{"id":1785,"date":"2023-08-21T08:53:00","date_gmt":"2023-08-21T08:53:00","guid":{"rendered":"https:\/\/geosyze.com\/?page_id=1785"},"modified":"2024-03-25T06:49:07","modified_gmt":"2024-03-25T06:49:07","slug":"sourcing-satellite-imagery","status":"publish","type":"page","link":"https:\/\/geosyze.com\/index.php\/sourcing-satellite-imagery\/","title":{"rendered":"Sourcing Satellite Imagery"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1785\" class=\"elementor elementor-1785\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a78c72 e-con-full e-flex e-con e-parent\" data-id=\"0a78c72\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:2179,&quot;url&quot;:&quot;https:\\\/\\\/geosyze.com\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Untitled-6.png&quot;}],&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\" data-core-v316-plus=\"true\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c2afb3a elementor-widget elementor-widget-heading\" data-id=\"c2afb3a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 10-04-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Guide for sourcing satellite imagery<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b3133e0 e-flex e-con-boxed e-con e-parent\" data-id=\"b3133e0\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8bfd635 elementor-widget elementor-widget-text-editor\" data-id=\"8bfd635\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 10-04-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"color: #000000;\">Acquiring satellite imagery for your specific use case requires several steps. <\/span><br \/><span style=\"color: #000000;\"><b>Here&#8217;s a step-by-step guide to help you:<\/b><\/span><\/p><ol class=\"u-align-justify u-custom-font u-heading-font u-spacing-21 u-text u-text-2\"><li><b style=\"font-style: inherit; background-color: var( --e-global-color-astglobalcolor7 );\">Define your use case<\/b><span style=\"font-style: inherit; font-weight: inherit; background-color: var( --e-global-color-astglobalcolor7 );\">: Clearly define your purpose for acquiring satellite imagery. Determine what specific information or data you need to extract from the imagery and how it will be used. This will help you narrow down your search and select the most relevant imagery. At GeoSyze, we can offer help in understanding the significance of geospatial technology in addressing the problems of your use case.<\/span><\/li><li><span style=\"color: #000000;\"><b>Understand the type of Imagery required<\/b>: When considering satellite imagery for your use case, it is crucial to understand the specific type of imagery that meets your requirements i.e. <b>Optical imagery<\/b> or <b>SAR imagery<\/b>, both are have their own distinct advantages based on the use case.Consult with an experts or providers like GeoSyze who can assist you in identifying the appropriate type of imagery based on your use case or need.By gaining a clear understanding of the required imagery, you can narrow down your search and select the most suitable satellite data for your project.<\/span><\/li><\/ol><p class=\"u-align-justify u-custom-font u-heading-font u-text u-text-3\"><span style=\"color: #000000;\"><b>Let&#8217;s dive into more details about different types of satellite imagery and their relevant parameters:<\/b><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li class=\"u-align-justify u-custom-font u-heading-font u-text u-text-3\"><span style=\"color: #000000;\"><b>Optical Imagery: <\/b>Optical satellite imagery captures the Earth&#8217;s surface using visible, near-infrared, and shortwave infrared wavelengths of light.These images provide visual representations of the Earth&#8217;s features and are commonly used for various applications such as mapping, land\u00a0 cover classification, urban planning, and environmental monitoring.<\/span><\/li><\/ul><\/li><\/ul><p class=\"u-align-justify u-custom-font u-heading-font u-text u-text-5\"><span style=\"color: #000000;\"><b>\u00a0 \u00a0 \u00a0 \u00a0 Relevant Parameters for Optical Imagery:<\/b><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul class=\"u-align-justify u-custom-font u-heading-font u-text u-text-6\"><li><span style=\"color: #000000;\"><b>Spatial Resolution: <\/b>Spatial resolution refers to the level of detail or ground sampling distance (GSD) captured by each pixel in the image. It determines the smallest discernible feature in the imagery. Higher resolution imagery provides more detailed information but may come at a higher cost.Some of the example of spatial resolutions are as follows i.e.