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Prashant Kumar

Bio: Prashant Kumar is an academic researcher from University of Surrey. The author has contributed to research in topics: Air quality index & Medicine. The author has an hindex of 54, co-authored 363 publications receiving 11561 citations. Previous affiliations of Prashant Kumar include Southeast University & Dr. B. R. Ambedkar National Institute of Technology Jalandhar.


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TL;DR: In this paper, the authors explored the relationship between commuting times, job accessibility, and commuting satisfaction based on a large-scale survey applied in the Greater London Area (GLA), the municipality of Sao Paulo (MSP), and the Dutch Randstad (NLR).
Abstract: This paper explores relationships between commuting times, job accessibility, and commuting satisfaction based on a large-scale survey applied in the Greater London Area (GLA), the municipality of Sao Paulo (MSP) and the Dutch Randstad (NLR). Potential accessibility to jobs is estimated under 3 different scenarios: reported actual commuting times (ACT), ideal commuting times (ICT), and maximum willingness to commute (MCT). In addition, binary logistic regression models, estimated using generalized linear modeling (GLM), are performed to assess the impact of these temporal preferences on the likelihood of being satisfied with commuting. As expected, ideal and maximum commuting preferences strongly impact the volume and spatial distribution of the measured accessibility to jobs. In the selected case studies, estimated ICT-based job accessibility significantly decreases total measured accessibility (60 to 100 percent), with those living in the lowest accessibility zones impacted most. Furthermore, although specific results varied between regions, the overall findings show an association between ACT and satisfaction. Likewise, commuting mode is found to be a strong predictor of travel satisfaction. Those actively traveling in all three metropolitan regions tend to be more satisfied with their commutes. Potential job accessibility is found to be only weakly associated with travel satisfaction.

3 citations

Journal ArticleDOI
TL;DR: In this article , the authors assess the associated emissions of PM2.5 and the corresponding exposure in the presence of incense and earthen lamps in temples and two cremation grounds, and the exposure assessment in terms of deposition dose was carried out using the ICRP model.
Abstract: Regular use of incense and earthen lamps in temples leads to the release of particulate matter (PM), airborne flecks, and gaseous pollutants. Similarly, the cremation of dead bodies using timber and other accessories such as incense, organic chemicals containing carbon, and clothes generates air pollutants. It is currently unclear how much emissions and exposure these activities may lead. This work attempts to fill this gap in our understanding by assessing the associated emissions of PM2.5 and the corresponding exposure. Ten temples and two cremation grounds were considered for the sampling of PM2.5. The average PM2.5 concentration at the ten temples and the two crematoriums was found to be 658.30 ± 112.63 µg/m3 and 1043.50 ± 191.63 µg/m3, respectively. The range of real-time PM2.5 data obtained from the nearest twelve stations located in the vicinity was 113-191 µg/m3. The exposure assessment in terms of deposition dose was carried out using the ICRP model. The maximum and minimum total respiratory deposition dose rate for PM2.5 for temples was 175.75 µg/min and 101.15 µg/min, respectively. For crematoriums, the maximum and minimum value of same was 252.3 µg/min and 194.31 µg/min, respectively, for an exposure period of 10 min.

3 citations

Journal ArticleDOI
TL;DR: In this article , the authors examined and outlined the development of a novel inlet for an air handling unit (AHU), which can reduce the ambient PM concentrations drawn into a building ventilation system.

3 citations

Journal ArticleDOI
TL;DR: Results show that wavelets improved the forecasting results and that discrete wavelet transform is a relevant tool to enhance the performance of DNN topologies, with special emphasis on the hybrid topology that achieved the best results among the applied models.
Abstract: The concern about air pollution in urban areas has substantially increased worldwide. One of its main components, particulate matter (PM) with aerodynamic diameter of ≤2.5 µm (PM2.5), can be inhaled and deposited in deeper regions of the respiratory system, causing adverse effects on human health, which are even more harmful to children. In this sense, the use of deterministic and stochastic models has become a key tool for predicting atmospheric behavior and, thus, providing information for decision makers to adopt preventive actions to mitigate air pollution impacts. However, stochastic models present their own strengths and weaknesses. To overcome some of disadvantages of deterministic models, there has been an increasing interest in the use of deep learning, due to its simpler implementation and its success on multiple tasks, including time series and air quality forecasting. Thus, the objective of the present study is to develop and evaluate the use of four different topologies of deep artificial neural networks (DNNs), analyzing the impact of feature augmentation in the prediction of PM2.5 concentrations by using five levels of discrete wavelet transform (DWT). The following types of deep neural networks were trained and tested on data collected from two living lab stations next to high-traffic roads in Guildford, UK: multi-layer perceptron (MLP), long short-term memory (LSTM), one-dimensional convolutional neural network (1D-CNN) and a hybrid neural network composed of LSTM and 1D-CNN. The performance of each model in making predictions up to twenty-four hours ahead was quantitatively assessed through statistical metrics. The results show that wavelets improved the forecasting results and that discrete wavelet transform is a relevant tool to enhance the performance of DNN topologies, with special emphasis on the hybrid topology that achieved the best results among the applied models.

