Este documento presenta un proyecto de fin de carrera sobre el reconocimiento de objetos mediante el sensor 3D Kinect. En la introducción, se realiza un breve recorrido por la historia de la visión por computador. A continuación, se exponen los objetivos del proyecto y el estado del arte en cuanto a la adquisición de datos, segmentación e identificación de objetos. Luego, se describen los conceptos teóricos necesarios y las herramientas utilizadas, tanto hardware como software. Finalmente, se detalla el método diseñado,
ABC Report - 123 (gathered with reference)Jing Chuang
1. The document summarizes a fieldwork report on traversing conducted by 4 students at Taylor's University Lakeside Campus. They measured angles and distances between stations A, B, C, and D in the campus parking lot using a theodolite.
2. The data collected was used to calculate angular errors, azimuths, latitudes, departures, and station coordinates. The total misclosure error was within an acceptable range.
3. Through this fieldwork, the students gained experience using traversing instruments like theodolites and were able to obtain accurate measurements and calculate results. It provided valuable practical lessons that will benefit their future work.
This document discusses different types of traverses used in geomatics, including loop and link traverses. It provides steps to complete a loop traverse, including computing latitudes and departures, azimuths, and final coordinates. It also discusses issues that can arise from short legs in a traverse, where carrying the orientation through subsequent legs can distort the overall shape of the traverse. Precision is computed to be around 1/4300 for the example loop traverse.
The document discusses key concepts in geodetic astronomy including orbits, the celestial sphere, the ecliptic plane, and equinoxes and solstices. It provides historical context on how our understanding of orbits has developed from early geocentric models using epicycles to Kepler's elliptical model centered on the Sun. Kepler's laws established that planets follow elliptical rather than circular orbits, with speed dependent on distance from the Sun and a relationship between orbital properties and period.
This document provides an overview of classification methods in ENVI, including both unsupervised and supervised techniques. It examines Landsat TM data of Cañon City, Colorado using various methods. Unsupervised techniques explored are K-Means and ISODATA clustering, which group pixels without user-defined training samples. Supervised methods covered include parallelepiped, maximum likelihood, minimum distance, and Mahalanobis distance classification. Post-classification processing steps like clumping, sieving, combining classes, and accuracy assessment are also discussed. The tutorial uses the Cañon City data to demonstrate each classification approach and analyze the results.
This document provides an overview of geography awareness week and GIS. It discusses what GIS is, including how it can be used as a geodatabase, for geovisualization, and spatial analysis. It then discusses several applications of GIS in areas such as natural resource management, emergency response, social science, history, and trends in online GIS, cloud/mobile GIS, 3D-GIS, and volunteered geographic information.
Este documento presenta un proyecto de fin de carrera sobre el reconocimiento de objetos mediante el sensor 3D Kinect. En la introducción, se realiza un breve recorrido por la historia de la visión por computador. A continuación, se exponen los objetivos del proyecto y el estado del arte en cuanto a la adquisición de datos, segmentación e identificación de objetos. Luego, se describen los conceptos teóricos necesarios y las herramientas utilizadas, tanto hardware como software. Finalmente, se detalla el método diseñado,
ABC Report - 123 (gathered with reference)Jing Chuang
1. The document summarizes a fieldwork report on traversing conducted by 4 students at Taylor's University Lakeside Campus. They measured angles and distances between stations A, B, C, and D in the campus parking lot using a theodolite.
2. The data collected was used to calculate angular errors, azimuths, latitudes, departures, and station coordinates. The total misclosure error was within an acceptable range.
3. Through this fieldwork, the students gained experience using traversing instruments like theodolites and were able to obtain accurate measurements and calculate results. It provided valuable practical lessons that will benefit their future work.
This document discusses different types of traverses used in geomatics, including loop and link traverses. It provides steps to complete a loop traverse, including computing latitudes and departures, azimuths, and final coordinates. It also discusses issues that can arise from short legs in a traverse, where carrying the orientation through subsequent legs can distort the overall shape of the traverse. Precision is computed to be around 1/4300 for the example loop traverse.
