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Relevant bibliographies by topics / Delhi NCR

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Academic literature on the topic 'Delhi NCR'

Author: Grafiati

Published: 6 September 2023

Last updated: 18 November 2023

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Journal articles on the topic "Delhi NCR"

1

Bhardwaj, Purnima, Alok Pandey, Krishan Kumar, and V. K. Jain. "Spatial variation of Aerosol Optical Depth and Solar Irradiance over Delhi -NCR during Summer season." Current World Environment 12, no. 2 (August 25, 2017): 389–95. http://dx.doi.org/10.12944/cwe.12.2.22.

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Present study shows the spatial variation of Aerosol Optical Depth (AOD), solar irradiance and their association at the urban and rural sites in Delhi and National Capital Region (NCR) during the summer season of the year 2015. Summer-time AOD data from the NASA’s Terra satellite MODIS sensor has been used to study the spatial distribution of aerosols over Delhi and its surrounding rural area. The ground data for the direct and global solar irradiances was collected over this region at urban and rural locations in Delhi and NCR using a Fieldspec Spectro-radiometer. HYSPLIT model has been used for the air mass trajectory analysis. The AOD values were observed to be higher over Delhi compared to the relatively lower AOD in rural area of NCR. The NCR site observed higher average solar irradiances than Delhi during the summer season. This may be because of the higher aerosol concentration in Delhi as compared to its outskirts. Also, this region is affected by the severe dust storm events during the summer season which further increases the aerosol load in the atmosphere. HYSPLIT results show the influence of western Thar Desert air masses on the Delhi-NCR. Windblown as well anthropogenic aerosols play a major role in scattering and absorption of the incoming solar radiation and hence, in governing the micro-climatology of the region.

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Yadav, Shreya, and Nishant Kumar Pandey. "The Effects of COVID 19 on Job Satisfaction among the Library Professionals in Delhi NCR, India." Asian Journal of Science and Applied Technology 11, no. 1 (June 24, 2022): 15–20. http://dx.doi.org/10.51983/ajsat-2022.11.1.3181.

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The main purpose of this study examines the Covid 19 situation effect on job Satisfaction among the library professional in Delhi and NCR. The some are many variables use in this study like a gender, age, designation, LIS professional Institutional affiliation, job satisfaction, Job security in organization, agreement with the dissatisfaction of job with their present employers, prime consideration while going for a job change etc. The total response generated 80 43 are male and 37 female, from the data analysis it emerged that very third professional in Delhi NCR enters in to LIS profession by chance 54% and 27% by choice; more than 24 respondents have expressed their willingness to change their present employer, if given better opportunity. More than 30 % professional either fully or partly agree 24% that most of the LIS professionals Delhi and NCR are Current work station is good but, I am expecting library priority in organizations 8% dissatisfied with their employers. All these and many more areas have been explored, which reflect the aspects of job satisfaction and dissatisfaction among LIS professional in Delhi and NCR region.

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Tomar, Komal, and Dr J. Swaminathan. "A Review on e-Healthcare System: Delhi NCR." International Journal of Trend in Scientific Research and Development Volume-3, Issue-4 (June 30, 2019): 862–69. http://dx.doi.org/10.31142/ijtsrd23943.

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Junaid, Abdullah Bin, and Faheem Ahmed . "A Study on the Purchase Behavior and Cosmetic Consumption Pattern among Young Females in Delhi and NCR." Journal of Social and Development Sciences 4, no. 5 (May 30, 2013): 205–11. http://dx.doi.org/10.22610/jsds.v4i5.753.

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This study was carried out to examine consumption behaviour of young females and their attitudes towards cosmetics in Delhi/NCR. This research focuses on the different marketing variables affects the female cosmetic consumption as well as their decision making process for purchasing the cosmetic products. This study also explains to some extent the influence of customer decision making process in purchasing the dermaceutical products in Delhi/NCR. The target sample was between the age group of 15 years to 35 years females and those who are living in Delhi/NCR. This age group fall under the category of young generation and they can be categories in the Millennials (those who are born after 1980). This study may also help various cosmetic companies to formulate their strategies for marketing the cosmetic products. Primary data was obtained through questionnaire. The results were analyzed through SPSS version 16.

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Meena, Yogesh, Mahipal Singh Sankhla, Shriyash Mohril, and Rajeev Kumar. "Cybercrime: youth awareness survey in Delhi NCR, India." Forensic Research & Criminology International Journal 8, no. 5 (October 15, 2020): 177–80. http://dx.doi.org/10.15406/frcij.2020.08.00325.

