Abstract: Dhaka is one of the fastest growing megacities of the world with a dense population over 15 million.
Being the capital of a developing country like Bangladesh, it is experiencing multi-dimensional problems such
as over urbanization, traffic congestion, water logging, solid waste disposal, black smoke from brick kilns and
industrial emissions, sound pollution, pollution of water bodies by industrial discharge and the newly added
calamity, building collapse. Dhaka is a sheer example of having poor legislative actions, inefficient
management and lack of public awareness, which leads the urbanization to an unplanned and resource
consuming development. This paper presents an integrated study of urbanization trends in Dhaka City,
Bangladesh, by using Geographical Information Systems (GIS) and Remote Sensing (RS). This study explores
the land use change pattern of Dhaka City Corporation over 1990-2010, through interactive supervised land
cover classification using Landsat images by ArcGIS 10. The remotely detected land use/cover change from
1990 to 2010 shows that Dhaka is gradually changing as vegetative cover and open spaces have been
transformed into building areas, low land and water bodies into reclaimed built up lands. These changes are
mainly governed by unplanned urban expansion.
Keywords - ArcGIS 10.0, Dhaka City Corporation, GIS, Land Use Pattern, Remote Sensing
Spatiotemporal Land Use Patterns in UrbanizationWaqas Tariq
Urban planning was very much a design and engineering exercise with the state as a single stake holder. Mega cities with millions of population, which has undergone a series of physical as well as socio-economic changes over the last 60 years. These for in different areas of India, new planning approaches require the need to understand the complicated urban land development process. GIS- Geographic Information System and remote sensing provide the advance techniques and methods for studying urban land development and assist urban planning. This research survey firstly describes the urban expansion process till now and land use changes in the inner city.
Applications of RS and GIS in Urban Planning by Rakshith m murthys0l0m0n7
This document discusses the application of remote sensing (RS) and geographical information systems (GIS) in urban planning. It explains that RS allows for the collection of spatial, spectral and temporal data about areas in an accurate and cost-effective manner, while GIS stores and analyzes geographic data in layers. The document then provides several examples of how RS and GIS have been used in urban planning, including analyzing urban sprawl in Bengaluru, mapping land use changes in Mysuru over time, assessing water demand and supply in Nairobi, and monitoring archaeological sites for encroachment using satellite imagery. It concludes that RS and GIS are necessary technologies for urban planning authorities to efficiently respond to issues faced by rapidly urbanizing
Multi-Scale Urban Analysis Using Remote Sensing and GISCSCJournals
This document summarizes a study that analyzed urban growth in Hyderabad, India between 1997 and 2013 using remote sensing and GIS techniques. Satellite images from 1997, 2007, and 2013 were classified to extract land use/land cover information and measure changes over time. The results show increases in residential, commercial, and road areas over the study period, indicating urban expansion. A multi-scale analysis was performed to understand urban morphology at different levels of detail. The study aims to provide up-to-date spatial data to support urban planning and management in Hyderabad.
Lecture 5: Urban & Regional Planning (Risk Mitigation Concept)Bayes Ahmed
The document provides information about urban and regional planning in Bangladesh. It discusses urban area plans, which are the second stage of master plans that address areas likely to face urban growth over 10 years. The plans determine land use and infrastructure to guide development. Detailed area plans then provide micro-level design and implementation details for specific zones, to prevent haphazard growth and ensure livable environments. The plans also aim to improve drainage, create service centers, and promote economic activity in environmentally friendly ways.
This document discusses creating a geographic information system (GIS) for the town of Vatakara, India to help with urban planning issues. The GIS will integrate data from various sources like satellite imagery, planning maps and revenue maps. It will be used to address problems like transportation and identifying land for parking. The GIS will create a digital map of the city to help various departments and for disaster management. It will also suggest new roads, public transportation routes, and identify land for development projects to improve the town.
Lecture 4: Urban & Regional Planning (Risk Mitigation Concept)Bayes Ahmed
This document provides an overview of a master plan for the city of Sylhet in Bangladesh. It discusses the objectives of master plans, which include guiding development, coordinating land uses, and planning for current and future needs. The Sylhet master plan covers an 85 square kilometer area and divides it into 12 zones. It includes proposals for transportation infrastructure, utilities, land use, housing, industry, tourism and the environment. The plan's policies aim to organize urban growth, develop infrastructure, utilize public land, improve transportation access, and protect natural resources like rivers and hills.
Impact of Transportation System on Land Use in CBD area of Pabna Municipality...Md. Merazul Islam Abir
This document outlines the methodology for a study on the impact of transportation systems on land use in the central business district (CBD) area of Pabna Municipality, Bangladesh. The study aims to analyze the existing land use pattern and evaluate the impact of transportation. The methodology includes land use and traffic surveys, analysis of traffic volume and level of service, application of concentric zone and bid rent models, and a time frame for data collection and analysis from September 2018 to March 2019. The expected outcomes are identification of the existing land use conditions and impacts of the transportation system on land use patterns and socioeconomic conditions.
Spatiotemporal Land Use Patterns in UrbanizationWaqas Tariq
Urban planning was very much a design and engineering exercise with the state as a single stake holder. Mega cities with millions of population, which has undergone a series of physical as well as socio-economic changes over the last 60 years. These for in different areas of India, new planning approaches require the need to understand the complicated urban land development process. GIS- Geographic Information System and remote sensing provide the advance techniques and methods for studying urban land development and assist urban planning. This research survey firstly describes the urban expansion process till now and land use changes in the inner city.
Applications of RS and GIS in Urban Planning by Rakshith m murthys0l0m0n7
This document discusses the application of remote sensing (RS) and geographical information systems (GIS) in urban planning. It explains that RS allows for the collection of spatial, spectral and temporal data about areas in an accurate and cost-effective manner, while GIS stores and analyzes geographic data in layers. The document then provides several examples of how RS and GIS have been used in urban planning, including analyzing urban sprawl in Bengaluru, mapping land use changes in Mysuru over time, assessing water demand and supply in Nairobi, and monitoring archaeological sites for encroachment using satellite imagery. It concludes that RS and GIS are necessary technologies for urban planning authorities to efficiently respond to issues faced by rapidly urbanizing
Multi-Scale Urban Analysis Using Remote Sensing and GISCSCJournals
This document summarizes a study that analyzed urban growth in Hyderabad, India between 1997 and 2013 using remote sensing and GIS techniques. Satellite images from 1997, 2007, and 2013 were classified to extract land use/land cover information and measure changes over time. The results show increases in residential, commercial, and road areas over the study period, indicating urban expansion. A multi-scale analysis was performed to understand urban morphology at different levels of detail. The study aims to provide up-to-date spatial data to support urban planning and management in Hyderabad.
Lecture 5: Urban & Regional Planning (Risk Mitigation Concept)Bayes Ahmed
The document provides information about urban and regional planning in Bangladesh. It discusses urban area plans, which are the second stage of master plans that address areas likely to face urban growth over 10 years. The plans determine land use and infrastructure to guide development. Detailed area plans then provide micro-level design and implementation details for specific zones, to prevent haphazard growth and ensure livable environments. The plans also aim to improve drainage, create service centers, and promote economic activity in environmentally friendly ways.
This document discusses creating a geographic information system (GIS) for the town of Vatakara, India to help with urban planning issues. The GIS will integrate data from various sources like satellite imagery, planning maps and revenue maps. It will be used to address problems like transportation and identifying land for parking. The GIS will create a digital map of the city to help various departments and for disaster management. It will also suggest new roads, public transportation routes, and identify land for development projects to improve the town.
Lecture 4: Urban & Regional Planning (Risk Mitigation Concept)Bayes Ahmed
This document provides an overview of a master plan for the city of Sylhet in Bangladesh. It discusses the objectives of master plans, which include guiding development, coordinating land uses, and planning for current and future needs. The Sylhet master plan covers an 85 square kilometer area and divides it into 12 zones. It includes proposals for transportation infrastructure, utilities, land use, housing, industry, tourism and the environment. The plan's policies aim to organize urban growth, develop infrastructure, utilize public land, improve transportation access, and protect natural resources like rivers and hills.
Impact of Transportation System on Land Use in CBD area of Pabna Municipality...Md. Merazul Islam Abir
This document outlines the methodology for a study on the impact of transportation systems on land use in the central business district (CBD) area of Pabna Municipality, Bangladesh. The study aims to analyze the existing land use pattern and evaluate the impact of transportation. The methodology includes land use and traffic surveys, analysis of traffic volume and level of service, application of concentric zone and bid rent models, and a time frame for data collection and analysis from September 2018 to March 2019. The expected outcomes are identification of the existing land use conditions and impacts of the transportation system on land use patterns and socioeconomic conditions.
IRJET- Urban Encroachment on Rural Areas, NashikIRJET Journal
1. The document analyzes urban encroachment on rural areas in Nashik, India between 1991-2011 using remote sensing and GIS tools.
2. It finds that during this period, Nashik city expanded in a cluster manner, leading to urban encroachment. This resulted in loss of agricultural land, vegetation cover, and increased population density.
3. Key indicators like density, agricultural land loss, and vegetation loss were measured and increased substantially from 1991-2011, showing the impact of urban expansion through encroachment on surrounding rural areas.
This document summarizes a study analyzing land use and land cover change in Kolar district, India between 1998 and 2002 using remote sensing data and Geographic Resources Decision Support System (GRDSS). Land cover analysis using Normalized Difference Vegetation Index showed a decrease in vegetation area of 16.46% between dates. Land use was classified into 5 categories and analysis indicated increases in built-up area (18.79%), plantation area (12.53%), and waste land (41.38%) between 1998 and 2002, with corresponding decreases in forest area and agriculture area. Taluk-wise land use percentages for the two dates are also provided in a table.
Management of infrastructure for water and petroleum demand in ksa by gisAlexander Decker
The document discusses using GIS to analyze infrastructure planning related to water and petroleum demand in Saudi Arabia. It describes creating a geodatabase of Saudi Arabia's subareas, facilities, and infrastructure components using XML editor Stylus Studio. Statistics on populations in subareas and relationships between water resources, elevations, and locations of roads/railroads/petroleum wells were analyzed. Three groups of GIS forms were produced: a geodatabase of Saudi Arabia, water resources layers, and roads/railroads/elevations layers. The analysis helps infrastructure planners understand demand patterns and locate resources.
Implications of Present Land Use Plan on Urban Growth and Environmental Susta...Agboola Paul
Land use, urban development, and environmental sustainability have become an interesting research arena as urban development would change the city landscape as well as generate environmental degradation. This paper looks at the missing link between land use planning and urban growth, and its implications for environmental sustainability in a selected sub-Saharan Africa city of Kaduna, Nigeria. We assessed urban growth from historical GIS data of the city to evaluate the urban expansion. At the same time, regression analysis was used to established relationship between carbon emission and traffic volume in the city.
