71 results on '"Gaurav Pant"'
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2. Editorial: Environmental remediation strategies of new and emerging chemical contaminants
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Vishal Tripathi, Sheikh Adil Edrisi, Becky Nancy Aloo, Leonardo Fernandes Fraceto, Vaibhav Srivastava, and Gaurav Pant
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new and emerging pollutants ,environmental pollution ,bioremediation ,phytoremediation ,ecological risk ,Environmental technology. Sanitary engineering ,TD1-1066 - Published
- 2024
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3. Analysis of Selected Macro- and Microelement Components in the Indigenous Soybean Cultivars from Regions of the Western Himalaya in India
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Manu Pant, Tina Negi, Daisy Joseph, Arvind Singh Negi, Pankaj Nainwal, Himanshu Badoni, Arasu Raman, and Gaurav Pant
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soybean ,indigenous crop ,elemental composition ,agroforestry practices ,nutritional food ,Agriculture - Abstract
The need to focus on traditional crops for food security has been realized across the globe. ‘Bhat’ is an indigenous soybean variety from the Indian Himalayan Region that has been neglected in recent times due to changing agricultural choices. The present study was conducted on 52 indigenous soybean accessions collected from different villages of Uttarakhand, a hilly state in Northern India, to determine the concentrations of various macro- and microelements in the crop. The analysis used the HHXRF (handheld X-ray fluorescence) spectroscopic technique and atomic absorption spectroscopy (AAS). The findings reveal that the ‘bhat’ is an extremely nutrient-rich crop with calcium being the most significant macronutrient (highest concentration of 27,300 ppm), followed by phosphorus, potassium, and sulphur found in the bhat seeds. The study suggests that samples from Pauri Garhwal (Gwad Khirsu, Bironkhal, Sripur), Tehri (PratapNagar, Singoli), Chamoli (Paini, and Agastyamuni) villages were rich in all the major macronutrients. Among the micronutrients, silicon was found to be the most dominant with the highest concentration of 1920 ppm. This was followed by the dominance of iron, zinc, and manganese in descending order of abundance. Tipri, Chandola Rai Goonth, Chopdiun, and Paini villages were found to have the highest concentrations of microelements. The statistical data analysis confirms that seed samples from different regions are significantly similar in terms of nutrient concentrations, except for Si and Fe, thereby indicating that ‘bhat’ from any of the villages is equally good for consumption. However, seed samples from certain regions were found to be contaminated with heavy metals, indicating soil pollution, which demands attention towards current agricultural practices. The findings show that the crop is an exceptional source of essential and quasi-essential elements and should be promoted to benefit the hill populations.
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- 2024
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4. Challenges in Emerging Vaccines and Future Promising Candidates against SARS-CoV-2 Variants
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Tanmay Ghildiyal, Nishant Rai, Janhvi Mishra Rawat, Maargavi Singh, Jigisha Anand, Gaurav Pant, Gaurav Kumar, and Amrullah Shidiki
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Immunologic diseases. Allergy ,RC581-607 - Abstract
Since the COVID-19 outbreak, the severe acute respiratory syndrome coronavirus 2 (SARS-COV-2) virus has evolved into variants with varied infectivity. Vaccines developed against COVID-19 infection have boosted immunity, but there is still uncertainty on how long the immunity from natural infection or vaccination will last. The present study attempts to outline the present level of information about the contagiousness and spread of SARS-CoV-2 variants of interest and variants of concern (VOCs). The keywords like COVID-19 vaccine types, VOCs, universal vaccines, bivalent, and other relevant terms were searched in NCBI, Science Direct, and WHO databases to review the published literature. The review provides an integrative discussion on the current state of knowledge on the type of vaccines developed against SARS-CoV-2, the safety and efficacy of COVID-19 vaccines concerning the VOCs, and prospects of novel universal, chimeric, and bivalent mRNA vaccines efficacy to fend off existing variants and other emerging coronaviruses. Genomic variation can be quite significant, as seen by the notable differences in impact, transmission rate, morbidity, and death during several human coronavirus outbreaks. Therefore, understanding the amount and characteristics of coronavirus genetic diversity in historical and contemporary strains can help researchers get an edge over upcoming variants.
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- 2024
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5. Comparative assessment of artificial intelligence (AI)-based algorithms for detection of harmful bloom-forming algae: an eco-environmental approach toward sustainability
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Ashish Gaur, Gaurav Pant, and Anand Singh Jalal
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Harmful algal blooms (HABs) ,Convolution neural network (CNN) ,Cleaner technologies ,Convolution layers ,Deep learning models ,Water supply for domestic and industrial purposes ,TD201-500 - Abstract
Abstract Organic effluent enrichment in water may selectively promote algal growth, resulting in water pollution and posing a threat to the aquatic ecosystem. Recent harmful algal blooms (HABs) incidents have highlighted information gaps that still exist, as well as the heightened need for early detection technology developments. Although previous research has demonstrated the importance of deep learning in the identification of algal genera, it is still a challenge to identify or to develop the best-suited convolution neural network (CNN) model for effective monitoring of bloom-forming algae. In the present study, efficiency of deep learning models (MobileNet V-2, Visual Geometry Group-16 (VGG-16), AlexNet, and ResNeXt-50) have been evaluated for the classification of 15 bloom-forming algae. To obtain a high level of accuracy, different convolution layers with adaptive moment estimation (Adam), root-mean-square propagation (RMSprop) as optimizers with softmax and rectified linear unit (ReLU) as activation factors have been used. The classification accuracies of 40, 96, 98, and 99% have been achieved for MobileNet V-2, VGG-16, AlexNet, and ResNeXt-50 model, respectively. We believe that the ResNeXt-50 has the potential to identify algae in a variety of situations with high accuracy and in real time, regardless of the underlying hardware. Such studies pave the path for future AI-based cleaner technologies associated with phycological studies for a sustainable future.