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Sigroha, Anju, and Jyoti Mor. "EMPLOYEE RETENTION STRATEGIES – IN IT SECTOR DELHI (NCR)." INTERNATIONAL JOURNAL OF MANAGEMENT 11, no. 12 (December 21, 2020): IJM_11_12_113. http://dx.doi.org/10.34218/ijm.11.12.2020.113.

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Agarwal, Nidhi. "Impact of Reality Shows on Delhi-NCR Youth." International Journal for Research in Applied Science and Engineering Technology 8, no. 10 (October 31, 2020): 712–19. http://dx.doi.org/10.22214/ijraset.2020.31990.

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Gupta, Seema, Kajal Chaudhary, Poonam Sharma, and Ansh Bharadwaj. "Drug Utilization Pattern of Antibiotics in Delhi NCR." INTERNATIONAL JOURNAL OF PHARMACEUTICAL EDUCATION AND RESEARCH (IJPER) 4, no. 02 (February 9, 2023): 1–4. http://dx.doi.org/10.37021/ijper.v4i2.01.

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The need of antibiotics is high in the developing countries where infective disease burden is high. India really has the high incidence of infectious diseases in the entire globe, making the improper use of antibiotics a frequent occurrence. The aim of this study is to determine the drug utilization of antibiotics prescribed by doctor in Delhi NCR area. The present study needs to carry out, taking a deeper dive into the antibiotics and its positive as well as negative impacts on society’s health and welfare. The study involve the determination of various factors like type of therapy, drug most extensively used by patients, sex distribution of people using antibiotics, route of administration of drug and most use dosage form of drugs.

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Narayanan, Abhishek, and Kartick Satyanarayan. "Glossy-bellied racer snake Platyceps ventromaculatus (Gray, 1834) (Squamata: Serpentes: Colubridae): new locality record in Delhi National Capital Region (NCR), India." Check List 8, no. 6 (December 1, 2012): 1356. http://dx.doi.org/10.15560/8.6.1356.

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This paper extends the distribution of glossy bellied racer (Platyceps ventromaculatus) to about 250 km North East straight line aerial distance from its closest known distribution site. (Sikar in Rajasthan) Two live uncollected (1 male, 1 female) sub adults specimens were collected in Delhi NCR (28°38’59” N 77°10’12” E); mensural, meristic and colour pattern data were recorded and the snakes released in the same habitat. It’s presence in a developed Metropolis like Delhi NCR may indicate its synurbic abilities.

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Tayal, Deeksha, and Aasha Kapur Mehta. "Working Women, Delhi Metro and Covid-19: A Case Study in Delhi-NCR." Indian Journal of Labour Economics 64, no. 2 (May 28, 2021): 389–413. http://dx.doi.org/10.1007/s41027-021-00313-1.

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Dissertations / Theses on the topic "Delhi NCR"

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Sindhwani, Rati. "Air quality modelling over national capital region (NCR), India." Thesis, IIT Delhi, 2019. http://eprint.iitd.ac.in:80//handle/2074/8048.

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Srivastava, Parul. "Modulation of aerosol radiative forcing over Delhi NCR by mixing state and particle morphology." Thesis, IIT Delhi, 2017. http://localhost:8080/xmlui/handle/12345678/7251.

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Bergstrom, Alexander R. "SPECTROSCOPIC AND MECHANISTIC STUDIES OF METALLO-BETA-LACTAMASE INHIBITORS AND THE STRUCTURE-FUNCTION RELATIONSHIP OF NEW DELHI METALLO-BETA-LACTAMASE VARIANTS." Miami University / OhioLINK, 2018. http://rave.ohiolink.edu/etdc/view?acc_num=miami1524154064246174.

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Koller, Daniel Koller Daniel. "DELphi - a cDNA library screening technology for mammalian cells based on an alphaviral expression system /." [S.l.] : [s.n.], 2000. http://e-collection.ethbib.ethz.ch/show?type=diss&nr=13772.

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SHARMA, CHARU. "PERFORMANCE EVALUATION OF STPs BASED ON DIFFERENT TECHNOLOGIES IN DELHI/NCR." Thesis, 2013. http://dspace.dtu.ac.in:8080/jspui/handle/repository/15466.