The document discusses key concepts in geodetic astronomy including orbits, the celestial sphere, the ecliptic plane, and equinoxes and solstices. It provides historical context on how our understanding of orbits has developed from early geocentric models using epicycles to Kepler's elliptical model centered on the Sun. Kepler's laws established that planets follow elliptical rather than circular orbits, with speed dependent on distance from the Sun and a relationship between orbital properties and period.
This document provides an overview of classification methods in ENVI, including both unsupervised and supervised techniques. It examines Landsat TM data of Cañon City, Colorado using various methods. Unsupervised techniques explored are K-Means and ISODATA clustering, which group pixels without user-defined training samples. Supervised methods covered include parallelepiped, maximum likelihood, minimum distance, and Mahalanobis distance classification. Post-classification processing steps like clumping, sieving, combining classes, and accuracy assessment are also discussed. The tutorial uses the Cañon City data to demonstrate each classification approach and analyze the results.
This document provides an overview of geography awareness week and GIS. It discusses what GIS is, including how it can be used as a geodatabase, for geovisualization, and spatial analysis. It then discusses several applications of GIS in areas such as natural resource management, emergency response, social science, history, and trends in online GIS, cloud/mobile GIS, 3D-GIS, and volunteered geographic information.
This document discusses the application of Geographic Information Systems (GIS) for various purposes:
1) GIS is used for disaster and emergency management like mapping earthquakes, cyclones, landslides, floods, and fires. It allows for relief and rehabilitation efforts to be planned.
2) GIS enables crime mapping and prediction by analyzing patterns of past crimes.
3) Other applications include GIS-based analysis of parking availability, deforestation over time, and generating contour maps and studying topography.
This document discusses triangulation, which is a surveying technique used to establish horizontal control networks over large areas. It involves measuring angles and lengths within networks of triangles. There are different orders of triangulation based on accuracy and area covered, including primary, secondary, and tertiary triangulation. Key aspects discussed include triangulation station layout and design, angle and distance measurements, controlling errors, and computation of unknown lengths and directions within triangles.
The document discusses the key components and concepts of a National Spatial Data Infrastructure (NSDI). An NSDI aims to integrate distributed geospatial data through partnerships between different levels of government and private organizations. It establishes standards, frameworks and metadata to facilitate discovery and sharing of geospatial data. Central to an NSDI is a clearinghouse that allows users to search metadata from distributed servers according to common protocols. When properly implemented through the coordination of stakeholders, an NSDI can help reduce data duplication, lower costs and make critical spatial information more accessible.
Urban sprawl in Mangalore and Udupi regions of Karnataka, India is modeled and analyzed using GIS and other techniques. Shannon's entropy and landscape metrics are used to analyze patterns and structures of urban growth. Regression analysis is performed to quantify relationships between factors like population, density, and distance from cities, and the extent of built-up areas. Non-linear models provide better predictions of cumulative effects of variables on urbanization compared to linear models. This methodology can effectively model and analyze urban sprawl dynamics.
The client has requested a map showing the legal boundaries of their property in Lino Lakes, Minnesota. This will involve snapping together existing plat maps, interpreting the legal description, and conducting field work to GPS coordinate the property lines and attributes. Additional data layers will need to be incorporated to determine if any portions of the land contain a private bridge, wetlands, or a water channel. The final map is intended solely for the client's personal use.
Aerial surveying technology is utilized in a wide range of fields throughout the world. These range from the creation of maps, to terrain analysis and research (rivers, soil erosion, coasts, etc.), urban planning, road planning (roads, rails, etc.), and vegetation research (forests, agriculture, lakes and marshland, etc.).
Map projections allow geographic information on the spherical Earth to be represented on a flat surface like a map. There are many types of map projections that preserve different spatial properties through various techniques. The key types are cylindrical, conic, and planar/azimuthal projections which result from projecting graticules from a globe onto developable surfaces like cylinders, cones, or planes. Properties like area, shape, direction, and distance are differently preserved depending on the specific projection used.
