Abstract
There are many advantages of geothermal energy, as an environmental friend resource. This heat radiation emanating from beneath the earth’s surface presents man with good opportunities to harness it and makes a good level of agricultural food production and its processing in the EU region. The primary objective of this research is to examine the impact of geothermal energy on agri-food supply among the 27 European countries (EU27), within the time frame 1990 to 2021. The study adopted the autoregressive distributed lag (ARDL), and the findings from this study revealed that agri-food supply can increase significantly among the 13 European countries (EU13 emerging economies), leveraging on geothermal energy and economic growth variables than in the EU14 emerged economies. Furthermore, the outcome of this study showed that there could be a significant decrease in the food products coming from agricultural practices among the 13 European countries (EU13 emerging economies), due to an ineffective population density than in EU14 emerged economies. Furthermore, fossil fuel and institutional quality contribute more positively to the agri-food supply in the EU14 emerged economies than in the EU13 emerging economies. This results in an outcome that means that the agri-food supply among the EU13 emerging economies could be greatly boosted by replacing fossil fuel consumption with geothermal energy, and this facilitates the attainment of the European energy goals by the year 2030. Substituting fossil fuels with geothermal will also assist in minimizing the risks of environmental pollution and climate change. All projected calculations were seen as valid in this study, and this was confirmed by the three estimators adopted which are the pooled mean group, the mean group, and the dynamic fixed effect. This study, therefore, recommends that the 27 European countries should lay more emphasis on geothermal energy production as this will help in ensuring food security in the region. Policymakers and other government authorities as well as local and foreign investors should make more investments in geothermal energy resources as this study has proven that this will lead to agri-food security and sustainability. Not only this, it will as well curb the incidence of climate change and environmental pollution.
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References
Abdlaziz RA, Naseem NAM and Slesman L (2021) Oil revenue and agriculture value-added in oil-exporting countries: does the role of real exchange rate matter? Int J Energy Sector Manag. https://doi.org/10.1108/IJESM-11-2020-0006
Adebayo TS, Akinsola GD, Kirikkaleli D et al (2021) Economic performance of Indonesia amidst CO2 emissions and agriculture: a time series analysis. Environ Sci Pollut Res 28:47942–47956. https://doi.org/10.1007/s11356-021-13992-6
Agboola MO, Bekun FV, Osundina OA, Kirikkaleli D (2020) Revisiting the economic growth and agriculture nexus in Nigeria: evidence from asymmetric cointegration and frequency domain causality approaches. J Public Aff 2020:e2271. https://doi.org/10.1002/pa.2271
Al-Douri Y, Waheeb S, Johan MR (2019) Exploiting of geothermal energy reserve and potential in Saudi Arabia: a case study at Ain Al Harrah. Energy Rep 5:632–638. https://doi.org/10.1016/j.egyr.2019.05.005
Alsaleh M, Abdul-Rahim AS (2021) An evaluation of bioenergy industry sustainability impacts on forest degradation: evidence from European Union economies. Environ Dev Sustain. https://doi.org/10.1007/s10668-021-01505-x
Alsaleh M, Abdul-Rahim AS, Zubair AO (2021a) Impacts of bioenergy sustainable growth on food security in EU28 region: an empirical analysis. Environ Dev Sustain. https://doi.org/10.1007/s10668-021-01393-1
Alsaleh M, Abdulwakil MM, Abdul-Rahim AS (2021b) Land-use change impacts from sustainable hydropower production in EU28 region: an empirical analysis. Sustainability 13(9):4599. https://doi.org/10.3390/su13094599
Amoatey P, Chen M, Al-Maktoumi A (2021) A review of geothermal energy status and potentials in Middle-East countries. Arab J Geosci 14:245. https://doi.org/10.1007/s12517-021-06648-9
Ananno AA, Masud MH, Dabnichki P, Ahmed A (2020) Design and numerical analysis of a hybrid geothermal PCM flat plate solar collector dryer for developing countries. Sol Energy 196:270–286. https://doi.org/10.1016/j.solener.2019.11.069