<\/span><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul><div><span style=\"color: #000000;\"><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-115 size-large\" src=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img1-1-1024x333.png\" alt=\"\" width=\"1024\" height=\"333\" srcset=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img1-1-1024x333.png 1024w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img1-1-300x98.png 300w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img1-1-768x250.png 768w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img1-1.png 1097w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/span><\/div><div>\u00a0<\/div><div><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul class=\"u-align-justify u-custom-font u-heading-font u-text u-text-7\"><li><span style=\"color: #000000;\"><b>Spectral Bands:<\/b> Spectral bands are specific ranges of \u00a0 \u00a0wavelengths captured by the satellite sensors. Different bands \u00a0 \u00a0capture different types of\u00a0 information about the Earth&#8217;s surface. \u00a0 \u00a0For example, the red and near-infrared bands are useful for vegetation analysis, while the blue band can help identify water \u00a0 \u00a0bodies. The number and combination of spectral bands vary among satellite sensors and providers.<\/span><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"color: #000000;\"><img decoding=\"async\" class=\"aligncenter wp-image-114 size-large\" src=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img7-1-1024x350.png\" alt=\"\" width=\"1024\" height=\"350\" srcset=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img7-1-1024x350.png 1024w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img7-1-300x102.png 300w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img7-1-768x262.png 768w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img7-1-1200x410.png 1200w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img7-1.png 1464w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul class=\"u-align-justify u-custom-font u-heading-font u-spacing-21 u-text u-text-8\"><li><span style=\"color: #000000;\"><b>Temporal Resolution: <\/b>Temporal resolution refers to how frequently images are captured over a specific area. If your use case involves monitoring changes\u00a0 over time or studying dynamic phenomena, such as crop growth or urban development, a higher temporal resolution (frequent revisit times) would\u00a0 be important.\u00a0<\/span><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul class=\"u-align-justify u-custom-font u-heading-font u-spacing-21 u-text u-text-8\"><li><span style=\"color: #000000;\"><b>Spatial Accuracy:<\/b> Most satellite imagery is delivered \u00a0 \u00a0georeferenced or georectified, but not orthorectified, which is a \u00a0 \u00a0process that improves absolute accuracy by correcting for terrain \u00a0 \u00a0displacement. Therefore, the accuracies listed are exclusive of \u00a0 \u00a0terrain displacement, which is significant in areas of high relief.Typically, horizontal accuracy is expressed as CE90 (Circular Error 90 percent), but it may also be expressed as RMSE (Root Mean Square Error) or as a scale. For example, to comply with US national\u00a0 map accuracy standards for 1:12,000 scale, an orthorectified image \u00a0 \u00a0would need to achieve 10-meter CE90 accuracy.<\/span><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul class=\"u-align-justify u-custom-font u-heading-font u-spacing-21 u-text u-text-8\"><li><span style=\"color: #000000;\"><b>Off-Nadir Angle (ONA):<\/b> The Off-Nadir Angle refers to the \u00a0 \u00a0angle between the satellite&#8217;s line of sight and the vertical \u00a0 \u00a0direction. Lower ONA values indicate\u00a0 a more perpendicular view of \u00a0 \u00a0the Earth&#8217;s surface, resulting in less geometric distortion and better spatial resolution. Higher ONA values occur\u00a0 when the\u00a0 satellite captures imagery from a more oblique angle, which may introduce geometric distortions and reduce the effective resolution.Consider the desired ONA based on your application requirements.<\/span><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"color: #000000;\"><img decoding=\"async\" class=\"aligncenter wp-image-109 size-full\" src=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img3-1.png\" alt=\"\" width=\"586\" height=\"406\" srcset=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img3-1.png 586w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img3-1-300x208.png 300w\" sizes=\"(max-width: 586px) 100vw, 586px\" \/><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul class=\"u-align-justify u-custom-font u-heading-font u-spacing-21 u-text u-text-9\"><li><span style=\"color: #000000;\"><b>Cloud Cover:<\/b> Cloud cover refers to the extent of clouds present in the satellite imagery. Cloud cover can obstruct the view of the Earth&#8217;s surface and affect the quality and usability of the imagery. It&#8217;s important to consider the acceptable level of cloud cover for your specific use case. Some providers offer cloud-\u00a0 free or cloud-masked imagery, which can be useful for applications where cloud cover is a concern.\u00a0<\/span><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul class=\"u-align-justify u-custom-font u-heading-font u-spacing-21 u-text u-text-9\"><li><span style=\"color: #000000;\"><b>Sun Angle: <\/b>The Sun angle refers to the angle between the sun&#8217;s rays and the Earth&#8217;s surface at the time of image acquisition. Sun angle affects the\u00a0 \u00a0 illumination and shadowing of objects in the imagery. The angle can impact the visibility of features, surface texture, and the interpretation of the image. Different sun angles can be relevant depending on the time of day, season, and specific analysis requirements.