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- 2023
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6. Phytoremediation: Low input-based ecological approach for sustainable environment
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Himshweta Singh and Gaurav Pant
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Anthropogenic activities ,Environmental contaminants ,Phytoremediation ,Sustainable future ,Water supply for domestic and industrial purposes ,TD201-500 - Abstract
Abstract In today's fast-paced society, environmental breakdown is an ecumenical concern. This dilemma is tangled up with the unaccountable anthropogenic activities that are causing significant public health issues. Because of the rapid pace of development, urban soil and water pollution is progressively acting as a sink for a variety of contaminants, including heavy metals, pesticides, petroleum waste, radioactive moieties, etc. Phytoremediation is a low-cost, high-efficient method of extracting or removing pollutants from the environment. Water is transpired by green plants in order to move nutrients from the soil to the site of photosynthesis. During this process, pollutants in the water are also taken up and sequestered, digested, or drained out. This technique has many benefits over conventional approaches which is aesthetically pleasing and has long-term applicability. Phytoremediation could be a viable option to decontaminate heavy metal-polluted sites, particularly when the biomass produced during the process could be economically utilized in the form of bioenergy. Depending on the method used and nature of the contaminant involved, phytoremediating areas where metals and other inorganic compounds exist may utilize one of several techniques as discussed in the present study which are phytodegradation, phytoextraction, phytostimulation, phytostabilization, phytofiltration, phytovolatalization, etc. Phytoremediation is an emerging technology that employs the natural, biological, chemical, or physical processes of plants to remove, detoxify, or immobilize environmental contaminants in a growth matrix. This approach is hence an innovative tool with a great potential to decontaminate soil and water. Phytoremediation is a promising technique for ensuring the sustainability of future generations and reducing pollution.
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- 2023
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7. Toxicity of Nanoscaled Zero-Valent Iron Particles on Tilapia, Oreochromis mossambicus
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Arivarasan Vishnu Kirthi, Gaurav Kumar, Gaurav Pant, Manu Pant, Kaizar Hossain, Akil Ahmad, and Mohammed B. Alshammari
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Chemistry ,QD1-999 - Published
- 2022
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8. Microplastic Pollution in Terrestrial Ecosystems and Its Interaction with Other Soil Pollutants: A Potential Threat to Soil Ecosystem Sustainability
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Meera Rai, Gaurav Pant, Kumud Pant, Becky N. Aloo, Gaurav Kumar, Harikesh Bahadur Singh, and Vishal Tripathi
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microplastics ,soil sustainability ,terrestrial ecosystems ,co-contamination ,heavy metals ,pesticides ,Science - Abstract
The production and disposal of plastics have become significant concerns for the sustainability of the planet. During the past 75 years, around 80% of plastic waste has either ended up in landfills or been released into the environment. Plastic debris released into the environment breaks down into smaller particles through fragmentation, weathering, and other disintegration processes, generating microplastics (plastic particles ≤ 5 mm in size). Although marine and aquatic ecosystems have been the primary focus of microplastic pollution research, a growing body of evidence suggests that terrestrial ecosystems are equally at risk. Microplastic contamination has been reported in various terrestrial environments from several sources such as plastics mulch, pharmaceuticals and cosmetics, tire abrasions (tire wear particles), textiles industries (microfibers), sewage sludge, and plastic dumping. Recent studies suggest that the soil has become a significant sink for pollutants released into terrestrial ecosystems and is often contaminated with a mixture of organic and inorganic pollutants. This has gradually caused adverse impacts on soil health and fertility by affecting soil pH, porosity, water-holding capacity, and soil microbial enzymatic activities. Microplastics can interact with the co-existing pollutants of the environments by adsorbing the contaminants onto their surfaces through various intermolecular forces, including electrostatic, hydrophobic, non-covalent, partition effects, van der Waals forces, and microporous filling mechanisms. This subsequently delays the degradation process of existing contaminants, thereby affecting the soil and various ecological activities of the ecosystem. Thus, the present article aims to elucidate the deleterious impact of microplastics and their interactions with other pollutants in the terrestrial ecosystem. This review also addresses the impact of microplastics in disrupting the soil sustainability of the planet.
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- 2023
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9. Plant-Microbe Interaction in Freshwater Ecosystem for Improving Water Quality
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Gagan, Matta, Gaurav, Pant, Dhingra, G. K., Avinash, Kumar, Anjali, Nayak, Pawan, Kumar, Soni, Ravindra, editor, Suyal, Deep Chandra, editor, Morales-Oyervides, Lourdes, editor, and Sungh Chauhan, Jaspal, editor
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- 2023
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10. Co-modelling Strategy for Development of Airpath Metamodel on Multi-physics Simulation Platform.
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Gaurav Pant, Felician Campean, Aleksandrs Korsunovs, Daniel Neagu, and Oscar García-Afonso
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- 2019
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11. ISSR marker assisted genetic diversity assessment in natural populations of two endemic orchids Aerides multiflora and Rhynchostylis retusa from Uttarakhand, India
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Ankita Lal, Manu Pant, Gaurav Pant, L.M.S. Palni, Anil Kumar, and Gaurav Kumar
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Plant Science - Published
- 2023
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12. Perspectives on Usage of Functional Nanomaterials in Antimicrobial Therapy for Antibiotic-Resistant Bacterial Infections
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Arun Karnwal, Gaurav Kumar, Gaurav Pant, Kaizar Hossain, Akil Ahmad, and Mohammed B. Alshammari
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General Chemical Engineering ,General Chemistry - Published
- 2023
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13. Pathview Web: user friendly pathway visualization and data integration.
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Weijun Luo, Gaurav Pant, Yeshvant K. Bhavnasi, Steven G. Blanchard, and Cory Brouwer
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- 2017
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14. Pollution complexity quantification using NPI and HPI of River Ganga system in Himalayan Region
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Gagan Matta, Avinash Kumar, Anjali Nayak, Pawan Kumar, and Gaurav Pant
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General Physics and Astronomy ,General Biochemistry, Genetics and Molecular Biology - Published
- 2022
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15. Assessment of potentially toxic elements in groundwater through interpolation, pollution indices, and chemometric techniques in Dehradun in Uttarakhand State
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Anjali Nayak, Gagan Matta, Devi Prasad Uniyal, Avinash Kumar, Pawan Kumar, and Gaurav Pant
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Health, Toxicology and Mutagenesis ,Environmental Chemistry ,General Medicine ,Pollution - Published
- 2023
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16. Synthesis of Pectin and Eggshell Biowaste-Mediated Nano-hydroxyapatite (nHAp), Their Physicochemical Characterizations, and Use as Antibacterial Material
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Priyanka Thakur, Vishnu Kirthi Arivarasan, Gaurav Kumar, Gaurav Pant, Rohit Kumar, Soumya Pandit, Manu Pant, Anjuvan Singh, and Piyush Kumar Gupta
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Bioengineering ,General Medicine ,Molecular Biology ,Applied Microbiology and Biotechnology ,Biochemistry ,Biotechnology - Published
- 2023
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17. Mesoscopic Station Controlled Advanced Reconnaissance Rover
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Kushagra Dev Vashisht, Gaurav Pant, Samarth Gupta, Md. Shahid, and Parthish Kumar Paul
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S.C.A.R.R or ‘Station Controlled Advance Reconnaissance Rover’ presents a modern approach for surveillance at desired areas, remote border locations, buffer zones, or strategic military deployment areas using a multifunctional robot based on the Arduino development board. The purpose of designing and constructing a surveillance robot is simple; it is to adapt to the advancements in technology in the field of modern warfare as well as to have a pragmatic and reliable solution to ever-increasing surveillance demands due to hostile activities. This robotic vehicle can potentially substitute human deployment in concerned areas to provide surveillance and perform desired tasks. The robotic vehicle works as a manually controlled vehicle through Dual Tone Multi-Frequency (DTMF) technology and is equipped with a Radio AV Night Vision camera which can work both day and night to provide real-time video feed. This robot can be used to detect the presence of the enemy in both friendly territory and buffer zones and capture through the camera to give live streaming to authorized personnel. Surveillance is major and active field role while working in the border area and for the same, there is a need for a robot for surveillance purposes. A smart surveillance robot for military and counter-threat applications is presented in this paper. A well-rounded approach to testing, of all the physical and technical factors, was considered and taken into action in the form of improving the rover.