Land Use/Cover change Evaluation of Gibe III Dam in Southern Ethiopia by ayel...Space science
This article is worked by Ayele Akirso Adugna when he was AAU Graguate class student for his course project of Natural resource Mapping and monitoring in the year 2020, In Ethiopia.
An Impact of Land use and Transportation - A case study of Sanand Areaijsrd.com
Land use and Transportation Systems play definitive roles in shaping the city or town. This paper explores the impact of land use and transportation system on the city population and the land price. Theory discussed is located within the Indian context, and utilizes the example of the Sanand area in Gujarat State to elucidate how landuse and transportation system impact on the characteristics of the area.
This document summarizes a study on analyzing urban development in Sulaimani, Iraq between 1990-2010 using satellite images. The study used Landsat images from 1990, 2000, and 2010 to measure urban expansion. The images were preprocessed including combining bands, cropping to the study area, and enhancing. The preprocessed images were then analyzed using GIS software to digitize the 1990 urban boundary and classify developed versus empty areas for each time period. This allowed calculating that development within Sulaimani's 1990 boundary was limited from 1990-2000, with a 68.7% population increase but using only empty inner-city lands. More rapid development occurred after 2003, including west and south of the original boundary.
Evaluate deficiencies and shortages for the Libyan Residential Urban Planning...journal ijrtem
ABSTRACT: The change in human society and the population increase in Surman citypopulation has led to an increase in environmental problems and the increasing depletion of resources and natural resources and non-optimal use of land. This has led to the disparity in the distribution of services, functions, lack of recreational areas, green areas, playgrounds, and other services. Surman City scheme suffers from many problems, particularly the spread of housing projects. This has to be reconsidered in the ways of development and the urban environment of the city planning. Sustainable urban planning is one of the most important ways and strategies that can be followed for a diaper on Surman city scheme and preserves the rights of future generations to live in urban and convenient style. The purpose of this research evaluation of residential areas Surman city scheme to know shortages and deficiencies of the scheme of the city and their suitability for the planning of an urban sustainability using Arc (GIS) technology. It isimportant means in the fields of life, especially the areas of sustainable urban planning where they can be utilized in the analysis and conclusions, as well as future studies accurately and fast. The study found out that appropriate measurable indicators can be relied upon to develop design criteria for residential that will help to achieve a sustainable urban plan during the preparation of urban schemes or develop existing schemes. Keywords: Evaluate residential urban planning,GIS, Sustainable urban planning, Residential urban planning.
Lecture 6: Urban & Regional Planning (Risk Mitigation Concept)Bayes Ahmed
This document provides guidance on integrating disaster risk reduction into land use planning. It discusses how land use planning can help reduce communities' exposure to hazards and lower vulnerability by regulating the location and conditions of land uses. The document recommends a mainstream approach where disaster risk assessment and management processes are systematically incorporated within existing land use planning procedures. Key steps involve collecting hazard and risk data during initial data gathering, identifying risks during analysis, and formulating risk reduction measures in land use plans. The overall goal is to make spatial development and land use decisions that account for disaster risks.
Embedding sustainable development strategies in agent SORAN2
The document describes a model that integrates cellular automata and agent-based modeling to simulate land development patterns and evaluate sustainable development strategies. Geographic information systems data on land use, land price, and the environment are input to the model. Agents represent stakeholders like residents, governments, and investors. The agents' behaviors are defined based on sustainable development rules. The model simulates interactions between agents and the environment to examine how different stakeholders influence land development over time under various planning scenarios. The model is applied to simulating residential development planning in Guangzhou, China.
FORMATION OF SPATIAL DATABASES WITHIN THE SPATIAL DATA INFRASTRUCTUREIAEME Publication
The article is devoted to the question of designing, creating and updating spatial
databases within the framework of spatial data infrastructures (SDI). The paper deals
with key aspects of the development of models of spatial-temporal data based on the
study of landscapes, as well as provides the main directions for updating the
geospatial repository of information based on remote sensing data of the Earth.
A comparison of Land Cover Change in Kaski District, NepalBijesh Mishra
Kaski, one the major cities of Nepal, major tourism place and regional headquarter of Western Development
region, attracts large population from surrounding resulting 36.4% increase in population proportion and thus, land cover
is rapidly changing in the area. The research intended to find land cover change over nine years from 2000 to 2009 as well
as possible reason for the land cover change. Landsat images were obtained from USGS Glovis, National boundary data
was clipped and dissolved selecting study area, and demographic data were obtained from Central Bureau of Statistics,
Nepal for the research. Data was analyzed using Supervised Classification method with maximum likelihood parameter.
From the result, it is concluded that the urban area has increased by 47.86% in study area with the decrease in forest area
by 26.25%. The possible reason for the land cover change can be attributed to rapid increase in population growth and
rapid urbanization. Also, decrease in water resource and barren land can also be accounted to rapid urbanization and
rapid change in land use pattern though research provides sufficient room for further research in this area of study
This document is mainly on the periodical development of Bangladesh mostly its cities and towns. To this day the master plans, local initiatives and authorities to establish todays urban culture has been gathered here promptly.
Here, the history is associated from the early times of 2nd World War to modern days detailed area mapping.
More focus has been put on urban planning development and the working agenda of various initiative those had been taken and proposed to be taken .
- Bangladesh has a complex land use planning system with different government agencies owning, developing, and managing land. The capital city of Dhaka has experienced rapid population growth and development that has outpaced planning efforts.
- The Dhaka Metropolitan Development Plan from the 1990s proposed long-term, mid-term, and detailed area plans to guide development but lacked funding and implementation. Unplanned growth has resulted in problems like poor infrastructure and services.
- Factors driving growth in Dhaka include economic opportunities and policies, as well as physical constraints on expanding the city due to flooding risks. Improving governance, services, inter-agency coordination, and land supply could help address challenges of urbanization.
Building spatial database for cuttack municipal corporation a geospatial tech...eSAT Journals
1) The document describes a study that aimed to build a spatial database for Cuttack Municipal Corporation in Odisha, India using geospatial technologies.
2) Spatial and non-spatial data from multiple sources was acquired and integrated to create the database, addressing errors in existing data.
3) Geospatial tools including remote sensing, GIS and GPS were used to generate an accurate, common geo-database for planning and implementing social welfare schemes. Ground control points and satellite imagery helped improve spatial accuracy.
This document is a study plan by Muhammad Irsyadi Firdaus for a Master's program in Geomatics Engineering at NCKU. It summarizes Irsyadi's educational background and research interests in geomatics, which includes disaster mitigation, urban planning, and environmental monitoring using remote sensing. The document also outlines a proposed research project on urban development planning and management using remote sensing and GIS analysis. The goals are to analyze land use patterns and economic development to inform future city spatial planning.
Urban and spatial planning and design play an important role in shaping sustainable and resilient cities. Effective planning promotes compact and connected urban forms that reduce sprawl, support public transportation, and encourage mixed-used development. This contrasts with unplanned urban extensions and car-centric development, which have led to less sustainable sprawling urban patterns. Good planning also fosters social inclusion, protects cultural heritage and the environment, strengthens resilience, and supports strong economies by improving productivity and land values. Public participation, multi-sectoral coordination, capacity building, and context-specific solutions are essential for successful urban and spatial planning.
This document provides an overview of geographic information systems (GIS) and their applications in civil engineering, the environment, and natural resource management. It discusses how GIS integrates data from various sources and disciplines to store, manipulate, analyze, and display spatial information. GIS has become an important tool for tasks like infrastructure and urban planning, natural resource management, and disaster mitigation by allowing users to query data, find optimal routes, and better understand spatial relationships. The document also covers GIS components like maps, coordinate systems, software, and how various fields contributed to the development of GIS technology.
Optimization of solid waste collections and transportation in Bori using ArcG...Shola O. Aribido
This document presents a research project on optimizing solid waste collection and transportation in Bori town, Nigeria using ArcGIS. The project was carried out by three students - George, Sotonye, Aribido O. Shola, and Uhunoma E. Kelly - to fulfill the requirements for a Higher National Diploma in Civil Engineering Technology from Rivers State Polytechnic, Bori. The document includes an introduction outlining the background and objectives of the study, as well as chapters on literature review and the methodology that will be used to design waste collection routes and locate collection points and transfer stations on a map of Bori using ArcGIS software.
The document summarizes the Master Plan for Delhi 2021. Some key points:
1) The plan aims to make Delhi a world-class city by 2021 through sustainable development and improving quality of life.
2) It reviews past plans since 1962 and aims to address issues like unauthorized colonies, inadequate housing and infrastructure, and increasing automobile usage.
3) The plan was prepared through extensive public consultation and received over 7,000 public comments which were considered.
4) Major highlights of the new plan include reforms to land policy, incentivizing redevelopment of old areas, focus on mass transit-oriented development, and shelter/housing strategies.
This document discusses using a genetic algorithm to improve search visibility by expanding user queries. It explains that genetic algorithms can be applied to information retrieval by representing candidate solutions as chromosomes, evaluating their fitness, and evolving new generations through selection, crossover and mutation. The paper presents previous work applying genetic algorithms for query expansion and relevance feedback. It then describes the experiment conducted to implement a genetic algorithm over 500 generations to select optimal keywords for expanding queries and evaluate the approach on sample query results.
This document discusses challenges to database security and provides solutions. It identifies key database security issues such as exploitation of vulnerabilities, limited security expertise, unmanaged sensitive data, weak audit trails, and privilege abuse. It then proposes several mitigation strategies, including patching vulnerabilities, separating duties, cultivating security expertise, identifying and classifying sensitive data, implementing real-time monitoring and blocking of suspicious activity, and automating data archiving and encryption. The overall goal is to detect security risks and protect valuable sensitive data within databases.
IRJET- Urban Encroachment on Rural Areas, NashikIRJET Journal
1. The document analyzes urban encroachment on rural areas in Nashik, India between 1991-2011 using remote sensing and GIS tools.
2. It finds that during this period, Nashik city expanded in a cluster manner, leading to urban encroachment. This resulted in loss of agricultural land, vegetation cover, and increased population density.
3. Key indicators like density, agricultural land loss, and vegetation loss were measured and increased substantially from 1991-2011, showing the impact of urban expansion through encroachment on surrounding rural areas.
This document summarizes a study analyzing land use and land cover change in Kolar district, India between 1998 and 2002 using remote sensing data and Geographic Resources Decision Support System (GRDSS). Land cover analysis using Normalized Difference Vegetation Index showed a decrease in vegetation area of 16.46% between dates. Land use was classified into 5 categories and analysis indicated increases in built-up area (18.79%), plantation area (12.53%), and waste land (41.38%) between 1998 and 2002, with corresponding decreases in forest area and agriculture area. Taluk-wise land use percentages for the two dates are also provided in a table.
