Deepak Kumar

Mr. Deepak Kumar

orcid

Research Focus & Metrics

Academic Career Length

5Years (2022-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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10 May 2025 in Buildings
Verified
Journal Article
Open access
PDF file
DKDeepak Kumar
Deepak Kumar
KMKranti Kumar Maurya
Kranti Kumar Maurya
SMShailendra K. Mandal
Shailendra K. Mandal
BMBasit Afaq Mir
Basit Afaq Mir
ANAnissa Nurdiawati
Anissa Nurdiawati
Sami G. Al-GhamdiSami G. Al-Ghamdi
Sami G. Al-Ghamdi
The construction industry plays a significant role in global warming, accounting for 42% of primary energy use and 39% of greenhouse gas (GHG) emissions worldwide. Life Cycle Assessment (LCA) has emerged as a key methodology for evaluating environmental impacts throughout a building’s life cycle, yet its integration in the early design phase remains limited. This review aims to examine strategies and tools for incorporating LCA in the early design phase to enhance sustainability in building construction. The objectives of this study are: (1) to identify the main challenges in integrating LCA into early design workflows, (2) to analyze and compare LCA tools suitable for early-stage assessments, and (3) to explore emerging trends and technological advancements. A systematic literature review was employed using the Scopus database to analyze existing literature, identifying current practices, challenges, and technological advancements in early-stage LCA implementation. A total of 56 studies were identified for the review. The results highlight the growing adoption of Building Information Modeling (BIM), Artificial Intelligence (AI), and parametric modeling in streamlining LCA integration. Despite these advancements, barriers such as data scarcity, lack of standardization, and interoperability issues persist. Key findings suggest that simplified and computational LCA tools can improve accessibility and real-time decision-making during early-stage design. The study concludes that enhancing data availability, refining methodologies, and fostering collaboration between architects, engineers, and policymakers are crucial for mainstreaming LCA in sustainable building design. This review provides actionable insights to bridge the gap between sustainability goals and early-stage design decisions and framework, ultimately supporting a more environmentally responsible construction industry.

23 June 2025 in Buildings
Verified
Journal Article
Open access
PDF file
DKDeepak Kumar
Deepak Kumar
KMKranti Kumar Maurya
Kranti Kumar Maurya
SMShailendra K. Mandal
Shailendra K. Mandal
NHNandini Halder
Nandini Halder
BMBasit Afaq Mir
Basit Afaq Mir
Sami G. Al-GhamdiSami G. Al-Ghamdi
Sami G. Al-Ghamdi
As the population increases, the growing demand for residential housing escalates construction activities, significantly impacting global warming by contributing 42% of primary energy use and 39% of global greenhouse gas (GHG) emissions. This study addresses a gap in research on lifecycle assessment (LCA) for Indian residential buildings by evaluating the full cradle-to-grave carbon footprint of a typical single-family house in Northern India. A BIM-based LCA framework was applied to a 110 m2 single-family dwelling over a 60-year life span. Operational use performance and climate analysis was evaluated via cove tool. The total carbon footprint over a 60-year lifespan was approximately 5884 kg CO2e, with operational energy use accounting for about 87% and embodied carbon approximately 11%. Additional impacts came from maintenance and replacements. Energy usage was calculated as 71.76 kWh/m2/year and water usage as 232.2 m3/year. Energy consumption was the biggest driver of emissions, but substantial impacts also stemmed from material production. Cement-based components and steel were the largest embodied carbon contributors. Under the business-as-usual (BAU) scenario, the operational emissions reach approximately 668,000 kg CO2e with HVAC and 482,000 kg CO2e without HVAC. The findings highlight the necessity of integrating embodied carbon considerations alongside operational energy efficiency in India’s building codes, emphasizing reductions in energy consumption and the adoption of low-carbon materials to mitigate the environmental impact of residential buildings. Future work should focus on the dynamic modeling of electricity decarbonization, improved regional datasets, and scenario-based LCA to better support India’s transition to net-zero emissions by 2070.

24 April 2022 in ECS Transactions
Verified
Journal Article
Closed access
DKDeepak Kumar
Deepak Kumar
BSBulbul Shukla
Bulbul Shukla
Urban Green spaces in cities protect the environment by reducing urban heat stress, reducing global warming potential gases, and reducing storm water runoff. The high rate of urbanisation, which has resulted in encroachment, use change, and other factors that have a negative impact on healthy living and wellbeing. The main objectives of this research are to study and select different typology for the study of urban green spaces and also analyse the major link between the urban green spaces which are impacting the healthy living of housing typology. We used peer-reviewed approaches, which included searching the Web of Science, Scopus Index, and PubMed databases for literature research, and then reviewing peer-reviewed publications. The findings imply that urban green spaces are important for city dwellers. Because it ties greater and more regular usage of green space to healthy living, good quality green space, and well-being, the study has social consequences.