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- 2023
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18. Chromium toxicity in the Yamuna river ecosystem at Brij region - Uttar Pradesh, India
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Jyoti Sharma, Gaurav Pant, Kaizar Hossain, Akil Ahmad, Md. Afroz Bakht, Alka Alka, Rashmi Tripathi, and Siti Hamidah Mohd Setapar
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- 2022
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19. Experimental investigation of emission characteristics of CI engine using biodiesel-diesel blends and best fuel selection: An AHP-TOPSIS approach
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K.S. Mehra, V. Goel, S. Singh, Gaurav Pant, and A.K. Singh
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General Medicine - Published
- 2023
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20. Fatigue behaviour analysis of EN8 steel subjected to various heat treatments created for shaft
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Alok Bihari Singh, Sanjay Singh, Govind Sharan Dangayach, Gaurav Pant, and Makkhan Lal Meena
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General Medicine - Published
- 2023
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21. Plant Response to Silicon Nanoparticles: Growth Performance and Defense Mechanisms
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null Tina, Vedanshi Pal, Kritika Chauhan, Kumud Pant, Gaurav Pant, and Manu Pant
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- 2023
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22. Contributors
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Priyanka Agarwal, Nasrin Aghamohammadi, Roma Agrahari, Sneh Ahluwalia, null Anshi, Ishrat Jahan Badruddin, Kanchan Bahukhandi, Rintu Banerjee, Asmaa Benettayeb, Uday Bhan, Ram Naresh Bharagava, Siddharth Mohan Bhasney, Muhammad Bilal, Akhilesh Bind, Navakanth Vijay Challagulla, Pravin Chandra, Yoseok Choi, Abhrajit Debroy, Swagata Dutta, Luiz Fernando R. Ferreira, Aishvarya Gautam, Nancy George, Lalit Goswami, Shivani Goswami, Chandra Bhanu Gupt, Medha Gupta, Nidhi Hans, Adam P. Harvey, Kanchan Heer, Dipak A. Jadhav, K. Jagadeesh Chandra Bose, Komal Jayaswal, Shristi Joshi, Hardeep Kaur, Sukhminderjit Kaur, Azmi Khan, Beom Soo Kim, Roop Kishor, Arvind Kumar, Brijesh Kumar, Jyoti Kumar, Naveen Kumar, Ranjit Kumar, Ravinsh Kumar, Anamika Kushwaha, Sneh Lata, Anushree Mishra, Mitali Mishra, Vidya P. Mohanan, Kshirabdhi Tanya Mohanty, Sikandar I. Mulla, Won-Gyun Oh, Preeti Pal, Renu Pandey, Gaurav Pant, Rajiv Chandra Rajak, null Rajlakshmi, Kaustubh Rakshit, Duraisamy Ramamoorthy, Radha Rani, Vartika Rohatgi, Vishal Kumar Sandhwar, Ganesh Dattatraya Saratale, Sarveshwaran Saravanabhupathy, Diksha Saxena, Mohsen Shahmohammadi, Shravya Shandilya, Saurav Sharma, Sonia Sharma, Knawang Chunjji Sherpa, Rishabh Shukla, Shraddha Shukla, Anju Singh, Pratika Singh, Suchi Singh, Amrita Srivastava, Sundarapandiyan Sundaramoorthy, Seema Talukdar, Sumit Tripathi, Neha Upadhyay, Hari Shankar Vishwakarma, Mohini Yadav, Dong Zhang, and Fatima Zohra
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- 2023
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23. Contributors
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Yakubu Abdulhadi, null Akshada, Sérgio Luiz Alves, Abdul Hakeem Anwer, Shailendra Kumar Arya, Ritu Bala, Surojit Bera, Srishti Bhandari, Charline Bonatto, Aline Frumi Camargo, Kundan Kumar Chaubey, Sharanya Chaudhuri, Devanshi Darji, Débora de Oliveira, S. Deena, Inderpal Devgon, Gayathiri Ekambaram, Selvarajan Ethiraj, Gislaine Fongaro, Ishani Gajjar, Adil Shafi Ganie, Vinita Gaur, Shristy Gautam, Liliana Giraldo, Dweipayan Goswami, Umesh Goutam, Amit Gupta, W. Jabez Osborne, D. Jenila Rani, Shiny Punalur John, Arun Karnwal, Kamaldeep Kaur, Palwinder Kaur, Simranjeet Kaur, Minhaj Ahmad Khan, Mohammad Zain Khan, Nishat Khan, null Khushboo, Arivarasan Vishnu Kirthi, Sarvjeet Kukreja, Gaurav Kumar, Mukesh Kumar, Vijay Kumar, Elumalai Kuppusamy, Mahendrakumar Mani, Anis Mirza, Urvashi Mittal, Juan Carlos Moreno-Piraján, Rinkal Mulani, Gaurav Pant, Rakesh Pant, Aarshvi Patel, Pritam Bajirao Patil, Nirmal Patrick, Jignesh Prajapati, Mohammed M. Rahman, Aida Mireya Ramírez-Arias, Kruti Rathod, Rohan Samir Kumar Sachan, Jastin Samuel, Angana Sarkar, Debapriya Sarkar, Thamarys Scapini, Vikas Sharma, Baljeet Singh, Gursharn Singh, Jatinder Singh, Namita Singh, Neha Thakur, S. Thanigaivel, Helen Treichel, Jeevanandam Vaishnavi, Ashish Vyas, and Manish Vyas
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- 2023
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24. Recent advancements in treatment technologies for lignocellulosic fermentation of water hyacinth
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Renu Pandey, Preeti Pal, Dong Zhang, Gaurav Pant, Adam P. Harvey, Anamika Kushwaha, and Shivani Goswami
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- 2023
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25. Second-generation biofuels: Facts and future
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Rakesh Pant, Amit Gupta, Gaurav Pant, Kundan Kumar Chaubey, Gaurav Kumar, and Nirmal Patrick
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- 2023
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26. Validation of a multi-physics simulation platform for engine emissions modelling
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Aleksandrs Korsunovs, Oscar Garcia-Afonso, Felician Campean, Gaurav Pant, and Efe Tunc
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Mechanical Engineering ,Automotive Engineering ,Aerospace Engineering ,Ocean Engineering - Abstract
This paper introduces a comprehensive and systematic Design of Experiments based methodology deployed in conjunction with a multi-physics engine air-path and combustion co-simulation, leading to the development of a global transient simulation capability for engine out NOx emissions. The proposed multi-physics engine simulation framework couples a real-time one-dimensional air flow model with a Probability Density Function based Stochastic Reactor Model that accounts for detailed in-cylinder combustion chemistry to predict combustion emissions. The integration challenge stemming from the different computation complexities and time scales required to ensure adequate fidelity levels across multi-physics simulations was addressed through a comprehensive Design of Experiments methodology to develop a reduction of the slower Stochastic Reactor Model simulation to enable a transient simulation focussed on NOx emissions. The Design of Experiments methodology, based on Optimal Latin Hypercube design experiments, was deployed on the multi-physics engine co-simulation platform and systematically validated against both steady state and transient light-duty Diesel engine test data. The surrogate selection process included the evaluation of a range of metamodels, with Kriging metamodels selected based on both the statistical performance criteria and consideration of physical phenomena trends. The transient validation was carried out on a simulated New European Drive Cycle against the experimental data available, showing good capability to capture transient NOx emission behaviour in terms of trends and values. The significance of the results is that it proves the transient and drive cycle capability of the multi-physics simulation platform, suggesting a promising potential applicability for early powertrain development work focussed on drive cycle emissions.
