IDEAS home Printed from https://ideas.repec.org/a/spr/climat/v139y2016i2d10.1007_s10584-016-1784-0.html
   My bibliography  Save this article

The direct and indirect effect of climate change on citrus production in Tunisia: a macro and micro spatial analysis

Author

Listed:
  • Oussama Zouabi

    (University of Tunis El Manar
    University of Toulon)

  • Mohamed Kadria

    (University of Tunis El Manar)

Abstract

In this study, we tried to show the direct and indirect effect of precipitation and temperature on the production of citrus in Tunisia of a governorate i and the neighboring governorates. To do this, we used a new original analysis of spatial econometrics to take into account in an efficient and finely manner the spatial effects, individual and temporal effects of the spatial autocorrelation. This analysis was done on the basis of global spatial autocorrelation test and the spatial autoregressive model (SAR) as well as the spatial Durbin model (SDM). It appears from our results that the available water in the groundwater table of the governorate i can be an effective solution for the farmer who resides there provided that the means are implemented so that he can benefit. Our robustness results based on the cointegration dynamic panel data, also shows the effect of temperature via the hydric resources of the governorate i and that the neighboring governorates represent a negative spillover effect.

Suggested Citation

  • Oussama Zouabi & Mohamed Kadria, 2016. "The direct and indirect effect of climate change on citrus production in Tunisia: a macro and micro spatial analysis," Climatic Change, Springer, vol. 139(2), pages 307-324, November.
  • Handle: RePEc:spr:climat:v:139:y:2016:i:2:d:10.1007_s10584-016-1784-0
    DOI: 10.1007/s10584-016-1784-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10584-016-1784-0
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10584-016-1784-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Elhorst, J. Paul, 2010. "Dynamic panels with endogenous interaction effects when T is small," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 272-282, September.
    2. Marian Weber & Grant Hauer, 2003. "A Regional Analysis of Climate Change Impacts on Canadian Agriculture," Canadian Public Policy, University of Toronto Press, vol. 29(2), pages 163-179, June.
    3. Jorg Breitung, 2005. "A Parametric approach to the Estimation of Cointegration Vectors in Panel Data," Econometric Reviews, Taylor & Francis Journals, vol. 24(2), pages 151-173.
    4. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    5. Christophe Hurlin & Valérie Mignon, 2005. "Une synthèse des tests de racine unitaire sur données de panel," Economie & Prévision, La Documentation Française, vol. 0(3), pages 253-294.
    6. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    7. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    8. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    9. Michelle J. Reinsborough, 2003. "A Ricardian model of climate change in Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 36(1), pages 21-40, March.
    10. Molua, Ernest L., 2008. "Turning up the heat on African agriculture: The impact of climate change on Cameroon’s agriculture," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 2(1), pages 1-20, March.
    11. Lee, Jaehyuk & Nadolnyak, Denis A. & Hartarska, Valentina M., 2012. "Impact of Climate Change on Agricultural Production in Asian Countries: Evidence from Panel Study," 2012 Annual Meeting, February 4-7, 2012, Birmingham, Alabama 119808, Southern Agricultural Economics Association.
    12. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    13. Luc Anselin & Rodolfo Bongiovanni & Jess Lowenberg-DeBoer, 2004. "A Spatial Econometric Approach to the Economics of Site-Specific Nitrogen Management in Corn Production," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(3), pages 675-687.
    14. Michelle J. Reinsborough, 2003. "A Ricardian model of climate change in Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 36(1), pages 21-40, February.
    15. Nidhaleddine Ben Cheikh & Younes Ben Zaied, 2015. "Long-run versus short-run analysis of climate change impacts on agricultural crops," Post-Print hal-01549800, HAL.
    16. Olivier Deschênes & Michael Greenstone, 2012. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather: Reply," American Economic Review, American Economic Association, vol. 102(7), pages 3761-3773, December.
    17. Wang, Jinxia & Mendelsohn, Robert & Dinar, Ariel & Huang, Jikun & Rozelle, Scott & Zhang, Lijuan, 2008. "Can China continue feeding itself ? the impact of climate change on agriculture," Policy Research Working Paper Series 4470, The World Bank.
    18. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    19. Breitung, Jorg, 2002. "Nonparametric tests for unit roots and cointegration," Journal of Econometrics, Elsevier, vol. 108(2), pages 343-363, June.
    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. Sarah Ann Wheeler & Ying Xu & Alec Zuo, 2020. "Modelling the climate, water and socio-economic drivers of farmer exit in the Murray-Darling Basin," Climatic Change, Springer, vol. 158(3), pages 551-574, February.
    2. Hasibuan, Abdul Muis & Gregg, Daniel & Stringer, Randy, 2020. "Accounting for diverse risk attitudes in measures of risk perceptions: A case study of climate change risk for small-scale citrus farmers in Indonesia," Land Use Policy, Elsevier, vol. 95(C).
    3. Giuseppe Antonio Catalano & Provvidenza Rita D’Urso & Federico Maci & Claudia Arcidiacono, 2023. "Influence of Parameters in SDM Application on Citrus Presence in Mediterranean Area," Sustainability, MDPI, vol. 15(9), pages 1-20, May.