9 September 2025 in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Verified
Journal Article
Open access
NHNandini Halder
Nandini Halder
Manoj KumarManoj Kumar
Manoj Kumar
ADAkshay Deepak
Akshay Deepak
DKDeepak Kumar
Deepak Kumar
NYNaushin Yasmin
Naushin Yasmin
Sami G. Al-GhamdiSami G. Al-Ghamdi
Sami G. Al-Ghamdi
Urbanization and climate change are intricately linked, significantly influencing local and regional thermal environments. Kolkata, a rapidly expanding metropolitan city in India, has witnessed substantial shifts in urban thermal dynamics due to increasing land surface temperatures (LST), the urban heat island (UHI) effect, and heightened thermal discomfort. This study integrates high-resolution remote sensing data and a cloud-based platform via Google Earth Engine (GEE) to assess spatiotemporal changes in thermal discomfort in Kolkata. The study employs the urban thermal field variance index (UTFVI) to estimate the urban thermal discomfort, while the Sen's Slope estimator and the modified Mann-Kendall tests are applied to assess long-term spatiotemporal trends in urban thermal conditions. Findings reveal that LST, UHI, and UTFVI are significantly increasing at the rates of 0.149°C/year, 0.041°C/year, and 0.0041°C/year, respectively. The results further reveal that those areas with low vegetation cover experience extreme thermal stress, highlighting the critical role of urban greenery in mitigating heat-related discomfort. The study offers data-driven insights into Kolkata's urban thermal landscape, with guidance for policymakers in developing sustainable urban planning and climate adaptation strategies, such as expanding green spaces, implementing cool roof technologies, and enhancing urban ventilation. By leveraging cloud-based remote sensing, this study provides a scalable framework for assessing and addressing urban thermal discomfort in other rapidly urbanizing cities worldwide.

24 November 2025 in Nature Environment and Pollution Technology
Verified
Journal Article
Closed access
SRSweta Rupapara
Sweta Rupapara
VRVishva Rathod
Vishva Rathod
HRHarsh Rupapara
Harsh Rupapara
NHNandini Halder
Nandini Halder
DKDeepak Kumar
Deepak Kumar
Urban Heat Island (UHI) effects pose a significant environmental challenge in contemporary urban planning, driven by accelerating climate change, rapid urban development, and changes in land use patterns. This study explores the potential of urban greenery as a mitigation strategy for UHI by conducting a systematic and bibliometric review of 42 peerreviewed studies, selected using the PRISMA 2020 protocol. A mixed methods approach was employed, integrating a systematic review with a critical content synthesis of selected studies using PRISMA 2020 and bibliometric mapping using VOSviewer (1.6.19). The results indicate that urban greenery, encompassing green roofs, vegetated facades, urban forests, and street trees, plays a critical role in mitigating surface and air temperatures by enhancing evapotranspiration, increasing surface reflectivity (albedo), providing shading, and improving urban ventilation dynamics. Widely used indicators in these studies include Land Surface Temperature, the Normalized Difference Vegetation Index, and canopy coverage. The bibliometric analysis reveals exponential growth in related publications between 2014 and 2024, is an R2 = 0.8263, along with emerging thematic clusters centered on thermal comfort modeling, nature-based solutions, and urban climate resilience. China, Australia, and the United States account for the majority of contributions, while tropical and lower-income regions remain underrepresented. The findings highlight critical thematic and geographic gaps, emphasizing the need for future research incorporating empirical validation, field experimentation, and integrative modeling to advance equitable and context-sensitive UHI mitigation strategies.

5 October 2025 in International Society for the Study of Vernacular Settlements
Verified
Journal Article
Closed access
NHNandini Halder
Nandini Halder
DKDeepak Kumar
Deepak Kumar
Vernacular architecture in India represents a profound synthesis of environmental adaptation, cultural expression, and community craftsmanship. Despite its ecological relevance and spatial intelligence, these traditional systems are increasingly marginalized in contemporary architectural practice. Existing research often isolates individual typologies or regions without offering a comparative, interdisciplinary lens. This study addresses this gap by critically examining the architectural, environmental, and socio-cultural dimensions of vernacular architecture across three ecologically diverse regions: Kutch in Gujarat, Ziro Valley in Arunachal Pradesh, and Shekhawati in Rajasthan. It identifies common design logics, assesses material performance, and evaluates community knowledge systems within these regional practices. The research employs a qualitative, case-based methodology, including field observations, semi-structured interviews with local artisans and residents, a spatial analysis of vernacular forms, and a literature synthesis. The findings reveal that vernacular architecture in all the three regions exhibits contextresponsive spatial planning, low-carbon material use, and social embeddedness. These systems integrate passive design techniques such as thermal massing, cross-ventilation, and shaded courtyards, while also serving as vessels of cultural identity and memory. The paper identifies key challenges which include policy neglect, erosion of traditional knowledge, and aspirational shifts toward industrial materials. It thus concludes that vernacular architecture offers a resilient, sustainable, and culturally rich alternative to dominant construction models. Therefore, it calls for strategic integration of vernacular knowledge into architectural education, policy frameworks, and design innovation. Future research should focus on developing adaptive hybrid models that bridge traditional wisdom with contemporary performance requirements.