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- 2021
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27. Bioactive Building Blocks and Potential Pharmacological Perspectives of Green Coffee: A Review
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Gaurav Pant and Namrata Kundu
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food and beverages - Abstract
Coffee is known to be one of the popular beverages today on the globe. Due to its easy availability and preparation, it is consumed by the population of almost all countries. This wonder crop was discovered in the 6th century in Ethiopia. Since then, people have also used various brewing methods to extract hundreds of the bioactive compounds present in these aromatic seeds. No doubt, excessive consumption of the same can be harmful too. As a functional food, coffee is known to have multiple health benefits. Coffee beans contain vitamins, minerals, caffeine, chlorogenic acid, and various other biologically active ingredients. This review briefly describes the major biologically active compounds present in these seeds – caffeine, trigonelline, diterpenes, and chlorogenic acid (CGA). It also aims to describe various bioactive activities such as antioxidant, antiproliferative, antibacterial, antiviral, etc., against variable hallmarks. Thus, explaining different pharmacological effects for the welfare of the human population.
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- 2021
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28. A study on chromium accumulation in Labeo rohita in the river Yamuna ecosystem in Mathura-Agra region in Uttar Pradesh, India
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Rashmi Tripathi, Gaurav Pant, Jyoti Sharma, and Alka Singh
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Gill ,Veterinary medicine ,General Immunology and Microbiology ,biology ,chemistry.chemical_element ,Bioconcentration ,biology.organism_classification ,General Biochemistry, Genetics and Molecular Biology ,law.invention ,Labeo ,Chromium ,chemistry ,law ,Agra ,Chromium toxicity ,General Agricultural and Biological Sciences ,Uttar pradesh ,Atomic absorption spectroscopy ,General Environmental Science - Abstract
The present study revealed the chromium toxicity and its health measures in L. rohita from the Yamuna river at Mathura- Agra region. Samples were taken in triplicate from both sites i.e. Vrindavan (Bihar ghat) and Agra (Renuka Ghat). The study was carried out on Four different organs (i.e. gills, muscles, liver, and kidney) of the fish sample. The sampling was done from Oct 2018 to January 2020. Chromium concentration in different organs of the fish was analyzed by Atomic absorption spectrophotometer(AAS). The average Cr concentration in gills was highest (9.64 mg/l) at the Mathura site followed byAgra sites (7.78 mg/l) for the month of April 2019. The concentration of Cr was highest in samples taken in the month of April 2019 and it was lowest in October 2018. The significantly high Cr concentration values were observed in the Mathura region than the Agra region for both seasons. In all samples, Cr concentration was above the standards stated by WHO except in the Kidney. In the present study, the bioaccumulation factor showed the chromium concentration in the tissues followed the order of gill > liver > muscle > kidney. HPI, MQI, and Pearson’s correlation coefficient analysis were also done in which HPI was observed very high and there was a positive correlation between all the samples. Keywords: Chromium, BCF, HPI, MQI, AAS, Fish Organs
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- 2021
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29. Air quality assessment among populous sites of major metropolitan cities in India during COVID-19 pandemic confinement
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Gaurav Pant, null Alka, Deviram Garlapati, Ashish Gaur, Kaizar Hossain, Shoor Vir Singh, and Ashish Kumar Gupta
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Pollution ,Ozone ,Health, Toxicology and Mutagenesis ,media_common.quotation_subject ,Nitrogen Dioxide ,Pneumonia, Viral ,Air pollution ,India ,010501 environmental sciences ,medicine.disease_cause ,01 natural sciences ,Toxicology ,Betacoronavirus ,chemistry.chemical_compound ,Welch’s t test analysis ,Air Pollution ,medicine ,Humans ,Sulfur Dioxide ,Environmental Chemistry ,Nitrogen dioxide ,Cities ,Pearson correlation analysis ,Pandemics ,Air quality index ,0105 earth and related environmental sciences ,media_common ,Pollutant ,Air Pollutants ,SARS-CoV-2 ,COVID-19 ,General Medicine ,Particulates ,COVID-19 pandemic confinement ,Metropolitan area ,chemistry ,Short Research and Discussion Article ,Environmental science ,Particulate Matter ,Coronavirus Infections - Abstract
The present study aims to determine the impact of COVID-19 pandemic confinement on air quality among populous sites of four major metropolitan cities in India (Delhi, Mumbai, Kolkata, and Chennai) from January 1, 2020 to May 31, 2020 by analyzing particulate matter (PM2.5 and PM10), nitrogen dioxide (NO2), ammonia (NH3), sulfur dioxide (SO2), carbon monoxide (CO), and ozone levels. The most prominent pollutant concerning air quality index (AQI) was determined by Pearson's correlation analysis and unpaired Welch's two-sample t test was carried out to measure the statistically significant reduction in average AQI for all the four sites. AQI significantly plummeted by 44%, 59%, 59%, and 6% in ITO-Delhi, Worli-Mumbai, Jadavpur-Kolkata, and Manali Village-Chennai respectively. The findings conclude a significant improvement in air quality with respect to reduction of 49-73%, 17-63%, 30-74%, and 15-58% in the mean concentration of PM2.5, PM10, NH3, and SO2 respectively during the confinement for the studied locations. The p values for all of the four studied locations were found significantly less than the 5% level of significance for Welch's t test analysis. In addition, reduced AQI values were highly correlated with prominent pollutants (PM2.5 and PM10) during Pearson's correlation analysis. These positive results due to pandemic imprisonment might aid to alter the current policies and strategies of pollution control for a safe and sustainable environment. Graphical abstract.