Management of infrastructure for water and petroleum demand in ksa by gisAlexander Decker
The document discusses using GIS to analyze infrastructure planning related to water and petroleum demand in Saudi Arabia. It describes creating a geodatabase of Saudi Arabia's subareas, facilities, and infrastructure components using XML editor Stylus Studio. Statistics on populations in subareas and relationships between water resources, elevations, and locations of roads/railroads/petroleum wells were analyzed. Three groups of GIS forms were produced: a geodatabase of Saudi Arabia, water resources layers, and roads/railroads/elevations layers. The analysis helps infrastructure planners understand demand patterns and locate resources.
Implications of Present Land Use Plan on Urban Growth and Environmental Susta...Agboola Paul
Land use, urban development, and environmental sustainability have become an interesting research arena as urban development would change the city landscape as well as generate environmental degradation. This paper looks at the missing link between land use planning and urban growth, and its implications for environmental sustainability in a selected sub-Saharan Africa city of Kaduna, Nigeria. We assessed urban growth from historical GIS data of the city to evaluate the urban expansion. At the same time, regression analysis was used to established relationship between carbon emission and traffic volume in the city.
Land Use/Cover change Evaluation of Gibe III Dam in Southern Ethiopia by ayel...Space science
This article is worked by Ayele Akirso Adugna when he was AAU Graguate class student for his course project of Natural resource Mapping and monitoring in the year 2020, In Ethiopia.
An Impact of Land use and Transportation - A case study of Sanand Areaijsrd.com
Land use and Transportation Systems play definitive roles in shaping the city or town. This paper explores the impact of land use and transportation system on the city population and the land price. Theory discussed is located within the Indian context, and utilizes the example of the Sanand area in Gujarat State to elucidate how landuse and transportation system impact on the characteristics of the area.
This document summarizes a study on analyzing urban development in Sulaimani, Iraq between 1990-2010 using satellite images. The study used Landsat images from 1990, 2000, and 2010 to measure urban expansion. The images were preprocessed including combining bands, cropping to the study area, and enhancing. The preprocessed images were then analyzed using GIS software to digitize the 1990 urban boundary and classify developed versus empty areas for each time period. This allowed calculating that development within Sulaimani's 1990 boundary was limited from 1990-2000, with a 68.7% population increase but using only empty inner-city lands. More rapid development occurred after 2003, including west and south of the original boundary.
Evaluate deficiencies and shortages for the Libyan Residential Urban Planning...journal ijrtem
ABSTRACT: The change in human society and the population increase in Surman citypopulation has led to an increase in environmental problems and the increasing depletion of resources and natural resources and non-optimal use of land. This has led to the disparity in the distribution of services, functions, lack of recreational areas, green areas, playgrounds, and other services. Surman City scheme suffers from many problems, particularly the spread of housing projects. This has to be reconsidered in the ways of development and the urban environment of the city planning. Sustainable urban planning is one of the most important ways and strategies that can be followed for a diaper on Surman city scheme and preserves the rights of future generations to live in urban and convenient style. The purpose of this research evaluation of residential areas Surman city scheme to know shortages and deficiencies of the scheme of the city and their suitability for the planning of an urban sustainability using Arc (GIS) technology. It isimportant means in the fields of life, especially the areas of sustainable urban planning where they can be utilized in the analysis and conclusions, as well as future studies accurately and fast. The study found out that appropriate measurable indicators can be relied upon to develop design criteria for residential that will help to achieve a sustainable urban plan during the preparation of urban schemes or develop existing schemes. Keywords: Evaluate residential urban planning,GIS, Sustainable urban planning, Residential urban planning.
Lecture 6: Urban & Regional Planning (Risk Mitigation Concept)Bayes Ahmed
This document provides guidance on integrating disaster risk reduction into land use planning. It discusses how land use planning can help reduce communities' exposure to hazards and lower vulnerability by regulating the location and conditions of land uses. The document recommends a mainstream approach where disaster risk assessment and management processes are systematically incorporated within existing land use planning procedures. Key steps involve collecting hazard and risk data during initial data gathering, identifying risks during analysis, and formulating risk reduction measures in land use plans. The overall goal is to make spatial development and land use decisions that account for disaster risks.
Embedding sustainable development strategies in agent SORAN2
The document describes a model that integrates cellular automata and agent-based modeling to simulate land development patterns and evaluate sustainable development strategies. Geographic information systems data on land use, land price, and the environment are input to the model. Agents represent stakeholders like residents, governments, and investors. The agents' behaviors are defined based on sustainable development rules. The model simulates interactions between agents and the environment to examine how different stakeholders influence land development over time under various planning scenarios. The model is applied to simulating residential development planning in Guangzhou, China.
FORMATION OF SPATIAL DATABASES WITHIN THE SPATIAL DATA INFRASTRUCTUREIAEME Publication
The article is devoted to the question of designing, creating and updating spatial
databases within the framework of spatial data infrastructures (SDI). The paper deals
with key aspects of the development of models of spatial-temporal data based on the
study of landscapes, as well as provides the main directions for updating the
geospatial repository of information based on remote sensing data of the Earth.
A comparison of Land Cover Change in Kaski District, NepalBijesh Mishra
Kaski, one the major cities of Nepal, major tourism place and regional headquarter of Western Development
region, attracts large population from surrounding resulting 36.4% increase in population proportion and thus, land cover
is rapidly changing in the area. The research intended to find land cover change over nine years from 2000 to 2009 as well
as possible reason for the land cover change. Landsat images were obtained from USGS Glovis, National boundary data
was clipped and dissolved selecting study area, and demographic data were obtained from Central Bureau of Statistics,
Nepal for the research. Data was analyzed using Supervised Classification method with maximum likelihood parameter.
From the result, it is concluded that the urban area has increased by 47.86% in study area with the decrease in forest area
by 26.25%. The possible reason for the land cover change can be attributed to rapid increase in population growth and
rapid urbanization. Also, decrease in water resource and barren land can also be accounted to rapid urbanization and
rapid change in land use pattern though research provides sufficient room for further research in this area of study
This document is mainly on the periodical development of Bangladesh mostly its cities and towns. To this day the master plans, local initiatives and authorities to establish todays urban culture has been gathered here promptly.
Here, the history is associated from the early times of 2nd World War to modern days detailed area mapping.
More focus has been put on urban planning development and the working agenda of various initiative those had been taken and proposed to be taken .
- Bangladesh has a complex land use planning system with different government agencies owning, developing, and managing land. The capital city of Dhaka has experienced rapid population growth and development that has outpaced planning efforts.
- The Dhaka Metropolitan Development Plan from the 1990s proposed long-term, mid-term, and detailed area plans to guide development but lacked funding and implementation. Unplanned growth has resulted in problems like poor infrastructure and services.
- Factors driving growth in Dhaka include economic opportunities and policies, as well as physical constraints on expanding the city due to flooding risks. Improving governance, services, inter-agency coordination, and land supply could help address challenges of urbanization.
Building spatial database for cuttack municipal corporation a geospatial tech...eSAT Journals
1) The document describes a study that aimed to build a spatial database for Cuttack Municipal Corporation in Odisha, India using geospatial technologies.
2) Spatial and non-spatial data from multiple sources was acquired and integrated to create the database, addressing errors in existing data.
3) Geospatial tools including remote sensing, GIS and GPS were used to generate an accurate, common geo-database for planning and implementing social welfare schemes. Ground control points and satellite imagery helped improve spatial accuracy.
This document is a study plan by Muhammad Irsyadi Firdaus for a Master's program in Geomatics Engineering at NCKU. It summarizes Irsyadi's educational background and research interests in geomatics, which includes disaster mitigation, urban planning, and environmental monitoring using remote sensing. The document also outlines a proposed research project on urban development planning and management using remote sensing and GIS analysis. The goals are to analyze land use patterns and economic development to inform future city spatial planning.
Urban and spatial planning and design play an important role in shaping sustainable and resilient cities. Effective planning promotes compact and connected urban forms that reduce sprawl, support public transportation, and encourage mixed-used development. This contrasts with unplanned urban extensions and car-centric development, which have led to less sustainable sprawling urban patterns. Good planning also fosters social inclusion, protects cultural heritage and the environment, strengthens resilience, and supports strong economies by improving productivity and land values. Public participation, multi-sectoral coordination, capacity building, and context-specific solutions are essential for successful urban and spatial planning.
This document provides an overview of geographic information systems (GIS) and their applications in civil engineering, the environment, and natural resource management. It discusses how GIS integrates data from various sources and disciplines to store, manipulate, analyze, and display spatial information. GIS has become an important tool for tasks like infrastructure and urban planning, natural resource management, and disaster mitigation by allowing users to query data, find optimal routes, and better understand spatial relationships. The document also covers GIS components like maps, coordinate systems, software, and how various fields contributed to the development of GIS technology.
Optimization of solid waste collections and transportation in Bori using ArcG...Shola O. Aribido
This document presents a research project on optimizing solid waste collection and transportation in Bori town, Nigeria using ArcGIS. The project was carried out by three students - George, Sotonye, Aribido O. Shola, and Uhunoma E. Kelly - to fulfill the requirements for a Higher National Diploma in Civil Engineering Technology from Rivers State Polytechnic, Bori. The document includes an introduction outlining the background and objectives of the study, as well as chapters on literature review and the methodology that will be used to design waste collection routes and locate collection points and transfer stations on a map of Bori using ArcGIS software.
The document summarizes the Master Plan for Delhi 2021. Some key points:
1) The plan aims to make Delhi a world-class city by 2021 through sustainable development and improving quality of life.
2) It reviews past plans since 1962 and aims to address issues like unauthorized colonies, inadequate housing and infrastructure, and increasing automobile usage.
3) The plan was prepared through extensive public consultation and received over 7,000 public comments which were considered.
4) Major highlights of the new plan include reforms to land policy, incentivizing redevelopment of old areas, focus on mass transit-oriented development, and shelter/housing strategies.
This document discusses using a genetic algorithm to improve search visibility by expanding user queries. It explains that genetic algorithms can be applied to information retrieval by representing candidate solutions as chromosomes, evaluating their fitness, and evolving new generations through selection, crossover and mutation. The paper presents previous work applying genetic algorithms for query expansion and relevance feedback. It then describes the experiment conducted to implement a genetic algorithm over 500 generations to select optimal keywords for expanding queries and evaluate the approach on sample query results.
This document discusses challenges to database security and provides solutions. It identifies key database security issues such as exploitation of vulnerabilities, limited security expertise, unmanaged sensitive data, weak audit trails, and privilege abuse. It then proposes several mitigation strategies, including patching vulnerabilities, separating duties, cultivating security expertise, identifying and classifying sensitive data, implementing real-time monitoring and blocking of suspicious activity, and automating data archiving and encryption. The overall goal is to detect security risks and protect valuable sensitive data within databases.