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India faces a number of water and wastewater issues and water related health hazards. These problems arise primarily due to the increasing level of qualitative and quantitative depletion of water resources owing to over-utilization and continuous discharge of wastewater. Sewage Treatment Plants (STPs) have been constructed in most places to reduce the degradation of water quality of the receiving water bodies by reducing the total pollution load on the same and to ensure a healthy environment both aesthetically along with preserving the ecosystem involved. However, the purpose of establishing the STPs is not met until their effectiveness in treating sewerage is ensured which has been observed as a major concern throughout the Country. In view of a varied experience with different technologies under the various river action plans that have been initiated from time to time, a need for a case study was perceived to assess technologically and financially suitable options for sewage treatment. Technologies which are being used in other parts of the world are being deployed in India on a large scale and it is well established that each technology has its own merits and demerits. Therefore, their techno-economic viability under Indian conditions needs to be proven and will depend on prevailing local conditions, urban settings, community acceptability, etc. The work carried out in this report presents the results of the evaluation carried out for the techno-economical and environmental performance with particular emphasis on six (6) STPs based on different treatment technologies such as Upflow Anaerobic Sludge Blanket (UASB), Sequential Batch Reactor (SBR), BIOFOR, Activated Sludge Process (ASP), Activated Sludge Process combined with BIOFOR (ASP + BIOFOR) and Oxidation ditch located in Delhi/NCR region for handling and treating the domestic wastewater generated from the designated localities under specific STPs. The parameters which were monitored under the study included pH, Total Suspended Solids (TSS), Biochemical Oxygen Demand (BOD), Chemical Oxygen Demand (COD), Mixed Liquor Suspended Solids (MLSS), Total Coliform (TC) and Fecal Coliform (FC). In addition to the evaluation of the performance of the STPs based on different treatment technologies, the same were also analyzed for the capital cost, operation and maintenance costs, energy requirements and land requirement, which is primarily based on the data as obtained from various STPs in the Ganga River Basin and information collected as well as compiled from various sewage treatment technology providers.

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Pal, Sumit. "Impact assessment of contaminated and treated wastewater on soil and crop quality using different system of irrigation in the NCR region." Thesis, 2018. http://localhost:8080/xmlui/handle/12345678/7645.

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SHEKHAR, CHANDRA. "A STUDY ON CONSUMER ATTITUDE AND PERCEPTION TOWARDS KINGFISHER BEER." Thesis, 2013. http://dspace.dtu.ac.in:8080/jspui/handle/repository/17304.

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Marketing concept starts with consumers’ needs and their behavior in meeting their needs. In order to satisfy their needs consumers make many buying decisions every day. And marketers need to study these consumer purchase decisions in order to find answers to questions about what, why, where and how much they buy and align their marketing program to that effect. For making a successful marketing program it is necessary for marketers to study the consumer behavior so that they would know the psychology of consumers. Consumer psychology has various components such as perceptions, knowledge, attitude, intention, motive and the like. This research paper is done particularly on the two components of consumer psychology namely perception and attitude. The purpose of this study is to survey the perception and attitude of NCR consumers towards Kingfisher Beer. Kingfisher Beer is the pioneer and still the dominant beer brand worldwide. And in recent days the Brand’s market share has significantly increased and it is becoming a synonym of beer across the globe. This wide acceptance and dominance in India’s beer industry, indirectly signifies a positive consumer attitude towards the brand. But the actual attitude of beer consumers towards Kingfisher beer, the reason behind the attitude and its implication on the behavior or consumption of the beer is the rationale of this research. The study based itself on the information collected from primary source by taking a sample of 80 beer consumers from bars and restaurants around Delhi NCR and distributing self-administered questionnaires. Secondary sources such as books, journals and research papers written on similar topic are also reviewed. Appropriate statistical analysis such as frequency, correlation analysis are used according to respective objective and descriptors. Based on the findings of this research, it can be concluded that most beer consumers have positive attitude towards the beer Kingfisher and this is resulted due to its product quality and promotional activities. The Kingfisher Beer’s taste, aroma, foam and thirst quenching attributes are found to be very satisfactory. And the advertisements are also different from the other competing beer brands in a way that they are creative, seasonal, cultural and entertaining. With regard to other promotional mix, the public relation efforts such as participating and sponsoring sports and supporting other programs and festivals are positively perceived by the respondents which in turn contribute to the increase in sales volume and market share of the Brand. One important point pointed out is the intention to switch, even though most of the respondents like and consume Kingfisher, still 50% of them want to switch to other brand only half of them are loyal, and this is an assignment for Kingfisher because it requires it more work not only to attract but also maintain its consumers. In other words it should catch the hearts of its consumers and create loyalty.