Uttam Pudasaini gives a presentation on geomatics, which involves determining the precise position of objects on Earth and representing spatial information digitally. Geomatics incorporates fields like geodesy, surveying, GPS, remote sensing, photogrammetry, GIS and programming for spatial data analysis. It is a rapidly developing industry focused on collecting and analyzing location-based information. Geomatics engineers design systems to gather and study data about land, oceans, natural resources and man-made structures to support decision-making. The career was entered due to advice, scholarships and its dynamic nature combining mathematics, computers, travel and policy work.
IMPACT OF COAL MINING ON LAND USE/LAND COVER USING REMOTE SENSING AND GIS TEC...Abhiram Kanigolla
The document discusses two case studies that analyze the impact of coal mining on land use and land cover over time using remote sensing and GIS techniques. Both studies find that coal mining activities have significantly degraded forests and agricultural lands through the creation of mining pits and dumping of overburden materials. The first case study examines changes between 1993 and 2010 around Singrauli, India, finding increases in mining and settlements and decreases in forests and water bodies. The second assesses changes from 1992 to 2009 in South Karanpura, India, documenting total forest destruction near some mines. Both studies demonstrate the ability of remote sensing and GIS to accurately measure and monitor land use/cover changes over periods of mining.
Geomatics is the discipline of gathering, storing, processing, and delivering geographic information or spatially referenced information. It involves topics such as geodesy, topography, land surveying, cartography, photogrammetry, remote sensing, GPS, laser scanning, GIS, decision support systems, expert systems, and webGIS. Geomatics uses techniques from geography, computer science, and ontology to systematically collect, integrate, analyze, and distribute geospatial data for applications such as climate change monitoring, resource management, urban planning, and more.
This document discusses techniques for computing the area inside a closed traverse in surveying. It describes several methods, including a graphical method of counting grid squares, and algebraic methods using the latitudes and departures of lines and their interior angles. An example problem is provided to demonstrate calculating latitudes and departures, computing closure error, and balancing angles and errors using the Bowditch rule. The goal of these methods is to obtain more accurate locations for traverse corners and reduce closure errors.
Techniques of Land Surveying
The structure of Presentation:
Introduction to Land Survey
History of Land Survey
Types of Land Survey
Measurements
Modern Technologies
Geographical Information System
Photogrammetry
LiDAR
Airborne LiDAR
3D laser scanners
basic concept of geographic data,GIS and its component,data acquisition ,raster, vector formats,spatial data,topology and data model data output ,GIS applications
The document discusses the basic components of a geographic information system (GIS), including remote sensing, global positioning systems, and GIS software. It describes how remote sensing uses satellites or aircraft to capture digital images of the Earth's surface, and how GPS uses satellites to provide precise location data. It explains that GIS software allows users to input, store, manipulate, analyze, and display geographic spatial information. The document also provides examples of how GIS is used in various fields like facilities management, environmental analysis, and health.
This PPT gives a brief description about Geomatics, the disciplines and techniques constituting Geomatics, Geographic Information System or GIS, GIS data (Spatial Data and Non- Spatial Data), GIS data models, GIS application in Petroleum Exploration, Coordinate System, Geodetic Datum and ArcGIS.
Aerial photography involves taking photographs of the ground from an elevated perspective using cameras mounted on aircraft or drones. The key aspects of aerial photography include:
- Photos have geometric distortions that can be corrected through photogrammetry to allow for accurate measurements, mapping, and 3D modeling.
- Factors like camera tilt, flight height, and relief displacement of objects must be accounted for.
- Aerial photos have specific scales depending on the flight altitude, and these scales are larger than typical maps, showing greater detail of a smaller area.
- Aerial photos find diverse uses in fields like geology, agriculture, land use planning, and environmental monitoring by providing overhead perspectives not available from ground level.