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- 2020
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30. BIO-SAFETY OF MILK PRODUCTS AND Mycobacterium avium SUBSPECIES paratuberculosis AS MAJOR MICROBIAL CONTAMINANT USING MULTIPLE TESTS INCLUDING CULTURE AND SYBR GREEN REAL-TIME ASSAY
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Vishal Khandelwa, Shoor Vir Singh, Saurabh Gupta, Manju Singh, Jagdip Singh Sohal, Pravin Kumar Singh, Gaurav Pant, Pradeep Kumar Choudhary, and Kundan Kumar Chaubey
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General Veterinary ,biology ,Milk products ,General Agricultural and Biological Sciences ,biology.organism_classification ,Mycobacterium avium subspecies paratuberculosis ,General Biochemistry, Genetics and Molecular Biology ,Microbiology - Published
- 2020
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31. Analysis of properties of polymer nanocomposites on the basis of nature of interphase property variation
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Gaurav Pant
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010302 applied physics ,Polypropylene ,chemistry.chemical_classification ,Materials science ,Polymer nanocomposite ,Young's modulus ,02 engineering and technology ,Polymer ,021001 nanoscience & nanotechnology ,01 natural sciences ,Poisson's ratio ,chemistry.chemical_compound ,symbols.namesake ,chemistry ,0103 physical sciences ,Nano ,Representative elementary volume ,symbols ,Interphase ,Composite material ,0210 nano-technology - Abstract
The effect of adding a nano inclusion (Alumina) to polymer matrix (polypropylene) has been analyzed after making a numerical model. On addition, interphase formation in between the inclusion and the polymer matrix occurs. The properties vary in this layered interphase. A solid model of the Representative Volume Element (RVE) of polymer nanocomposite was prepared and calculations were done based on types of variations and these properties were entered into the solid model and mesh model was prepared. On imposing various boundary conditions and taking displacement under small strain case, solutions were done. On comparing these obtained results with the reference values, huge improvement in the mechanical properties like Young Modulus and Poisson ratio was observed.
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- 2020
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32. Cooling rate characteristics of vanadium based micro alloyed steel
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Gaurav Pant, Ashutosh Pratap Singh, and Harish Kumar Sharma
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010302 applied physics ,Work (thermodynamics) ,Toughness ,Materials science ,Metallurgy ,Alloy steel ,Niobium ,Vanadium ,chemistry.chemical_element ,02 engineering and technology ,engineering.material ,021001 nanoscience & nanotechnology ,Microstructure ,01 natural sciences ,Cooling rate ,chemistry ,0103 physical sciences ,engineering ,0210 nano-technology ,Titanium - Abstract
This work is based on the effect of various alloying elements with varying cooling rate on the properties of steel. Micro alloying specifically signifies the addition of a considerably low amount of the alloying element. Various micro alloying elements like Vanadium, Niobium, Titanium etc. are having different sets of influences on the behavior of steel. It has been significantly studied prior to this work. Different set of cooling rates are having different influences on the microstructure and properties of micro alloy steel. Various observed microstructure and their studies are shown in this work. Also during alloying, a consideration is to be taken to maintain a balance between toughness and hardness from application viewpoint.
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- 2020
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33. Morphology-based Identification and Classification of Harmful Bloom Forming Algae through Inception V3 Convolution Neural Network
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Ashish Gaur, Gaurav Pant, and Anand Singh Jalal
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- 2021
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34. Mechanical behaviour of vanadium microalloyed steel under control environment compression
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Gaurav Pant and Ashutosh Pratap Singh
- Subjects
010302 applied physics ,High-strength low-alloy steel ,Acicular ,Materials science ,Alloy steel ,Alloy ,Metallurgy ,Vanadium ,chemistry.chemical_element ,02 engineering and technology ,engineering.material ,021001 nanoscience & nanotechnology ,01 natural sciences ,chemistry ,0103 physical sciences ,Ultimate tensile strength ,engineering ,Microalloyed steel ,0210 nano-technology ,Tensile testing - Abstract
Microalloyed vanadium steels are high strength low alloy steel. Although by precise addition of nitrogen in the alloy extract the vanadium from the solid solution and can form vanadium based carbonitrides. In current work prechosen composition of Vanadium-Nitrogen based micro alloy steel was austenitized at 1000 °C. A set of experimental steels are subjected to hot compression using Thermo-Mechanical Simulator (Gleeble 3800®) at 800 °C under the control environment and then cooled to room temperature within the simulator, at a cooling rate of 80 °C/s. Microstructural characterization was done using optical and Scanning microscope. Mechanical testing are done using Instron 1186 testing machine. The characterization study reveals the acicular type of transformation product. That indicates the formation of precipitate of vanadium carbonitrides (V(C,N)). The tensile test result of austenitized sample shows increased ultimate tensile strength due to strain induced precipitate.