    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. Breitung, Jörg & Pesaran, Mohammad Hashem, 2005. "Unit roots and cointegration in panels," Discussion Paper Series 1: Economic Studies 2005,42, Deutsche Bundesbank.
    2. Sven Blank & Claudia M Buch, 2007. "International bank portfolios: short- and long-run responses to the business cycle," CGFS Papers chapters, in: Bank for International Settlements (ed.), Research on global financial stability: the use of BIS international financial statistics, volume 29, pages 128-155, Bank for International Settlements.
    3. Zouabi, Oussama & Kahia, Montassar, 2014. "The direct effect of climate change on the cereal production in Tunisia: A micro-spatial analysis," MPRA Paper 64441, University Library of Munich, Germany.
    4. António Afonso & Christophe Rault, 2010. "What do we really know about fiscal sustainability in the EU? A panel data diagnostic," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(4), pages 731-755, January.
    5. Robertson, Raymond & Kumar, Anil & Dutkowsky, Donald H., 2014. "Weak-form and strong-form purchasing power parity between the US and Mexico: A panel cointegration investigation," Journal of Macroeconomics, Elsevier, vol. 42(C), pages 241-262.
    6. Nizar Harrathi & Ahmed Almohaimeed, 2022. "Determinants of Carbon Dioxide Emissions: New Empirical Evidence from MENA Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 12(1), pages 469-482.
    7. Betty Daniel & Christos Shiamptanis, 2008. "Fiscal Policy in the European Monetary Union," Discussion Papers 08-11, University at Albany, SUNY, Department of Economics.
    8. In Choi, 2012. "Panel Cointegration," Working Papers 1208, Nam Duck-Woo Economic Research Institute, Sogang University (Former Research Institute for Market Economy).
    9. Abdilahi Ali & Baris Alpaslan, 2013. "Do Migrant Remittances Complement Domestic Investment? New Evidence from Panel Cointegration," Economics Discussion Paper Series 1308, Economics, The University of Manchester.
    10. Chukiat Chaiboonsri & Prasert Chaitip & N. Rangaswamy, 2008. "A Panel Unit Root and Panel Cointegration Test of the Modeling International Tourism Demand in India," Annals of the University of Petrosani, Economics, University of Petrosani, Romania, vol. 8(1), pages 95-124.
    11. Bodart, V. & Candelon, B. & Carpantier, J.-F., 2012. "Real exchanges rates in commodity producing countries: A reappraisal," Journal of International Money and Finance, Elsevier, vol. 31(6), pages 1482-1502.
    12. Peter J. Morgan & Long Q. Trinh, 2017. "Fiscal decentralization and local budget deficits in Viet Nam: an empirical analysis," Chapters, in: Naoyuki Yoshino & Peter J. Morgan (ed.), Central and Local Government Relations in Asia, chapter 10, pages 333-368, Edward Elgar Publishing.
    13. Ömer Yalçınkaya & İbrahim Hüseyni & Ali Kemal Çelik, 2017. "The Impact of Total Factor Productivity on Economic Growth for Developed and Emerging Countries: A Second-generation Panel Data Analysis," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 11(4), pages 404-417, November.
    14. Magali Dauvin, 2013. "Energy prices and the real exchange rate of commodity-exporting countries," EconomiX Working Papers 2013-33, University of Paris Nanterre, EconomiX.
    15. Abdilahi Ali & Baris Alpaslan, 2017. "Is There an Investment Motive Behind Remittances? Evidence From Panel Cointegration," Journal of Developing Areas, Tennessee State University, College of Business, vol. 51(1), pages 63-82, January-M.
    16. Bui Hoang Ngoc, 2022. "Do Tourism Development and Globalization Reinforce Ecological Footprint? Evidence From RCEP Countries," SAGE Open, , vol. 12(4), pages 21582440221, December.
    17. Ortiz, Cristian & Alvarado, Rafael & Salinas, Aldo, 2019. "The effect of military spending on output: New evidence at the global and country group levels using panel data cointegration techniques," Economic Analysis and Policy, Elsevier, vol. 62(C), pages 402-414.
    18. Greenidge, Kevin & Drakes, Lisa & Craigwell, Roland, 2010. "The external public debt in the Caribbean Community," Journal of Policy Modeling, Elsevier, vol. 32(3), pages 418-431, May.
    19. Dreger, C. & Reimers, H.E., 2005. "Health Care Expenditures in OECD Countries: A Panel Unit Root and Cointegration Analysis," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 2(2), pages 5-20.
    20. Fantazzini , Dean, 2009. "Econometric Analysis of Financial Data in Risk Management," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 14(2), pages 100-127.

    More about this item

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q10 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - General
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models

    Statistics

    Access and download statistics

    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:spr:climat:v:139:y:2016:i:2:d:10.1007_s10584-016-1784-0. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.