This document evaluates the implementation of total quality management (TQM) as an engineering practice in Jordanian construction projects. It analyzes TQM implementation based on two main factors - continuous improvement and customer satisfaction. Data was collected through a questionnaire survey of 177 engineers. The study found that TQM implementation was at a moderate level across all construction project phases in Jordan. TQM is considered an important modern management system that can help address quality problems in the Jordanian construction sector if fully adopted.
This document discusses using a genetic algorithm for global optimization of a portal steel frame with tapered I-section members. It describes modeling a 3D frame in ANSYS, performing a linear buckling analysis considering local, lateral and frame stability. Parametric studies were conducted to investigate influential design parameters. The optimized geometry from the genetic algorithm was compared to a reference frame, showing advantages of the proposed model over traditional member checks.
1) The document analyzes the interaction forces between two non-identical cylinders spinning around their stationary and parallel axes in an ideal fluid.
2) It derives the exact equations for the velocity field of the fluid using Laplace's equation and the boundary conditions.
3) It then determines the pressure field from the velocity field using Bernoulli's equation and integrates the pressure around the cylinder surfaces to find the forces acting on their axes.
This document reviews different techniques for thinning images, including the Zhang and Suen algorithm and neural networks. It provides an overview of existing thinning approaches, such as iterative algorithms, and proposes a new approach using neural networks. The proposed approach aims to perform thinning invariant to rotations while being less sensitive to noise than existing methods. It evaluates techniques based on execution time, thinning rate, and other performance measures. The document concludes that neural networks may provide better results than existing techniques in terms of metrics like PSNR and MSE, while also reducing execution time for skeletonization.
This document presents a framework for security mechanisms when monitoring adaptive distributed systems. It discusses investigating existing monitoring tools to understand their security impacts. It proposes implementing a secure communication channel using RSA encryption when collecting sensitive monitoring data. It also discusses developing a customized monitoring tool that assigns security metrics to parameters and encrypts parameters deemed high-risk based on their security metric values, to balance monitoring with security. The goal is to minimize security risks from monitoring while still enabling systems to adapt based on collected data.
This document proposes a deterministic heterogeneous clustering algorithm to improve the lifetime of heterogeneous wireless sensor networks. It takes into account factors like the current energy of sensor nodes, the percentage of nodes not selected as cluster heads in previous rounds due to their location, and the number of consecutive rounds individual nodes have not been cluster heads. This deterministic approach is meant to improve upon existing probabilistic clustering protocols like LEACH and SEP that do not fully address energy heterogeneity. The proposed algorithm uses an adaptive threshold based on these factors to deterministically select cluster heads, aiming to distribute energy consumption more evenly across nodes and networks and extend network lifetime compared to LEACH and SEP.
The document proposes an adaptive channel assignment scheme to improve quality of service in cellular networks. It divides channels into guard channels and shared channels. The number of guard channels is estimated using a Markovian model to prioritize handoff calls. Shared channels can be used by new and handoff calls. The scheme dynamically allocates channels based on handoff and new call arrival rates. Simulation results show the proposed scheme significantly improves dropping and blocking rates compared to existing methods by adaptively allocating guard channels between new and handoff calls.
This document proposes a dynamic seat allocation system for Indian Railways using QR codes and a mobile application. The key points are:
1. The system uses QR codes embedded with passenger-specific URLs to identify passengers and dynamically allocate vacant seats. Passengers scan the QR code when boarding to check-in.
2. If seats remain vacant, the system reflects them as available for other passengers like waitlisted travelers to book instantly. This increases revenue and transparency.
3. Traveling ticket examiners use a mobile app to verify passenger details by scanning QR codes, making the checking process faster and more efficient.
The document analyzes the mechanical properties of friction stir welded aluminum alloy AA6063 plates compared to metal inert gas arc welded AA6063 plates. Tensile strength and Rockwell hardness tests were performed on specimens cut from the welded plates. The results showed that the friction stir welded plates had superior tensile strength and hardness compared to the metal inert gas welded plates. Specifically, the ultimate tensile strength was higher and elongation was greater for friction stir welded specimens. Additionally, the Rockwell hardness values were higher for friction stir welded plates compared to metal inert gas welded plates. Therefore, the study demonstrated that friction stir welding can improve the quality and mechanical properties of welded aluminum alloy joints over conventional
The document proposes and evaluates four techniques for face recognition: PCA, LDA, KPCA, and KFA for feature extraction, followed by a radial basis neural network (RBF NN) for classification. It tests the techniques on the ORL database. For PCA and LDA, it extracts features from 80% of images for training an RBF NN model, then tests on the remaining 20% images. It finds the PCA+RBF NN achieves 91.66% accuracy at a target error of 0.01. The document also evaluates LDA, KPCA and KFA for feature extraction followed by RBF NN, comparing accuracies at different target error values.
The document reviews various techniques for achieving green networking and energy efficiency in computer networks. It discusses four main techniques: 1) Adaptive link rate, which allows network links to operate at lower speeds during periods of low utilization; 2) Interface proxying, which uses proxies to process network traffic and allow end devices to enter low-power modes; 3) Dynamic voltage and frequency scaling, which reduces processor voltage and frequency to decrease energy usage when processors are underutilized; and 4) Energy-aware applications and software, which incorporate energy-efficient techniques without changing existing network architectures. The document analyzes the advantages and disadvantages of each technique and concludes that while each has its own benefits, combining multiple techniques can maximize energy savings for computer networks
1) Lead acid battery usage is increasing in India with growth in sectors like transportation, solar, and wind. However, proper battery collection and recycling is not occurring, forcing India to import lead.
2) There are few authorized lead smelters in India that recycle batteries properly with pollution controls, but most recycling is done by unauthorized "backyard smelters" that lack controls and pollute the environment.
3) Existing regulations in India for battery collection and recycling are not enforced properly. Unauthorized smelting remains widespread, threatening health, the environment, and the viability of authorized smelters. Stricter implementation of regulations is needed along with penalties to improve battery recycling in India.
This document discusses using computational approaches for stock market prediction and investment portfolio selection. It reviews literature on various techniques used, including linear programming, goal programming, data mining, and soft computing strategies. Soft computing approaches like neural networks, fuzzy logic, and genetic algorithms are highlighted as useful tools for analyzing the stock market to predict stock prices and guide investors. Key factors that impact the stock market are also examined, such as technical indicators, financial indicators, economic policies, and political factors. The objective is to study existing methods for predicting the Indian stock market and selecting optimal investment portfolios.
This document discusses the performance evaluation of a distributed system based on fault tree analysis. It begins with an introduction to distributed computing and discusses how simulation can provide insight into the behavior of distributed systems. It then presents an algorithm to design and simulate a distributed system to make communication between nodes reliable. The algorithm involves three phases: configuring routers, applying a routing protocol, and assigning IP addresses. The algorithm is demonstrated on a sample distributed system. Finally, the paper performs a reliability analysis of the system using fault tree analysis to identify how the system may fail and determine the statistical probability of failure for each router based on observed packet loss rates.
Effectiveness of Strain Counterstrain Technique on Quadratus Lumborum Trigger...IOSR Journals
Abstract: Quadratus lumborum (QL) myofascial trigger points (MTrP) are well documented in low back pain
(LBP) patients. There is a Growing body of evidence suggesting that Strain counterstrain technique (SCS) is an
effective treatment for the pain associated with MTrP. Literature is sparse regarding the effectiveness of SCS on
MTrP in QL in LBP subjects. We studied the immediate effects of SCS on pain intensity & functional outcome
in subjects having LBP with MTrP in QL. 40 subjects were randomly allocated into two groups. The Control
group (CG) received moist heat, & the Experimental group (EG) received moist heat & SCS technique.
Outcome measures were Visual Analogue Scale (VAS) & Patient Specific Functional Scale (PSFS).Pain
scores(VAS) Showed Statistically significant differences within the groups (P<0.0001), while clinically
significant improvement was seen only in EG with mean difference (3.75) , 95% confidence interval (4.17,3.04),
PSFS also showed significant improvement in EG.
Keywords: Quadratus lumborum, Myofascial Trigger Point, Pain, Low Back Pain, Strain Counterstrain
This document describes the design of a ventricular assist device (VAD) using an axial flux brushless DC motor. The VAD is intended to augment the cardiac output of patients with heart failure. The proposed design uses twin axial flux BLDC motors symmetrically placed with coupled rotors to power the pump. It has a larger pump chamber volume than conventional VADs, allowing the rotor to rotate at a lower speed and reduce shear stress on blood. The motor and pump are designed to minimize the negative effects of magnetic fields on blood and reduce blood damage. Design calculations are provided for pump parameters like flow resistance considering blood flow conditions.
This document summarizes a site response analysis of the subsoil in Ganakbari, Dhaka, Bangladesh. Standard penetration tests were conducted at nine borehole locations to collect SPT N-values with depth. Shear wave velocities were determined from SPT N-values using empirical correlations. A ground response analysis was performed using DEEPSOIL software with the 1995 Kobe earthquake as input motion. The analysis found peak spectral accelerations up to 3.107g at the surface, higher than the input motion. Peak ground accelerations at the surface ranged from 0.843g to 1.130g. Maximum stress ratios ranged from 0.345 to 2.421 and maximum strains from 0.031 to 8.
This document summarizes a study examining factors that affect the success of construction projects. 63 factors were identified from literature and grouped into 10 categories: cost, time, quality, productivity, client satisfaction, regular/community satisfaction, people, health/safety, innovation/learning, and environment. A questionnaire survey of owners, consultants, and contractors was conducted to determine their perceptions of the importance of each factor using a relative importance index. The top-ranked factors across the three groups included on-time delivery, quality conformance, leadership skills, and minimizing delays from closures/shortages. Understanding critical success factors can help construction organizations improve project effectiveness.
ASSESSMENT OF URBAN DYNAMICS IN LAND USE AND DEMOGRPAHY USING GIS TECHNIQUESIRJET Journal
This document summarizes a study that assesses urban dynamics related to land use and demography using GIS techniques. The study examines literature and case studies from national and international contexts to identify models, methods, and approaches for analyzing urban growth and land use patterns. Key indicators related to land use changes and population density are identified. The study also explores the use of tools like GIS, remote sensing, GPS, and modeling to analyze land use patterns and forecast future scenarios to inform urban planning and management strategies. The conclusion highlights the importance of adapting sustainable urbanization strategies that consider the spatial and temporal scale of change.
A multi-scale Urban Analysis Using Remote Sensing and GISWaqas Tariq
Urban planning was very much a design and engineering exercise with the state as a single stake holder. Mega cities with millions of population, has undergone a series of physical as well as socio-economic changes over the last 60 years. In India, Hyderabad experienced a high rate of urbanization facing structural, environmental, social and economic problems. To provide a holistic perspective on the urban characteristics, an interdisciplinary research approach is used. GISGeographic Information System and Remote Sensing provide the advance techniques and methods for studying urban land development and assist urban planning.
