This application is intended for informational purposes only and is not an operational product. The tool provides the capability to access, view and interact with satellite imagery, and shows the latest view of Earth as it appears from space.For additional imagery from NOAA's GOES East and GOES West satellites, please visit our Imagery and Data page or our cooperative institute partners at CIRA and CIMSS.This website should not be used to support operational observation, forecasting, emergency, or disaster mitigation operations, either public or private. In addition, we do not provide weather forecasts on this site — that is the mission of the National Weather Service. Please contact them for any forecast questions or issues. Using the Maps​What does the Layering Options icon mean?The Layering Options widget provides a list of operational layers and their symbols, and allows you to turn individual layers on and off. The order in which layers appear in this widget corresponds to the layer order in the map. The top layer ‘checked’ will indicate what you are viewing in the map, and you may be unable to view the layers below.Layers with expansion arrows indicate that they contain sublayers or subtypes.What does the Time Slider icon do?The Time Slider widget enables you to view temporal layers in a map, and play the animation to see how the data changes over time. Using this widget, you can control the animation of the data with buttons to play and pause, go to the previous time period, and go to the next time period.Do these maps work on mobile devices and different browsers?Yes!Why are there black stripes / missing data on the map?NOAA Satellite Maps is for informational purposes only and is not an operational product; there are times when data is not available.Why does the imagery load slowly?This map viewer does not load pre-generated web-ready graphics and animations like many satellite imagery apps you may be used to seeing. Instead, it downloads geospatial data from our data servers through a Map Service, and the app in your browser renders the imagery in real-time. Each pixel needs to be rendered and geolocated on the web map for it to load.How can I get the raw data and download the GIS World File for the images I choose?The geospatial data Map Service for the NOAA Satellite Maps GOES satellite imagery is located on our Satellite Maps ArcGIS REST Web Service ( available here ).We support open information sharing and integration through this RESTful Service, which can be used by a multitude of GIS software packages and web map applications (both open and licensed).Data is for display purposes only, and should not be used operationally.Are there any restrictions on using this imagery?NOAA supports an open data policy and we encourage publication of imagery from NOAA Satellite Maps; when doing so, please cite it as "NOAA" and also consider including a permalink (such as this one) to allow others to explore the imagery.For acknowledgment in scientific journals, please use:We acknowledge the use of imagery from the NOAA Satellite Maps application: LINKThis imagery is not copyrighted. You may use this material for educational or informational purposes, including photo collections, textbooks, public exhibits, computer graphical simulations and internet web pages. This general permission extends to personal web pages. About this satellite imageryWhat am I looking at in these maps?In this map you are seeing the past 24 hours (updated approximately every 10 minutes) of the Western Hemisphere and Pacific Ocean, as seen by the NOAA GOES East (GOES-16) and GOES West (GOES-18) satellites. In this map you can also view four different ‘layers’. The views show ‘GeoColor’, ‘infrared’, and ‘water vapor’.This maps shows the coverage area of the GOES East and GOES West satellites. GOES East, which orbits the Earth from 75.2 degrees west longitude, provides a continuous view of the Western Hemisphere, from the West Coast of Africa to North and South America. GOES West, which orbits the Earth at 137.2 degrees west longitude, sees western North and South America and the central and eastern Pacific Ocean all the way to New Zealand.What does the GOES GeoColor imagery show?The 'Merged GeoColor’ map shows the coverage area of the GOES East and GOES West satellites and includes the entire Western Hemisphere and most of the Pacific Ocean. This imagery uses a combination of visible and infrared channels and is updated approximately every 15 minutes in real time. GeoColor imagery approximates how the human eye would see Earth from space during daylight hours, and is created by combining several of the spectral