<\/span><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"color: #000000;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-110 size-full\" src=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img4-1.png\" alt=\"\" width=\"450\" height=\"291\" srcset=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img4-1.png 450w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img4-1-300x194.png 300w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/><b style=\"font-style: inherit;\"><\/b><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li><span style=\"color: #000000;\"><b style=\"font-style: inherit;\">Synthetic Aperture Radar (SAR) Imagery: <\/b><span style=\"font-size: 16px;\">SAR is an active remote sensing technology that uses microwave signals to capture images. Unlike optical imagery, SAR is not dependent on sunlight and can acquire data day and night, as well as through clouds and fog. SAR is widely used for applications like disaster monitoring, terrain analysis, agriculture, and maritime surveillance.\u00a0\u00a0<\/span><\/span><\/li><\/ul><\/li><\/ul><div><p class=\"u-align-justify u-custom-font u-heading-font u-text u-text-11\"><span style=\"color: #000000;\"><b>\u00a0 \u00a0 \u00a0 \u00a0 Relevant Parameters for SAR Imagery:<\/b><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul class=\"u-align-justify u-custom-font u-heading-font u-text u-text-12\"><li><span style=\"color: #000000;\"><b>Frequency Band:<\/b> SAR imagery is categorized based on the frequency band used to capture the signals. Common frequency bands include X band, band,\u00a0 L band, and others. The choice of frequency affects the imaging capabilities, including resolution, penetration through vegetation or soil, and\u00a0 sensitivity\u00a0 to certain features. Higher frequencies generally offer higher resolution but may have limitations in terms of penetration.<\/span><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"color: #000000;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-112 size-large\" src=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img6-1-1024x380.png\" alt=\"\" width=\"1024\" height=\"380\" srcset=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img6-1-1024x380.png 1024w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img6-1-300x111.png 300w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img6-1-768x285.png 768w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img6-1.png 1083w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/span><\/p><\/div><div><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul class=\"u-align-justify u-custom-font u-heading-font u-text u-text-13\"><li><span style=\"color: #000000;\"><b>Polarization<\/b>: SAR imagery can be captured in different \u00a0 \u00a0polarization modes, such as Single Polarization (HH or VV), Dual Polarization (HH+HV or\u00a0 \u00a0 \u00a0 VV+VH), or Fully Polarimetric (HH, HV, VV, VH). Polarization information provides insights into the physical properties of the observed targets, allowing for\u00a0 advanced analysis, such as target characterization and land cover classification.<\/span><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"color: #000000;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-113 size-full\" src=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img-1.jpg\" alt=\"\" width=\"771\" height=\"486\" srcset=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img-1.jpg 771w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img-1-300x189.jpg 300w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img-1-768x484.jpg 768w\" sizes=\"(max-width: 771px) 100vw, 771px\" \/><\/span><\/p><\/div><div><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul class=\"u-align-justify u-custom-font u-heading-font u-spacing-21 u-text u-text-14\"><li><span style=\"color: #000000;\"><b>Spatial Resolution:<\/b> Similar to optical imagery, SAR imagery \u00a0 \u00a0also has spatial resolution, which determines the level of detail in the image. SAR resolution is\u00a0 usually described as slant range resolution and azimuth resolution, which are affected by antenna design and processing techniques.<\/span><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul class=\"u-align-justify u-custom-font u-heading-font u-spacing-21 u-text u-text-14\"><li><span style=\"color: #000000;\"><b>Incidence Angle:<\/b> The incidence angle is the angle at which \u00a0 \u00a0the SAR signal hits the Earth&#8217;s surface. It affects the image quality and interpretation, particularly for surface roughness, backscattering properties, and target detection. Different \u00a0applications may require specific incidence angles based on the desired outcome.