Aydogan B, Vardar G (2020) Evaluating the role of renewable energy, economic growth and agriculture on CO2 emission in E7 countries. Int J Sustain Energ 39(4):335–348. https://doi.org/10.1080/14786451.2019.1686380
Begum RA, Sohag K, Abdullah SMS, Jaafar M (2015) CO2 emissions, energy consumption, economic and population growth in Malaysia. Renew Sustain Energy Rev 41:594–601. https://doi.org/10.1016/j.rser.2014.07.205
Boedijn A, Tsafaras I, van den Ven R, Espinal CA, Thorarinsdottir R, Turnšek M, Baeza E (2020) Modelling and dimensioning of circular food production systems fed by geothermal energy: aquaponics. Acta Horticulturae 1268:59–64. https://doi.org/10.17660/ActaHortic.2020.1268.8
Boqiang Lin B, Raza MY (2021) Fuels substitution possibilities and the technical progress in Pakistan’s agriculture sector. J Clean Prod 314:128021. https://doi.org/10.1016/j.jclepro.2021.128021
Campbell JY and Perron P (1991) Pitfall and opportunities: what macroeconomists should know about unit roots. In Technical Working Paper 100, NBER Working Paper Series, vol 6. National Bureau Economic Research, Cambridge, MA. http://www.nber.org/papers/t0100.pdf
Chandio A, Shah M, Sethi N, Mushtaq Z (2021) Assessing the effect of climate change and financial development on agricultural production in ASEAN-4: the role of renewable energy, institutional quality and human capital as moderators. Environ Sci Pollut Res 29(9):13211–13225. https://doi.org/10.21203/rs.3.rs-760373/v1
Chandrasekharam D (2021) Geothermal energy for food and water security for Yemen: a review. Arab J Geosci 14:253. https://doi.org/10.1007/s12517-021-06668-5
Chandrasekharam D, Lashin A, Al Arifi N et al (2019) Geothermal energy for desalination to secure food security: case study in Djibouti. Energy, Sustain Soc 9:24. https://doi.org/10.1186/s13705-019-0206-3
Chen J, Huang Y (2013) The study of the relationship between carbon dioxide (CO2) emission and economic growth. J Int Global Econ Stud 6:45–61. https://doi.org/10.1007/s11135-011-9594-y
Duggal R, Burnell J, Hinkley J, Rayudu R (2021) Energy extraction from low-temperature geothermal resources in hydrocarbon fields of Taranaki region. Open Access Te Herenga Waka-Victoria University of Wellington. Conf Contrib. https://doi.org/10.25455/wgtn.15598536.v1
Eurostat (2021) The 2022 EU agricultural outlook conference. https://ec.europa.eu/eurostat/data. Accessed 06/04/2022
FAO (2021) FAO publications catalogue 2021: April. Rome. https://doi.org/10.4060/cb4402en
Giller K (2020) The Food Security Conundrum of sub-Saharan Africa. Global Food Secur 26:100431. https://doi.org/10.1016/j.gfs.2020.100431
Guangul FM, Chala GT (2021) Geothermal power potential in Ethiopia. In: Sulaiman SA (ed) Clean energy opportunities in tropical countries. Green Energy and Technology. Springer, Singapore, VI, p 326. https://doi.org/10.1007/978-981-15-9140-2_10
Hadibi T, Boubekri A, Mennouche D, Benhamza A, Kumar A (2021) Economic analysis and drying kinetics of a geothermal-assisted solar dryer for tomato paste drying. J Sci Food Agric. https://doi.org/10.1002/jsfa.11326
Hau L, Zhu H, Huang R, Ma X (2020) Heterogeneous dependence between crude oil price volatility and China’s agriculture commodity futures: evidence from quantile-on-quantile regression. Energy 213:118781. https://doi.org/10.1016/j.energy.2020.118781
Hausman JA (1978) Specification tests in econometrics. Econometrica 46(6):1251–1271. https://doi.org/10.2307/1913827
Im KS, Pesaran M, Shin Y (1997) Testing for unit roots in heterogeneous panels. J Econ 115:53–74. https://doi.org/10.1016/S0304-4076(03)00092-7
James G, Witten D, Hastie T, Tibshirani R (2017) An introduction to statistical learning (8th ed). Springer Science and Business Media New York. ISBN 978–1–4614–7138–7. https://doi.org/10.1007/978-1-4614-7138-7
Jensen DR, Ramirez DE (2013) Revision: variance inflation in regression. Adv Decis Sci 2013:15. https://doi.org/10.1155/2013/671204
Kang SH, Tiwari AK, Albulescu CT, Yoon SM (2019) Exploring the time-frequency connectedness and network among crude oil and agriculture commodities V1. Energy Econ 84:104543. https://doi.org/10.1016/j.eneco.2019.104543
Khalid M, Iqbal D, Aderounmu B, Onabote A, Osabohien R, Ashraf J, Yao-Ping M (2021) Social inclusion, innovation and food security in West Africa. Sustainability. 13(5):2619. https://doi.org/10.3390/su13052619