channels from the Advanced Baseline Imager (ABI) – the primary instrument on the GOES satellites. The wavelengths of reflected sunlight from the red and blue portions of the spectrum are merged with a simulated green wavelength component, creating RGB (red-green-blue) imagery. At night, infrared imagery shows high clouds as white and low clouds and fog as light blue. The static city lights background basemap is derived from a single composite image from the Visible Infrared Imaging Radiometer Suite (VIIRS) Day Night Band. For example, temporary power outages will not be visible. Learn more.What does the GOES infrared map show?The 'GOES infrared' map displays heat radiating off of clouds and the surface of the Earth and is updated every 15 minutes in near real time. Higher clouds colorized in orange often correspond to more active weather systems. This infrared band is one of 12 channels on the Advanced Baseline Imager, the primary instrument on both the GOES East and West satellites. on the GOES the multiple GOES East ABI sensor’s infrared bands, and is updated every 15 minutes in real time. Infrared satellite imagery can be "colorized" or "color-enhanced" to bring out details in cloud patterns. These color enhancements are useful to meteorologists because they signify “brightness temperatures,” which are approximately the temperature of the radiating body, whether it be a cloud or the Earth’s surface. In this imagery, yellow and orange areas signify taller/colder clouds, which often correlate with more active weather systems. Blue areas are usually “clear sky,” while pale white areas typically indicate low-level clouds. During a hurricane, cloud top temperatures will be higher (and colder), and therefore appear dark red. This imagery is derived from band #13 on the GOES East and GOES West Advanced Baseline Imager.How does infrared satellite imagery work?The infrared (IR) band detects radiation that is emitted by the Earth’s surface, atmosphere and clouds, in the “infrared window” portion of the spectrum. The radiation has a wavelength near 10.3 micrometers, and the term “window” means that it passes through the atmosphere with relatively little absorption by gases such as water vapor. It is useful for estimating the emitting temperature of the Earth’s surface and cloud tops. A major advantage of the IR band is that it can sense energy at night, so this imagery is available 24 hours a day.What do the colors on the infrared map represent?In this imagery, yellow and orange areas signify taller/colder clouds, which often correlate with more active weather systems. Blue areas are clear sky, while pale white areas indicate low-level clouds, or potentially frozen surfaces. Learn more about this weather imagery.What does the GOES water vapor map layer show?The GOES ‘water vapor’ map displays the concentration and location of clouds and water vapor in the atmosphere and shows data from both the GOES East and GOES West satellites. Imagery is updated approximately every 15 minutes in real time. Water vapor imagery, which is useful for determining locations of moisture and atmospheric circulations, is created using a wavelength of energy sensitive to the content of water vapor in the atmosphere. In this imagery, green-blue and white areas indicate the presence of high water vapor or moisture content, whereas dark orange and brown areas indicate little or no moisture present. This imagery is derived from band #10 on the GOES East and GOES West Advanced Baseline Imager.What do the colors on the water vapor map represent?In this imagery, green-blue and white areas indicate the presence of high water vapor or moisture content, whereas dark orange and brown areas indicate less moisture present. Learn more about this water vapor imagery.About the satellitesWhat are the GOES satellites?NOAA’s most sophisticated Geostationary Operational Environmental Satellites (GOES), known as the GOES-R Series, provide advanced imagery and atmospheric measurements of Earth’s Western Hemisphere, real-time mapping of lightning activity, and improved monitoring of solar activity and space weather.The first satellite in the series, GOES-R, now known as GOES-16, was launched in 2016 and is currently operational as NOAA’s GOES East satellite. In 2018, NOAA launched another satellite in the series, GOES-T, which joined GOES-16 in orbit as GOES-18. GOES-17 became operational as GOES West in January 2023.Together, GOES East and GOES West provide coverage of the Western Hemisphere and most of the Pacific Ocean, from the west coast of Africa all the way to New Zealand. Each satellite orbits the Earth from about 22,200 miles away.