Geodesy is the science of measuring and understanding the Earth. It involves determining the size, shape, and gravitational and magnetic fields of the Earth. Geodesy uses measurements from satellites, GPS, and fieldwork to model the Earth as a flattened ellipsoid with parameters like semi-major and semi-minor axes. An accurate mathematical model of the ellipsoid is needed for scientific and practical applications involving the representation of the Earth's shape.
1) The document discusses various aspects of cartography including the uses of maps, elements of map composition, cartographic elements, and symbolization.
2) Key elements of maps include scale, legend, sources, titles, projections, and visual elements like color, shape, and size which are used to represent different types of geographic features.
3) Effective map design considers the intended message, audience, and balance of elements; generalization and simplification of information is important to communicate clearly.
New Study Of Gita Nov 13 Dr. Shriniwas Kashalikarabhishekka
Dr. Shriniwas Kashalikar discusses concepts from the Bhagavad Gita related to how one can overcome being one's own enemy through proper negotiation and mastery of consciousness. Arjuna experiences a vision of Krishna's cosmic form, realizing that Krishna pervades all of existence. Lord Krishna explains that worshipping him in both formless and concrete forms through devotion, love and remembrance can help individuals merge with and reach the supreme cosmic consciousness.
This document discusses the application of Geographic Information Systems (GIS) for various purposes:
1) GIS is used for disaster and emergency management like mapping earthquakes, cyclones, landslides, floods, and fires. It allows for relief and rehabilitation efforts to be planned.
2) GIS enables crime mapping and prediction by analyzing patterns of past crimes.
3) Other applications include GIS-based analysis of parking availability, deforestation over time, and generating contour maps and studying topography.
This document discusses triangulation, which is a surveying technique used to establish horizontal control networks over large areas. It involves measuring angles and lengths within networks of triangles. There are different orders of triangulation based on accuracy and area covered, including primary, secondary, and tertiary triangulation. Key aspects discussed include triangulation station layout and design, angle and distance measurements, controlling errors, and computation of unknown lengths and directions within triangles.
The document discusses the key components and concepts of a National Spatial Data Infrastructure (NSDI). An NSDI aims to integrate distributed geospatial data through partnerships between different levels of government and private organizations. It establishes standards, frameworks and metadata to facilitate discovery and sharing of geospatial data. Central to an NSDI is a clearinghouse that allows users to search metadata from distributed servers according to common protocols. When properly implemented through the coordination of stakeholders, an NSDI can help reduce data duplication, lower costs and make critical spatial information more accessible.
Urban sprawl in Mangalore and Udupi regions of Karnataka, India is modeled and analyzed using GIS and other techniques. Shannon's entropy and landscape metrics are used to analyze patterns and structures of urban growth. Regression analysis is performed to quantify relationships between factors like population, density, and distance from cities, and the extent of built-up areas. Non-linear models provide better predictions of cumulative effects of variables on urbanization compared to linear models. This methodology can effectively model and analyze urban sprawl dynamics.
The client has requested a map showing the legal boundaries of their property in Lino Lakes, Minnesota. This will involve snapping together existing plat maps, interpreting the legal description, and conducting field work to GPS coordinate the property lines and attributes. Additional data layers will need to be incorporated to determine if any portions of the land contain a private bridge, wetlands, or a water channel. The final map is intended solely for the client's personal use.
Aerial surveying technology is utilized in a wide range of fields throughout the world. These range from the creation of maps, to terrain analysis and research (rivers, soil erosion, coasts, etc.), urban planning, road planning (roads, rails, etc.), and vegetation research (forests, agriculture, lakes and marshland, etc.).
Map projections allow geographic information on the spherical Earth to be represented on a flat surface like a map. There are many types of map projections that preserve different spatial properties through various techniques. The key types are cylindrical, conic, and planar/azimuthal projections which result from projecting graticules from a globe onto developable surfaces like cylinders, cones, or planes. Properties like area, shape, direction, and distance are differently preserved depending on the specific projection used.