Remote sensing technology for disaster mitigation and regional infrastructure...TELKOMNIKA JOURNAL
A Very high intensity of regional development is ubiquitous in urban areas. Therefore, urban development requires a proper spatial development strategy in many facets, especially social aspect and disaster potential. The essence of social aspect lies in the prevailing norms and local wisdom that have long existed and become the basis of community life. Inducing various effects on infrastructure development, disaster potential has to be considered as well. Disaster mitigation measures can start with the use of continually developing remote sensing technology, which provides a basis for preparing sustainable development planning. The realization of these measures in urban areas demands specific adjustment to the environmental conditions. This study aimed to examine the capacity of remote sensing data to support disaster mitigation and infrastructure planning based on energy conservation in urban areas. The results indicate that remote sensing technology can be an option for sustainable development planning in urban areas.
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD Editor
This document analyzes spatial patterns of urbanization in Bangalore, India from 1973 to 2010 using remote sensing data and landscape metrics. The study area was divided into zones radiating from the city center, with each zone further divided into concentric circles. Landscape metrics were computed for each circle and zone to understand local spatial dynamics. The analysis found compact urban growth near the center and more dispersed development in peri-urban areas. Shannon's entropy was used to measure urban sprawl, showing more fragmented growth farther from the center. Between 1973 and 2010, urban area increased from 1.87% to 28.47% of the total, while vegetation decreased from 62.38% to 36.48%, revealing the impact of rapid urban
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD Editor
This document analyzes spatial patterns of urbanization in Bangalore, India from 1973 to 2010 using remote sensing data and landscape metrics. Key findings include:
1) The percentage of urban area increased from 1.87% in 1973 to 28.47% in 2010, while vegetation decreased from 62.38% to 36.48% over the same period, indicating rapid urban expansion.
2) Urban growth was compact near the city center but became more dispersed in peripheral regions, showing a gradient of urbanization.
3) Landscape metrics were calculated for concentric zones to understand local spatial dynamics, revealing compact development in the core and sprawl on the outskirts.
4) Metrics like Shannon's entropy
IJERD (www.ijerd.com) International Journal of Engineering Research and Devel...IJERD Editor
This document summarizes a study that analyzed the spatial patterns of land use change in Bangalore, India from 1973 to 2010 using remote sensing data and landscape metrics. The region was divided into zones radiating from the city center, and landscape metrics were computed for each zone to understand spatial and temporal patterns of urbanization. Principal component analysis and canonical correlation analysis were used to prioritize important metrics. The analysis found 28.47% growth in Bangalore's urban area over this period, with compact growth in the center and sprawl in peri-urban regions. Landscape metrics revealed how the spatial structure of urbanization changed over time.
Analyzing Urban sprawl using Geoinformatics A case study of Pune.pdfSabrina Green
This document analyzes urban sprawl in Pune, India over a 13-year period using remote sensing data. It finds that built up area increased 149.5% from 2000 to 2013, while agricultural land decreased 564% and vegetation decreased 630%. Spatial metrics like number of patches and mean patch size increased over time indicating greater fragmentation on the urban periphery. The core area was more concentrated in the center in 2000 compared to 2013. Total edge and edge density positively correlated with distance from the center, showing dispersed growth over time. In summary, this study finds rapid urban expansion in Pune from 2000 to 2013 primarily through conversion of agricultural land and vegetation to built up area on the urban periphery.
IRJET- Landuse, Landcover and Urban Development of Coimbatore North Zone for ...IRJET Journal
This document discusses land use, land cover, and urban development in Coimbatore North, India over two decades from 1997 to 2017. Satellite imagery from LANDSAT satellites from 1997, 2007, and 2017 were analyzed using GIS to classify land into six categories and detect changes over time. The study found a drastic increase in built-up area and some development of forest and other land, with substantial changes to scrub land, fallow land, cropland, and water areas due to rapid urbanization in the study area. Remote sensing and GIS techniques were employed to effectively study and monitor land use/land cover changes and inform urban planning.
International Journal of Engineering Research and DevelopmentIJERD Editor
This document summarizes a study examining urban land use dynamics and future prospects in Jammu City, India between 1972 and 2041 using geospatial techniques. The study analyzed land use/land cover changes over time through satellite imagery, finding a significant increase in built-up areas from 14.9 sq km in 1972 to 65.49 sq km in 2011, primarily by converting agricultural lands. A regression model was developed to project further urban growth, estimating built-up areas of 83.755 sq km in 2022, 98.384 sq km in 2032, and 113.013 sq km in 2042. The rapid urbanization has caused loss of agricultural and green spaces around the city.
Multicriterial Analysis Applied to the Urban Environment of The Industrial Ar...IJMERJOURNAL
ABSTRACT: The urban framework studies are nowadays constituting important tools to support the decision-making process of municipal public administrations around the world. Through these studies, municipalities and competent bodies can guide the planning, execution and monitoring of the urban infrastructure of their cities, thus guaranteeing their populations efficient, high-quality sanitation, energy, transportation and housing equipment. In this sense, the present work carries out a study of the urban environment of the Córrego do Liso Hydrographic Basin, one of the most important urban subbasin of the municipality of Uberlândia – MG (Brazil) which suffers from conflicts arising from the use and occupation of its soil for domestic and industrial activities. For this study, geoprocessing and remote sensing techniques, as well as laboratory tests on soil and water samples, were used to collect georeferenced information about the main urban, environmental, geotechnical and hydrological parameters of the study area. With this data in hand, the technique of Multicriteria Analysis (or map algebra) was applied to correlate the data obtained and to formulate a sequence of documents, tables, infographics and mappings that synthesize the present urban reality of the studied basin.
Land Use Growth Simulation and Optimization for Achieving a Sustainable Urban...TELKOMNIKA JOURNAL
Urban areas have been perceived as the source of environmental problems. To avoid improper land use allocation, negative sprawl effects, and other sources of environmental degradation, city planners need tools for simulating and optimizing their proposed plans. This study proposed a “what-if” analysis model that could help the planners in assessing and simulating their urban plans in Bekasi City, Indonesia. As part of Jakarta Metropolitan Area which exhibited a “post-suburbanization” phenomenon, this city faces many problems because of its high urban growth. Since the urban area has higher land use density than the rural area, especially on built-up class, it needs more consideration when allocating this kind of land use. Because each type of built-up class influences another type, it is difficult to allocate manually. Therefore, this study proposed a land-use optimization application to help planners finding the appropriate land use. This study showed that a model with simulation and optimization can be used to handle urban growth.
ASSESSMENT AND MAPPING OF WASTELAND CHANGES IN BANDA DISTRICT OF UTTAR PRADES...IRJET Journal
This document analyzes changes in wasteland in the Banda district of Uttar Pradesh, India between 2003-2004 and 2021-2022 using remote sensing and GIS technology. The key findings are:
1) The total area of wasteland decreased from 393.45 sq km (8.915% of the geographical area) in 2003-2004 to 103.04 sq km (2.33% of the geographical area) in 2021-2022.
2) Gullied or ravenous land saw the largest decrease, dropping from 220.88 sq km to 57.62 sq km.
3) Land with dense scrub and barren rocky/stony waste also decreased substantially.
4
- The document analyzes land use/land cover change and urban heat island effect in Bilaspur City, India between 2002 and 2017 using Landsat satellite imagery.
- Supervised classification identified 8 land use classes and showed built up land increased 172.4 hectares while agriculture land decreased 84.89 hectares, indicating conversion of rural to urban land.
- Urban heat island phenomenon was evident from land surface temperature images, with certain parts of the city becoming extremely hot, highlighting the need for sustainable urban planning.
Detecting Urban Change of Salem City of Tamil Nadu, India from 1990 to 2010 U...drboon
This document summarizes a study that analyzed urban change in Salem City, Tamil Nadu, India from 1990 to 2010 using geospatial technology. Satellite images from 1990 and 2010 were classified to map land use and detect changes. The results showed moderate urban growth, with expansion towards suburban areas likely due to lower land costs and proximity to industries. Specific land use changes included increases in mining, tanks, scrub forest, commercial/industrial areas, suburban areas, and roads. NDVI and principal component analyses helped validate changes in vegetation and identify new urban areas. Overall, the study highlights how remote sensing can effectively monitor urban development and inform planning.
Analysis of Spatial and Temporal Changes in Land Use in Lushan City over the ...PriyankaKilaniya
In the past two decades, with rapid urbanization and economic development, the land use structure of Lushan City has undergone significant changes, posing challenges to ecological security and food supply. It is necessary to explore its spatiotemporal dynamics and driving factors to optimize land management. This study is based on land use data from 2000 to 2020 and uses GIS to analyze the spatiotemporal changes and transfer status of land use types. The main method is to use the land use transfer matrix and the single land use dynamic degree to study the land use change and its driving forces. The results indicate that the land use change in Lushan City is characterized by the conversion of arable land into construction land and the conversion of wetlands into water bodies. The area of arable land and wetlands has significantly decreased, while construction land and water bodies continue to increase. From the perspective of spatial distribution, the increase in construction land is concentrated in the central part of Lushan City. The driving factors of land use change in the city include the policy of returning farmland to forests and lakes, rapid economic development, changes in population, and the continuous promotion of the tourism industry.
3. A SPATIAL ANALYSIS OF RESIDENTIAL LAND VALUES IN KAITHALDr. Ravinder Jangra
This document analyzes residential land values in Kaithal City, India from 1971-2014. It compares the collector rate (set by authorities) to actual market rates collected through surveys. GIS tools like inverse distance weighting and buffer analysis were used to map land values spatially. Higher values were found in newer planned sectors developed by government agencies in the northeast, as well as a private development, due to their location, amenities, and access. The study aims to understand urban expansion and identify gaps between official and real residential land rates. Remotely sensed imagery from 1971-2010 was used to map the city's growth over time.
Land Use/Land Cover Mapping Of Allahabad City by Using Remote Sensing & GIS IJMER
The present study was carried out to produce and evaluate the land use/land cover maps by on
screen visual interpretation. The studies of land cover of Allahabad city (study area) consist of 87517.47 ha
out of which 5500.35 ha is build up land (Urban / Rural) Area. In this respect, the Build up land (Urban /
Rural) area scorers 6.28% of the total area. It has also been found that about 17155.001ha (19.60 %) of
area is covered by current fallow land. The double/triple crop land of 30178.44ha (34.84%). The area
covered by gullied / ravines is 1539.20 ha (1.75 %) and that of the kharif crop land is 2828.00 ha (3.23 %).
The area covered by other wasteland is 2551.05ha (2.91%). Table 4.1 shows the area distribution of the
various land use and land cover of Allahabad city.