About Dataset

This dataset is designed for binary classification tasks on geospatial imagery, specifically to distinguish between land areas with trees and those without. The images were captured by the Sentinel-2 satellite.

The dataset structure is straightforward: - Each image has a resolution of 64×64 pixels with encoded in JPG format. - Images are organized into two folders: "Trees" and "NoTrees", corresponding to the two classes. - Each folder contains 5,200 images, totaling 10,400 images across the dataset.

Note: The dataset does not include predefined training, validation, or test splits. Users should partition the data as needed for their specific machine learning, deep learning workflows.

And you can also cite the source of this data EUROSAT: Helber, P., Bischke, B., Dengel, A., & Borth, D. (2019). Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12(7), 2217-2226.

The global mapping software market is experiencing robust growth, driven by increasing demand across various sectors. While precise figures for market size and CAGR are absent from the provided data, a reasonable estimation can be made based on industry trends. Considering the presence of major players like Adobe, Autodesk, and Microsoft, and the consistent advancements in GIS technology and location-based services, a conservative estimate places the 2025 market size at approximately $15 billion USD. Assuming a steady growth trajectory influenced by factors like increasing adoption of cloud-based solutions, the integration of AI and machine learning for enhanced mapping capabilities, and the growing need for precise location data in logistics, urban planning, and environmental monitoring, a Compound Annual Growth Rate (CAGR) of 8-10% over the forecast period (2025-2033) seems plausible. This would project market values significantly higher by 2033. This growth is fueled by several key trends. The increasing availability of high-resolution satellite imagery and other geospatial data provides richer inputs for mapping applications. Furthermore, the rising adoption of mobile devices equipped with GPS technology and the proliferation of location-based services (LBS) are expanding the market's addressable user base. However, challenges remain, such as the high cost of advanced mapping software and the complexities associated with data integration and management. Nevertheless, the overall market outlook remains positive, with continued expansion anticipated across various segments and geographic regions. The competitive landscape is marked by a mix of established players and emerging startups, leading to innovation and the continuous improvement of mapping technologies.

This data set contains high-resolution QuickBird imagery and geospatial data for the entire Barrow QuickBird image area (156.15° W - 157.07° W, 71.15° N - 71.41° N) and Barrow B4 Quadrangle (156.29° W - 156.89° W, 71.25° N - 71.40° N), for use in Geographic Information Systems (GIS) and remote sensing software. The original QuickBird data sets were acquired by DigitalGlobe from 1 to 2 August 2002, and consist of orthorectified satellite imagery. Federal Geographic Data Committee (FGDC)-compliant metadata for all value-added data sets are provided in text, HTML, and XML formats.

Accessory layers include: 1:250,000- and 1:63,360-scale USGS Digital Raster Graphic (DRG) mosaic images (GeoTIFF format); 1:250,000- and 1:63,360-scale USGS quadrangle index maps (ESRI Shapefile format); an index map for the 62 QuickBird tiles (ESRI Shapefile format); and a simple polygon layer of the extent of the Barrow QuickBird image area and the Barrow B4 quadrangle area (ESRI Shapefile format).

Unmodified QuickBird data comprise 62 data tiles in Universal Transverse Mercator (UTM) Zone 4 in GeoTIFF format. Standard release files describing the QuickBird data are included, along with the DigitalGlobe license agreement and product handbooks.

The baseline geospatial data support education, outreach, and multi-disciplinary research of environmental change in Barrow, which is an area of focused scientific interest. Data are provided on four DVDs. This product is available only to investigators funded specifically from the National Science Foundation (NSF), Office of Polar Programs (OPP), Arctic Sciences Section. An NSF OPP award number must be provided when ordering this data. Contact NSIDC User Services at nsidc@nsidc.org to order the data, and include an NSF OPP award number in the email.

Mapping Software Market Outlook

According to our latest research, the global mapping software market size reached USD 8.2 billion in 2024. Driven by accelerating digital transformation across industries, the market is poised for robust expansion, with a projected CAGR of 13.7% from 2025 to 2033. By the end of 2033, the mapping software market is forecasted to attain a value of USD 25.2 billion. This remarkable growth trajectory is underpinned by the increasing integration of geospatial data analytics, the proliferation of smart city initiatives, and the surging demand for real-time location intelligence across sectors such as transportation, urban planning, and disaster management.

One of the primary growth drivers for the mapping software market is the rapid adoption of geospatial technologies in both public and private sectors. Organizations are leveraging mapping software to enhance operational efficiency, optimize resource allocation, and gain actionable insights from complex spatial datasets. For example, the transportation and logistics industry relies heavily on mapping solutions for route optimization, fleet management, and real-time tracking, which significantly reduces operational costs and improves delivery timelines. Additionally, government agencies utilize mapping software for urban planning, land administration, and disaster response, enabling data-driven decision-making and more effective public service delivery. The continuous evolution of mapping software, with features such as 3D visualization, artificial intelligence integration, and cloud-based collaboration, is further catalyzing market growth.

Another significant factor propelling the mapping software market is the proliferation of Internet of Things (IoT) devices and the exponential growth of location-based services. The integration of IoT with mapping software enables real-time data collection and visualization, which is critical for applications such as smart cities, environmental monitoring, and asset tracking. Enterprises are increasingly adopting mapping solutions to visualize IoT sensor data on interactive maps, facilitating predictive maintenance, energy management, and risk assessment. Moreover, the rise of mobile mapping applications and the widespread availability of high-speed internet connectivity have democratized access to mapping technologies, empowering small and medium enterprises (SMEs) to harness spatial intelligence for business growth and innovation.