Uttam Pudasaini gives a presentation on geomatics, which involves determining the precise position of objects on Earth and representing spatial information digitally. Geomatics incorporates fields like geodesy, surveying, GPS, remote sensing, photogrammetry, GIS and programming for spatial data analysis. It is a rapidly developing industry focused on collecting and analyzing location-based information. Geomatics engineers design systems to gather and study data about land, oceans, natural resources and man-made structures to support decision-making. The career was entered due to advice, scholarships and its dynamic nature combining mathematics, computers, travel and policy work.
IMPACT OF COAL MINING ON LAND USE/LAND COVER USING REMOTE SENSING AND GIS TEC...Abhiram Kanigolla
The document discusses two case studies that analyze the impact of coal mining on land use and land cover over time using remote sensing and GIS techniques. Both studies find that coal mining activities have significantly degraded forests and agricultural lands through the creation of mining pits and dumping of overburden materials. The first case study examines changes between 1993 and 2010 around Singrauli, India, finding increases in mining and settlements and decreases in forests and water bodies. The second assesses changes from 1992 to 2009 in South Karanpura, India, documenting total forest destruction near some mines. Both studies demonstrate the ability of remote sensing and GIS to accurately measure and monitor land use/cover changes over periods of mining.
Geomatics is the discipline of gathering, storing, processing, and delivering geographic information or spatially referenced information. It involves topics such as geodesy, topography, land surveying, cartography, photogrammetry, remote sensing, GPS, laser scanning, GIS, decision support systems, expert systems, and webGIS. Geomatics uses techniques from geography, computer science, and ontology to systematically collect, integrate, analyze, and distribute geospatial data for applications such as climate change monitoring, resource management, urban planning, and more.
This document discusses techniques for computing the area inside a closed traverse in surveying. It describes several methods, including a graphical method of counting grid squares, and algebraic methods using the latitudes and departures of lines and their interior angles. An example problem is provided to demonstrate calculating latitudes and departures, computing closure error, and balancing angles and errors using the Bowditch rule. The goal of these methods is to obtain more accurate locations for traverse corners and reduce closure errors.
Techniques of Land Surveying
The structure of Presentation:
Introduction to Land Survey
History of Land Survey
Types of Land Survey
Measurements
Modern Technologies
Geographical Information System
Photogrammetry
LiDAR
Airborne LiDAR
3D laser scanners
basic concept of geographic data,GIS and its component,data acquisition ,raster, vector formats,spatial data,topology and data model data output ,GIS applications
The document discusses the basic components of a geographic information system (GIS), including remote sensing, global positioning systems, and GIS software. It describes how remote sensing uses satellites or aircraft to capture digital images of the Earth's surface, and how GPS uses satellites to provide precise location data. It explains that GIS software allows users to input, store, manipulate, analyze, and display geographic spatial information. The document also provides examples of how GIS is used in various fields like facilities management, environmental analysis, and health.
This PPT gives a brief description about Geomatics, the disciplines and techniques constituting Geomatics, Geographic Information System or GIS, GIS data (Spatial Data and Non- Spatial Data), GIS data models, GIS application in Petroleum Exploration, Coordinate System, Geodetic Datum and ArcGIS.
Aerial photography involves taking photographs of the ground from an elevated perspective using cameras mounted on aircraft or drones. The key aspects of aerial photography include:
- Photos have geometric distortions that can be corrected through photogrammetry to allow for accurate measurements, mapping, and 3D modeling.
- Factors like camera tilt, flight height, and relief displacement of objects must be accounted for.
- Aerial photos have specific scales depending on the flight altitude, and these scales are larger than typical maps, showing greater detail of a smaller area.
- Aerial photos find diverse uses in fields like geology, agriculture, land use planning, and environmental monitoring by providing overhead perspectives not available from ground level.
