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Journal articles on the topic 'Urbanization Case studiesIndonesia Jakarta'

Author: Grafiati
Published: 11 December 2022
Last updated: 31 July 2025

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1

Lintang Rahmayana and Khalid Adam. "The Challenges of Land Conversion in Realizing a Livable and Sustainable City, Case Study:." Proceeding International Seminar of Science and Technology 4 (April 17, 2025): 161–71. https://doi.org/10.33830/isst.v4i1.5250.

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Jakarta, the business-center of Indonesia, has experienced significant changes due to urbanization. The outward expansion of the urban area has affected surrounding areas, including Depok City. Depok, situated to the south of Jakarta, serves as a buffer zone. The impact of urbanization has resulted in a rise in the number of people working in Jakarta but residing in Depok City. This trend has caused an increase in land conversion in Depok to satisfy the housing demand. Not only has the amount of undeveloped land decreased, but household waste and garbage have also increased due to population-g
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Fabiola Candraningtyas, Callista, Fikri Arkan Maulana, and Sapta Suhardono. "Urban heat island distribution, transformation, and projection (Case study: Jakarta City in 2000, 2020, and 2040)." BIO Web of Conferences 155 (2025): 03002. https://doi.org/10.1051/bioconf/202515503002.

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The Urban Heat Island (UHI) phenomenon occurs when urban areas experience higher temperatures than surrounding rural regions due to urbanization, land use changes, and reduced green spaces. In cities like Jakarta, UHI worsens climate change impacts, increases energy consumption, and threatens public health and quality of life. This study analyzes changes in UHI intensity and distribution in Jakarta between 2000 and 2020 and projects its impacts by 2040. The methodology includes analyzing Landsat satellite data to map surface temperature and land use changes, processed using geographic informat
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Alzamil, Waleed S. "Evaluating Urban Status of Informal Settlements in Indonesia: A Comparative Analysis of Three Case Studies in North Jakarta." Journal of Sustainable Development 11, no. 4 (2018): 148. http://dx.doi.org/10.5539/jsd.v11n4p148.

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Informal settlements have become one of the most important issues facing urban areas in Indonesia. The emergence of informal settlements, called ‘kampungs’, in Jakarta has accompanied the rapid urbanization, and it has become more serious in recent decades. This paper evaluates the urban status of informal settlements in Jakarta. The methods used include a comparative analysis of three case studies in North Jakarta: A. Kampung Bandan; B. Kampung Luar Batang; and C. Kampung Muara Baru. This paper founds that upgrading these settlements must be in accordance with a comprehensive plan that includ
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Harahap, Aris Masruri. "The Meaning of Home after Internal Migration for a Local-Based Community in Jakarta." JSSH (Jurnal Sains Sosial dan Humaniora) 7, no. 1 (2023): 1. http://dx.doi.org/10.30595/jssh.v7i1.14183.

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In the context of urbanization in Indonesia, home for migrants is often associated with a place where they will return after leaving. This idea becomes even clearer on Lebaran Day. At that time, many of those who left their homes will do their biggest effort to come home and meet their loved ones at home. It is not to mention people from Lampung who join a local-based community called Komunitas Anak Lampung Selatan (Community of People from South Lampung) or KALS. These people left their hometown for Jakarta in the spirit of accumulating economic capital. This essay discusses the meaning of ho
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Melissa, Sesilia, Budijanto Chandra, and Rudy Triisno. "Green Building Office Tower Design with Bioclimatic Architecture and Design Articulation." International Journal of Application on Social Science and Humanities 1, no. 1 (2023): 1159–69. http://dx.doi.org/10.24912/ijassh.v1i1.25731.

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 The growth in the urbanization rate that occurs in big cities in Indonesia, especially in Jakarta, is offset by the growth of tall buildings. Office buildings are one of the most popular building constructions for investors and developers for economic and political progress in Jakarta. however, the construction of tall buildings in Jakarta can have a negative impact on the balance of the surrounding environment. This has become an impetus for the Jakarta government to move in saving the environment balanced by rapid infrastructure development with the Jakarta 30:30 as their comm
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Hermanto, Sukma Sakti Agita, Afra Donatha Nimia Makalew, and Bambang Sulistyantara. "HUBUNGAN ANTARA PERUBAHAN TUTUPAN LAHAN TERHADAP TOTAL PENDUDUK YANG DIPENGARUHI OLEH FENOMENA URBANISASI DI BOGOR, JAWA BARAT." Jurnal Lanskap Indonesia 10, no. 1 (2018): 7–11. http://dx.doi.org/10.29244/jli.v10i1.17397.

