Imagery is big data that represents reality \u2026 or does it?<\/strong><\/h3>\nIf we subscribe to the notion that \u201cA picture is worth a thousand words<\/em>,\u201d then it follows that \u201cseeing is believing<\/em>,\u201d right?\u00a0 As humans, we have an inherent fascination with imagery including optical illusions that deceive our senses. This fascination is fueled by our ability to effortlessly process visual information, the emotional impact it has, and the associated with visual content. Imagery has a unique power to tell stories that captivate our attention. Whether you are sharing information with colleagues, field workers, or decision-makers, incorporating imagery into story maps and operational dashboards amplifies the impact of a messages in profound ways.<\/p>\nWhen imagery is authoritative, it enhances communication by visually representing data in a compelling way. By incorporating imagery into your communication strategy, you can engage your audience and convey complex concepts more effectively. This is particularly valuable when presenting information to stakeholders, decision-makers, or the general public. Authoritative imagery adds credibility to your application as it comes from reliable sources, building trust and confidence in the information being presented. Ultimately, leveraging authoritative imagery can significantly enhance communication and make your message more impactful.<\/p>\n
The growth of imagery as an enterprise asset<\/strong><\/h3>\nEvery day, imagery and other remotely sensed data grows exponentially. When it comes to remote sensing, sources and sensor formats play a crucial role in providing data in larger quantities, at a higher velocity, and from an increasing number of sources. Modern Geographic Information Systems (GIS) must recognize and effectively utilize this vast amount of rich information due to its abundance.<\/p>\n
In the past, imagery served as a simple backdrop or “picture” to enhance maps, with its knowledge and greater capabilities locked up inside. However, recognizing imagery as a true source of information unlocks its potential, allowing integration and analysis within a GIS framework. This integration enables users to extract valuable information about the dynamic reality surrounding them. As a GIS user, you can monitor changes over time, assess environmental conditions, optimize resource management, and evaluate the effectiveness of actions and decisions.<\/p>\n
Managing imagery from collection to value<\/strong><\/h3>\nEffectively managing imagery throughout its lifecycle, particularly in enterprise environments, requires a clear and decisive approach. When utilizing content from satellites, aircraft, drones, or terrestrial sensors that provide imagery, lidar, or thermal energy, you are actively capturing reality. If your goal is to visualize a digital representation of your reality, gain knowledge, or make informed decisions, your content must be authoritative. Without authoritative content, your decisions will lack accuracy. Essentially, the question “why imagery” should be based on the need to provide an accurate and authoritative representation of our world.<\/p>\n
To effectively grow remote sensing assets, it is important to follow a systematic approach. This includes:<\/p>\n
\n- Planning and collecting data<\/strong>: Identify the specific needs of your applications and plan the data collection process accordingly. This may involve selecting suitable sensors, determining optimal flight paths or satellite orbits, and considering factors like resolution, coverage, and temporal frequency.<\/li>\n
- Organizing and storing data<\/strong>: Once collected, it is crucial to organize and store the data in a structured manner. This ensures easy accessibility and efficient retrieval when needed. Consider using a data management system or a geospatial database to store the data. It is also important to establish appropriate metadata and indexing to facilitate search and retrieval.<\/li>\n
- Automated analysis and visualization<\/strong>: Leverage automation tools and algorithms to perform analysis on the collected data. This can include image classification, change detection, feature extraction, and spatial modeling. Additionally, utilize visualization techniques to effectively communicate the results. This can involve creating maps, charts, or interactive visualizations.<\/li>\n
- Gaining knowledge and wisdom<\/strong>: Continuously learn from the analysis and visualization results to gain insights and knowledge. This knowledge can then be applied to make informed decisions and derive actionable intelligence.<\/li>\n<\/ol>\n
By following these steps, you can ensure that your remote sensing assets are effectively utilized and contribute to the success of your applications.<\/p>\n
A picture is worth a thousand words…<\/strong><\/h3>\n"},{"acf_fc_layout":"image","image":{"ID":2208982,"id":2208982,"title":"Picture1.1KM_TS","filename":"Picture1.1KM_TS.png","filesize":1526236,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Picture1.1KM_TS.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis\/imagery\/why-growing-imagery-assets-is-critical-for-your-success\/picture1-1km_ts","alt":"","author":"312362","description":"","caption":"Compressing Time ... Doing more with Less","name":"picture1-1km_ts","status":"inherit","uploaded_to":2208952,"date":"2023-12-21 17:39:10","modified":"2023-12-21 17:41:56","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1430,"height":795,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Picture1.1KM_TS-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Picture1.1KM_TS.png","medium-width":464,"medium-height":258,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Picture1.1KM_TS.png","medium_large-width":768,"medium_large-height":427,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Picture1.1KM_TS.png","large-width":1430,"large-height":795,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Picture1.1KM_TS.png","1536x1536-width":1430,"1536x1536-height":795,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Picture1.1KM_TS.png","2048x2048-width":1430,"2048x2048-height":795,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Picture1.1KM_TS-826x459.png","card_image-width":826,"card_image-height":459,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Picture1.1KM_TS.png","wide_image-width":1430,"wide_image-height":795}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"Leveraging imagery assets<\/strong><\/h3>\nSuccessfully leveraging imagery assets allows for the compression or reduction of the time required to derive value from their use. This compression not only reduces the time to value but also enables you to accomplish more with less. While the value of capturing and storing big imagery data is widely recognized, the process of managing this big \u201cpixel data\u201d may feel, well, big.\u00a0 If you’re feeling overwhelmed by this challenge, you’re not alone.<\/p>\n