The mapping software market is also benefiting from strong investments in infrastructure development and the rising need for disaster management solutions. Governments and urban planners are deploying advanced mapping tools to model urban growth, assess environmental impact, and plan resilient infrastructure. In regions prone to natural disasters, mapping software plays a crucial role in risk assessment, emergency response coordination, and post-disaster recovery. The integration of satellite imagery, drone data, and real-time analytics is enhancing the accuracy and timeliness of mapping outputs, making them indispensable for disaster preparedness and mitigation. As climate change and urbanization continue to pose complex challenges, the demand for sophisticated mapping software is expected to escalate further.

Mapping and Navigation Software is increasingly becoming an integral component of the geospatial technology landscape. These software solutions are designed to provide precise navigation and mapping capabilities, which are essential for a wide range of applications, from urban planning to autonomous vehicle navigation. The ability to integrate real-time data from multiple sources, such as GPS, IoT devices, and satellite imagery, allows for the creation of dynamic and interactive maps that enhance situational awareness and decision-making. As industries continue to adopt digital transformation strategies, the demand for advanced mapping and navigation software is expected to grow, driving innovation and competition in the market. These solutions not only improve operational efficiency but also enable organizations to gain a competitive edge by leveraging spatial intelligence.

Regionally, North America leads the mapping software market, accounting for the largest share due to its early adoption of advanced geospatial technologies and the presence of major industry players. However, Asia Pacific is emerging as the

Spatial Mapping Software Market Outlook

According to our latest research, the global spatial mapping software market size reached USD 6.2 billion in 2024, reflecting the sector’s robust expansion across industries. The market is expected to grow at a CAGR of 14.1% from 2025 to 2033, reaching an estimated USD 19.3 billion by 2033. The primary growth factor propelling this market is the increasing adoption of spatial data analytics and geospatial intelligence across urban planning, environmental monitoring, and asset management sectors, as organizations strive for enhanced decision-making and operational efficiency.

One of the most significant growth drivers for the spatial mapping software market is the rapid urbanization witnessed globally. Governments and private entities are investing heavily in smart city initiatives, which require advanced mapping tools for infrastructure planning, traffic management, and resource allocation. The integration of spatial mapping software with IoT devices and sensors is enabling real-time data collection and visualization, thus streamlining urban planning processes. Moreover, the growing need for sustainable development and efficient land use is pushing city planners to leverage spatial mapping solutions for accurate geospatial analysis, zoning, and resource optimization. This trend is expected to continue, with urban centers increasingly relying on spatial intelligence to tackle challenges related to population growth, environmental sustainability, and public safety.

Technological advancements in artificial intelligence, machine learning, and cloud computing are further accelerating the growth of the spatial mapping software market. Modern mapping platforms now offer sophisticated features such as 3D visualization, predictive analytics, and automated data processing, which significantly enhance the value proposition for end-users. These innovations are not only improving the accuracy and usability of spatial data but are also making it accessible to non-technical users through intuitive interfaces and seamless integrations with enterprise resource planning (ERP) and geographic information system (GIS) platforms. Additionally, the proliferation of mobile devices and high-speed internet connectivity has made spatial mapping tools more versatile, enabling field workers and remote teams to access, update, and share geospatial information in real time.

Another critical factor contributing to the market’s expansion is the rising importance of spatial mapping software in disaster management and environmental monitoring. Governments, NGOs, and emergency response teams are increasingly utilizing these platforms to assess risks, plan evacuations, and coordinate relief efforts in the wake of natural disasters such as floods, earthquakes, and wildfires. Spatial mapping software enables the integration of diverse datasets, including satellite imagery, sensor data, and historical records, to create comprehensive risk maps and predictive models. This capability is invaluable for proactive disaster preparedness and rapid response, helping to minimize loss of life and property. Similarly, environmental agencies are leveraging these tools to monitor deforestation, track wildlife movements, and manage natural resources, further boosting market demand.

From a regional perspective, North America currently leads the spatial mapping software market, driven by substantial investments in smart infrastructure, advanced technological adoption, and a mature ecosystem of geospatial solution providers. Europe follows closely, with strong government support for digital transformation in urban planning and environmental sustainability. The Asia Pacific region is emerging as a high-growth market, fueled by rapid urbanization, infrastructure development, and increasing adoption of smart city solutions in countries like China, India, and Japan. Meanwhile, Latin America and the Middle East & Africa are witnessing steady growth, supported by government initiatives for modernization and improved disaster management capabilities. These regional dynamics are shaping the competitive landscape and driving innovation in the global spatial mapping software market.