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Urbanization is the main issue that altered the environmental condition nowadays. Urbanization means that there are changes in suburban areas to fulfill the function needed in the urban area. Nowadays, urbanization occurred due to the high demand of housing area with lower budget and comfortable environment of living condition. This condition was presented in the Bogor city case. Bogor is one of the oldest cities in Indonesia which is located in the southern part of Jakarta. Due to the increase of population in the capital city and increased of the higher price of housing, people started to lo
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Ulima, Yasmin Alodia. "Perancangan Rusunawa dengan Pendekatan Arsitektur Berkelanjutan di Rawa Buaya, Cengkareng, Jakarta Barat." Jurnal Arsitektur Wastu Padma 2, no. 2 (2024): 089–97. https://doi.org/10.62024/jawp.v2i2.39.

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Rapid urbanization in West Jakarta has increased the need for sustainable housing, especially in Rawa Buaya, Cengkareng. This research designed Rusunawa with a sustainable architectural approach that prioritizes energy efficiency, waste management, and environmentally friendly materials. The methods used include case studies and sustainable design analysis through field observations, expert interviews, and literature reviews. The study's results offer the concept of Rusunawa, which meets decent housing standards while supporting environmental conservation. This finding is expected to guide the
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Joko Sapto Pramono, Nuraini, Junardin Djamaluddin, Yoanita Hijriyati, and Yusriati. "The Effect of Air Pollution on the Health of Urban Residents (Case Study in Jakarta)." Miracle Get Journal 2, no. 2 (2025): 34–43. https://doi.org/10.69855/mgj.v2i2.125.

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Air pollution is a major environmental issue affecting urban areas worldwide, with significant health implications for millions of residents. In Jakarta, rapid urbanization and industrial activities have contributed to deteriorating air quality, exposing the population to harmful pollutants such as particulate matter (PM₂.₅, PM₁₀), nitrogen dioxide (NO₂), sulfur dioxide (SO₂), ozone (O₃), and carbon monoxide (CO). This study aimed to analyze the impact of air pollution on public health in Jakarta, identify key hazardous pollutants, and evaluate the effectiveness of mitigation policies. A liter
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Maheng, Dikman, Assela Pathirana, and Chris Zevenbergen. "A Preliminary Study on the Impact of Landscape Pattern Changes Due to Urbanization: Case Study of Jakarta, Indonesia." Land 10, no. 2 (2021): 218. http://dx.doi.org/10.3390/land10020218.

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Urbanization is changing land use–land cover (LULC) transforming green spaces (GS) and bodies of water into built-up areas. LULC change is affecting ecosystem services (ES) in urban areas, such as by decreasing of the water retention capacity, the urban temperature regulation capacity and the carbon sequestration. The relation between LULC change and ES is still poorly examined and quantified using actual field data. In most ES studies, GS is perceived as lumped areas instead of distributed areas, implicitly ignoring landscape patterns (LP), such as connectivity and aggregation. This prelimina
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Nurdiansyah, Alfian. "Urban Slum Upgrading Policy In Jakarta (Case Study: Kampung Deret Program Implementation)." Indonesian Journal of Planning and Development 3, no. 1 (2018): 19. http://dx.doi.org/10.14710/ijpd.3.1.19-31.

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For several decades, Jakarta has witnessed massive urbanization that leads to urban slum problems. The problems have always been associated with urban kampung, the informal neighborhood which grows and tends to be more impoverished over times. The local government has implemented the Kampung Improvement Program (KIP) to reduce the problems. The program which included sites-and-services program, and resettlement policy was not entirely successful to overcome slum problems. In 2013, the Governor of Jakarta launched Kampung Deret Program (KDP) as an alternative to the on-site slum upgrading polic
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Kristiadi, Yusuf, and Herdis Herdiansyah. "Environmental carrying capacity modeling using system dynamics in the context of smart sustainable city: Jakarta case study." Sustainable Urban Development and Environmental Impact Journal 1, no. 2 (2024): 82–99. https://doi.org/10.61511/sudeij.v1i2.2024.1205.