<\/span><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"color: #000000;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-111 size-full\" src=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img9-1.png\" alt=\"\" width=\"480\" height=\"360\" srcset=\"https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img9-1.png 480w, https:\/\/geosyze.com\/wp-content\/uploads\/2023\/08\/img9-1-300x225.png 300w\" sizes=\"(max-width: 480px) 100vw, 480px\" \/><b style=\"font-style: inherit;\"><\/b><\/span><\/p><ul><li><span style=\"color: #000000;\"><b style=\"font-style: inherit;\">Identify satellite imagery providers:<\/b><span style=\"font-size: 16px;\"> Identifying satellite imagery providers that offer data suitable for your use case. This is one of most trickiest part of the entire process, as the options for satellite imagery are endless in the market. At GeoSyze, we \u00a0 \u00a0understand the difficulties involved in navigating through this option. That&#8217;s why we go beyond simply providing imagery. We offer expert guidance and unwavering service to ensure your project receives the attention it deserves.<\/span><\/span><\/li><\/ul><\/div><ul><li><span style=\"color: #000000;\"><b>Check Archive availability and Access options: <\/b>Contact the satellite imagery providers or explore their websites to check if\u00a0 the required imagery is available\u00a0 in their archive for your area of interest, if not you need to order for fresh collection of satellite imagery. Some satellite imagery providers offer online portals or APIs for easy access to their data. Determine the pricing, licensing \u00a0 \u00a0terms, and data delivery options.<\/span><\/li><\/ul><ul><li><span style=\"color: #000000;\"><b>Select and order imagery: <\/b>Once you&#8217;ve evaluated the available\u00a0 options i.e. Archive or Tasking, select the satellite imagery that best fits your requirements. Follow the provider&#8217;s ordering process, which usually involves specifying the area of interest, acquisition date, and any additional specifications. Provide the\u00a0 necessary details and complete the purchase or licensing agreement.<\/span><\/li><\/ul><ul><li><span style=\"color: #000000;\"><b>Receive and process the imagery:<\/b> After your order is \u00a0 \u00a0confirmed, the satellite imagery provider will deliver the data to you. Depending on the provider and the chosen delivery method, you may receive the imagery via download links or physical media. Once received, process the imagery using appropriate software or tools to extract the\u00a0 desired information.<\/span><\/li><\/ul><ul><li><span style=\"color: #000000;\"><b>Analyze and interpret the imagery:<\/b> Use image processing and analysis techniques to extract the relevant information from the acquired satellite imagery. This could involve\u00a0 \u00a0 \u00a0 tasks like object detection, classification, change detection, or image enhancement. Apply appropriate algorithms or tools based on your use\u00a0 \u00a0case\u00a0 requirements.<\/span><\/li><\/ul><div><span style=\"color: #000000;\"><b>GeoSyze<\/b> is also offering comprehensive image analytic services for a wide range of use cases. By leveraging advanced image processing and analysis techniques, <b>GeoSyze<\/b> is capable of extracting valuable information from acquired satellite imagery. Whatever the specific requirements of the project, GeoSyze employs appropriate algorithms and tools to ensure accurate and meaningful results for their customers.<\/span><\/div><div>\u00a0<\/div><ul><li><span style=\"color: #000000;\"><b>Integrate or present the results:<\/b> Integrate the extracted information into your desired application or present the results in a suitable format. This could involve creating maps, generating reports, visualizing the data, or incorporating it into a larger analysis workflow.<\/span><\/li><\/ul><div>\u00a0<\/div><div><p class=\"u-align-justify u-text u-text-18\"><span style=\"color: #000000;\">Remember that acquiring satellite imagery may involve costs, licensing agreements, and considerations regarding data privacy and usage restrictions. It&#8217;s important to comply with the terms and conditions set by the satellite imagery providers and ensure you use the data ethically and legally.<\/span><\/p><p class=\"u-align-justify u-text u-text-19\"><span style=\"color: #000000;\">To make informed decisions in your journey into the geospatial, it is essential to comprehend these parameters and their significance in relation to your specific use case. By understanding these factors, you can select the most appropriate satellite imagery and optimize your analysis accordingly. <b>GeoSyze<\/b> provides consultancy services to address these challenges and assist you in making informed decisions, ensuring that you leverage the full potential of the geospatial domain.<\/span><\/p><\/div><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Guide for sourcing satellite imagery Acquiring satellite imagery for your specific use case requires several steps. Here&#8217;s a step-by-step guide to help you: Define your use case: Clearly define your purpose for acquiring satellite imagery. Determine what specific information or data you need to extract from the imagery and how it will be used. This [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Sourcing Satellite Imagery - Geosyze<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/geosyze.com\/index.php\/sourcing-satellite-imagery\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Sourcing Satellite Imagery - Geosyze\" \/>\n<meta property=\"og:description\" content=\"Guide for sourcing satellite imagery Acquiring satellite imagery for your specific use case requires several steps. 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