Specialists from KB "Panorama" have prepared a video tutorial on working with the "Automatic Sattelite Recognition" task in GIS "Panorama". This mode is designed for automatic recognition and vectorization of data on satellite images, aerial photographs, and UAV data. The application sends a request for image recognition for a selected area or object to the "Panorama Vision" automatic recognition and vectorization service. The "Neural Network Model" section has been supplemented with the "Buildings" model.

The video tutorial demonstrates the formation of "Building" objects based on previously mapped agricultural fields and hydrography objects using the "Automatic Sattelite Recognition" task. To start the processing, it is necessary to "Submit a Request" for data processing. During the recognition process, the data recognition settings management dialog provides information about the request status, its completion time, processing stage, completion time, and readiness. The resulting map can be copied or edited, as well as converted to other formats.

When using the service, the total volume of processed data is limited by the number of purchased processor units. Detailed information can be found in the "Panorama Vision" section. You can familiarize yourself with the training materials in the "Video Lessons" section.

The international scientific and technical conference "Digital Reality: Space and Spatial Data, Processing Technologies" has concluded in Minsk. The event took place from September 16 to 19, organized by JSC "Rakurs", Roscosmos State Corporation, the State Property Committee of the Republic of Belarus, and the National Academy of Sciences of Belarus.

Representatives of KB "Panorama" presented reports on topics such as "Artificial Intelligence in Cartography", "Formation of a Unified Geoinformation Space", "Spatial Data: New Digital Reality", and "Experience in Supporting the Federal Spatial Data Fund, Regional GIS of the Ryazan Region, and Corporate GIS". The reports highlighted modern approaches to implementing technological processes for creating, accumulating, processing, and analyzing spatial data, as well as processing geodata using artificial intelligence. Issues regarding the need to develop deep mutual integration of various information systems and improve inter-system interaction were discussed. Company representatives shared their experience in implementing complex state and regional systems such as the Federal Spatial Data Fund, Regional GIS of the Ryazan Region, and GIS Rosseti. The main challenges in designing, implementing, and maintaining such systems were addressed.

The international conference in Minsk became a significant platform for building professional connections among all market participants. The meeting raised questions about providing satellite imagery to consumers and expanding both state and private satellite constellations within the Union State. Discussions were held in the fields of photogrammetry and geodesy, aerial photography, and laser scanning. Participating companies shared modern experiences in implementing GIS in various industries.

Geoportal "Bank of spatial data" has been supplemented with a map of the Federal Republic of Somalia, formed according to OpenStreetMap data. To work with the map, you can use the GIS Panorama Mini program or other software products of KB "Panorama".

The map was led to the modernised classifier of large-scale plans of scale 1: 5 000 (map5000m). Publishing of updates in bank of spatial data is made by using the program of Databank of digital maps and remote sensing data. Publishing contents of bank of spatial data on the geoportal and data access for downloading are implemented by means of GIS WebServer SE.

Free maps on the basis of OpenStreetMap data are available for download on the page "Digital maps".

The XII International Professional IT Conference "Stachka" will take place on September 27-28, 2024, in St. Petersburg. "Stachka" is one of the largest regional IT conferences in Russia, attracting over 2,500 specialists each time—developers, marketers, designers, managers, and business owners.

At the conference, representatives from KB "Panorama" will present a report titled "A Reasonable Compromise - DB and GIS". The presentation will address the effective joint use of DBMS and GIS in large, high-load information systems that work with spatial data. This report will serve as a specialized continuation of the topic of geographic information system architecture that we presented at "Stachka" in Ulyanovsk in 2023. A video of that presentation is available on our website.

At the international conference "Stachka", you can expect over 200 presentations, more than 50 sections, and five areas of focus: development, management, design and content, marketing, startups, and technology. The speakers at "Stachka" include employees from the largest Russian and international IT companies. The conference program includes an expert zone, masterclasses, masterminds, networking opportunities, an indie game exhibition, interactive zones from partners, and other events.

Tickets can be purchased on the official website with a 10% discount by using the promo code "спикер_10". We invite everyone interested to attend the "Stachka" conference!

The KB "Panorama" has developed GIS "Operator" version 15.3.0 for the operating systems "Astra Linux Special Edition", "Alt 8 SP", and RED OS. The program now supports the import of new spatial data formats, includes object list management capabilities, and has improved map editing modes. The new version expands the list of connectable geoportals, adds a task for viewing spatial models of terrain objects, enhances the creation of map objects according to scenarios, and optimizes the visualization of height and depth matrices.

