospatial Solutions provides comprehensive support and training resources, including tutorials, documentation, and user forums, ensuring users can maximize the potential of ENVI and stay up-to-date with the latest developments. Challenges: 1. Complexity: While ENVI offers powerful capabilities, its extensive feature set can be daunting for beginners, requiring a learning curve to fully grasp its functionalities and utilize them effectively. 2. Resource Intensiveness: Processing large datasets and performing complex analyses in ENVI may require substantial computational resources, potentially posing challenges for users with limited access to high-performance computing infrastructure. 3. Cost: As with any sophisticated software solution, the cost of acquiring licenses for ENVI and related modules can be significant, especially for smaller organizations or individual users operating on tight budgets. Conclusion: Despite the challenges it presents, ENVI remains a cornerstone in the field of remote sensing and geospatial analysis, offering unparalleled capabilities for extracting valuable insights from Earth observation data. As technology continues to evolve and the demand for geospatial intelligence grows, ENVI stands ready to meet the challenges of tomorrow, driving innovation and empowering users to make informed decisions for a better, more sustainable future. #gis #gismapping #gisanalyst #gisdeveloper #giscommunity

#GWInsights | Geospatial World’s 𝐂𝐨𝐧𝐬𝐮𝐥𝐭𝐢𝐧𝐠 𝐝𝐢𝐯𝐢𝐬𝐢𝐨𝐧 successfully capped-off the 𝐆𝐞𝐨𝐁𝐮𝐢𝐳 𝐄𝐧𝐠𝐚𝐠𝐞 𝐖𝐞𝐛𝐢𝐧𝐚𝐫 𝐒𝐞𝐫𝐢𝐞𝐬 with the 𝐀𝐏𝐀𝐂 𝐞𝐝𝐢𝐭𝐢𝐨𝐧 on 𝐓𝐡𝐮𝐫𝐬𝐝𝐚𝐲, 𝐀𝐮𝐠𝐮𝐬𝐭 𝟎𝟑, 𝟐𝟎𝟐𝟑.   The APAC region focused webinar witnessed rich deliberations through its two panel discussions that featured a quality mix of eminent representatives from some of the most well-known User organisations and Industry players of the region. 𝐇𝐞𝐫𝐞’𝐬 𝐚 𝐬𝐮𝐦𝐦𝐚𝐫𝐲 𝐨𝐟 𝐭𝐡𝐞 𝐩𝐫𝐨𝐜𝐞𝐞𝐝𝐢𝐧𝐠𝐬:   Geospatial technology is now recognized as a crucial technology market globally. APAC’s geospatial market is the largest today in comparison to all the other regions and is forecasted to be 𝐔𝐒𝐃 𝟐𝟏𝟔 𝐛𝐧 𝐢𝐧 𝟐𝟎𝟐𝟓, 𝐚 𝐫𝐢𝐬𝐞 𝐨𝐟 𝐔𝐒𝐃 𝟓𝟓 𝐛𝐧 𝐟𝐫𝐨𝐦 𝐭𝐡𝐞 𝐲𝐞𝐚𝐫 𝟐𝟎𝟐𝟑.   The APAC region is focusing on becoming a self-reliant region which is leading to the emergence of a lot of start-ups in the HD mapping, Earth Observation and other markets in the geospatial domain. China stands as the largest geospatial market not only in the APAC region but, globally.   𝐇𝐢𝐠𝐡𝐥𝐢𝐠𝐡𝐭𝐬 𝐟𝐫𝐨𝐦 𝐭𝐡𝐞 𝐩𝐚𝐧𝐞𝐥 𝐝𝐢𝐬𝐜𝐮𝐬𝐬𝐢𝐨𝐧𝐬: ·     One of the primary barriers limiting the expansion of the geospatial market is the policy implementation and management. ·     Over the last ten years, both the geospatial and space sectors have advanced, and have been working collaboratively for the public's benefit. ·     Collaboration between the National Geospatial Agencies and industry is important in the region, so that everyone in the ecosystem can mutually benefit. ·     As geospatial is a competitive market, the national governments, academia, and industry players should work together and invest more in strengthening the skills-set within the geospatial ecosystem. ·     To demonstrate and advocate on the potential of geospatial technology, successful use-case studies should be shared with the users. ·     Data interoperability is a challenge for the users looking to adopt geospatial technology. ·     National geospatial agencies should invest in infrastructure development so that both the technology adoption and development can take place simultaneously. ·     Government mandates and subsidies should be made available to make geospatial solutions more affordable so that they could be used even by smaller enterprises. The recording of the program will be made available for the public at the webinar page, soon. We hope you liked the summary and would love to get your thoughts in the comments section below.   Brian Nicholls | Tengku Erina Tengku Nasrudin | Vincent Kessler 葛厚仪 | Kandasri Limpakom | Choon Cheak Sim | Kimberley Worthy | Sarah Hisham | Ananyaa Narain | Archita Shaktawat | Prodipto G. #geospatial #geospatialtechnology #GIS #GEOBIM #DigitalTwin #Space #RemoteSensing #BIM #GeoBuiz #earthobservation #PNT #ResilientPNT #AerialMapping #HDMaps #GKI #IGIF