Kombe E, Muguthu J (2018) Geothermal energy development in East Africa: barriers and strategies. J Energy Resour Rev 2(1):1–6. https://doi.org/10.9734/jenrr/2019/v2i129722
Korobeynikov DA, Ivanova NV, Ovchinnikov MA, Kolpakova EA, Tokarev KE (2020) Modeling and typologization of rural areas by the level of agricultural production development and the population density farms. IOP Conf Ser: Mater Sci Eng 862(4):2020. https://doi.org/10.1088/1757-899X/862/4/042008
Kwakwa P (2019) Towards sustainable energy: what have natural resource extraction, political regime and urbanization got to do with it? Economics 3(2):44–57. https://doi.org/10.22109/JEMT.2019.152097.1132
Lebbihiat N, Atia A, Arıcı M, Meneceur N (2021) Geothermal energy use in Algeria: a review on the current status compared to the worldwide, utilization opportunities and countermeasures. J Clean Prod 302:126950. https://doi.org/10.1016/j.jclepro.2021.126950
Levin A, Lin C-F, Chu C-SJ (2002) Unit root test in panel data: asymptotic and finite-sample properties. J Econ 108:1–24. https://doi.org/10.1016/S0304-4076(01)00098-7
Li Z, Shao S, Shi X, Sun Y, Zhang X (2019) Structural transformation of manufacturing, natural resource dependence, and carbon emissions reduction: evidence of a threshold effect from China. J Clean Prod 206:920–927. https://doi.org/10.1016/j.jclepro.2018.09.241
Li K, Liu C, Jiang S, Chen Y (2020) Review on hybrid geothermal and solar power systems. J Clean Prod 250:119481. https://doi.org/10.1016/j.jclepro.2019.119481
Li Q, Cherian J, Shabbir MS, Sial MS, Li J, Mester I, Badulescu A (2021) Exploring the relationship between renewable energy sources and economic growth. Case SAARC Countries Energies 14(3):520. https://doi.org/10.3390/en14030520
Local co-production and food insecurity: leveraging institutional advantages of partner organisations. Asia Pac J Public Adm1945469.https://doi.org/10.1080/23276665.2021.1945469
Maaoui M, Boukchina R, Hajjaji N (2021) Environmental life cycle assessment of Mediterranean tomato: case study of a Tunisian soilless geothermal multi-tunnel greenhouse. Environ Dev Sustain 23:1242–1263. https://doi.org/10.1007/s10668-020-00618-z
Martanto R, Handayani R (2020) Classification of sustainable food agricultural land for food security in Bali, Indonesia. J Talent Dev Excellence 12(2):2020
Miocic J (2021) Shallow geothermal energy potential of south-west Germany. EGU General Assembly Conference Abstracts. https://ui.adsabs.harvard.edu/abs/2021EGUGA..2310010M. Accessed 25 Jan 2022
Movilla-Pateiro L, Mahou-Lago XM, Doval MI, Simal-Gandara J (2021) Toward a sustainable metric and indicators for the goal of sustainability in agricultural and food production. Crit Rev Food Sci Nutr 61(7):1108–1129. https://doi.org/10.1080/10408398.2020.1754161
Naqvi AA, Rehm M (2014) A multi-agent model of a low income economy: simulating the distributional effects of natural disasters. J Econ Interact Coord 9:275–309. https://doi.org/10.1007/s11403-014-0137-1
Ndoli A, Mukuralinda A, Schut AGT et al (2021) On-farm trees are a safety net for the poorest households rather than a major contributor to food security in Rwanda. Food Sec. 13:685–699. https://doi.org/10.1007/s12571-020-01138-4
Oakleaf JR, Kennedy CM, Baruch-Mordo S et al (2019) Mapping global development potential for renewable energy, fossil fuels, mining and agriculture sectors. Scientific Data 6:101. https://doi.org/10.1038/s41597-019-0084-8
Orhan A, Adebayo TS, Genç SY, Kirikkaleli DI (2021) Investigating the linkage between economic growth and environmental sustainability in India: do agriculture and trade openness matter? Sustainability. 13(9):4753. https://doi.org/10.3390/su13094753
Pakrooh P, Nematian J, Pishbahar E, Hayati B (2021) Reforming energy prices to achieve sustainable energy consumption in the agriculture sector of Iran’s provinces: using game approach. J Clean Prod 293:126146. https://doi.org/10.1016/j.jclepro.2021.126146
Pesaran MH, Smith R (1995) Estimating long-run relationships from dynamic heterogeneous panels. J Econ 68(1):79–113. https://doi.org/10.1016/0304-4076(94)01644-F
Pesaran MH, Shin Y, Smith RP (1999) Pooled mean group estimation of dynamic heterogeneous panels. Am Stat Assoc 446(94):621–634. https://doi.org/10.1080/01621459.1999.10474156
Ramirez MD (2006). A panel unit root and panel cointegration test of the complementarity hypothesis in the Mexican case, 1960–2001. Center Discussion Papers 28402, Yale University, Economic Growth Center, p 29. https://ssrn.com/abstract=924384