APPLICATION OF GIS FOR URBAN PLANNING amp MANAGEMENT.pdfWendy Belieu
This document discusses the application of Geographic Information Systems (GIS) for urban planning and management. It begins by defining geomatics and its various components like remote sensing, GIS, GPS, which can be used to balance human and natural resource development. The document then discusses how rapid urbanization in India has led to problems with uncontrolled growth and impacts infrastructure and services. It emphasizes the role of urban planning in facilitating sustainable and efficient development. The key components and stages of urban planning processes like master plans, development plans and projects are described. The role of GIS in activities like land use mapping, analysis of urban growth, infrastructure planning, and future planning is highlighted. In summary, the document outlines how GIS and its spatial analysis capabilities
The Evaluation of Land Use Evolution and Ecological Sensitivity of Guangzhou ...AI Publications
The dynamic stability of the local ecological environment is related to changes in land use patterns and ecological sensitivity. The study aims to identify the land use characteristics and dynamic change features in Guangzhou City using RS and GIS technology. We choose six ecological sensitivity factors, such as land use type, elevation, watershed buffer, vegetation cover, slope, and slope direction, and use the analytical hierarchy process (AHP) to obtain the results of single-factor and comprehensive ecological sensitivity. The findings indicate that, in terms of land use, the area of four types—forest land, grassland, arable land, and unused land—decreased from 2000 to 2020, while the area of water bodies and construction land rose, with a minimal overall change. According to total ecological sensitivity, very sensitive areas make up the majority of the total area and are primarily found along the northern township boundary; very low-sensitive and mildly sensitive areas are mostly found in the south and center. In order to encourage the development of an ecological civilization in the city, Guangzhou City must establish the idea of harmony between people and the land and increase the ecological conservation function.
Similar to Identification and Monitoring the Change of Land Use Pattern Using Remote Sensing and GIS: A Case Study of Dhaka City (20)
This document provides a technical review of secure banking using RSA and AES encryption methodologies. It discusses how RSA and AES are commonly used encryption standards for secure data transmission between ATMs and bank servers. The document first provides background on ATM security measures and risks of attacks. It then reviews related work analyzing encryption techniques. The document proposes using a one-time password in addition to a PIN for ATM authentication. It concludes that implementing encryption standards like RSA and AES can make transactions more secure and build trust in online banking.
This document analyzes the performance of various modulation schemes for achieving energy efficient communication over fading channels in wireless sensor networks. It finds that for long transmission distances, low-order modulations like BPSK are optimal due to their lower SNR requirements. However, as transmission distance decreases, higher-order modulations like 16-QAM and 64-QAM become more optimal since they can transmit more bits per symbol, outweighing their higher SNR needs. Simulations show lifetime extensions up to 550% are possible in short-range networks by using higher-order modulations instead of just BPSK. The optimal modulation depends on transmission distance and balancing the energy used by electronic components versus power amplifiers.
This document provides a review of mobility management techniques in vehicular ad hoc networks (VANETs). It discusses three modes of communication in VANETs: vehicle-to-infrastructure (V2I), vehicle-to-vehicle (V2V), and hybrid vehicle (HV) communication. For each communication mode, different mobility management schemes are required due to their unique characteristics. The document also discusses mobility management challenges in VANETs and outlines some open research issues in improving mobility management for seamless communication in these dynamic networks.
This document provides a review of different techniques for segmenting brain MRI images to detect tumors. It compares the K-means and Fuzzy C-means clustering algorithms. K-means is an exclusive clustering algorithm that groups data points into distinct clusters, while Fuzzy C-means is an overlapping clustering algorithm that allows data points to belong to multiple clusters. The document finds that Fuzzy C-means requires more time for brain tumor detection compared to other methods like hierarchical clustering or K-means. It also reviews related work applying these clustering algorithms to segment brain MRI images.
1) The document simulates and compares the performance of AODV and DSDV routing protocols in a mobile ad hoc network under three conditions: when users are fixed, when users move towards the base station, and when users move away from the base station.
2) The results show that both protocols have higher packet delivery and lower packet loss when users are either fixed or moving towards the base station, since signal strength is better in those scenarios. Performance degrades when users move away from the base station due to weaker signals.
3) AODV generally has better performance than DSDV, with higher throughput and packet delivery rates observed across the different user mobility conditions.
This document describes the design and implementation of 4-bit QPSK and 256-bit QAM modulation techniques using MATLAB. It compares the two techniques based on SNR, BER, and efficiency. The key steps of implementing each technique in MATLAB are outlined, including generating random bits, modulation, adding noise, and measuring BER. Simulation results show scatter plots and eye diagrams of the modulated signals. A table compares the results, showing that 256-bit QAM provides better performance than 4-bit QPSK. The document concludes that QAM modulation is more effective for digital transmission systems.
The document proposes a hybrid technique using Anisotropic Scale Invariant Feature Transform (A-SIFT) and Robust Ensemble Support Vector Machine (RESVM) to accurately identify faces in images. A-SIFT improves upon traditional SIFT by applying anisotropic scaling to extract richer directional keypoints. Keypoints are processed with RESVM and hypothesis testing to increase accuracy above 95% by repeatedly reprocessing images until the threshold is met. The technique was tested on similar and different facial images and achieved better results than SIFT in retrieval time and reduced keypoints.
This document studies the effects of dielectric superstrate thickness on microstrip patch antenna parameters. Three types of probes-fed patch antennas (rectangular, circular, and square) were designed to operate at 2.4 GHz using Arlondiclad 880 substrate. The antennas were tested with and without an Arlondiclad 880 superstrate of varying thicknesses. It was found that adding a superstrate slightly degraded performance by lowering the resonant frequency and increasing return loss and VSWR, while decreasing bandwidth and gain. Specifically, increasing the superstrate thickness or dielectric constant resulted in greater changes to the antenna parameters.
This document describes a wireless environment monitoring system that utilizes soil energy as a sustainable power source for wireless sensors. The system uses a microbial fuel cell to generate electricity from the microbial activity in soil. Two microbial fuel cells were created using different soil types and various additives to produce different current and voltage outputs. An electronic circuit was designed on a printed circuit board with components like a microcontroller and ZigBee transceiver. Sensors for temperature and humidity were connected to the circuit to monitor the environment wirelessly. The system provides a low-cost way to power remote sensors without needing battery replacement and avoids the high costs of wiring a power source.
1) The document proposes a model for a frequency tunable inverted-F antenna that uses ferrite material.
2) The resonant frequency of the antenna can be significantly shifted from 2.41GHz to 3.15GHz, a 31% shift, by increasing the static magnetic field placed on the ferrite material.
3) Altering the permeability of the ferrite allows tuning of the antenna's resonant frequency without changing the physical dimensions, providing flexibility to operate over a wide frequency range.
This document summarizes a research paper that presents a speech enhancement method using stationary wavelet transform. The method first classifies speech into voiced, unvoiced, and silence regions based on short-time energy. It then applies different thresholding techniques to the wavelet coefficients of each region - modified hard thresholding for voiced speech, semi-soft thresholding for unvoiced speech, and setting coefficients to zero for silence. Experimental results using speech from the TIMIT database corrupted with white Gaussian noise at various SNR levels show improved performance over other popular denoising methods.
This document reviews the design of an energy-optimized wireless sensor node that encrypts data for transmission. It discusses how sensing schemes that group nodes into clusters and transmit aggregated data can reduce energy consumption compared to individual node transmissions. The proposed node design calculates the minimum transmission power needed based on received signal strength and uses a periodic sleep/wake cycle to optimize energy when not sensing or transmitting. It aims to encrypt data at both the node and network level to further optimize energy usage for wireless communication.
This document discusses group consumption modes. It analyzes factors that impact group consumption, including external environmental factors like technological developments enabling new forms of online and offline interactions, as well as internal motivational factors at both the group and individual level. The document then proposes that group consumption modes can be divided into four types based on two dimensions: vertical (group relationship intensity) and horizontal (consumption action period). These four types are instrument-oriented, information-oriented, enjoyment-oriented, and relationship-oriented consumption modes. Finally, the document notes that consumption modes are dynamic and can evolve over time.
The document summarizes a study of different microstrip patch antenna configurations with slotted ground planes. Three antenna designs were proposed and their performance evaluated through simulation: a conventional square patch, an elliptical patch, and a star-shaped patch. All antennas were mounted on an FR4 substrate. The effects of adding different slot patterns to the ground plane on resonance frequency, bandwidth, gain and efficiency were analyzed parametrically. Key findings were that reshaping the patch and adding slots increased bandwidth and shifted resonance frequency. The elliptical and star patches in particular performed better than the conventional design. Three antenna configurations were selected for fabrication and measurement based on the simulations: a conventional patch with a slot under the patch, an elliptical patch with slots
1) The document describes a study conducted to improve call drop rates in a GSM network through RF optimization.
2) Drive testing was performed before and after optimization using TEMS software to record network parameters like RxLevel, RxQuality, and events.
3) Analysis found call drops were occurring due to issues like handover failures between sectors, interference from adjacent channels, and overshooting due to antenna tilt.
4) Corrective actions taken included defining neighbors between sectors, adjusting frequencies to reduce interference, and lowering the mechanical tilt of an antenna.
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Identification and Monitoring the Change of Land Use Pattern Using Remote Sensing and GIS: A Case Study of Dhaka City
1. IOSR Journal of Mechanical and Civil Engineering (IOSR-JMCE)
e-ISSN: 2278-1684,p-ISSN: 2320-334X, Volume 6, Issue 2 (Mar. - Apr. 2013), PP 20-28
www.iosrjournals.org
www.iosrjournals.org 20 | Page
Identification and Monitoring the Change of Land Use Pattern
Using Remote Sensing and GIS: A Case Study of Dhaka City
Abdullah Al Mamun1
, Asif Mahmood2
, Mafizur Rahman3
1
(Department of Civil Engineering, Bangladesh University of Engineering and Technology, Bangladesh)
2
(Department of Civil Engineering, Bangladesh University of Engineering and Technology, Bangladesh)
3
(Professor, Department of Civil Engineering, Bangladesh University of Engineering and Technology,
Bangladesh)
Abstract: Dhaka is one of the fastest growing megacities of the world with a dense population over 15 million.
Being the capital of a developing country like Bangladesh, it is experiencing multi-dimensional problems such
as over urbanization, traffic congestion, water logging, solid waste disposal, black smoke from brick kilns and
industrial emissions, sound pollution, pollution of water bodies by industrial discharge and the newly added
calamity, building collapse. Dhaka is a sheer example of having poor legislative actions, inefficient
management and lack of public awareness, which leads the urbanization to an unplanned and resource
consuming development. This paper presents an integrated study of urbanization trends in Dhaka City,
Bangladesh, by using Geographical Information Systems (GIS) and Remote Sensing (RS). This study explores
the land use change pattern of Dhaka City Corporation over 1990-2010, through interactive supervised land
cover classification using Landsat images by ArcGIS 10. The remotely detected land use/cover change from
1990 to 2010 shows that Dhaka is gradually changing as vegetative cover and open spaces have been
transformed into building areas, low land and water bodies into reclaimed built up lands. These changes are
mainly governed by unplanned urban expansion.
