IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v10y2018i9p3248-d169234.html
   My bibliography  Save this article

GIS-Based Energy Consumption and Spatial Variation of Protected Grape Cultivation in China

Author

Listed:
  • Dong Tian

    (College of Information and Electrical Engineering, China Agricultural University, 209# No.17 Qinghuadonglu, Haidian District, Beijing 100083, China)

  • Min Zhang

    (College of Information and Electrical Engineering, China Agricultural University, 209# No.17 Qinghuadonglu, Haidian District, Beijing 100083, China)

  • Xuejian Wei

    (College of Information and Electrical Engineering, China Agricultural University, 209# No.17 Qinghuadonglu, Haidian District, Beijing 100083, China)

  • Jing Wang

    (College of Information and Electrical Engineering, China Agricultural University, 209# No.17 Qinghuadonglu, Haidian District, Beijing 100083, China)

  • Weisong Mu

    (College of Information and Electrical Engineering, China Agricultural University, 209# No.17 Qinghuadonglu, Haidian District, Beijing 100083, China
    The key laboratory of Viticulture and Enology, Ministry of Agriculture, Beijing 100083, China)

  • Jianying Feng

    (College of Information and Electrical Engineering, China Agricultural University, 209# No.17 Qinghuadonglu, Haidian District, Beijing 100083, China)

Abstract

This paper compares the difference in energy consumption in different sub-patterns and features of energy consumption structures used in protected grape production systems using statistical data. Then, spatial characteristics between different production modes based on geographic information systems are also analyzed. The results reveal that the types of energy consumption include steel, iron wire, water, chemical fertilizer, pesticides, electric power, organic fertilizer, plastic films, and labor. The total energy consumption for protected grape production was 210,534.3 MJ ha −1 in 2011, 211,504.6 MJ ha −1 in 2012, and 222,571.8 MJ ha −1 in 2013. From the perspective of cultivation modes, early ripening production and late ripening production consumed more energy than rain-shelter production; in terms of facility types, the total energy input of both vinyl tunnels and solar greenhouses were always higher than rain-shelter greenhouses. Indirect and non-renewable energy consumption were higher than that of direct and renewable energy, which accounted for 90% of energy consumption. Spatial analysis showed that the values of Moran’s I were all positive for the three years, which means protected grape input had a positive spatial autocorrelation. Therefore, we should adjust the energy input structure and choose more sustainable production modes to improve the sustainability of the production of protected grapes.