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RAGHAV, AYUSHI. "ASSESSMENT AND INDEXING OF GROUNDWATER QUALITY OF DELHI, INDIA USING GIS." Thesis, 2020. http://dspace.dtu.ac.in:8080/jspui/handle/repository/18175.

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Ground water is a fundamental and crucial segment of our life supportive network. The ground water assets are being used for drinking, water system and mechanical purposes. There is developing worry on decaying of ground water quality due to “geogenic” and anthropogenic activities. The present study evaluates the groundwater quality of National Capital Territory (NCT) Delhi with respect to drinking and irrigation purpose using Geographic Information System (GIS). The Water Quality Index (WQI) of the groundwater for drinking purposed is also calculated in this work. The data used in this work was collected from CGWB WRIS for the years 2010 and 2015 for twenty-eight locations in the study area. The drinking water quality has been defined using the parameters such as pH, total alkalinity, total hardness, calcium content, nitrate content etc. while irrigation water quality has been defined using the parameters as sodium absorption ratio, salinity hazard , permeability index etc. Spatial distribution maps of these parameter have been generated using QGIS (version 3.10.2). It was observed that in majority of study area the overall concentration of pH, magnesium, potassium, sodium, chloride, fluoride and sulphate in groundwater had been increased over the span of five years from 2010 to 2015.While overall concentration of total hardness, total alkalinity, nitrate and calcium in groundwater had been decreased over the span of five years from 2010 to 2015. Irrigation water quality of majority of the areas was lying under “excellent” to “good” quality category. About 67.8% of the area in 2010 and 78.6% of the area in 2015 under the study comes under “poor” to “unsuitable for drinking category” as revealed by the WQI studies. It can be concluded that overall quality of groundwater of Delhi had been deteriorated from 2010 to 2015. The reasons for this might include increase in population, v over-exploitation of groundwater resources, urbanization and industrialization on large scale.

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Books on the topic "Delhi NCR"

1

Reddy, K. Visweswar, Naresh Sharma, and Abhimanyu Choudhary. The finest in Delhi & NCR. New Delhi: Vasundhara Media, 2010.

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Sen, Sankar. Crime victimisation survey: Delhi and NCR. New Delhi: Institute of Social Sciences, 2012.

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India. Director of Census Operations, Delhi, ed. Census of India, 2011: NCT of Delhi. Delhi: Directorate of Census Operations, Delhi, 2011.

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Territory), Delhi (India :. Union. Working report 2010: Government of NCT of Delhi. New Delhi]: Directorate of Information & Publicity, Government of NCT of Delhi, 2010.

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India) National Conference on Communications (19th 2013 New Delhi. 2013 National Conference on Communications (NCC 2013): New Delhi, India, 15-17 February 2013. Piscataway, NJ: IEEE, 2013.

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India. Central Pollution Control Board. and India. Central Ground Water Board., eds. Status of ground water quality and pollution aspects in NCT-Delhi: A collaborated study. Chandigarh: Central Ground Water Board, 2000.

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India, Election Commission of, ed. Statistical report on general election, 1998 to the Legislative Assembly of NCT of Delhi. New Delhi: Election Commission of India, 1999.

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National Council for Cement and Building Materials (India), ed. Sixth NCB International Seminar on Cement and Building Materials, New Delhi 24-27 November 1998: Proceedings. New Delhi: The Council, 1998.

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NCB International Seminar--Pragmatic Strategies for Productivity and Modernisation (3rd 1991 New Delhi, India). Third NCB International Seminar on Cement and Building Materials: Proceedings : New Delhi 21-25 January 1991. New Delhi: The Council, 1991.

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National Council for Cement and Building Materials (India), ed. Fifth NCB International Seminar on Cement and Building Materials, New Delhi, 26-29 November 1996: Proceedings. New Delhi: The Council, 1996.

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Book chapters on the topic "Delhi NCR"

1

Rana, Diksha, Deepak Kumar, Maya Kumari, and Rina Kumari. "Assessing the Impact of Delhi Metro Network Towards Urbanisation of Delhi-NCR." In Geospatial Technology for Landscape and Environmental Management, 333–49. Singapore: Springer Singapore, 2022. http://dx.doi.org/10.1007/978-981-16-7373-3_17.

