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Estimation results of the model for land development and redevelopment.

Estimation results of the model for land development and redevelopment.

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Urban Residential land development and redevelopment intensity (LDR) act as an essential index to understand magnitude of urban livability and sustainable development. Recent urbanization pattern of Rajshahi city has made a rising demand for land, which made it a precious commodity. As a result of it, Rajshahi City Corporation (RCC) area is undergo...

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... types of data pre-processing and logistic regression analysis were conducted, and the regression model results have been shown in Table 3. According to the results, overall Percentage represents the overall accuracy and if the value is higher than 80%, the better the effect of the logistic regression model. ...
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... coefficients and their significance are stable in several operations, which reflect the scientific nature and credibility of the hedonic model ( Witte et al., 1979). The coefficients and significance level of model variables are presented in Table 3. Β is the coefficient of every independent variable. ...

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... This computation resulted in an average daily waste production of approximately 0.46 kilograms per individual, a finding consistent with previous research. Based on data provided by the Rajshahi City Corporation, the city's population is estimated to be around 0.85 million (Islam et al., 2020). As a result, the anticipated total daily waste generation in RCC is assessed at approximately 359.12 tons, a figure that closely aligns with previous research findings (Hamidul Bari et al., 2012, Halder et al., 2014, Habib et al., 2021. ...
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The sustainable management of municipal solid waste is of utmost importance for cities in Bangladesh, including Rajshahi City, which faces unique challenges due to rapid urbanization, industrial growth, and population expansion. This study aimed to gain insights into waste generation patterns and characteristics in Rajshahi by analyzing factors like moisture content, bulk density, dry density, and calorific value of municipal solid waste at the Rajshahi landfill site. The objective was to identify the most feasible method for waste characterization and segregation. The research methodology utilized a comprehensive approach, incorporating field surveys, laboratory analyses, and statistical modeling to create an energy matrix and assess the potential for waste-to-energy production in Rajshahi City. This study aligns with several Sustainable Development Goals (SDGs) related to waste and energy management, including SDG 7: Affordable and Clean Energy-by exploring waste-to-energy options. SDG 11: Sustainable Cities and Communities-by addressing waste management challenges in a rapidly urbanizing area. SDG 12: Responsible Consumption and Production-by promoting sustainable waste management practices. SDG 13: Climate Action-by potentially reducing greenhouse gas emissions through efficient waste-to-energy conversion. Overall, this research contributes to Rajshahi City's efforts to achieve sustainable development while addressing its waste and energy needs by converting its 75.8% organic waste to electricity using an anaerobic digester.
... During the selection of urban centers, a comprehensive assessment of various factors and features is undertaken to determine their suitability and significance. This evaluative process encompasses a wide range of considerations, such as the presence of educational institutions, banking and financial establishments, healthcare facilities, public services, commercial establishments, and the efficiency of transportation and connectivity options [6]. Healthcare facilities play a crucial role in enhancing the well-being and convenience of residents and consequently exert a notable impact on the appeal of a town [5]. ...
... Moreover, topographic maps emerge as invaluable tools for identifying optimal locations for diverse construction projects, including residential, commercial, and public developments. The detailed depiction of elevation changes through contour lines allows for a thorough understanding of the terrain and slope of the land, aiding in informed decisionmaking during development planning [6]. To ensure an accurate valuation of land, certain areas, such as water bodies, tanks, marshy lands, sandy lands, and forested areas, are designated as restricted zones and must be excluded from consideration during the valuation process [1,7]. ...
... An introduced indicator, the shape index, provides valuable insights into landscape characteristics, serving as a further consideration in the valuation process. The division of land into plots, characterized by irregular shapes and defined based on land-use classification, ownership, and natural or administrative boundaries, aids in assessing land value [6,10]. Furthermore, the presence and quality of facilities on a given parcel of land significantly contribute to its overall value [5]. ...
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Land valuation is a crucial process that involves the comprehensive assessment of specific land parcels to estimate their worth based on market value or predefined value base on valuation standards and regulations. Traditionally, this process has relied on expert involvement, often leading to different value figure for the same land by different valuation officers. While minor variations are considered acceptable, concerns have been raised regarding the lack of transparency, accuracy, and efficiency in the traditional approach. In response to these challenges, this study proposes an innovative system leveraging the potential of automated valuation models (AVMs) and big data applications in the real estate domain to address the limitations of traditional land valuation methods. The objective of the study is to enhance the transparency and accuracy of land valuation through the integration of a holistic data interpretation system, improved information exchange between AVM projects and property valuation, and the automation of specific workflows for property assessment. The study focuses on the Homagama Divisional Secretarial administrative boundary in Sri Lanka as a case study area for implementing the proposed AVM-based valuation model. The methodology adopts a multi-criteria approach with expert validation, considering various causative factors influencing land value, such as access to transportation, proximity to schools, distance from government and commercial establishments, proximity to hospitals, slope, land use, distance to urban centers, and population. To determine the relative importance of each factor, the Analytical Hierarchical Process (AHP) is utilized, providing a rational and consistent weighting approach. The AVM is developed using ArcGIS software and Weighted Overlay Analysis, effectively capturing the spatial distribution of land values within the study area. The research results in the classification of the Homagama Divisional Secretary area into distinct land value classes, ranging from very low to very high valued areas. In order to ensure the accuracy and validation of the model, the estimated AVM for land lot cadaster data, is reviewed alongside real-world land value data. The valuation map produced presents a graphical representation of the value of each land parcel, thereby facilitating rapid decision-making processes. Additionally, the study highlights the potential for further enriching the model with additional factors beyond those initially considered. In conclusion, this study demonstrates the value of AVMs in revolutionizing land valuation by providing a transparent, accurate, and efficient approach. The proposed model serves as a valuable tool for decision-makers, stakeholders, and property professionals in their efforts to assess land values and make informed real estate investment decisions.