- Published
- 2020
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35. Evaluation of zero-dimensional stochastic reactor modelling for a Diesel engine application
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Efe Tunc, Aleksandrs Korsunovs, Óscar García-Afonso, Felician Campean, and Gaurav Pant
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Imagination ,Chemical substance ,ComputingMethodologies_SIMULATIONANDMODELING ,020209 energy ,Mechanical Engineering ,media_common.quotation_subject ,Process (computing) ,Aerospace Engineering ,Ocean Engineering ,02 engineering and technology ,Combustion ,Diesel engine ,Automotive engineering ,Search engine ,020303 mechanical engineering & transports ,High fidelity ,0203 mechanical engineering ,Automotive Engineering ,0202 electrical engineering, electronic engineering, information engineering ,Environmental science ,NOx ,media_common - Abstract
Prediction of engine-out emissions with high fidelity from in-cylinder combustion simulations is still a significant challenge early in the engine development process. This article contributes to this fast evolving body of knowledge by focusing on the evaluation of NO x emission prediction capability of a probability density function–based stochastic reactor engine models for a Diesel engine. The research implements a systematic approach to the study of the stochastic reactor engine model performance, underpinned by a detailed space-filling design of experiments (DoE)-based sensitivity analysis of both external and internal parameters, evaluating their effects on the accuracy in matching physical measurements of both in-cylinder conditions and NO x output. The approach proposed in this article introduces an automatic stochastic reactor engine model calibration methodology across the engine operating envelope, based on a multi-objective optimization approach. This aims to exploit opportunities for internal stochastic reactor engine model parameters tuning to achieve good overall modelling performance as a trade-off between physical in-cylinder measurements accuracy and the output NO x emission predictions error. The results from the case study provide a valuable insight into the effectiveness of the stochastic reactor engine model, showing good capability for NO x emissions prediction and trends, while pointing out the critical sensitivity to the external input parameters and modelling conditions.
- Published
- 2019
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36. Enhancement of biosorption capacity of cyanobacterial strain to remediate heavy metals
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Kaizar Hossain, Norli Ismail, Alka Singh, Mitali Panchpuri, Syed Zaghum Abbas, Gaurav Pant, Mohd Rafatullah, Akil Ahmad, and Ravi Gyana Prasuna
- Subjects
Strain (chemistry) ,Chemistry ,Environmental chemistry ,Biosorption ,Heavy metals - Published
- 2019
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37. Computer-aided cyanobacterial harmful algae blooms (CyanoHABs) studies based on fused artificial intelligence (AI) models
- Author
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Ashish Gaur, Gaurav Pant, and Anand Singh Jalal
- Subjects
Agronomy and Crop Science - Published
- 2022
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38. Hybrid Dynamic Modelling of Engine Emissions on Multi-Physics Simulation Platform
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Gaurav Pant, Felician Campean, Óscar García-Afonso, Daniel Neagu, and Aleksandrs Korsunovs
- Subjects
business.industry ,Computer science ,General Medicine ,Dynamical simulation ,Aerospace engineering ,Dynamic modelling ,business - Published
- 2021
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39. Finite Element Modeling and Parametric Investigation of Friction Stir Welding (FSW)
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S. Kandwal, A. K. Singh, S. Kaushik, Gaurav Pant, and K. S. Mehra
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Work (thermodynamics) ,Materials science ,Mechanical engineering ,chemistry.chemical_element ,Rotational speed ,Welding ,Finite element method ,law.invention ,chemistry ,law ,Aluminium ,visual_art ,Aluminium alloy ,visual_art.visual_art_medium ,Friction stir welding ,Material properties - Abstract
Difficulty in welding of Aluminium alloy through conventional technique and requirement of light weight welded structure for the aerospace, marine and industry application led to the development of novel welding technique i.e., Friction Stir welding. Friction stir enabled additive manufacturing proved to be a solution to repair aluminium alloys used for aerospace and defence industries. In the present work, FEM model is established for the Friction stir welding analysis and results are confirmed with the experimental study. Arbitrary Eulerian Lagrangian(ALE) approach is used for the computational system to avoid large distortions in mesh around the tool. Three-dimensional nonlinear thermal numerical simulations are performed using Altair Hyper Weld Friction Stir Welding (FSW) tool for the joint of AA6061 (aluminium alloy) material plates. Thermal solutions are considered for the Welding process simulation. Furthermore, influence of various process parameters on welding of AA6061 aluminium alloys is investigated to enhance the material properties. Translation, and rotational spindle speed are the process variables considered for the study. Analysis conclude that temperature in the FSW process is symmetrically distributed along the welding line. Increase in Rotational Speed increases the Peak temperature whereas, increase in Translation speed results slight decrease in Peak Temperature. The numerical simulations obtained and validated are proposed to illustrate the accuracy of the presented methodology and its potential to study real Friction Stir welding processes. Altair’s Hyper Weld Friction Stir Welding module proved to be potential tools for the analysis of friction stir welded joints.
- Published
- 2021
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40. Biochar: A Carbon Negative Technology for Combating Climate Change
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Gaurav Pant, Dalip K Mansotra, P. C. Joshi, Shivalika Sharma, and Meera Goswami
- Subjects
Sustainable development ,Intensive farming ,Environmental protection ,Greenhouse gas ,Biochar ,Sustainability ,Biomass ,Environmental science ,Carbon sequestration ,Negative carbon dioxide emission - Abstract
Increased uses of resources with less use of manpower are linked with growth in manufacturing of different commodities and also with industrial farming. The model of linear economy, which is based on the manufacturing of goods and services, tells that energy with different commodities production always leads to generation of waste. However, circular economy approach has been recently replaced the linear economy approach, because of its sustainable development approach. It promotes the sustainable use of resources rather than wasting the resources. This approach is based on the ‘close to nature’ model, in which the main motive is to minimize the waste, and also this waste should be reused and recycled. On this circular economy approach, an idea of circular bioregions has been derived in the Lodz declaration held in Poland. This declaration gives an idea of bioregions, a sustainable renewable energy system including biorefineries and distributed prosumer energy for reducing carbon dioxide (CO2) emissions (Lodz Declaration of Bioregions 2016). Numerous problems associated with underdeveloped nations and more importantly in industrially advanced nations are declining water quality, overproduction of waste or overuse of artificial fertilizers in the agricultural practices, so that CB concept and sustainable economic development become most significant in these places (Jezierska-Thole et al. 2016). The global atmospheric CO2 concentration is exceeding due to growing overexploitation of natural resources in terms of burning of non-renewable fuel sources, industrial development and temporal changes in land use and land cover (LULC) (Raupauch et al. 2007; Giri et al. 2018; Giri and Pant 2019a). The negative effects of human induced variation in climate will be changed in the seasonal weather pattern and increased in sea water level (Solomon et al. 2009). So the above-mentioned concept of circular bioregions is closely associated with production of Biochar and its various applications with the aim to mitigate the impact of climate change by reducing the CO2− emissions. The complete decomposition of biomass brought about by high temperatures in the oxygen absence (pyrolysis) for producing carbon-rich concrete material is called Biochar (Antal and Gronli 2003). Biomasses used in this process are organic wastes, agricultural wastes, livestock dung, etc (Lehman et al. 2003). The improvement in soil quality, enhancement in agricultural sustainability concomitant and also reducing GHG emissions can be done through prompting Biochar application in farming practices. Biochar applications become popular recently because of its potential of carbon sequestration, betterment of physical condition of soil, reducing soil compaction, increasing nutrient uptake from soil and help in reducing NO2 emissions (Lehmann et al. 2005; Lehmann 2007). The broad difference in ambient production of carbon and carbon consumption of other compartments’ is attributed to the increasing concentration of atmospheric CO2 (9.5 Pg carbon per annum) (Peters et al. 2013; Giri and Pant 2019b). Therefore, it is important to create a substitute for the permanent accumulation of carbon which can be preserved for a longer period in the atmosphere. In order to draw out carbon present in the atmosphere and manufacturing of eco-friendly materials, biochar industrial manufacturing recently became a major part of the manufacturing plan for clean bio-energy. In the pyrolysis process of biomass, 50–80% of biomass is transformed into fuel compounds and/or fumes which can be used for bio-energy manufacturing. The biochar is the solid by-product converted from remaining 20–50% of the biomass that retains some remaining unprocessed material properties, and it has necessarily the composition of coal-type substances and polycondensed aromatic crystallites with scattered void space and ash (Dutta 2014).