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Introduction: In Jakarta, rapid urbanization and population increase have led to serious environmental problems such air pollution, water scarcity, and land degradation. Excessive economic activity and population growth are placing pressure on the city's environmental carrying capacity, which is leading to a decline in living standards and an increase in demand on natural resources. Green open space in Jakarta has decreased significantly, currently at 9.8%, below the minimum requirement of 30%. Methods: This study uses a system dynamics approach to assess Jakarta’s environmental carrying capac
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Lubis, Muhammad Ridwan, Bambang Wirawan, and Amirsyah Tambunan. "Studi Hubungan Ruralisasi Dengan Penduduk Lokal: Pola Kerukunan Hidup Umat Beragama Di Daerah Pinggiran Jakarta." ILMU USHULUDDIN 6, no. 1 (2019): 91–106. http://dx.doi.org/10.15408/iu.v6i1.13891.

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There are four types patterns of shifting population due to the influence of modernity, namely ruralization, urbanization, transmigration and circulation. Ruralization is the movement from city to village while urbanization is moving from village to city. Migration is a permanent migration of people from one area to another. Finally, circulation is the movement of people to fulfill certain interests such as work and living in two different places, so they must move every day from village to city. This research focuses on the Study of the Relationship between Ruralization and Local Residents: T
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Fahmi, Faisal. "EXPLORING VEGETABLE FARMING IN PERI-URBAN AREAS OF JAKARTA (A CASE STUDY OF TANGERANG REGENCY)." Jurnal Social Economic of Agriculture 8, no. 2 (2019): 23. http://dx.doi.org/10.26418/j.sea.v8i2.37190.

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The presence of vegetable farmers in peri-urban areas is essential for the supply of food to the urban population. However, they face intense competition from other non-agricultural activities. This research aims to explore the characteristics of vegetable farmers in Tangerang Regency as part of Jakarta Metropolitan Area, the motivation of respondents towards becoming vegetable farmers, and their strategy in adapting to massive urban development. We employed the qualitative approach by combining questionnaires, field observations, and interviews. We found the new entrant farmers that are in th
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Gunawan, Wawan, and Ari Widyati Purwantiasning. "KAJIAN TIPOLOGI POLA RUANG HUNIAN VERTIKAL DI JAKARTA." BORDER 3, no. 1 (2021): 31–46. http://dx.doi.org/10.33005/border.v3i1.75.

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The population density in Jakarta can be seen from the number of people who are increasing every year and increasing the population density living in Jakarta. High urbanization affects the process of urban development, population development and the need for housing that requires a lot of land in the Jakarta area. The government and the private sector in dealing with these problems provide a decent place to live for the community by building vertical housing. Vertical development in the form of flats for residents is considered capable of increasing efficiency, effectiveness of space utilizati
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Lasaiba, Mohammad Amin. "The Dynamics of Land Use Change in Metropolitan Areas: The Impact of Urbanization and Sustainable Management Strategies." JENDELA PENGETAHUAN 17, no. 2 (2024): 213–27. http://dx.doi.org/10.30598/jp17iss2pp213-227.

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Land use change is a global phenomenon with significant impacts on the environment, society, and economy, especially in metropolitan areas experiencing rapid urbanization. This study aims to analyze the dynamics of land use change, the driving factors, and the resulting ecological and socio-economic impacts. The method used in this research is a literature review with a qualitative approach. Data were collected from various secondary literature sources, including books, journal articles, research reports, and dissertations relevant to the research topic. The findings indicate that urbanization
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Solehudin, Heri, Rani Darmayanti, Faikotul Wulan Agustin, and Citra Reksi Santoso. "Navigating the Future: AI, Floods, Politics, and Entrepreneurship in Management Operations for Resilient Societies in Jakarta." Revenue Journal: Management and Entrepreneurship 1, no. 1 (2023): 87–109. https://doi.org/10.61650/rjme.v1i1.228.

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This research investigates the integration of artificial intelligence (AI), flood risk management, political dynamics, and entrepreneurship in enhancing resilient city management in Jakarta from 2013 to 2023. Jakarta faces significant challenges due to rapid urbanization, climate change, and political instability, making it highly susceptible to flooding. Over the past decade, the frequency and intensity of floods have escalated, affecting over 1.5 million residents each year. Contributing factors include inadequate infrastructure, inconsistent public policies, and limited resources. The study
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Mulya, Setyardi Pratika. "Determining of peri-urban in rice production centers area: Case study in Karawang Regency, Indonesia." IOP Conference Series: Earth and Environmental Science 1109, no. 1 (2022): 012072. http://dx.doi.org/10.1088/1755-1315/1109/1/012072.