Suggested Citation

  • Dong Tian & Min Zhang & Xuejian Wei & Jing Wang & Weisong Mu & Jianying Feng, 2018. "GIS-Based Energy Consumption and Spatial Variation of Protected Grape Cultivation in China," Sustainability, MDPI, vol. 10(9), pages 1-21, September.
  • Handle: RePEc:gam:jsusta:v:10:y:2018:i:9:p:3248-:d:169234
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/10/9/3248/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/10/9/3248/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Pishgar-Komleh, S.H. & Sefeedpari, P. & Rafiee, S., 2011. "Energy and economic analysis of rice production under different farm levels in Guilan province of Iran," Energy, Elsevier, vol. 36(10), pages 5824-5831.
    2. Islam, Faridul & Shahbaz, Muhammad & Ahmed, Ashraf U. & Alam, Md. Mahmudul, 2013. "Financial development and energy consumption nexus in Malaysia: A multivariate time series analysis," Economic Modelling, Elsevier, vol. 30(C), pages 435-441.
    3. Mohammadshirazi, Ahmad & Akram, Asadolah & Rafiee, Shahin & Mousavi Avval, Seyyed Hashem & Bagheri Kalhor, Elnaz, 2012. "An analysis of energy use and relation between energy inputs and yield in tangerine production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 4515-4521.
    4. Ozkan, Burhan & Fert, Cemal & Karadeniz, C. Feyza, 2007. "Energy and cost analysis for greenhouse and open-field grape production," Energy, Elsevier, vol. 32(8), pages 1500-1504.
    5. Rajabi Hamedani, Sara & Keyhani, Alireza & Alimardani, Reza, 2011. "Energy use patterns and econometric models of grape production in Hamadan province of Iran," Energy, Elsevier, vol. 36(11), pages 6345-6351.
    6. Ren, Jeffrey S. & Stenton-Dozey, Jeanie & Plew, David R. & Fang, Jianguang & Gall, Mark, 2012. "An ecosystem model for optimising production in integrated multitrophic aquaculture systems," Ecological Modelling, Elsevier, vol. 246(C), pages 34-46.
    7. Rafiee, Shahin & Mousavi Avval, Seyed Hashem & Mohammadi, Ali, 2010. "Modeling and sensitivity analysis of energy inputs for apple production in Iran," Energy, Elsevier, vol. 35(8), pages 3301-3306.
    8. Mousavi-Avval, Seyed Hashem & Rafiee, Shahin & Mohammadi, Ali, 2011. "Optimization of energy consumption and input costs for apple production in Iran using data envelopment analysis," Energy, Elsevier, vol. 36(2), pages 909-916.
    9. Khoshnevisan, Benyamin & Rafiee, Shahin & Omid, Mahmoud & Mousazadeh, Hossein, 2013. "Applying data envelopment analysis approach to improve energy efficiency and reduce GHG (greenhouse gas) emission of wheat production," Energy, Elsevier, vol. 58(C), pages 588-593.
    10. Khoshroo, Alireza & Mulwa, Richard & Emrouznejad, Ali & Arabi, Behrouz, 2013. "A non-parametric Data Envelopment Analysis approach for improving energy efficiency of grape production," Energy, Elsevier, vol. 63(C), pages 189-194.
    11. Kizilaslan, Halil, 2009. "Input-output energy analysis of cherries production in Tokat Province of Turkey," Applied Energy, Elsevier, vol. 86(7-8), pages 1354-1358, July.
    12. Rahman, Sanzidur & Rahman, Md. Sayedur, 2013. "Energy productivity and efficiency of maize accounting for the choice of growing season and environmental factors: An empirical analysis from Bangladesh," Energy, Elsevier, vol. 49(C), pages 329-336.
    13. Jianying Feng & Jing Wang & Xiaoshuan Zhang & Fengtao Zhao & Radoslava Kanianska & Dong Tian, 2015. "Design and Implementation of Emergy-Based Sustainability Decision Assessment System for Protected Grape Cultivation," Sustainability, MDPI, vol. 7(10), pages 1-24, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Alina Zaharia & Maria Claudia Diaconeasa & Laura Brad & Georgiana-Raluca Lădaru & Corina Ioanăș, 2019. "Factors Influencing Energy Consumption in the Context of Sustainable Development," Sustainability, MDPI, vol. 11(15), pages 1-28, August.
    2. Yorghos Voutos & Phivos Mylonas & John Katheniotis & Anastasia Sofou, 2019. "A Survey on Intelligent Agricultural Information Handling Methodologies," Sustainability, MDPI, vol. 11(12), pages 1-23, June.
    3. Tian, Dong & Zhang, Min & Xiong, Chuqiao & Mu, Weisong & Feng, Jianying, 2019. "Measuring the energy consumption and energy efficiency in two-harvest-a-year grape cultivation," Energy, Elsevier, vol. 189(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Elahi, Ehsan & Zhang, Zhixin & Khalid, Zainab & Xu, Haiyun, 2022. "Application of an artificial neural network to optimise energy inputs: An energy- and cost-saving strategy for commercial poultry farms," Energy, Elsevier, vol. 244(PB).
    2. Elsoragaby, Suha & Yahya, Azmi & Mahadi, Muhammad Razif & Nawi, Nazmi Mat & Mairghany, Modather, 2019. "Energy utilization in major crop cultivation," Energy, Elsevier, vol. 173(C), pages 1285-1303.