- Published
- 2021
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41. Biological approaches practised using genetically engineered microbes for a sustainable environment: A review
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Deviram Garlapati, Urvashi Agrawal, Arivalagan Pugazhendhi, Thangavel Mathimani, R. Gyana Prasuna, and Gaurav Pant
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Environmental Engineering ,Environmental remediation ,Health, Toxicology and Mutagenesis ,0211 other engineering and technologies ,Environmental pollution ,02 engineering and technology ,010501 environmental sciences ,01 natural sciences ,Bioremediation ,Environmental Chemistry ,Waste Management and Disposal ,0105 earth and related environmental sciences ,021110 strategic, defence & security studies ,Bacteria ,Genetically engineered ,Heavy metals ,Pollution ,Genetically modified organism ,Sustainable environment ,Biodegradation, Environmental ,Oil spill ,Environmental science ,Environmental Pollutants ,Biochemical engineering ,Genetic Engineering ,Biotechnology - Abstract
Conventional methods used to remediate toxic substances from the environment have failed drastically, and thereby, advancement in newer remediation techniques can be one of the ways to improve the quality of bioremediation. The increased environmental pollution led to the exploration of microorganisms and construction of genetically engineered microbes (GEMs) for pollution abatement through bioremediation. The present review deals with the successful bioremediation techniques and approaches practised using genetically modified or engineered microbes. In the present scenario, physical and chemical strategies have been practised for the remediation of domestic and industrial wastes but these techniques are expensive and toxic to the environment. Involving engineered microbes can provide a much safer and cost effective strategy in comparison with the other techniques. With the aid of biotechnology and genetic engineering, GEMs are designed by transforming microbes with a more potent protein to overexpress the desired character. GEMs such as bacteria, fungi and algae have been used to degrade oil spills, camphor, hexane, naphthalene, toluene, octane, xylene, halobenzoates, trichloroethylene etc. These engineered microbes are more potent than the natural strains and have higher degradative capacities with quick adaptation for various pollutants as substrates or cometabolize. The road ahead for the implementation of genetic engineering to produce such organisms for the welfare of the environment and finally, public health is indeed long and worthwhile.
- Published
- 2020
42. Nanotechnology: A Boost for the Urgently Needed Second Green Revolution in Indian Agriculture
- Author
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Maruthi Avasn, Gaurav Pant, Norli Ismail, Akil Ahmad, Mohd Rafatullah, Syed Zaghum Abbas, and Kaizar Hossain
- Subjects
Nutrient loss ,Agrarian society ,After effect ,Agriculture ,business.industry ,Nanotechnology ,Second Green Revolution ,Business ,Agricultural productivity ,Industrial Revolution ,Green Revolution - Abstract
Nanotechnology has been proclaimed as an industrial revolution. Early spurt in agrarian development rate as an after effect of the ‘First Green Revolution’ has resulted sprung the rate in agricultural growth. However, it is now experiencing a slowdown. Demands have been rising for enhancing agricultural productivity through several measures and nanotechnology is one of them. Application of nanotechnology in agriculture has been a key interest of public and researchers especially over the last decades. Potential of nanotechnology in bringing changes in agricultural industry is promising. Invention of nanotech-based tools and equipment has the aim of increasing agricultural efficiency as well as to overcome challenges faced. Nanomaterial application may be the key element to nutrient optimizing management that will reduce nutrient loss in fertilization, as well as reduction in plant protection products application. The present chapter discusses the overview of possible nanotechnology field applications in food and agricultural industries, as well as assessing its pros and cons.
- Published
- 2020
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43. Evaluation of field pea germplasm against rust disease caused by Uromyces viciae fabae De Bary in glass house and field conditions
- Author
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Gaurav Pant, Deepak Singh, Santosh Kumar, Ajoy Kumar Singh, Ashish Gupta, and Anil Kumar Singh
- Subjects
0106 biological sciences ,Germplasm ,biology ,Apparent infection rate ,04 agricultural and veterinary sciences ,Plant Science ,biology.organism_classification ,01 natural sciences ,Rust ,Field pea ,Horticulture ,040103 agronomy & agriculture ,0401 agriculture, forestry, and fisheries ,Uromyces viciae-fabae ,010606 plant biology & botany ,Field conditions - Abstract
Seventy three germplasm of field pea were tested under glasshouse and field condition against rust disease caused by Uromyces viciae fabae (Pers.) de Bary. Among screened germplasms, 30 susceptible, 40 highly susceptible and 3 belonged to moderately resistance group. The susceptible germplasm showed leaf area with symptoms (LAS) ranged from 30 to 65% with area under disease progressive curve (AUDPC) values from 77.5 to 1290 and apparent infection rate from 0.0134 to 0.1698 and highly susceptible germplasm showed LAS ranged from 60 to 95% with AUDPC values ranged from 1075 to 2179. Apparent infection rate ranged from 0.0616 to 0.6950 while moderately resistance germplasm showed LAS ranged from 20 to 24% with AUDPC values ranged from 350 to 438 and apparent infection rate ranged from 0.1180 to 0.1198 in field as well as glasshouse conditions. The moderate resistance germplasm JPF 99025, KPMR 615 and KPMR 551showed lowest LAS, AUDPC value and apparent infection rate, hence, these germplasms could be used in breeding programme.