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Abstract In the last decade, the Jakarta-Bandung Mega Urban (JBMUR) corridor has experienced rapid urbanization, including the Karawang Regency. In addition, Karawang has become a national center (rice barn), with an area of rice fields in 2019 reaching 95,000 ha and covering 54% of its regency. The socio-economic spatial context of this region provides a new notion of peri-urban characteristics in the rice production center area. This study aims to identify the peri-urban areas and explain the peri-urban rice production center areas. The approach is a case study using geographic information s
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Agustin, Laura Tri, and Nurahma Tresani. "STUDI PENERAPAN REGULASI PENYEDIAAN FASILITAS UMUM DAN FASILITAS SOSIAL DI KLUSTER APARTEMEN GREEN BAY PLUIT." Jurnal Muara Sains, Teknologi, Kedokteran dan Ilmu Kesehatan 8, no. 1 (2024): 79–88. http://dx.doi.org/10.24912/jmstkik.v8i1.26350.

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Indonesia is experiencing very rapid development and urbanization. In line with this, in the 90s the government and private sector began to develop housing from housing cluster to apartment clusters. Public facilities and social facilities are one of the requirements regulated by regulations and must be fulfilled by the developer. However, in its implementation, the provision of public facilities and social facilities experiences many obstacles, especially in apartment. The aim of this research is to identify the process of implementing public facilities and social facilities regulations and i
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19

Hayati, Amelia, Rahadi Meta Tri Sulaksana, AAA Made Cahaya Wardani, and Adyk Marga Raharja. "Evaluation of the Success of Transportation Infrastructure Renewal Projects: Case Study of the Jakarta-Bandung High-Speed Train Development." Journal of Renewable Engineering 2, no. 1 (2025): 27–35. https://doi.org/10.62872/d36tjv51.

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The development of transportation infrastructure has a multidimensional impact in driving economic growth and regional integration. The Jakarta-Bandung High-Speed Rail project is expected to reduce traffic congestion and improve connectivity and mobility efficiency. However, its success must be assessed not only from the technical aspects and physical completion, but also the effectiveness of public investment, long-term economic impacts, and environmental sustainability. The main challenges of this project include land acquisition, financial uncertainty due to debt-based financing schemes, an
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Setiawan, Tomi, Muhammad Farras Samith, and Muhammad Hammam Mughits. "Urban Resilience: Navigating Challenges and Opportunities in Indonesia." Social Science and Humanities Journal 8, no. 12 (2024): 5965–84. https://doi.org/10.18535/sshj.v8i12.1491.

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This paper aims to examine the notion of urban resilience, multidisciplinary frameworks, and efforts to promote adaptive and sustainable urban systems. Urban resilience has emerged as an important framework to address the vulnerabilities and challenges encountered by rapidly growing urban centers in the context of environmental, social, and economic issues. The method used is a qualitative method with a literature review approach. The work steps taken in the approach are: identifying research gaps, data search and selection, data scanning and sorting, critical analysis and synthesis, and final
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Fitriandi, Fitriandi, and Nina Carina. "KONSEP MIX PROGRAMMING DALAM PENCARIAN TIPOLOGI BARU DESAIN TERMINAL BLOK M." Jurnal Sains, Teknologi, Urban, Perancangan, Arsitektur (Stupa) 4, no. 1 (2022): 99. http://dx.doi.org/10.24912/stupa.v4i1.16976.

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Jakarta as the capital of the Unitary State of the Republic of Indonesia is the center of economy and government. The population of DKI Jakarta province continues to grow every year. One of the causes of population growth is urbanization. Population density also differs between the night population and the day population, where the day population is greater due to the presence of commuters. Human density, activity, and the high use of private vehicles cause the city of Jakarta to become one of the cities with the problem of high congestion in the world. As a step in overcoming congestion, the
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Erkens, G., T. Bucx, R. Dam, G. de Lange, and J. Lambert. "Sinking coastal cities." Proceedings of the International Association of Hydrological Sciences 372 (November 12, 2015): 189–98. http://dx.doi.org/10.5194/piahs-372-189-2015.