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Kumari, Poonam, and Papiya Mandal. "Indoor Air Pollution at Restaurant Kitchen in Delhi NCR." In Lecture Notes in Civil Engineering, 159–65. Singapore: Springer Singapore, 2020. http://dx.doi.org/10.1007/978-981-15-6887-9_18.

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Nandi, Archita. "Impact of ICT on Handicrafts Marketing in Delhi NCR Region." In Internet of Things, 153–64. Boca Raton: CRC Press, 2021. http://dx.doi.org/10.1201/9781003140443-11.

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Kumar, Pravin, and Rajesh Kumar Singh. "Burning the Crop Residues: A Major Environmental Problem in Delhi NCR." In Re-Use and Recycling of Materials, 57–88. New York: River Publishers, 2022. http://dx.doi.org/10.1201/9781003339304-5.

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Kamana and Mohammad Tahseen Burney. "Predictive Analysis of Customers’ Satisfaction Toward Modern Retail Outlet in Delhi-NCR." In Data Driven Approach Towards Disruptive Technologies, 127–40. Singapore: Springer Singapore, 2021. http://dx.doi.org/10.1007/978-981-15-9873-9_12.

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Gandhi, Priyanka. "Digital Technology and CRM Implementation in the Hospital of Delhi and NCR." In Proceedings of the NIELIT's International Conference on Communication, Electronics and Digital Technology, 629–40. Singapore: Springer Nature Singapore, 2023. http://dx.doi.org/10.1007/978-981-99-1699-3_44.

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Salam, M. D., and A. Varma. "Toxic Pollutants Survey in Soils of Electronic Waste-Contaminated Sites in Delhi NCR." In Waste Management and Resource Efficiency, 841–51. Singapore: Springer Singapore, 2018. http://dx.doi.org/10.1007/978-981-10-7290-1_71.

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Bhasin, Girish Kumar, and Manisha Gupta. "Effectiveness of virtual education during Covid-19: An empirical study in Delhi NCR." In Artificial Intelligence, Blockchain, Computing and Security Volume 1, 216–30. London: CRC Press, 2023. http://dx.doi.org/10.1201/9781003393580-33.

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Waraich, Sushmita Biswal, and Ajay Chaturvedi. "Entrepreneurship Development in Business Schools: An Analysis of the Initiatives in Delhi and NCR." In Entrepreneurship Education, 325–43. Singapore: Springer Singapore, 2017. http://dx.doi.org/10.1007/978-981-10-3319-3_18.

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Bhatt, Geeta, Manoj Khanna, Balaram Pani, and Renu Baweja. "Awareness and Sensitivity of Mobile Phone Consumers on Electronic Waste in Delhi-NCR Region." In Sustainable Smart Cities in India, 433–42. Cham: Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-47145-7_27.

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Conference papers on the topic "Delhi NCR"

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Jain, Mayank, Chandrani Kumari, and Soumyabrata Dev. "Identifying the Best Clear Sky Model for the Delhi-NCR Region." In IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2022. http://dx.doi.org/10.1109/igarss46834.2022.9883753.

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Nishra, Nandita, Vijendra Dhyani, and Shiv Singh Sarangdevot. "Influence of Various Media Options on Consumer Buying Behaviour in Delhi NCR." In 2015 IEEE International Conference on Computational Intelligence & Communication Technology (CICT). IEEE, 2015. http://dx.doi.org/10.1109/cict.2015.100.

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Saraswat, Krishana Kumar, Charu Dutta, and Taruna Saxena. "A Study of Consumer Buying Behaviour in Delhi NCR towards FMCG Products." In International Conference on Advanced Computing and Software Engineering. SCITEPRESS - Science and Technology Publications, 2021. http://dx.doi.org/10.5220/0010562800003161.

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Jyoti, Jyoti, Monalisha Dash, and Kuldeep Singh Kaswan. "Role of Information and Communication Technology in Rooms Divisions across Delhi NCR." In 2023 International Conference on Artificial Intelligence and Smart Communication (AISC). IEEE, 2023. http://dx.doi.org/10.1109/aisc56616.2023.10085023.