Geodesy is the science of measuring and understanding the Earth. It involves determining the size, shape, and gravitational and magnetic fields of the Earth. Geodesy uses measurements from satellites, GPS, and fieldwork to model the Earth as a flattened ellipsoid with parameters like semi-major and semi-minor axes. An accurate mathematical model of the ellipsoid is needed for scientific and practical applications involving the representation of the Earth's shape.
1) The document discusses various aspects of cartography including the uses of maps, elements of map composition, cartographic elements, and symbolization.
2) Key elements of maps include scale, legend, sources, titles, projections, and visual elements like color, shape, and size which are used to represent different types of geographic features.
3) Effective map design considers the intended message, audience, and balance of elements; generalization and simplification of information is important to communicate clearly.
New Study Of Gita Nov 13 Dr. Shriniwas Kashalikarabhishekka
Dr. Shriniwas Kashalikar discusses concepts from the Bhagavad Gita related to how one can overcome being one's own enemy through proper negotiation and mastery of consciousness. Arjuna experiences a vision of Krishna's cosmic form, realizing that Krishna pervades all of existence. Lord Krishna explains that worshipping him in both formless and concrete forms through devotion, love and remembrance can help individuals merge with and reach the supreme cosmic consciousness.
Abdullah Bin Bahari completed a 3-month internship at Integrated Commerce Sdn Bhd from February 9, 2015 to May 22, 2015. Integrated Commerce Sdn Bhd is a private IT services company established in 2000 that provides system integration solutions, system development, content development, and healthcare services. During the internship, Abdullah helped redesign the company's EasyTuition website, including creating new pages and features, and was tasked with reviewing and improving existing e-learning courseware modules. He learned skills like website development using different platforms like WordPress and HTML5, fulfilling user requirements, and using software like Adobe Captivate and Photoshop.
Este documento discute las "pedagogías emergentes", enfoques pedagógicos nuevos y no bien sistematizados que surgen alrededor del uso de las TIC en educación para aprovechar su potencial comunicativo, informacional, colaborativo e interactivo en el marco de una nueva cultura del aprendizaje, las cuales pueden o no ser consideradas "nuevas pedagogías", son organismos en evolución, atraviesan ciclos de sobreexpectación y su impacto aún no ha sido bien investigado, aunque tienen un potencial disruptivo mayor
Shri Laxmi Narayan Dr. Shriniwas Kashalikarabhishekka
The document describes the author's childhood visits to the Laxmi Narayan temple in Walaval, India. As a child, the author enjoyed the scenic drive through green areas and small shops selling snacks and tea. The centuries-old temple and nearby lake made strong impressions. As an adult, the author's beliefs drifted after learning Marxist analysis but they have since realized the importance of family deities in guiding individuals towards cosmic consciousness from a young age in a gentle way through participation in worship and cultural activities. Visiting the Laxmi Narayan temple continues to be a rejuvenating reminder of this guidance for the author.
The document discusses the startup ecosystems in London and Italy. It defines what a startup is and describes key aspects of London's Tech City program including major players, critical success factors, side effects, and schemes that could benefit the developing Italian startup scene. Suggestions are provided for what the Italian government and private sector can do to foster more collaboration, diversity, and a culture open to entrepreneurship and failure. The goal is to trigger economic growth and attract foreign investment by developing a modern entrepreneurial culture and innovation-friendly environment.
Smart city has 316,000 Instagram followers that can help promote advertising, distributing it across pages quickly and potentially increasing profits. Google is often people's first search for products or information, so appearing at the top of search results for relevant queries can drive beneficial advertising. YouTube encourages engagement through likes, comments, and sharing, exposing promotional videos to its large daily audience and gathering new feedback to help improve products. Both Twitter and Facebook are important for marketing through their large user bases that can be turned into customers using new strategic approaches.