    3. Tabatabaie, Seyed Mohammad Hossein & Rafiee, Shahin & Keyhani, Alireza, 2012. "Energy consumption flow and econometric models of two plum cultivars productions in Tehran province of Iran," Energy, Elsevier, vol. 44(1), pages 211-216.
    4. Mardani, Aref & Taghavifar, Hamid, 2016. "An overview on energy inputs and environmental emissions of grape production in West Azerbayjan of Iran," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 918-924.
    5. Muhammad N. Ashraf & Muhammad H. Mahmood & Muhammad Sultan & Redmond R. Shamshiri & Sobhy M. Ibrahim, 2021. "Investigation of Energy Consumption and Associated CO 2 Emissions for Wheat–Rice Crop Rotation Farming," Energies, MDPI, vol. 14(16), pages 1-18, August.
    6. Tian, Dong & Zhang, Min & Xiong, Chuqiao & Mu, Weisong & Feng, Jianying, 2019. "Measuring the energy consumption and energy efficiency in two-harvest-a-year grape cultivation," Energy, Elsevier, vol. 189(C).
    7. Singh, Pritpal & Singh, Gurdeep & Sodhi, G.P.S., 2019. "Energy auditing and optimization approach for improving energy efficiency of rice cultivation in south-western Punjab, India," Energy, Elsevier, vol. 174(C), pages 269-279.
    8. Torki-Harchegani, Mehdi & Ebrahimi, Rahim & Mahmoodi-Eshkaftaki, Mahmood, 2015. "Almond production in Iran: An analysis of energy use efficiency (2008–2011)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 217-224.
    9. Hemmati, Abolfazl & Tabatabaeefar, Ahmad & Rajabipour, Ali, 2013. "Comparison of energy flow and economic performance between flat land and sloping land olive orchards," Energy, Elsevier, vol. 61(C), pages 472-478.
    10. Morteza Zangeneh & Narges Banaeian & Sean Clark, 2021. "Meta-Analysis on Energy-Use Patterns of Cropping Systems in Iran," Sustainability, MDPI, vol. 13(7), pages 1-28, March.
    11. Kazemi, Hossein & Bourkheili, Saeid Hassanpour & Kamkar, Behnam & Soltani, Afshin & Gharanjic, Kambiz & Nazari, Noor Mohammad, 2016. "Estimation of greenhouse gas (GHG) emission and energy use efficiency (EUE) analysis in rainfed canola production (case study: Golestan province, Iran)," Energy, Elsevier, vol. 116(P1), pages 694-700.
    12. Rajaeifar, Mohammad Ali & Akram, Asadolah & Ghobadian, Barat & Rafiee, Shahin & Heidari, Mohammad Davoud, 2014. "Energy-economic life cycle assessment (LCA) and greenhouse gas emissions analysis of olive oil production in Iran," Energy, Elsevier, vol. 66(C), pages 139-149.
    13. Muhammad N. Ashraf & Muhammad H. Mahmood & Muhammad Sultan & Narges Banaeian & Muhammad Usman & Sobhy M. Ibrahim & Muhammad U. B. U. Butt & Muhammad Waseem & Imran Ali & Aamir Shakoor & Zahid M. Khan, 2020. "Investigation of Input and Output Energy for Wheat Production: A Comprehensive Study for Tehsil Mailsi (Pakistan)," Sustainability, MDPI, vol. 12(17), pages 1-22, August.
    14. Barut, Zeliha Bereket & Ertekin, Can & Karaagac, Hasan Ali, 2011. "Tillage effects on energy use for corn silage in Mediterranean Coastal of Turkey," Energy, Elsevier, vol. 36(9), pages 5466-5475.
    15. Unakıtan, Gökhan & Aydın, Başak, 2018. "A comparison of energy use efficiency and economic analysis of wheat and sunflower production in Turkey: A case study in Thrace Region," Energy, Elsevier, vol. 149(C), pages 279-285.
    16. Özgöz, Engin & Altuntaş, Ebubekir & Asiltürk, Murat, 2017. "Effects of soil tillage on energy use in potato farming in Central Anatolia of Turkey," Energy, Elsevier, vol. 141(C), pages 1517-1523.
    17. Mousavi-Avval, Seyed Hashem & Rafiee, Shahin & Jafari, Ali & Mohammadi, Ali, 2011. "Improving energy use efficiency of canola production using data envelopment analysis (DEA) approach," Energy, Elsevier, vol. 36(5), pages 2765-2772.
    18. Sara Ilahi & Yongchang Wu & Muhammad Ahsan Ali Raza & Wenshan Wei & Muhammad Imran & Lyankhua Bayasgalankhuu, 2019. "Optimization Approach for Improving Energy Efficiency and Evaluation of Greenhouse Gas Emission of Wheat Crop using Data Envelopment Analysis," Sustainability, MDPI, vol. 11(12), pages 1-16, June.
    19. Yongqiang Zhang & Hao Sun & Maosheng Ge & Hang Zhao & Yifan Hu & Changyue Cui & Zhibin Wu, 2023. "Difference in Energy Input and Output in Agricultural Production under Surface Irrigation and Water-Saving Irrigation: A Case Study of Kiwi Fruit in Shaanxi," Sustainability, MDPI, vol. 15(4), pages 1-18, February.
    20. Pishgar-Komleh, Seyyed Hassan & Omid, Mahmoud & Heidari, Mohammad Davoud, 2013. "On the study of energy use and GHG (greenhouse gas) emissions in greenhouse cucumber production in Yazd province," Energy, Elsevier, vol. 59(C), pages 63-71.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:10:y:2018:i:9:p:3248-:d:169234. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.