- Published
- 2018
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44. Neuroticism Behaviour between Individual Game Players and Team Game Players- A Comparative Analysis
- Author
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Chiranjib Sarkar and Gaurav Pant
- Subjects
Non-cooperative game ,Team game ,Psychology ,Neuroticism ,Social psychology - Published
- 2017
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45. Survey of Job Satisfaction and Bipolar Disorder among Fitness Instructors of Pune City
- Author
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Moirangthem Hennary Devi and Gaurav Pant
- Subjects
medicine.medical_specialty ,business.industry ,05 social sciences ,medicine.disease ,050105 experimental psychology ,03 medical and health sciences ,0302 clinical medicine ,medicine ,0501 psychology and cognitive sciences ,Job satisfaction ,030212 general & internal medicine ,Bipolar disorder ,Psychiatry ,business ,Clinical psychology - Published
- 2017
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46. Pathview Web: user friendly pathway visualization and data integration
- Author
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Steven G. Blanchard, Weijun Luo, Cory Brouwer, Yeshvant K. Bhavnasi, and Gaurav Pant
- Subjects
0301 basic medicine ,Web server ,Gene Expression ,Biology ,computer.software_genre ,World Wide Web ,User-Computer Interface ,03 medical and health sciences ,0302 clinical medicine ,Computer Graphics ,Genetics ,Metabolomics ,Internet ,User Friendly ,business.industry ,Visualization ,030104 developmental biology ,Workflow ,030220 oncology & carcinogenesis ,Web Server Issue ,The Internet ,Web service ,User interface ,business ,computer ,Software ,Data integration - Abstract
Pathway analysis is widely used in omics studies. Pathway-based data integration and visualization is a critical component of the analysis. To address this need, we recently developed a novel R package called Pathview. Pathview maps, integrates and renders a large variety of biological data onto molecular pathway graphs. Here we developed the Pathview Web server, as to make pathway visualization and data integration accessible to all scientists, including those without the special computing skills or resources. Pathview Web features an intuitive graphical web interface and a user centered design. The server not only expands the core functions of Pathview, but also provides many useful features not available in the offline R package. Importantly, the server presents a comprehensive workflow for both regular and integrated pathway analysis of multiple omics data. In addition, the server also provides a RESTful API for programmatic access and conveniently integration in third-party software or workflows. Pathview Web is openly and freely accessible at https://pathview.uncc.edu/.
- Published
- 2017
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47. Microstructure and Mechanical behaviour of Stainless Steel
- Author
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Pankaj Sonia, Harish Kumar Sharma, and Gaurav Pant
- Subjects
Materials science ,Metallurgy ,Microstructure - Abstract
The progression of pipeline industry require good standard for corrosion resistivity in steel. It will lead a huge concern for endless steel manufacturers. The mechanical properties of stainless steel can be astoundingly improved through sensible alloying component, for example, V, Nb and Cr and legitimate planning of thermo-mechanical handling with boundaries that refine and homogenize the microstructure. After complete the way toward moving, control of cooling rate is basic to shape the vital stages in the last microstructure. Present assessment intends to think about the effect of cooling rate and thermo-mechanical dealing with boundaries on the microstructure and mechanical properties of stainless steel. The study is done on optical, SEM and Transmission electron microscopy (TEM). The investigation shows that improvement in grain refinement and precipitation thickness scattering.
- Published
- 2021
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48. An Insight to the Interphase in Polymer Nanocomposites
- Author
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Gaurav Pant and Kuber Singh Mehra
- Subjects
Materials science ,Polymer nanocomposite ,Chemical engineering ,Interphase - Abstract
Nanocomposites has floated in the market as the best in class material related to many sectors of manufacturing. Base material is embedded with nanoparticles to form nanocomposites. Afterwards, layered formation known as interphase starts to take place. It is the link (interface) between the base material (polymer) and the nanoparticle. Up till now, the problem of finding the material properties in this interphase has become a challenge for researchers and scientists. This piece of work corresponds to analyzing the possible types of variations in properties within interphase. Some power law may govern the distribution of material properties in nanocomposites and unit cell of same may be investigated. For getting the values of final properties of polymer nanocomposites, ideation of variation in the interphase area is quite essential. The huge improvement in the material properties in nanocomposites is observed just because of the zone of interphase. As it is a very difficult area, as far as its property analysis is concerned, So extensive literature survey is required for proceeding ahead. Nanocomposites have nowadays also coined in the form of novel materials for various processes like additive manufacturing.
- Published
- 2021
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49. Investigation of the use of micro-alloy and As-Cast Microalloy steel in Automotive application
- Author
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Pankaj Sonia, Gaurav Pant, and Harish Kumar Sharma
- Subjects
Materials science ,business.industry ,Alloy ,Metallurgy ,engineering ,Automotive industry ,engineering.material ,business - Abstract
Vehicle industry assume unequivocal role in the financial development of the nation. The significant test before car industry is to deliver light weight parts without diminishing strength parts, for example, connecting rod and driveline segment, this can be accomplished by utilizing high strength low alloy steel. In all metal forming process forged parts posses high yield strength due to the favored direction of grains. Accordingly present exploration work zeroed in on Micro basic and Mechanical Behavior of As-Cast and Hot Forged Microalloy Steel. Impact of thermo-mechanical handling and cooling rate is additionally considered. Characteristic evaluation investigation of As-projected steel and hot fashioned steel is contemplated utilizing optical and SEM technique. Tensile testing performed on Instron testing machine. It is observed that due to the thermomechanical handling of steel there is development of strain instigated precipitate that advantage as far as effect strength and toughness of steel.
- Published
- 2021
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50. Morphology-based identification and classification of Pediastrum through AlexNet Convolution Neural Network
- Author
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Ashish Gaur, D. P. Yadav, and Gaurav Pant
- Subjects
biology ,business.industry ,Environmental science ,Identification (biology) ,Morphology (biology) ,Pattern recognition ,Artificial intelligence ,Pediastrum ,biology.organism_classification ,business ,Convolutional neural network - Abstract
In general solutions and outcomes to an issue in image processing, a ton of trail and examination with an enormous assortment of test photographs is incorporated. Pediastrum, which comprises of pigments like carotene, xanthophyll, chlorophylls, and other nourishing elements like complex sugars, major and minor minerals, and protein, enzymes, fiber, is a minute coccal shaped colony forming green algae. In this research, an attempt was made to solve the problem of identifying and classifying different species of Pediastrum with the aid of CNN based deep learning model. The informational collection comprising of 12,000 algal pictures was being utilized by, AlexNet CNN (Convolution Neural Network) model for the training and validating purposes. The features like the presence of sporopollenin in the cell wall, the structures and the functions of the cells, and the structural properties of coenobia make the basis for automated classification by AlexNet deep learning model. The efficacy of the proposed approach is demonstrated by an experimental outcome of 99.54 percent classification accuracy with precision and Fl-score more than 0.98.
- Published
- 2021
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