Keywords - ArcGIS 10.0, Dhaka City Corporation, GIS, Land Use Pattern, Remote Sensing.
I. Introduction
Urbanization is a term representing the basic transformation of information, technology, culture and
moreover people into developed mass and thus it can create a hazard if it is not maintained systematically.
Since land use/land cover change is a major factor for global change because of its interactions with
climate, ecosystem processes, biogeochemical cycles, biodiversity and even more important, human activities,
land use/land cover change researches has become an important aspect of global change, or global warming
studies in recent decades [1][2]. Much more attention has been paid to urban land use/land cover change in the
last 10 years, because ecosystems in urban areas are strongly affected by human activities and have close
relations with the life of almost half of the world‟s population [3].
For measuring qualitative and quantitative terrestrial land-cover changes, satellite imagery has been
well utilized in the natural science communities [4][5][6]. Both qualitative and quantitative changes in land-
cover have been successfully monitored with remote sensing, with research dominated by efforts at monitoring
change in vegetation and forest canopies [5][7].
Remote sensing provides spatially consistent data sets that cover large areas with both high spatial
detail and high temporal frequency. Dating back to 1960, remote sensing can also provide consistent historical
time series data. The importance of remote sensing was emphasized as a “unique view” of the spatial and
temporal dynamics of the processes in urban growth and land use change [8]. Satellite remote sensing
techniques have, therefore, been widely used in detecting and monitoring land cover change at various scales
with useful results [9][10]. Recently, remote sensing has been used in combination with Geographical
Information Systems (GIS) and Global Positioning Systems (GPS) to assess land cover change more effectively
than by remote sensing data only [11][12]. It has already proved useful in mapping urban areas, and as data
source for the analysis and modeling of urban growth and land use/land cover change [8][10][13].
Like other developing countries, Bangladesh experienced a fast increase of urban population in the
recent decades: 14.1 million in 1981, 22.5 million in 1991, 31.1 million in 2001, and 35 million in 2005 [14].
Rapid urban growth leads to the transformation of rural lands to built-up areas, and it is estimated that each year
more than 809 km2
of agricultural land is being diverted to cities, roads and infrastructures in Bangladesh [15].
As agriculture is the life of national economy, loss of cultivated land becomes great concern that can contribute
to the increase of landlessness and jeopardizing the economy. Furthermore, food shortage could be acute in the
coming years, and it would be a great hurdle for Bangladesh to meet up the rising food demand for its ever
growing population.
2. Identification and Monitoring the Change of Land Use Pattern Using Remote Sensing and GIS:A Case Study of Dhaka City
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Dhaka, the capital of Bangladesh could be the best illustration of human activities and associated
environmental change. Dhaka is expanding apace, at an average rate of 4.24%/year and is projected to be the
third largest megacity in the world by the year 2020 [16]. The growth of the city is phenomenal after
independence [17] and highest among other cities in Bangladesh due to its socio-economic and political
importance. The growth is mainly attributed to the large influx of rural to urban migration [18].
While current and accurate information on land use/cover is a prerequisite to the management and
planning of urban areas, data paucity and lack of up-to-date information on land use/cover exist in Dhaka.
Sustainable urban development cannot be achieved in the absence of such information, and may lead to the
mismanagement of scarce resources which is prevalent in Dhaka [19]. Thus, space-borne remotely sensed data
is deemed to be predominantly important for Dhaka Metropolitan, as there is a lack of consistent spatial
information. To achieve sustainable urban development and to derive sound environmental planning, timely and
reliable land cover information is not only imperative to comprehend the past and present condition of the land
but also used to facilitate the development of integrated resource management policies [20].
Previously Basak [21], Griffiths [22], Dewan and Yamaguchi [23] and Bayes [24] - all have classified
the land cover types of Dhaka city using multi-temporal satellite images by remote sensing and GIS for different
periods of time. They have also used a post-classifier for the post-evaluation of land cover types.
In this study, we use the spatial analysis function of GIS to classify 1990, 2003 & 2010 Landset image
of Dhaka city and evaluate the land use and land cover change that occurred in the last two decades.
Specifically, the aim of this paper is to dynamically map and monitor the land use/cover change and to analyze
the changes with respect to the baseline of 1990.
II. Study Area Profile
Figure 1 Location of study area
There are 64 districts in Bangladesh. Dhaka City is located in Dhaka District that is surrounded by
rivers. Dhaka is located in central Bangladesh at 23°43′0″N, 90°24′0″E, on the eastern banks of the Buriganga
River. Dhaka city area is under jurisdiction of different authorities that are known as Dhaka City Corporation
(DCC), Dhaka Metropolitan Area (DMA), Dhaka Statistical Metropolitan Area (DSMA) and Dhaka
Metropolitan Development Plan (DMDP) area.
The proposed study area for this study is Dhaka City Corporation (DCC) and its surrounding impact
areas (Fig. 1). The study area covers the oldest organic core part of Dhaka city (old Dhaka), the planned areas
and even the unplanned new generation organic areas that are called „Informal Settlements‟. This selected study
area almost covers the biggest urban agglomeration and is the central part of Bangladesh in terms of social and
economic aspects. Therefore, this area has huge potentiality to face massive urban growth in near future based
on the current trend of rapid urbanization.
3. Identification and Monitoring the Change of Land Use Pattern Using Remote Sensing and GIS:A Case Study of Dhaka City
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III. Data And Methodology
3.1 Data Collection
This research is dependent on secondary data. To prepare the base maps for analysis purpose and
applying the different methods to achieve the study objectives, Landsat satellite images ( 1990, 2003 and 2010 )
have been collected from Bangladesh Space Research & Remote Sensing Organization (SPARSO). Table 2.1
shows the details of the Landsat satellite images used for analysis.
Table 1 Details of Landsat Satellite Images
Respective
Year
Date Acquired
(Day/Month/Year)
Sensor
1990 07-01-1990 Landsat-5-TM
2003 24-03-2003 Landsat-7-ETM+
2010 30-01-2010 Landsat-5-TM
Map Projection of the collected satellite images is Universal Transverse Mercator (UTM) within Zone
46 N– Datum and of the co-ordinate system World Geodetic System (WGS) 84 and the pixel size is 30 meters.
For the purpose of obtaining the study area ( i.e. DCC ), the GIS format file (i.e. shape file) of DCC has
been collected from IWM (Institute of Water Modeling), Bangladesh. For the purpose of referencing, several
base maps of Dhaka City have been collected from the Survey of Bangladesh (SoB). The land use maps of all
the wards of DCC (2008) have been collected from DCC and Rajdhani Unnayan Kartripakkha (RAJUK) or
Capital City Planning and Development Authority. Google Earth is another option to get some ideas about the
recent land cover pattern of Dhaka city. These reference data have been used for training site selection and
preparing land cover maps.
3.2 Data Preparation
The collected images are pre-processed by radiometric or geometric corrections. Radiometric
corrections include correcting the data for sensor irregularities and unwanted sensor or atmospheric noise, and
converting the data so they accurately represent the reflected or emitted radiation measured by the sensor.
Image enhancement is solely to improve the appearance of the imagery to assist in visual interpretation
and analysis. Contrast stretching has been performed to increase the tonal distinction between various features in
a scene, and spatial filtering to enhance (or suppress) specific spatial patterns in an image. Arithmetic operations
(i.e. subtraction, addition, multiplication, division) are performed to combine and transform the original bands
into "new" images which better display or highlight certain features in the scene. The image pre-processing,
enhancement and transformation operations are done using ERDAS IMAGINE 9.1.
To segregate the study area from the images, geo-referencing of the satellite images have been
performed. They are transformed to the Bangladesh Transverse Mercator (BTM) map projection system with
datum D_Everest_1830 as same as the DCC shape file. Then images are cropped by the Extraction tool under
Spatial Analyst Tools of ArcToolbox in ArcGIS 10.0.
3.3. Land Use/Cover Classification
Using the basic colors red, green and blue (RGB), it is possible to prepare different FCC images [25].
To distinguish between different cover types or ground objects like buildings, roads, and vegetation, these FCC
images are useful. We have choose the FCC of RGB= bands 4, 3 and 2 for this study. This combination
normally makes built-up areas appear blue, vegetation red, water bodies from dark blue to black, soils with no
vegetation from white to brown [26].
Image classification refers to grouping image pixels into categories or classes to produce a thematic
representation [27]. Image classification comprehends various operations that can be applied to photographic or
image data. These include image restoration, image pre-processing, enhancement, compression, spatial filtering,
and pattern recognition and so on [27]. There are two basic methods of image classification: supervised and
unsupervised [25]. Supervised classification relies on the priori knowledge of the study area [27]. Therefore, for
this study, a supervised classification method has been used.
3.3.1. Training Site Development
In a supervised classification, an image is classified using polygons that represent distinct sample areas
of the different land use types to be classified (training samples). In previous releases, training samples were
collected by first having to create a polygon feature class and then having to edit the feature class using the
Editor Toolbar. In ArcGIS 10, this task has been made much easier by editing of training samples with the
4. Identification and Monitoring the Change of Land Use Pattern Using Remote Sensing and GIS:A Case Study of Dhaka City
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Image Classification toolbar. Training samples of four specific classes are taken for the classification. The
designation and covering features of each class are shown in Table 2.
Table 2 Details of the Land Cover Types
Land use/cover types Description
Water bodies and Wetlands River, permanent open water, lakes, ponds and reservoirs ;Permanent and
seasonal wetlands, marshy land, rills and gully, swamps
Built-up Residential, commercial and services, industrial, transportation, roads, mixed
urban, and other urban
Vegetation and cultivated
land
Deciduous forest, mixed forest lands, palms, conifer, scrub and others Crop
fields, fallow lands and vegetable lands
Bare soil/Exposed soil Exposed soils, sand fill, landfill sites, and areas of active excavation
As many as required samples are taken for a definite class and finally they are merged. Samples of
other classes have been taken accordingly. In this study, the training samples have been selected relying on the
real time data. To do this, help of Google Earth Software is taken. All the image files (i.e. .img files) are
converted to Google Earth supported .kml files including the transformation of datum to WGS 84. Then the kml
format file of one year, say, of the year 2003 is opened on Google Earth and it has been merged over the Google
Earth image of Dhaka of March, 2003. Finally, training samples are accurately developed on the basis of Google
Earth image. This procedure for developing training samples is repeated for each respective year. In the
following, Fig. 3 summarizes the procedure of training site development.