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Abstract. In many coastal and delta cities land subsidence now exceeds absolute sea level rise up to a factor of ten. A major cause for severe land subsidence is excessive groundwater extraction related to rapid urbanization and population growth. Without action, parts of Jakarta, Ho Chi Minh City, Bangkok and numerous other coastal cities will sink below sea level. Land subsidence increases flood vulnerability (frequency, inundation depth and duration of floods), with floods causing major economic damage and loss of lives. In addition, differential land movement causes significant economic lo
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Hermanto, Andrean, and Suwandi Supatra. "RUANG SENI DAN KULINER JALANAN DI SENEN." Jurnal Sains, Teknologi, Urban, Perancangan, Arsitektur (Stupa) 2, no. 1 (2020): 623. http://dx.doi.org/10.24912/stupa.v2i1.6759.

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As Urbanization blooms, related problems, especially those that affect community relations, become a 'hot topic' in developing projects based on 'Third Place'. The erosion of the community and its community often with the development of urbanization identified as Social Segregation becomes an interesting problem to be discussed by sociologists. The focus of the issue raised in this project is "How to create a Third Place in Senen area." The location of the project is in the Senen, precisely on Jl. Stasiun Senen, Jakarta Pusat which is one of the popular shopping centers in Jakarta. The site wa
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Bucx, T. H. M., C. J. M. van Ruiten, G. Erkens, and G. de Lange. "An integrated assessment framework for land subsidence in delta cities." Proceedings of the International Association of Hydrological Sciences 372 (November 12, 2015): 485–91. http://dx.doi.org/10.5194/piahs-372-485-2015.

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Abstract. In many delta cities land subsidence exceeds absolute sea level rise up to a factor of ten by excessive groundwater extraction related to rapid urbanization and population growth. Without change, parts of Jakarta, Ho Chi Minh City, Bangkok and numerous other delta (and coastal) cities will sink below sea level. Increased flooding and also other widespread impacts of land subsidence result already in damage of billions of dollars per year. In order to gain insight in the complex, multi-sectoral aspects of subsidence, to raise awareness and to support decision making on appropriate ada
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25

Fuady, Mirza, Buraida, M. Andrian Kevin, M. Rafi Farrel, and Allya Triaputri. "Enhancing Urban Resilience: Opportunities and Challenges in Adapting to Natural Disasters in Indonesian Cities." Sustainability 17, no. 4 (2025): 1632. https://doi.org/10.3390/su17041632.

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This study identifies the key challenges and opportunities for enhancing urban resilience in Indonesia, focusing on the implementation of green city concepts as a strategic solution to improve urban sustainability. Case studies of Banda Aceh, Jakarta, and Surabaya demonstrate the potential and limitations of this approach in addressing critical issues such as flooding, coastal erosion, and urban heat island effects. A systematic literature review (SLR) and policy analysis related to urban resilience were employed, along with an evaluation of green city initiatives implemented in several major
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Fadhilah, F., and R. Hendrati. "Analysis of CO2 absorption and O2 production potential from shade trees, Indonesia case study: Pesakih Public Housing." IOP Conference Series: Earth and Environmental Science 1488, no. 1 (2025): 012005. https://doi.org/10.1088/1755-1315/1488/1/012005.

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Abstract Rapid urbanization and population growth in large cities often lead to increased vehicular activity, resulting in elevated air pollution levels, particularly from carbon monoxide (CO) which naturally converts to carbon dioxide (CO2). This rise in atmospheric CO2 contributes to climate change and deteriorates air quality, adversely affecting human health and the environment. Planting trees in urban areas is a widely recognized solution to mitigate this issue, as trees can absorb CO2 and produce O2 through photosynthesis. This study focuses on the potential of shade trees to improve air
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Heng, Jeckhi, Nurahma Tresani, and Nasiruddin Mahmud. "KAJIAN PROSES RANTAI PASOK PENYEDIAAN RUMAH SUSUN YANG TERJANGKAU OLEH PENGEMBANG BUMN DAN SWASTA DI DKI JAKARTA (STUDI KASUS: SAMESTA SENTRALAND CENGKARENG DAN GREEN PRAMUKA CITY)." Jurnal Muara Sains, Teknologi, Kedokteran dan Ilmu Kesehatan 5, no. 1 (2021): 191. http://dx.doi.org/10.24912/jmstkik.v5i1.9905.