13. regionun tərkibi:
Abşeron rayonu
Xızı rayonu
Sumqayıt şəhəri
Abşeron
iqtisadi regionu
Ərazi - 373 000 ha
Əhali - 545,3 min nəfər
Yaşayış fondu – 9 345,9 min m2
baş planlar
baş səhifə
20. Quba - Xacmaz
iqtisadi regionu
Ərazi - 696 000 ha
Əhali - 491,7 min nəfər
Yaşayış fondu – 6146.5 m2
Quba - Xacmaz
iqtisadi regionu
Ərazi - 696 000 ha
Əhali - 491,7 min nəfər
Yaşayış fondu – 7 149,9 min m2
regionun tərkibi:
Qusar rayonu
Xaçmaz rayonu
Quba rayonu
Şabran rayonu
Siyəzən rayonu
baş səhifə
27. Gəncə - Qazax
iqtisadi regionu
Ərazi – 1 248 731 ha
Əhali – 1 339,4 min nəfər
Yaşayış fondu – 39 619,9 min m2
regionun tərkibi:
Gəncə şəhəri
Qazax rayonu
Ağstafa rayonu
Tovuz rayonu
Şamkir rayonu
Gədəbəy rayonu
Daşkəsən rayonu
Samux rayonu
Göygöl rayonu
Goranboy rayonu
Naftalan şəhəri
baş səhifə
43. Şəki - Zaqatala
iqtisadi regionu
Ərazi - 896 436 ha
Əhali - 681,5 min nəfər
Yaşayış fondu – 11 233 800 m2
regionun tərkibi:
Balakən rayonu
Zaqatala rayonu
Qax rayonu
Şəki rayonu
Oğuz rayonu
Qəbələ rayonu
baş səhifə
59. Dağlıq Şırvan
iqtisadi regionu
Ərazi - 617 854 ha
Əhali - 408 min nəfər
Yaşayış fondu – 7 158 700 m2
regionun tərkibi:
Qobustan rayonu
İsmayılı rayonu
Ağsu rayonu
Şamaxı rayonu
baş səhifə
72. Aran
iqtisadi regionu
Ərazi – 2 114 960 ha
Əhali – 2 165,0 min nəfər
Yaşayiş fondu – 54 125,0 min m2regionun tərkibi:
Göyçay rayonu
Beyləqan rayonu
Ağcəbədi rayonu
Bərdə rayonu
Neftçala rayonu
Biləsuvar rayonu
Salyan rayonu
Yevlax rayonu
Mingəçevir şəhəri
Ağdaş rayonu
Ucar rayonu
Zərdab rayonu
Kürdamir rayonu
İmişli rayonu
Saatlı rayonu
Sabirabad rayonu
Hacıqabul rayonu
Şırvan şəhəri
baş səhifə
97. Lənkəran
iqtisadi regionu
Ərazi - 607 000 ha
Əhali - 1105,7 min nəfər
Yaşayış fondu – 28850,2 min m2
regionun tərkibi:
Astara rayonu
Lənkəran rayonu
Lerik rayonu
Yardımlı rayonu
Masallı rayonu
Cəlilabad rayonu
baş səhifə
111. Kəlbəcər - Laçin
iqtisadi regionu
Ərazi - 642 000 ha
Əhali - 240,1 min nəfər
regionun tərkibi:
Kəlbəcər rayonu
Laçin rayonu
Qubadlı rayonu
Zəngilan rayonu
baş səhifə
112. Yuxarı Qarabağ
iqtisadi regionu
Ərazi - 733 000 ha
Əhali - 645,0 min nəfər
regionun tərkibi:
Cəbrail rayonu
Füzuli rayonu
Ağdam rayonu
Tərtər rayonu
Xocalı rayonu
Şuşa rayonu
Xocavənd rayonu
Xankəndi şəhəri
baş səhifə
113. Naxçıvan
iqtisadi regionu
Ərazi - 550 000 ha
Əhali - 435,3 min nəfər
Yaşayış fondu – 11 283,5 min m2
regionun tərkibi:
Naxçıvan şəhəri
Sədərək rayonu
Şərur rayonu
Babək rayonu
Şahbuz rayonu
Culfa rayonu
Ordubad rayonu
Kəngərli rayonu baş səhifə