Figure 2 Procedure of developing training samples by google earth polygons
5. Identification and Monitoring the Change of Land Use Pattern Using Remote Sensing and GIS:A Case Study of Dhaka City
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In this study, training samples are developed considering all the variations of pixel brightness of a
specific class. Beside this, for the seasonal variation and variation in type of Landsat images, uneven distribution
of the training samples for different years has been occurred. Fig. 3 shows the positioning of the training
samples in different years.
1990 2003 2010
Figure 3 Location of training samples
3.3.2. Image Classification
After developing training samples for all land cover classes the next step is to classify the images based
on these training samples. This has been done using the Interactive Supervised Classification Toolbar in ArcGIS
10.0. This latest version of ArcGIS enables us to perform the land cover classification without creating any
signature files, which was primitive for the older versions.
3.3.3. Generalization
Sometimes many isolated pixels may be found after image classification [25]. These isolated pixels
belong to one or more classes that differ from surrounding pixels. Therefore it is necessary to generalize the
image and remove the isolated pixels. Filtering is the solution for this type of problem [25]. After a vector-to-
raster conversion, mode filters are good for filling gaps between polygons. Therefore, a 3×3 mode filter has
been applied to generalize the supervised classified land cover images. This post-processing operation replaces
the isolated pixels to the most common neighboring class. Finally the generalized image is reclassified to
produce the final version of land cover maps for 1990, 2003 and 2010, shown in Fig. 4.
6. Identification and Monitoring the Change of Land Use Pattern Using Remote Sensing and GIS:A Case Study of Dhaka City
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1990 2003 2010
Figure 4 Land cover map of the years 1990, 2003 and 2010
IV. Identification And Monitoring Of Land Use Change Pattern
Table 3 shows the area obtained from the land cover classification of four types (i.e. Water body and
Wetland, Built-up, Vegetation and Cultivated land, Bare soil/ Landfill) and their percentage of total area.
Temporal pattern of land use/cover from 1990 to 2010 in Dhaka City Corporation of Bangladesh are shown in
Fig. 5.
Table 3 Summary of land cover classification statistics between 1990 and 2010 (area in hectares)
Land use/cover
types
1990 2003 2010
Area (ha) Percentage Area (ha) Percentage Area (ha) Percentage
Water body and
Wetland
1715.4 12.33 1166 8.38 799.65 5.74
Built-up 4759.92 34.20 7268.4 52.25 7970.67 57.26
Vegetation and
Cultivated land
5414.67 38.91 3009.6 21.63 2232.63 16.04
Bare soil/
Exposed soil
2026.71 14.56 2467.9 17.74 2917.44 20.96
Spatial patterns of land cover shows that urban growth followed certain directions between 1990s and
2010s depending on the ground elevation. For example, the earlier direction of the growth of built-up land was
followed by north, north-west, and west trends but the current trend shows a horizontal expansion (Fig. 4).
Historically, the direction of urban expansion of Dhaka has greatly been constrained by the low elevation of
lands, surrounding rivers, and flooding risk. Thus high and medium terraces were subjected to major
development, usually not liable to inundation. The interpretation of the 2003 and 2010 land cover maps,
however indicated that Dhaka is being started to expand in all directions, specifically to north-east, south-east
and southern parts by filling up low lying areas. In order to lessen the flood susceptibility, earth filling is a very
popular means of land development in DCC. Three sectors, namely, public, private and individual households
are responsible for rapid land use/cover change in Dhaka. Earlier land developments were mainly done by ad-
7. Identification and Monitoring the Change of Land Use Pattern Using Remote Sensing and GIS:A Case Study of Dhaka City
www.iosrjournals.org 26 | Page
hoc planning by the public sector mainly onto agricultural lands. Currently, a tremendous increase of private
sectors, particularly real state agencies, is noticeable in Dhaka, developing both wetlands and agricultural lands
without considering the environmental consequences. Also, land conversion by individual for speculative
purposes has greatly been influencing the development of suburb areas as observed during field visits.
Figure 5 Temporal pattern of land use/cover change
Furthermore, poor coordination among the organizations is equally accountable to the quick loss of
natural covers. For instance, approximately 6,000 ha of Dhaka-Narayangonj-Demra (DND) project were
originally retained for assisting the agricultural production, which is being converted to residential land apace
since 1990s without any approval from the government [18]. This unauthorized land conversion is clearly
implying the weakness of the involvement of multiple legislative agencies. Hence, unregulated expansion in
Dhaka City Corporation is underway, and leading to unauthorized growth.
The nature of land cover changes revealed that the built-up and bare soil/landfill categories have been
increased significantly (Table 3). Fig. 5 can be used to discern the incredible pressure of urbanization on natural
land covers in Dhaka City Corporation. Table 3 demonstrates that between 1990 and 2010, urban built-up areas
increased approximately 3210 ha with an increase of around 890 ha in bare soil/landfill while vegetation and
cultivated land decreased 3180 ha, wetland/lowland and water bodies decreased 915 ha. This result affirms the
earlier findings made by different researchers using supervised classification by ArcGIS [23][24].
To accommodate the increasing population, the city has been expanded extensively compared to its
early stage and concurrently its spatial expansion has been severely constrained by the physical factors.
Therefore most of the development has been resulted in the loss of natural resources. It has been observed that
the growth of Dhaka is extremely faster than the megacities of North America and Europe. A basic difference is
noticed in the case of Dhaka‟s growth. For example, mega cities in the western world grew gradually which
enables these cities to effectively develop the necessary services and management facilities for its people but the
situation is just opposite in Dhaka city due to the extreme pressure of population explosion. Consequently, local
government is confronting diverse challenges to attain sustainable development which could be more acute in
the coming years if planning regulations are not enforced. To evaluate the results of land cover conversion,
matrices of land cover change from 1990 to 2003, 2003 to 2010, and 1990 to 2010 were calculated and relative
changes between years have been determined (Fig. 4).
If we look up to the trend of land use transformation, it can be seen that vegetation to built-up, wetlands
to bare soil and then to built-up transformations are prominent (Fig. 4; Fig. 6). This calculation revealed that
cultivated land and vegetation was used for urban development in the 1990–2003 and 2003-2010, accordingly
resulted in 44% and 26% loss. Also, from 1990 to 2003 and 2003 to 2010, water bodies and mainly wetlands
(i.e. 32% and 31% loss) were converted to bare-soils (i.e. 22% and 18% gain) and then to built-up areas (i.e.
53% and 10% gain).
0.00
10.00
20.00
30.00
40.00
50.00
60.00
70.00
1990 2003 2010
AreabyPercentage
Year
Water body
and Wetland
Built-up
Vegetation
and
Cultivated
land
Bare soil/
Exposed soil
8. Identification and Monitoring the Change of Land Use Pattern Using Remote Sensing and GIS:A Case Study of Dhaka City
www.iosrjournals.org 27 | Page
Figure 6 Relative changes in land cover (%) in DCC
During 1990-2003, the conversion pressure was mainly onto cultivated land and vegetation as it shows
the maximum loss. But in case of 2003-2010, the pressure transferred to wetlands as near all cultivated lands
had already been converted to built-up areas.
Urbanization in the study area has been very rapid on other land covers with discontinuous patches
which resulted in diversified and uneven expansion. Inadequate housing, unplanned and haphazard
development, ubiquitous urban poverty, absence of proper land use policy, inequity of lands, pitiable
coordination among responsible organizations and absence of reliable information on the current land use
practice, all are contributing to the urban sprawling which is leading to the unconceivable emergence of slums
and squatters. It is estimated that presently about 37% of the city‟s population live in slums [28] and the
environment of slum is extremely unhygienic as they are located at sites such as solid waste dumps, open drains
and sewers, embankment and often along the rail line [29]. In addition, the people living in slums are extremely
vulnerable to natural hazards such as floods [30]. Thus the accelerated growth of slum population fosters to the
loss of expensive wetlands, vegetation cover, and also negatively affecting both human and physical
environments. On the contrary, the ever-increasing urban population and its poverty result in overexploitation of
natural resources to a level which is no longer sustainable for future.
V. Conclusion
Land use/cover classification of Dhaka City Corporation of Bangladesh using remote sensing and GIS
was described in this study. Landsat images of Dhaka city of year 1990, 2003 and 2010 are analyzed by
moderately accurate Interactive Supervised Classification Toolbar in ArcGIS 10. Interpreting the obtained land
cover classification images and land cover areas of four land cover types (i.e. built-up, vegetation and cultivated
land, water bodies and wetland, bare soil/landfill) over 1990-2010, land cover change pattern of Dhaka city is
found. Un-planned increase in built-up areas and urbanization induced landfills, snatches the vegetative and
cultivated lands, water bodies and wetlands, which is environmentally not sustainable. The causes of this kind of
resource diminishing urbanization are considerable amount of migration from rural due to blooming
opportunities, un-planned development, political crisis, poor legislative actions and inadequate policies.
5.1 Major Findings
In last two decades (1990-2010), built-up area has increased near 67% and most of it (i.e. 53%) had
increased during 1990-2003. The reduced rate of growth of built-up area in last decade clearly indicates the
saturation of built-up area of Dhaka City Corporation.
A mass reduction (i.e. 59%) in vegetation and cultivated land is observed, which is alarming.
Induced landfill for infrastructural development, results in decrease of water body and wetlands (i.e. 53%)
with the increase in bare soil/landfill (i.e. 44%).
Urbanization is the prime dominant factor affecting land use pattern change.
5.2 Recommendations for Further Study
Feasibility analysis of mixed-use land use pattern for Dhaka city.
Using the findings of this study, to prepare a City Development Plan, where infrastructural development
and management, environmental sustainability and ecological balance are maintained.
Future prediction of land use pattern change.
Any kind of research on pollution or individual land covers type in Dhaka city.
-80
-60
-40
-20
0
20
40
60
80
Water Body and
Wetlands
Built-up Area Vegetation and
Cultivated land
Bare
soil/Exposed soil
%ChangeinRelative
Area
1990-2003
2003-2010
1990-2010
9. Identification and Monitoring the Change of Land Use Pattern Using Remote Sensing and GIS:A Case Study of Dhaka City
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Acknowledgement
We are very grateful to Md. ESRAZ-Ul-Zannat, GIS/RS Specialist, Information & Communication
Technology (ICT) Division, Institute of Water Modelling (IWM), Bangladesh; for his technical support.
Our heartfelt thanking goes to Dr. Afzal Ahmed, Associate Professor and Dean, School of Computer
Science and Engineering, University of Information Technology & Sciences (UITS), Bangladesh; for his initial
encouragement for conducting this study and helping us developing the study proposal and to Sheikh Md.
Nomaan, Lecturer, UITS, Bangladesh; for his throughout guidance.
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