Literature DB >> 33846351

All urban areas' energy use data across 640 districts in India for the year 2011.

Kangkang Tong1, Ajay Singh Nagpure2, Anu Ramaswami3,4,5,6.   

Abstract

India is the third-largest contributor to global energy-use and anthropogenic carbon emissions. India's urban energy transitions are critical to meet its climate goals due to the country's rapid urbanization. However, no baseline urban energy-use dataset covers all Indian urban districts in ways that align with national totals and integrate social-economic-infrastructural attributes to inform such transitions. This paper develops a novel bottom-up plus top-down approach, comprehensively integrating multiple field surveys and utilizing machine learning, to model All Urban areas' Energy-use (AllUrE) across all 640 districts in India, merged with social-economic-infrastructural data. Energy use estimates in this AllUrE-India dataset are evaluated by comparing with reported energy-use at three scales: nation-wide, state-wide, and city-level. Spatially granular AllUrE data aggregated nationally show good agreement with national totals (<2% difference). The goodness-of-fit ranged from 0.78-0.95 for comparison with state-level totals, and 0.90-0.99 with city-level data for different sectors. The relatively strong alignment at all three spatial scales demonstrates the value of AllUrE-India data for modelling urban energy transitions consistent with national energy and climate goals.

Entities:  

Year:  2021        PMID: 33846351     DOI: 10.1038/s41597-021-00853-7

Source DB:  PubMed          Journal:  Sci Data        ISSN: 2052-4463            Impact factor:   6.444


  11 in total

1.  CO2 Emissions from Direct Energy Use of Urban Households in India.

Authors:  Sohail Ahmad; Giovanni Baiocchi; Felix Creutzig
Journal:  Environ Sci Technol       Date:  2015-09-24       Impact factor: 9.028

2.  Quantifying economic and environmental benefits of co-located firms.

Authors:  Marian R Chertow; D Rachel Lombardi
Journal:  Environ Sci Technol       Date:  2005-09-01       Impact factor: 9.028

3.  Greenhouse gas emission footprints and energy use benchmarks for eight U.S. cities.

Authors:  Tim Hillman; Anu Ramaswami
Journal:  Environ Sci Technol       Date:  2010-03-15       Impact factor: 9.028

4.  Industrial and agricultural ammonia point sources exposed.

Authors:  Martin Van Damme; Lieven Clarisse; Simon Whitburn; Juliette Hadji-Lazaro; Daniel Hurtmans; Cathy Clerbaux; Pierre-François Coheur
Journal:  Nature       Date:  2018-12-05       Impact factor: 49.962

Review 5.  City-integrated renewable energy for urban sustainability.

Authors:  Daniel M Kammen; Deborah A Sunter
Journal:  Science       Date:  2016-05-20       Impact factor: 47.728

Review 6.  Meta-principles for developing smart, sustainable, and healthy cities.

Authors:  Anu Ramaswami; Armistead G Russell; Patricia J Culligan; Karnamadakala Rahul Sharma; Emani Kumar
Journal:  Science       Date:  2016-05-20       Impact factor: 47.728

7.  Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States.

Authors:  Timnit Gebru; Jonathan Krause; Yilun Wang; Duyun Chen; Jia Deng; Erez Lieberman Aiden; Li Fei-Fei
Journal:  Proc Natl Acad Sci U S A       Date:  2017-11-28       Impact factor: 11.205

8.  Measuring social, environmental and health inequalities using deep learning and street imagery.

Authors:  Esra Suel; John W Polak; James E Bennett; Majid Ezzati
Journal:  Sci Rep       Date:  2019-04-18       Impact factor: 4.379

9.  Planning for sustainable cities by estimating building occupancy with mobile phones.

Authors:  Edward Barbour; Carlos Cerezo Davila; Siddharth Gupta; Christoph Reinhart; Jasleen Kaur; Marta C González
Journal:  Nat Commun       Date:  2019-08-19       Impact factor: 14.919

10.  High resolution temporal profiles in the Emissions Database for Global Atmospheric Research.

Authors:  Monica Crippa; Efisio Solazzo; Ganlin Huang; Diego Guizzardi; Ernest Koffi; Marilena Muntean; Christian Schieberle; Rainer Friedrich; Greet Janssens-Maenhout
Journal:  Sci Data       Date:  2020-04-17       Impact factor: 6.444

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  1 in total

1.  Ensembles of realistic power distribution networks.

Authors:  Rounak Meyur; Anil Vullikanti; Samarth Swarup; Henning S Mortveit; Virgilio Centeno; Arun Phadke; H Vincent Poor; Madhav V Marathe
Journal:  Proc Natl Acad Sci U S A       Date:  2022-10-10       Impact factor: 12.779

  1 in total

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