... Bangladesh, which has a long history of being a rural, agrarian nation, is quickly becoming an urban civilization (Islam et al., 2022). Migration from rural areas to urban centers is becoming more prevalent worldwide (Nations, 2014). ...
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... The city's first formal master plan, within the jurisdiction of the Rajshahi metropolitan area (RMA), was produced in 2004 to guide the city's future land use growth [124]. Every five years, this plan was expected to be updated to accommodate essential changes and ensure planned development. ...
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In urban land use optimization problems, different conflicting objectives are applied. One of the most significant goals in urban land use optimization problems is to maximize environmental benefits. To quantify environmental benefits in land use optimization, many researchers have employed a variety of methodologies. According to previous studies, there is no standard approach for calculating environmental benefits in urban land use allocation problems. Against this background, this study aims to (a) identify indicators of environmental benefits and (b) propose a novel composite index to measure environmental benefits in urban land use optimization problems. This study identified four indicators as a measure of environmental benefits based on a literature assessment and expert opinion. These are spatial compactness, land surface temperature, carbon storage, and ecosystem service value. In this work, we proposed a novel composite environmental benefits index (EBI) to quantify environmental benefits in urban land use allocation problems using an ordered weighted averaging (OWA) method. The study results showed that land surface temperature (LST) is the most influential indicator of environmental benefit while carbon storage is the least important factor. Finally, the proposed method was applied in Rajshahi city in Bangladesh. This study identified that, in an average-risk decision, most of the land (64.55%) of the study area falls within the low-environmental-benefit zone due to a lack of vegetated land cover. The result suggests the potential of using EBI in the land use allocation problem to ensure environmental benefits.
... This city is situated near the bank of the Padma River. Rajshahi city is located between 24ʹ20ʹ and 24ʹ24ʹ north latitudes and in between 88ʹ32ʹ and 88ʹ40ʹ east longitudes [5]. The area of Rajshahi city corporation is bounded by Paba Upazila [ Fig. 1]. ...
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... The number of sub-districts in RCC is 12, with a total ward number of 30. In 2018, according to the RCC authority, the population of the city was 0.85 million [22]. MSW generation rates per person of the six major cities are approximately equal. ...
... Similar results have been observed in previous studies [7,9]. According to the Rajshahi City Corporation authority, the population of the city is approximately 0.85 million [22]. Therefore, the approximate total waste generation in RCC is calculated as 358.19 t/d, which is approximately equal to the data presented by earlier studies [7,9]. ...
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Waste management is becoming one of the most challenging tasks for developing countries in order to ensure good human health, as well as a healthy environment. Rajshahi City Corporation (RCC) is one of the 12 city corporations in Bangladesh. Various environmental and human health problems have arisen due to a lack of proper knowledge of waste management. Thus, the aim of this work is to illustrate the present status of MSW generation and management in Rajshahi City Corporation, Bangladesh. Fifty households were selected throughout RCC for waste collection, which represent approximately all types of households in RCC. From the qualitative and quantitative analysis, it is estimated that the approximate MSW generation in RCC is 358.19 t/d (tons/day) at an approximate rate of 0.4214 kg/person/d. Calorific values of the wastes have also been determined using the ultimate analysis results of the MSW. A higher calorific value of the dry MSW has been calculated as 14.9 MJ/kg. Moisture content of the MSW has been found to be 48.28%. It is also estimated that the possible power generation (steam energy to electrical power) from MSW generated in RCC is 159.40 MWh/d. Lastly, future scopes of MSW management and different waste management measures that need to be taken are illustrated. Waste-to-energy (WTE) conversion has been given priority and anaerobic digestion (AD) has been found to be an interesting prospect in this sector. Techno-economic analysis of the AD has been conducted. Energy potential from the proposed plant has been calculated as 3.85 MW and the payback period has been found to be 4.9 years. It has been observed that employing AD on a large scale can not only reduce the waste, but also meet a large portion of the energy demand of this city.
... Rajshahi is one of the main divisional cities located in the northwestern part of Bangladesh between 24°07′ to 24°43′ north latitudes and 88°17′ to 88°58′ east longitudes (Fig. 1). The city is located along the northern side of the Padma river [113]. The average ground elevation is around 17 m to 18 m with 21 m highest embankment crest. ...
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Rajshahi is considered as one of the most growing cities in Bangladesh with enormous potentialities for physical and environmental development. The city has taken over air pollution, and it should now shift their focus on preparing to face the consequences of rapid urban growth. With unorganised solid waste management even after the absence of industries and mega industries, the city has a chance of collapsing in the period of potential future massive development movement. In order to combat this potential risk during that period, the landfill can be applicable in this developing city being the cheapest and straightforward method. Concerning this, this study attempts to identify suitable places to dispose of Metropolitan Solid Waste (MeSW). To select suitable sites for landfills, several critical factors, such as ge-ology/hydrogeology, land use, aspect, slope, and distance from the surface water body, settlements, roads, railway, and protected areas, were chosen according to standards and regulations. Weights of criteria are determined using the Fuzzy Analytical Hierarchy Process (F-AHP), and then the weighted overlay analyses are used to nominate landfill sites. According to findings extracted, only about 6% area is highly suitable, and 22% of the area is moderately suitable for the landfill site development. Considering parameters such as minimum required area for landfills, buffer distance from residents, major roads and agricultural lands, political and management issues, and having discussions with key personnel, the study opts two potential sites for landfill development. Inappropriate landfill locations other than this will lead to adverse environmental, economic, and ecological externalities.