This series is dedicated to addressing this issue and providing guidance so you can successfully tackle the challenge. Our goal is to outline the important steps, from beginning to end, that will set you on a path to successfully transform \u2013 and exploit- your imagery\/data so it becomes a valuable enterprise asset. Plan. Acquire. Process. Manage. Publish. Apply. Repeat. Our vision is to empower you to succeed by providing assistance in utilizing the ArcGIS system of systems effectively, regardless of your skill level. This will enable you to enhance and expand your imagery assets while also reducing the time required to achieve valuable outcomes. By compressing time, you can allocate the saved time to other important tasks and responsibilities. Subsequent blogs will dive more deeply into each outlined step.<\/p>\n
How does imagery help my organization<\/strong><\/h3>\nImagery provides an irreplaceable foundation for a wide range of applications, especially the business of governance, agriculture, and land records management, urban planning, disaster management, environmental monitoring, and defense, to name just half a dozen.<\/p>\n
\n
Breaking the imagery management process down to distinct steps makes it less daunting. \u00a0When properly georeferenced, imagery can be combined with other data to maintain and enhance the value of your organization’s spatial data assets. These properly obtained and maintained data enable decision-makers, researchers, and scientists to gain a comprehensive understanding and effectively manage chosen areas of interest, both currently and over time, encompassing various aspects of the world we live in.<\/p>\n<\/div>\n
The ArcGIS system of systems is a platform to help you, providing efficient and secure access, management, visualization, and exploitation of your critical imagery assets. To illustrate that, let\u2019s look a little closer at imagery management from the business side by discussing \u201cnetwork effects.\u201d<\/p>\n
The network effect<\/strong><\/h3>\n\n
Positive network effects happen when the value of a product or service grows as more producers and consumers engage with it. The ArcGIS system of systems supports the positive network effect on both consumers and producers. Further as its usage grows roles reverse, with consumers producing feedback and curated data and producers consuming new data. In so doing, the system\u2019s value increases, leading to even more usage. This positive feedback loop not only reduces the time and cost per transaction but also further accelerates the time to value, resulting in increased efficiency and value realization.<\/p>\n
Examples of network effects can be seen in popular social media platforms like Facebook and Instagram, messaging apps like WhatsApp, and e-commerce sites like Amazon. The more they are used, and the more users they have, the more their value increases. Similarly, when imagery and GIS are combined, they enable dynamic informed decision making across a wide range of applications.<\/p>\n
It is important to emphasize that the interchangeability of network roles is a key indicator of success. The role of producers goes beyond content creation and dissemination. Instead, it evolves to encompass consumer roles, incorporating the outcomes of collaboration with users. Through collaboration and feedback, consumers are transformed into producers, and producers become consumers, continuously contributing additional value that can be distributed across the system of systems. This amplifies the science of location while also reducing the cost and time per transaction, ultimately accelerating the time to value.<\/div>\n<\/div>\n"},{"acf_fc_layout":"image","image":{"ID":2209022,"id":2209022,"title":"Blog1.0.02","filename":"Blog1.0.02.png","filesize":7647251,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Blog1.0.02.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis\/imagery\/why-growing-imagery-assets-is-critical-for-your-success\/blog1-0-02","alt":"","author":"312362","description":"","caption":"Decreasing time to value .... reducing transaction costs","name":"blog1-0-02","status":"inherit","uploaded_to":2208952,"date":"2023-12-21 17:46:26","modified":"2023-12-21 17:48:09","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":4400,"height":2475,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Blog1.0.02-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Blog1.0.02.png","medium-width":464,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Blog1.0.02.png","medium_large-width":768,"medium_large-height":432,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Blog1.0.02.png","large-width":1920,"large-height":1080,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Blog1.0.02-1536x864.png","1536x1536-width":1536,"1536x1536-height":864,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Blog1.0.02-2048x1152.png","2048x2048-width":2048,"2048x2048-height":1152,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Blog1.0.02-826x465.png","card_image-width":826,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/Blog1.0.02-1920x1080.png","wide_image-width":1920,"wide_image-height":1080}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"
We strive to simplify the management of your organization’s expanding imagery assets, which are crucial for your critical decision-making process. Our objective is to make the understanding of imagery more accessible to all, regardless of experience level. Throughout this article we have used terms like imagery, remote sensing, authoritative, and properly acquired, if they have the same meaning for all of us. In our next article, we will create a shared understanding by describing what those terms means, how they relate, and the importance of the fundamental composition of this asset called \u201cimagery.\u201d This includes the process of photogrammetry and establishing ground control specific to your application so that the ultimate output is true and correct.\u00a0 Stay tuned for more blogs on image management coming in the near future. Let’s get started! Our journey starts back at the beginning\u2026<\/p>\n
<\/p>\n"}],"related_articles":"","card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/LayoutSandwich-1.jpg","wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/12\/LayoutSandwich.jpg"},"yoast_head":"\n
Why Imagery is a Critical Asset to Every ArcGIS Enterprise Part 1: Why Growing this Asset is Critical for Your Success Imagery is a critical enterprise asset<\/title>\n<meta name=\"description\" content=\"the ArcGIS System of Systems as an excellent way to exploit your imagery assets, as well as the importance of integrating it effectively with your enterprise IT infrastructure for maximum value.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis\/imagery\/why-growing-imagery-assets-is-critical-for-your-success\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Why Imagery is a Critical Asset to Every ArcGIS Enterprise Part 1: Why Growing this Asset is Critical for Your Success Imagery is a critical enterprise asset\" \/>\n<meta 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