Component Analysis

The spatial mapping software market is segmented by component into software and services. The software segment dominates the market, accounting for the largest share due to the widespread adoption of propriet

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.

Metadata: NOAA GOES-R Series Advanced Baseline Imager (ABI) Level 1b RadiancesMore information about this imagery can be found here.This satellite imagery combines data from the NOAA GOES East and West satellites and the JMA Himawari satellite, providing full coverage of weather events for most of the world, from the west coast of Africa west to the east coast of India. The tile service updates to the most recent image every 10 minutes at 1.5 km per pixel resolution.The infrared (IR) band detects radiation that is emitted by the Earth’s surface, atmosphere and clouds, in the “infrared window” portion of the spectrum. The radiation has a wavelength near 10.3 micrometers, and the term “window” means that it passes through the atmosphere with relatively little absorption by gases such as water vapor. It is useful for estimating the emitting temperature of the Earth’s surface and cloud tops. A major advantage of the IR band is that it can sense energy at night, so this imagery is available 24 hours a day.The Advanced Baseline Imager (ABI) instrument samples the radiance of the Earth in sixteen spectral bands using several arrays of detectors in the instrument’s focal plane. Single reflective band ABI Level 1b Radiance Products (channels 1 - 6 with approximate center wavelengths 0.47, 0.64, 0.865, 1.378, 1.61, 2.25 microns, respectively) are digital maps of outgoing radiance values at the top of the atmosphere for visible and near-infrared (IR) bands. Single emissive band ABI L1b Radiance Products (channels 7 - 16 with approximate center wavelengths 3.9, 6.185, 6.95, 7.34, 8.5, 9.61, 10.35, 11.2, 12.3, 13.3 microns, respectively) are digital maps of outgoing radiance values at the top of the atmosphere for IR bands. Detector samples are compressed, packetized and down-linked to the ground station as Level 0 data for conversion to calibrated, geo-located pixels (Level 1b Radiance data). The detector samples are decompressed, radiometrically corrected, navigated and resampled onto an invariant output grid, referred to as the ABI fixed grid.McIDAS merge technique and color mapping provided by the Cooperative Institute for Meteorological Satellite Studies (Space Science and Engineering Center, University of Wisconsin - Madison) using satellite data from SSEC Satellite Data Services and the McIDAS visualization software.