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The provision of affordable housing is still a big issue in every major city in Indonesia. The increasing number of urbanizations hasn’t made the provision of housing in the city of Jakarta also increase. Residents who take part in the urbanization program were from the Middle Class and Low-Income Communities Class. The provision of land for Affordable Flats was still a bit. Based on the presentation of the Director of Housing Financing Planning at the Directorate General of Housing Financing, classic problems have happened since 1992 by the PUPR Settlement Area Development were still related
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Mahri, A. Jajang W., Rais Muhamad Falah, and Aas Nurasyiah. "Regional Sukuk Issuance Strategy for West Java Province Infrastructure Financing." Jurnal Ekonomi Syariah Teori dan Terapan 9, no. 6 (2022): 772–86. http://dx.doi.org/10.20473/vol9iss20226pp772-786.

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ABSTRAK Penelitian ini bertujuan untuk mengidentifikasi masalah dan solusi yang menghambat penerbitan sukuk daerah untuk pembiayaan infrastruktur di Jawa Barat. Pendekatan pada penelitian ini menggunakan metode Analytical Hierarchy Process (AHP). Subjek penelitian ini berasal dari regulator, akademisi, dan praktisi di bidang sukuk sebanyak 7 orang. Hasil penelitian ini menemukan bahwa masalah terbesar belum diterbitkannya sukuk daerah di Jawa Barat adalah rendahnya pengetahuan masyarakat (investor) tentang sukuk daerah dan juga rendahnya kesiapan sumber daya manusia (SDM) pemerintah daerah. Ha
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Putra, Anggi Aran, Cahyani Eko Trisnawati, and Puji Wahyu Widayat. "The impact of urbanization on environmental degradation in Jakarta." Journal of City: Branding and Authenticity 2, no. 1 (2024). http://dx.doi.org/10.61511/jcbau.v2i1.2024.903.

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Background: The urbanization discussed in this paper refers to the process of expansion in the proportion of the population living in urban areas. Urbanization is seen as one of the processes of increasing population that drives the functional change of an area, from rural to urban activities. The case discussed in this paper is urbanization occurring in Jakarta city. This paper aims to examine the relationship between urbanization and the decline in environmental quality, especially in Jakarta city. Method: In assessing environmental quality, the reference used follows that set by the Ministr
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Q., Han, Schaefer W., and Barry N. "Land Reclamation Using Waste as Fill Material: A Case Study in Jakarta." June 20, 2013. https://doi.org/10.5281/zenodo.1085157.

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To coop with urbanization issues and the economic need for expansion, the city of Jakarta is planning to reclaim more land in the Jakarta Bay. However, the reclamation activities of some islands have barely started and already the developers are facing difficulties in finding sufficient quantities of sand as fill material. When addressing the problem of sand scarcity in the case of Jakarta where, an excess of waste production, an inadequate solid waste management system and a lack of dumping ground pose a major problem, it is hard not to think of the use
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Ririhena, Megan Afkasiga, and Nedyomukti Imam Syafii. "Analyzing the Application of Void Decks on High-rise Affordable Housing in Jakarta, Indonesia, to Achieve Optimal Urban Ventilation." ASEAN Journal on Science and Technology for Development 38, no. 3 (2021). http://dx.doi.org/10.29037/ajstd.704.

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Economic growth in ASEAN countries encourages significant urbanized growth. In line with the growth of urbanization, large swathes of residential buildings have been constructed in urban areas, especially, in the case of Indonesia, through the government's 1000 rusun (high-rise affordable housing) development program in Jakarta. In order to reduce energy consumption and create a sustainable rusun, a passive strategy is needed in the form of natural air conditioning through optimized natural ventilation in these buildings. In this study, testing was conducted on Rusun Rorotan in Jakarta, from t
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Hardi, Apri Zulmi. "GIS Modeling for Economic Agglomeration/ Cluster of Gross Regional Domestic Product (GRDP) Data Using Moran’s I Analysis, a Case Study: Jakarta, Indonesia." Journal of King Abdulaziz University: Environmental Design Sciences 16, no. 1 (2025). https://doi.org/10.4197/env.16-1.6.

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The Gross Regional Domestic Product (GRDP) is a statistical indicator utilized to quantify the economic magnitude of a certain region. The recent availability of metropolitan area-level measurements of Gross Domestic Product (GDP) has provided a more complete perspective on regional economic activity. The correlation between Gross Domestic Product (GDP) and urban economic growth has garnered substantial attention from researchers, politicians, and economists alike. The research highlights the significance of spatial analysis in understanding urban economic processes. The study utilizes GRDP da
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