Rawlings O, Pantula G, Dickey A (1998) Applied regression analysis a research tool. Springer, New York, pp 372–373. https://doi.org/10.1007/b98890 (ISBN 0387227539 OCLC 54851769)
Ridzuan N, Marwan N, Khalid N, Ali M, Tseng M (2020) Effects of agriculture, renewable energy, and economic growth on carbon dioxide emissions: evidence of the environmental Kuznets curve. Resour Conserv Recycl 160:104879. https://doi.org/10.1016/j.resconrec.2020.104879
Samatya S, Köseoğlu P, Kabay N, Tuncel A, Yüksel M (2015) Utilization of geothermal water as irrigation water after boron removal by monodisperse nanoporous polymers containing NMDG in sorption-ultrafiltration hybrid process. Desalination 364:62–67. https://doi.org/10.1016/j.desal.2015.02.030
Shaari MS, Abdul Karim Z, Zainol-Abidin N (2020) The effects of energy consumption and national output on CO2 emissions: new evidence from OIC countries using a panel ARDL analysis. Sustainability 12:3312. https://doi.org/10.3390/su12083312
Shah M, Sircar A, Varsada R, Vaishnani S, Savaliya U, Faldu M, Vaidya D, Bhattacharya P (2019) Assessment of geothermal water quality for industrial and irrigation purposes in the Unai geothermal field, Gujarat, India. Groundw Sustain Dev. https://doi.org/10.1016/j.gsd.2018.08.006
Shi P, Feng Z, Gao H, Li P, Zhang X, Zhu T, Li Z, Xu G et al (2020) Has grain for green threaten food security on the loess plateau of China? Ecosyst Health Sustain 6:1. https://doi.org/10.1080/20964129.2019.1709560
Soltani M, MoradiKashkooli F, Souri M, Rafiei B, Jabarifar M, Gharali K, Nathwani JS (2021) Environmental, economic, and social impacts of geothermal energy systems. Renew Sustain Energy Rev 140:110750. https://doi.org/10.1016/j.rser.2021.110750
Soltani M, Kashkooli FM, Fini MA, Gharapetian D, Nathwani J, Dusseault MB (2022) A review of nanotechnology fluid applications in geothermal energy systems. Renew Sustain Energy Rev 167(3):112729. https://doi.org/10.1016/j.rser.2022.112729
Surya B, Saleh H, Hamsina H, Idris M, Ahmad DN (2020) Rural agribusiness-based agripolitan area development and environmental management sustainability: regional economic growth perspectives. Int J Energy Econ Policy 11:142–157. https://doi.org/10.32479/ijeep.10184
Talbi B (2017) CO2 emissions reduction in the road transport sector in Tunisia. Renew Sustain Energy Rev 69:232–238. https://doi.org/10.1016/j.rser.2016.11.208
The World Bank, World Development Indicators (2021) Food security, Atlas method. Retrieved from http://data.worldbank.org/indicator/NY.GNP.PCAP.CD. Accessed 23 May 2022
Thorarinsdottir R, Unnthorsson R (2018) Direct use of geothermal resources for circular food production. Proceedings 2(8):497. https://doi.org/10.3390/ICEM18-05405
Xiao L, Liu J, Ge J (2021) Dynamic game in agriculture and industry cross-sectoral water pollution governance in developing countries. Agric Water Manag 243:106417. https://doi.org/10.1016/j.agwat.2020.106417
Yeh JC, Liao CH (2017) Impact of population and economic growth on carbon emissions in Taiwan using an analytic tool STIRPAT. Sustain Environ Res 27:41–48. https://doi.org/10.1016/j.serj.2016.10.001
Yener D, Ozgener O, Ozgener L (2017) Prediction of soil temperatures for shallow geothermal applications in Turkey. Renew Sustain Energy Rev 70(C):71–77. https://doi.org/10.1016/j.rser.2016.11.065 (Elsevier)
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M.A. gathered the data and estimated the panel cointegration model and the competitive advantage of the external factors on the bioenergy and water security in the EU28 region; A.S.A.-R. presented the EU28’s water security and bioenergy industry and put together all the numerical results; M.A. contributed with conclusions and recommendations as well as with the limitations of the study and further research; M.A. conducted the literature review, and A.S.A.-R. was responsible for the overall writing process.
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Alsaleh, M., Abdul-Rahim, A.S. Unveiling the impacts of geothermal energy growth on food security in EU27 region: an empirical analysis. Environ Sci Pollut Res 30, 24654–24671 (2023). https://doi.org/10.1007/s11356-022-23769-0
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DOI: https://doi.org/10.1007/s11356-022-23769-0