Don't miss part two of Striveworks's interview with Capella Space Senior Product Manager Brett Foreman about solving some of the greatest challenges with #geospatial analysis. At Capella, we understand the large volume and diversity of datasets available today can be overwhelming. But new tools are emerging to simplify geospatial data processing, making novel datasets like #SAR more accessible than ever. That's why we partner with companies like Striveworks, "because end users want to be empowered to make their own models, so they can run custom analyses to achieve their objectives." https://lnkd.in/gkz5PFx6

In the future, with the significant role played by AI-driven prompts in geospatial data analysis and visualization, I wonder if our demand for colleagues such as GIS Analysts, technicians, and junior developers will decrease. Also, you can reach out #GeoGPT 's showcase demo video on this link below: https://lnkd.in/d7-GTxKE #CustomGPT #GeoGPT #ArtificialIntelligence #GeospatialData

#GeoSmartIndia | GeoSmart India 2023, India’s premier geospatial technology conference kick-starts today at the Hyderabad International Convention Centre (HICC). With forward-looking theme Geospatial Infrastructure and Digital Twins: Powering National Economy, over the next three-days, the event will shed light across the cross-section of the cutting-edge frontiers of geospatial technology and its far-reaching impact on various industries. In his welcome address, Sanjay Kumar, Founder and CEO, Geospatial World said, “The geospatial industry is forecasted to reach $1 trillion but if you analyse its versatile sectoral uses and applications, it has already crossed the trillion dollar mark. Rajan Aiyer, Managing Director, Trimble Inc. India said, “GeoData is IT data on steroids, because IT is concerned with back office software, while geospatial has a very crucial field component – positioning. Geospatial data enables digital use-cases across industries, from agriculture to mining." Agendra Kumar | Esri India | National Mission For Clean Ganga | Vishal Dhupar | NVIDIA | #geospatialtechnology #digitaltwin #geospatialinfrastructure #positioning #agriculture #mining https://lnkd.in/dMFnA32M

The combination of Geospatial Technology and Software Engineering represents a powerful convergence of two distinct yet complementary fields. Geospatial Technology focuses on capturing, analyzing, and visualizing data that has a geographic or spatial component. This can include anything from satellite imagery and aerial photographs to GPS coordinates and topographic maps. It allows us to understand and interact with the world around us in a spatial context. On the other hand, Software Engineering provides the tools and methodologies to design, develop, and maintain software systems. This involves writing code, creating algorithms, and building applications that can process and manipulate data. When these two disciplines come together, it opens up a world of possibilities. For instance, we can develop advanced mapping applications that not only display geographical information but also allow for complex spatial analysis. This can be used in various industries such as urban planning, environmental management, transportation, and more. The benefits of this combination are far-reaching. It enables us to make more informed decisions based on location-specific data, leading to improved resource allocation, optimized logistics, and better urban development. Moreover, it facilitates the creation of innovative solutions like augmented reality experiences that seamlessly integrate digital information with the physical world. In terms of careers, this field is experiencing rapid growth and demand. Professionals in Geospatial Technology and Software Engineering are sought after by industries ranging from tech giants to environmental agencies. Roles can include GIS Developers, Spatial Analysts, Geospatial Software Engineers, and more. Overall, the fusion of Geospatial Tech and Software Engineering is driving innovation and efficiency across various sectors, making it an exciting and promising field for those looking to shape the future of technology and its impact on our physical world. #GeospatialTech and #SoftwareEngineering for a dynamic career in tech innovation. Let’s shape the future together! 💻🌍 #TechTrends #SpatialAnalysis #LocationIntelligence”

Get Professional Field-to-Finish Results with ROCK Pro Services! 💡 ⚫️ Background: A client approached ROCK Pro Services with a specific challenge involving DJI L1 data. The project's complexity lay in its limited data capture, which only included vertical alignment. This limitation resulted in significantly misaligned targets, jeopardizing the project's success. 🟡 Challenge: The primary obstacle was the data's vertical-only capture by the L1, leading to misaligned targets. This misalignment posed a significant risk to the accuracy and reliability of the project's outcome. ⚫️ Solution: ROCK Pro Services deployed an innovative approach to overcome this challenge. Jamie L., our expert GIS Analyst, utilized the 'Strip Alignment' feature within the ROCK Cloud Processing Platform. This specialized tool was pivotal in aligning the separate pieces of the L1 LiDAR data. 🟡 Outcome: The newly aligned dataset featured perfectly aligned Ground Control Points (GCPs), vastly exceeding the client's expectations. This success underscored the importance of utilizing the right tools and the value of expert intervention in challenging data processing scenarios. ⚫️ Conclusion: This case study exemplifies ROCK Pro Services' commitment to solving complex data challenges through innovation and skilled expertise. It demonstrates our ability to adapt and deliver exceptional results. 🤔 Are you facing similar challenges with your data? Contact ROCK Pro Services today to discuss how we can transform your data processing projects into success stories! 💬 Get Started Now: https://lnkd.in/gJ_APxCw #ROCKProServices #CaseStudy #DJI #LiDAR #LandSurveying #FieldtoFinish #GIS #DataPrecision #ClientSuccess #InnovationInAction