3 citations


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4,293 citations

Journal Article
TL;DR: In this article, the authors present a document, redatto, voted and pubblicato by the Ipcc -Comitato intergovernativo sui cambiamenti climatici - illustra la sintesi delle ricerche svolte su questo tema rilevante.
Abstract: Cause, conseguenze e strategie di mitigazione Proponiamo il primo di una serie di articoli in cui affronteremo l’attuale problema dei mutamenti climatici. Presentiamo il documento redatto, votato e pubblicato dall’Ipcc - Comitato intergovernativo sui cambiamenti climatici - che illustra la sintesi delle ricerche svolte su questo tema rilevante.

4,187 citations

Journal ArticleDOI
François Mach, Colin Baigent, Alberico L. Catapano, Konstantinos C. Koskinas1, Manuela Casula, Lina Badimon1, M. John Chapman, Guy De Backer, Victoria Delgado, Brian A. Ference, Ian D. Graham, Alison Halliday, Ulf Landmesser, Borislava Mihaylova, Terje R. Pedersen, Gabriele Riccardi, Dimitrios J. Richter, Marc S. Sabatine, Marja-Riitta Taskinen, Lale Tokgozoglu, Olov Wiklund, Christian Mueller, Heinz Drexel, Victor Aboyans, Alberto Corsini, Wolfram Doehner, Michel Farnier, Bruna Gigante, Meral Kayıkçıoğlu, Goran Krstacic, Ekaterini Lambrinou, Basil S. Lewis, Josep Masip, Philippe Moulin, Steffen E. Petersen, Anna Sonia Petronio, Massimo F Piepoli, Xavier Pintó, Lorenz Räber, Kausik K. Ray, Željko Reiner, Walter F Riesen, Marco Roffi, Jean-Paul Schmid, Evgeny Shlyakhto, Iain A. Simpson, Erik S.G. Stroes, Isabella Sudano, Alexandros D Tselepis, Margus Viigimaa, Cecile Vindis, Alexander Vonbank, Michal Vrablik, Mislav Vrsalovic, José Luis Zamorano, Jean-Philippe Collet, Stephan Windecker, Veronica Dean, Donna Fitzsimons, Chris P Gale, Diederick E. Grobbee, Sigrun Halvorsen, Gerhard Hindricks, Bernard Iung, Peter Jüni, Hugo A. Katus, Christophe Leclercq, Maddalena Lettino, Béla Merkely, Miguel Sousa-Uva, Rhian M. Touyz, Djamaleddine Nibouche, Parounak H. Zelveian, Peter Siostrzonek, Ruslan Najafov, Philippe van de Borne, Belma Pojskic, Arman Postadzhiyan, Lambros Kypris, Jindřich Špinar, Mogens Lytken Larsen, Hesham Salah Eldin, Timo E. Strandberg, Jean Ferrières, Rusudan Agladze, Ulrich Laufs, Loukianos S. Rallidis, Laszlo Bajnok, Thorbjorn Gudjonsson, Vincent Maher, Yaakov Henkin, Michele Massimo Gulizia, Aisulu Mussagaliyeva, Gani Bajraktari, Alina Kerimkulova, Gustavs Latkovskis, Omar Hamoui, Rimvydas Šlapikas, Laurent Visser, P. Dingli, Victoria Ivanov, Aneta Boskovic, Mbarek Nazzi, Frank L.J. Visseren, Irena Mitevska, Kjetil Retterstøl, Piotr Jankowski, Ricardo Fontes-Carvalho, Dan Gaita, Marat V. Ezhov, Marina Foscoli, Vojislav Giga, Daniel Pella, Zlatko Fras, Leopoldo Pérez de Isla, Emil Hagström, Roger Lehmann, Leila Abid, Oner Ozdogan, Olena Mitchenko, Riyaz S. Patel 

4,069 citations

Journal ArticleDOI
TL;DR: In this article, the authors present guidelines for the management of patients with coronary artery disease (CAD), which is a pathological process characterized by atherosclerotic plaque accumulation in the epicardial arteries.
Abstract: Coronary artery disease (CAD) is a pathological process characterized by atherosclerotic plaque accumulation in the epicardial arteries, whether obstructive or non-obstructive. This process can be modified by lifestyle adjustments, pharmacological therapies, and invasive interventions designed to achieve disease stabilization or regression. The disease can have long, stable periods but can also become unstable at any time, typically due to an acute atherothrombotic event caused by plaque rupture or erosion. However, the disease is chronic, most often progressive, and hence serious, even in clinically apparently silent periods. The dynamic nature of the CAD process results in various clinical presentations, which can be conveniently categorized as either acute coronary syndromes (ACS) or chronic coronary syndromes (CCS). The Guidelines presented here refer to the management of patients with CCS. The natural history of CCS is illustrated in Figure 1.

3,448 citations

01 Jan 2015
TL;DR: The work of the IPCC Working Group III 5th Assessment report as mentioned in this paper is a comprehensive, objective and policy neutral assessment of the current scientific knowledge on mitigating climate change, which has been extensively reviewed by experts and governments to ensure quality and comprehensiveness.
Abstract: The talk with present the key results of the IPCC Working Group III 5th assessment report. Concluding four years of intense scientific collaboration by hundreds of authors from around the world, the report responds to the request of the world's governments for a comprehensive, objective and policy neutral assessment of the current scientific knowledge on mitigating climate change. The report has been extensively reviewed by experts and governments to ensure quality and comprehensiveness.

3,224 citations