Map InformationThis nowCOAST updating map service provides maps depicting visible, infrared, and water vapor imagery composited from NOAA/NESDIS GOES-EAST and GOES-WEST. The horizontal resolutions of the IR, visible, and water vapor composite images are approximately 1km, 4km, and 4km, respectively. The visible and IR imagery depict the location of clouds. The water vapor imagery indicates the amount of water vapor contained in the mid to upper levels of the troposphere. The darker grays indicate drier air while the brighter grays/whites indicates more saturated air. The GOES composite imagers are updated in the nowCOAST map service every 30 minutes. For more detailed information about the update schedule, see: http://new.nowcoast.noaa.gov/help/#section=updatescheduleBackground InformationThe GOES map layer displays visible (VIS) and infrared (IR4) cloud, and water vapor (WV) imagery from the NOAA/ National Environmental Satellite, Data, and Information Service (NESDIS) Geostationary Satellites (GOES-East and GOES-West). These satellites circle the Earth in a geosynchronous orbit (i.e. orbit the equatorial plane of the Earth at a speed matching the rotation of the Earth). This allows the satellites to hover continuously over one position on the surface. The geosynchronous plane is about 35,800 km (22,300 miles) above the Earth which is high enough to allow the satellites a full-disc view of the Earth. GOES-East is positioned at 75 deg W longitude and the equator. GOES-West is located at 135 deg W and the equator. The two satellites cover an area from 20 deg W to 165 deg E. The images are derived from data from GOES' Imagers. An imager is a multichannel instrument that senses radiant energy and reflected solar energy from the Earth's surface and atmosphere. The VIS, IR4, and WV images are obtained from GOES Imager Channels 1, 4, and 3, respectively. The GOES raster images are obtained from NESDIS servers in geo-referenced Tagged-Image File Format (geoTIFF).Time InformationThis map is time-enabled, meaning that each individual layer contains time-varying data and can be utilized by clients capable of making map requests that include a time component.This particular service can be queried with or without the use of a time component. If the time parameter is specified in a request, the data or imagery most relevant to the provided time value, if any, will be returned. If the time parameter is not specified in a request, the latest data or imagery valid for the present system time will be returned to the client. If the time parameter is not specified and no data or imagery is available for the present time, no data will be returned.In addition to ArcGIS Server REST access, time-enabled OGC WMS 1.3.0 access is also provided by this service.Due to software limitations, the time extent of the service and map layers displayed below does not provide the most up-to-date start and end times of available data. Instead, users have three options for determining the latest time information about the service:Issue a returnUpdates=true request for an individual layer or for the service itself, which will return the current start and end times of available data, in epoch time format (milliseconds since 00:00 January 1, 1970). To see an example, click on the "Return Updates" link at the bottom of this page under "Supported Operations". Refer to the ArcGIS REST API Map Service Documentation for more information.Issue an Identify (ArcGIS REST) or GetFeatureInfo (WMS) request against the proper layer corresponding with the target dataset. For raster data, this would be the "Image Footprints with Time Attributes" layer in the same group as the target "Image" layer being displayed. For vector (point, line, or polygon) data, the target layer can be queried directly. In either case, the attributes returned for the matching raster(s) or vector feature(s) will include the following:validtime: Valid timestamp.starttime: Display start time.endtime: Display end time.reftime: Reference time (sometimes reffered to as issuance time, cycle time, or initialization time).projmins: Number of minutes from reference time to valid time.desigreftime: Designated reference time; used as a common reference time for all items when individual reference times do not match.desigprojmins: Number of minutes from designated reference time to valid time.Query the nowCOAST LayerInfo web service, which has been created to provide additional information about each data layer in a service, including a list of all available "time stops" (i.e. "valid times"), individual timestamps, or the valid time of a layer's latest available data (i.e. "Product Time"). For more information about the LayerInfo web service, including examples of various types of requests, refer to the nowCOAST help documentation at: http://new.nowcoast.noaa.gov/help/#section=layerinfoReferencesNOAA, 2013: Geostationary Operational Environmental Satellites (GOES). (Available at http://www.ospo.noaa.gov/Operations/GOES/index.html)A Basic Introduction to Water Vapor Imagery. (Available at http://cimss.ssec.wisc.edu/goes/misc/wv/wv_intro.html)CIMSS, 1996: Water Vapor Imagery Tutorial (Available at http://cimss.ssec.wisc.edu/goes/misc/wv/)