The geoinformation system has implemented functionality for creating object lists on the map. Object lists are generated for selected objects, providing flexible options for including various combinations of objects using all available filtering and selection options provided by the system. The settings for object lists for the current map can be saved in an OBL format file and restored in subsequent sessions if needed. The dialog interface allows for adding new lists, modifying existing lists, and deleting them. Object lists are used for automated processing of groups of objects during intersections and unions, constructing zones around the contours of listed objects with specified parameters, as well as for conducting searches.

Dynamic labeling of list objects has been implemented. This new method allows labels to be applied over the map considering the current display composition and visibility of objects. Dynamic labeling is performed based on the dimensions of the client area of the window. For improved readability during map scaling, these labels are always drawn while maintaining the font size chosen by the user. When labeling a polygonal object, the label is placed in the visible part of the polygon being labeled. When the map image is moved, the label automatically shifts so that its text remains fully within the client area of the window. To enable dynamic labeling, a semantic code must be specified for the selected object list (types of objects), which will serve as the label text. After selecting object lists and displayed semantics, the option "Dynamically label objects" must be enabled. Changing the label color for the list is as simple as selecting a color in the list tree. Additional label parameters can be edited in "Assign custom style" mode. When changing the list's formatting color, label parameters, or semantic code, labels on the map are updated accordingly. Labeling and thematic layer display parameters are saved and restored upon application startup. Dynamic labels are always applied over all open maps, taking into account the visibility of the labeled objects.

The task of creating labels based on object semantics is designed for the automatic generation of object labels on vector maps. Labels are created for selected objects, and the map on which the labeling is performed must be editable. Point, line, vector, and area objects are processed. Flat rectangular coordinates in meters or kilometers or geodetic coordinates in degrees are used during processing. Heights are taken from the object's metrics or interpolated. The settings allow for changing the accuracy and formatting of the labels, as well as adding prefixes and suffixes. Labels can be aligned to the edges or center of the object, with options for vertical and horizontal offset. The angle of text rotation is specified in degrees and can be fixed or extracted from the object's data. Labels can be placed relative to a reference point, along a line, or at the center of a polygon, and can follow the curve of the object. The text of the labels is generated based on the object's characteristics or added manually. This task simplifies the creation of labels, making them more understandable and precise.

The task of exporting maps to DXF format allows for the conversion of map data from GIS "Panorama" into AutoCAD format files. The DXF file contains planned coordinates of objects in meters and height for 3D objects. Users can adjust the accuracy of the coordinates and include semantics recorded in DBF files. To work with semantics, a point must be set as the decimal separator in the operating system settings. Layer names in the DXF file can be specified in various ways: by layer number, object key, and others. Object display modes such as "Fill", "Contour", or "Scheme" are used, with options for creating line styles. The name of the active map is automatically entered into the "Map name" field, while the output file name can be changed manually. The graphic representation of objects is formed based on the symbols of GIS "Panorama". A symbol file in D14 format can be used. A code file allows for changing the layer names in the DXF file. Using a filter, users can select what will be converted —either the entire map or specific objects. The results of the conversion are saved in a text log file and a layer number correspondence file.

The task of importing from DXF format has been improved. Support for various code pages specified in the DXF file has been added for correct processing of labels on the map. Algorithms for reading spatial data in DBM format, opened with GIS Server, have been refined. Diagnostics of the process of connecting to spatial data databases have been expanded, along with error message handling in case of authorization failures.

New features have been implemented in the map editor modes, allowing for the rotation of objects using a single metric point. If the localization of the "Vector" symbol is used, a second point is added to the object. If the localization of the "Point" symbol is used, the rotation of such symbols is performed by adding the semantics "Angle of rotation of the symbol, inset" (code 31017). The rotation of vector symbols is available in the following modes: Move, Scale, and Rotate (on the main editor panel); Rotate Object, Rotate Vector Object, Tilt Vector Object (on the "Edit point" panel).

In the task of connecting geoportals, a new geoportal "Road fund control system" has been added, featuring numerous new layers such as "Highways", "Airports", "Sea and river ports", "Road infrastructure and diagnostics data", "Hazardous areas", and others. Additionally, geoportals from Roskadastr, the National Spatial Data System, and the Federal Forestry Agency have been added, including layers of orthophotos, topographic maps, cadastral data, territorial zones, cultural heritage sites, and forest management boundaries.