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Berwal, Shivesh. "Apparent thermal inertia study over Delhi-NCR (National Capital Region) (Conference Presentation)." In Remote Sensing Technologies and Applications in Urban Environments, edited by Nektarios Chrysoulakis, Thilo Erbertseder, and Ying Zhang. SPIE, 2018. http://dx.doi.org/10.1117/12.2326521.

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Kaur, Simranjeet, Shalini Srivastav, and Anshu Tyagi. "Impact of using RoSCA on Women Empowerment (with reference to Delhi NCR)." In 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO). IEEE, 2021. http://dx.doi.org/10.1109/icrito51393.2021.9596129.

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Budhiraja, Bakul, Prasad Pathak, and Girish Agrawal. "Spatio-temporal variability of urban heat islands in local climate zones of Delhi-NCR." In Remote Sensing Technologies and Applications in Urban Environments, edited by Wieke Heldens, Nektarios Chrysoulakis, Thilo Erbertseder, and Ying Zhang. SPIE, 2017. http://dx.doi.org/10.1117/12.2280253.

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Goyal, Tanishka, Ankita Singh, Smriti Chhaya, Aditi Vikas, Poorva Garg, Ritika Malik, and Rijurekha Sen. "Low Cost Platform Design for Pollution Measurement in Delhi-NCR using Vehicle-Mounted Sensors." In MobiCom '18: The 24th Annual International Conference on Mobile Computing and Networking. New York, NY, USA: ACM, 2018. http://dx.doi.org/10.1145/3241539.3267779.

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Kumari, Poonam, and Arvind Kumar Nema. "Impact of Urbanization on Climate Change in Delhi NCR Due to Land Use Changes." In ASCE India Conference 2017. Reston, VA: American Society of Civil Engineers, 2018. http://dx.doi.org/10.1061/9780784482032.033.

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Jain, Nisha, and Aarti Sehgal. "Statistical Decision Making of Spending and Savings Habits among Students of Delhi NCR Region." In Proceedings of the International Conference on Application of AI and Statistical Decision Making for the Business World, ICASDMBW 2022, 16-17 December 2022, Rukmini Devi Institute of Advanced Studies, Delhi, India. EAI, 2023. http://dx.doi.org/10.4108/eai.16-12-2022.2326192.

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Reports on the topic "Delhi NCR"

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Aiyar, Yamini, Vincy Davis, Gokulnath Govindan, and Taanya Kapoor. Rewriting the Grammar of the Education System: Delhi’s Education Reform (A Tale of Creative Resistance and Creative Disruption). Research on Improving Systems of Education (RISE), November 2021. http://dx.doi.org/10.35489/bsg-rise-misc_2021/01.

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The study was not designed to undertake an evaluation of the success or failure of reform. Nor was it specifically about the desirability or defects of the policy reform choices. It took these reform choices and the policy context as a given. It is important to note that the Delhi reforms had its share of criticisms (Kumar, 2016; Rampal, 2016). However, our goal was not to comment on whether these were the “right” reforms or have their appropriateness measured in terms of their technical capability. This study sought to understand the pathways through which policy formulations, designed and promoted by committed leaders (the sound and functional head of the flailing state), transmit their ideas and how these are understood, resisted, and adopted on the ground. In essence, this is a study that sought to illuminate the multifaceted challenges of introducing change and transition in low-capacity settings. Its focus was on documenting the process of implementing reforms and the dynamics of resistance, distortion, and acceptance of reform efforts on the ground. The provocative claim that this report makes is that the success and failure, and eventual institutionalisation, of reforms depend fundamentally on how the frontline of the system understands, interprets, and adapts to reform efforts. This, we shall argue, holds the key to upending the status quo of “pilot” burial grounds that characterise many education reform efforts in India. Reforms are never implemented in a vacuum. They inevitably intersect with the belief systems, cultures, values, and norms that shape the education ecosystem. The dynamics of this interaction, the frictions it creates, and reformers’ ability to negotiate these frictions are what ultimately shape outcomes. In the ultimate analysis, we argue that reforming deeply entrenched education systems (and, more broadly, public service delivery systems) is not merely a matter of political will and technical solutions (although both are critical). It is about identifying the points of reform friction in the ecosystem and experimenting with different ways of negotiating these. The narrative presented here does not have any clear answers for what needs to be done right. Instead, it seeks to make visible the intricacies and potential levers of change that tend to be ignored in the rush to “evaluate” reforms and declare success and failure. Moving beyond success to understand the dynamics of change and resistance is the primary contribution of this study.

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