This application is intended for informational purposes only and is not an operational product. The tool provides the capability to access, view and interact with satellite imagery, and shows the latest view of Earth as it appears from space.This website should not be used to support operational observation, forecasting, emergency, or disaster mitigation operations, either public or private. In addition, we do not provide weather forecasts on this site — that is the mission of the National Weather Service. Please contact them for any forecast questions or issues. Using the Maps​What does the Layering Options icon mean?The Layering Options widget provides a list of operational layers and their symbols, and allows you to turn individual layers on and off. The order in which layers appear in this widget corresponds to the layer order in the map. The top layer ‘checked’ will indicate what you are viewing in the map, and you may be unable to view the layers below.Layers with expansion arrows indicate that they contain sublayers or subtypes.Do these maps work on mobile devices and different browsers?Yes!Why are there black stripes / missing data on the map?NOAA Satellite Maps is for informational purposes only and is not an operational product; there are times when data is not available.Why are the North and South Poles dark?The raw satellite data used in these web map apps goes through several processing steps after it has been acquired from space. These steps translate the raw data into geospatial data and imagery projected onto a map. NOAA Satellite Maps uses the Mercator projection to portray the Earth's 3D surface in two dimensions. This Mercator projection does not include data at 80 degrees north and south latitude due to distortion, which is why the poles appear black in these maps. NOAA's polar satellites are a critical resource in acquiring operational data at the poles of the Earth and some of this imagery is available on our website (for example, here ).Why does the imagery load slowly?This map viewer does not load pre-generated web-ready graphics and animations like many satellite imagery apps you may be used to seeing. Instead, it downloads geospatial data from our data servers through a Map Service, and the app in your browser renders the imagery in real-time. Each pixel needs to be rendered and geolocated on the web map for it to load.How can I get the raw data and download the GIS World File for the images I choose?The geospatial data Map Service for the NOAA Satellite Maps GOES satellite imagery is located on our Satellite Maps ArcGIS REST Web Service ( available here ). We support open information sharing and integration through this RESTful Service, which can be used by a multitude of GIS software packages and web map applications (both open and licensed).Data is for display purposes only, and should not be used operationally.Are there any restrictions on using this imagery?NOAA supports an open data policy and we encourage publication of imagery from NOAA Satellite Maps; when doing so, please cite it as "NOAA" and also consider including a permalink (such as this one) to allow others to explore the imagery.For acknowledgment in scientific journals, please use:We acknowledge the use of imagery from the NOAA Satellite Maps application: LINKThis imagery is not copyrighted. You may use this material for educational or informational purposes, including photo collections, textbooks, public exhibits, computer graphical simulations and internet web pages. This general permission extends to personal web pages.About this satellite imageryWhat am I seeing in the Global Archive Map?In this map, you will see the whole Earth as captured each day by our polar satellites, based on our multi-year archive of data. This data is provided by NOAA’s polar orbiting satellites (NOAA-20 from June 2024 to April 10, 2025 and NOAA-21 from April 11, 2025 to today). The polar satellites circle the globe 14 times a day taking in one complete view of the Earth every 24 hours. This complete view is what is projected onto the flat map scene each morning. What is global true color imagery? The global ‘true color’ map displays land, water and clouds as they would appear to our eye from space, captured each day by NOAA-21.This ‘true color’ imagery is created using the VIIRS sensors onboard the NOAA-20 and NOAA-21 polar orbiting satellites. Although true-color images like this may appear to be photographs of Earth, they aren't. They are created by combining data from the three color bands on the VIIRS instrument sensitive to the red, green and blue (or RGB) wavelengths of light into one composite image. In addition, data from several other bands are often also included to cancel out or correct atmospheric interference that may blur parts of the image. Learn more about the VIIRS sensor here.About the satellitesWhat is the NOAA-20 satellite? Launched in November 2017, NOAA-20 is NOAA's newest polar-orbiting satellite, and the first of the Joint Polar Satellite System (JPSS) series, a collaborative effort between NOAA and NASA. As the backbone of the global satellite observing system, NOAA-20 circles the Earth from pole to pole and crosses the equator about 14 times daily, providing full global coverage twice daily - from 512 miles away. The satellite's instruments measure temperature, water vapor, ozone, precipitation, fire and volcanic eruptions, and can distinguish snow and ice cover under clouds. This data enables more accurate weather forecasting for the United States and the world.

Discover the booming satellite remote sensing software market! This in-depth analysis reveals key trends, growth drivers, regional market shares, and leading companies shaping this $2.2 billion (2025 est.) industry. Explore the potential of precision agriculture, water resource management, and more.

The digital soil mapping platforms market is experiencing robust growth, driven by the increasing need for precise and efficient soil analysis in agriculture and related sectors. The market's expansion is fueled by several key factors, including the rising adoption of precision agriculture techniques, the growing demand for improved crop yields, and the increasing availability of advanced technologies such as satellite imagery, mobile scouting applications, and sophisticated data analytics. Government initiatives promoting sustainable agriculture and research in soil science further contribute to market expansion. The market is segmented by application (agriculture cooperatives, government and research institutes, agribusiness companies, and others) and type of technology (mobile scouting, satellite imagery, and others). While the precise market size in 2025 is unavailable, considering a plausible CAGR of 15% (a conservative estimate based on the adoption rate of similar precision agriculture technologies) and assuming a 2024 market size of $800 million, the 2025 market size could be estimated around $920 million. North America and Europe currently hold significant market share, but the Asia-Pacific region shows significant potential for growth due to increasing agricultural activities and technological advancements. Despite its growth trajectory, the market faces certain restraints. High initial investment costs associated with implementing digital soil mapping platforms can be a barrier for entry for smaller farms and businesses. Data security concerns and the need for skilled professionals to interpret and utilize the complex data generated also pose challenges. However, ongoing technological advancements, reducing costs of sensors and cloud computing, and the development of user-friendly software solutions are expected to mitigate these restraints in the coming years. Companies such as SoilOptix, Veris Technologies, and Trimble are major players driving innovation and market penetration. Future growth will likely be shaped by the increasing integration of AI and machine learning in soil mapping and analysis. The forecast period of 2025-2033 suggests substantial expansion, likely exceeding $2 billion by 2033, driven by continued technological improvements and widespread adoption across different agricultural sectors.