A new task "View BIM Model" has been developed. It allows for a detailed examination of the 3D geometry of a construction object or complex of construction objects and the associated attribute information of model elements (e.g., material, article number, etc.). BIM (Building Information Model) represents an object-oriented model consisting of elements, each belonging to its class—walls, floors, windows, reinforcement, and so on. The class of an element defines its properties and behavior. This task supports the IFC format—an open standard for representing BIM data. To assign a BIM model, it is necessary to select an object on the map and use the "Object selection" dialog on the "Semantics" tab to specify a link to the file (semantics: Link to BIM Model File). This dialog provides modes for viewing the BIM model and navigating to the map object to which the model has been assigned.

There is an option for thematic highlighting (coloring) of the list of BIM models; objects on the map that have a filled link to a BIM model in their semantics will be highlighted. When highlighting objects with BIM models is enabled, quick selection of the nearest BIM model to the cursor on the map is available. Clicking the left mouse button anywhere in the document will open a dialog to view the nearest BIM model to the cursor.

The "View BIM Model" dialog is presented as a 3D image and an attribute tree of the model. The model can be zoomed using the mouse wheel and rotated by pressing the left mouse button and moving left, right, up, or down. A model element can be selected both in the attribute tree and in the 3D view window.

The "Scenario creation" mode in the "Map editor" task has been refined. This mode is designed for quickly creating a specific set of objects by selecting a creation scenario proposed in the "Select scenario" dialog. By selecting the desired scenario and clicking the "Apply" button, users can quickly place a group of objects on a pre-defined map, guided by prompts in the lower-left corner of the window. The data and order of creation are pre-formed and stored in scenario files, which are text files named according to the classifier file name. A scenario file can be created or edited using any text editor. The created file can also be edited in the "Edit scenario" dialog.

A mechanism for auto-saving a complete copy of the map during editing has been implemented. To automatically save maps stored locally on the user's computer, it is necessary to add the map to the auto-save list in the "Auto-save maps" dialog and set the frequency of copy creation. This includes specifying the number of hours after which auto-saving occurs if any changes are made, or the number of changes since the last copy was created, at which point the data saving operation is executed. Copies are created in the local or network folder (repository) specified by the user. For each map, a subdirectory is created with the name of the map and a GUID identifier. If a GUID was not set for the map, it will be automatically filled in. Within this subdirectory, directories are created with the year number, current date, and copy number for that date. No more than the specified number of copies can be saved in one day. If conditions arise to create new copies when the maximum number has already been reached, intermediate copies that were created closer in time to adjacent instances will be deleted. The remaining copies will be renumbered sequentially. When copying the map, all data files and service files are preserved. A record is added to the copy creation log with the time of creation, the path to the original map, and the path to the created copy.

The connection of spatial data in Mbtiles, BIR, and GeoPackage formats has been improved. The new version adds support for the WebP format, which is used for compressing images in Mbtiles, BIR, GeoPackage databases, and geoportals. The WebP format allows for both lossy and lossless image compression. It is based on the compression algorithm for still images (keyframes) from the VP8 video codec and uses the RIFF container for storage. This format compresses images on average 40% more efficiently than JPEG. It is widely used for transmitting data and images in geoportals, as its smaller size accelerates data transfer. A new geoportal has been added: Topographic Maps of the World.

The rendering of elevation and depth matrices has been accelerated with smoothing. The display of smoothed matrices has been parallelized, significantly reducing delays when working with them. For example, on a quad-core processor with a clock speed of 3.5 GHz, the rendering speed of smoothed matrices has increased by 2.5 times.

The "Import raster data" task has been enhanced. The import of raster formats MrSID (SID) and ECW has been added. These formats are used for compressing raster graphics. Using these formats, large packed raster images, such as aerial photography and satellite images, can be quickly viewed in parts without needing to unpack the entire file.

GIS "Operator" SE is a universal domestic geographic information system designed for power structures. The program is intended for accumulating, storing, automated processing, and displaying data, calculation results, and forecasts with geospatial references. GIS "Operator" SE includes tools for displaying and processing vector, raster, and matrix maps. The application provides users with tools for solving specialized tasks such as modeling the movement of special objects against a 3D model backdrop, predicting the consequences of emergencies at hazardous sites, monitoring aircraft movements, conducting geodetic and topographic work, processing data from GPS/GLONASS navigation devices, printing displayed spatial data on various output devices, and many others.

The new version of the program is available for download in the Download section.