The booming remote sensing software market is projected to reach $5 billion by 2025, growing at a CAGR of 8% until 2033. Driven by advancements in sensor technology and cloud computing, this market caters to various sectors, including environmental monitoring, urban planning, and defense. Learn about key market trends and leading players.

The France Satellite Imagery Services Market is Segmented by Application (Geospatial Data Acquisition and Mapping, Natural Resource Management, Surveillance and Security, Conservation and Research, Disaster Management), End-User (Government, Construction, Transportation and Logistics, Military and Defense, Forestry and Agriculture). The Market Sizes and Forecasts are Provided in Terms of Value (USD) for all the Above Segments.

The remote sensing interpretation software market is experiencing robust growth, driven by increasing demand for precise geospatial data across diverse sectors. The market's expansion is fueled by technological advancements in satellite imagery, drone technology, and artificial intelligence (AI), enabling more efficient and accurate data analysis. Applications span agriculture (precision farming), urban planning (infrastructure development and monitoring), environmental monitoring (deforestation tracking, pollution detection), defense & security (surveillance and intelligence), and natural resource management. The rising adoption of cloud-based solutions and the growing need for real-time data processing further contribute to market expansion. We estimate the market size in 2025 to be approximately $5 billion, considering the significant investments in R&D and the expanding applications across various sectors. A compound annual growth rate (CAGR) of 12% is projected from 2025 to 2033, indicating substantial future growth potential. However, the market also faces challenges. High initial investment costs for software and hardware, the need for specialized expertise in data interpretation, and data security and privacy concerns act as restraints on market growth. Furthermore, the market is characterized by intense competition among established players like Hexagon, Microsoft, and IBM, and emerging technology providers. The market is segmented by software type (cloud-based, on-premise), application (agriculture, urban planning, environmental monitoring), and region. North America and Europe currently hold significant market share, driven by early adoption and established infrastructure. However, the Asia-Pacific region is witnessing rapid growth due to increasing government initiatives and rising investments in infrastructure development. The competitive landscape is dynamic, with mergers and acquisitions, strategic partnerships, and technological innovations shaping the market’s future. The market's trajectory suggests a promising future, but continued innovation and addressal of challenges will be crucial to sustain this growth.

GUI-based software coded in PYTHON to promote throughput image processing and analytics of a big dataset of satellite imagery and provide spatiotemporal monitoring of crop health conditions throughout the growing season by automatically illustrating 1) a field map calendar (FMC) with daily thumbnails of vegetation heatmaps in each month and 2) a seasonal Vegetation Index (VI) Profile of the crop fields. Output examples of FMC and VI Profile are found in files named in fmCalendar.jpg and NDVI_Profile.jpg, respectively, which were created satellite imagery on 5/1-10/31 in 2020 from a sugarbeet field in Moorhead, MN.

EarthExplorerUse the USGS EarthExplorer (EE) to search, download, and order satellite images, aerial photographs, and cartographic products. In addition to data from the Landsat missions and a variety of other data providers, EE provides access to MODIS land data products from the NASA Terra and Aqua missions, and ASTER level-1B data products over the U.S. and Territories from the NASA ASTER mission. Registered users of EE have access to more features than guest users.Earth Explorer Distribution DownloadThe EarthExplorer user interface is an online search, discovery, and ordering tool developed by the United States Geological Survey (USGS). EarthExplorer supports the searching of satellite, aircraft, and other remote sensing inventories through interactive and textual-based query capabilities. Through the interface, users can identify search areas, datasets, and display metadata, browse and integrated visual services within the interface.The distributable version of EarthExplorer provides the basic software to provide this functionality. Users are responsible for verification of system recommendations for hosting the application on your own servers. By default, this version of our code is not hooked up to a data source so you will have to integrate the interface with your data. Integration options include service-based API's, databases, and anything else that stores data. To integrate with a data source simply replace the contents of the 'getDataset' and 'search' functions in the CWIC.php file.Distribution is being provided due to users requests for the codebase. The EarthExplorer source code is provided "As Is", without a warranty or support of any kind. The software is in the public domain; it is available to any government or private institution.The software code base is managed through the USGS Configuration Management Board. The software is managed through an automated configuration management tool that updates the code base when new major releases have been thoroughly reviewed and tested.Link: https://earthexplorer.usgs.gov/

Discover the booming Satellite Remote Sensing Software market! Explore key trends, growth drivers, and regional market shares in our comprehensive analysis. Learn about leading companies and the future of this technology in agriculture, forestry, and beyond. Get the insights you need to make informed decisions.