Abstract
Applying hydrological concepts, such as water footprint, economical water footprint, and virtual water trade is necassary to improve water resource management. This study considers the concepts of water footprint and economical water footprint to prioritize the cultivation of rain-fed and irrigated almonds in Iran during 2006–2016. The study results shows that the rain-fed average water footprint and economical water footprint are 9.2 m3kg−1 and 2.88 m3 per $, respectively, with 72% of the share being green water footprint, and 28% being grey. Irrigated almonds' water footprint and economical water footprint are 11.4 m3kg−1 and 5.16 m3 per $, with the share of green, blue, and grey water footprints being 19%, 71%, and 10%, respectively. The total Average water footprint (AWF) of almond production is 10167.3 MCM year−1, 80% being irrigated and 20% being rain-fed. About 9343 MCM year−1 of this amount is exported overseas as the virtual water trade. Increasing the yield of almonds in rainfed orchards improves the productivity of green water, and as a result, irrigated orchards will be reduced; therefore, the pressure on water resources will be reduced based on WF criteria. The results of this study demonstrate that due to water and soil limitations in Iran, the concepts of water footprint and economical water footprint provide useful information for the conservation and management of water resources in agriculture by combining local and regional data on water availability and scarcity.
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Ababaei B, Ramezani Etedali H (2017) Water footprint assessment of main cereals in Iran. Agric Water Manag 179:401–411
Abbasi N, Abbasi F (2016) Water efficiency in agriculture, challenges and prospects. J Water Sustain Dev 4(1):414
Abbasi N, Abbasi F (2020) Perspective of water resources and its consumption in Iran. Agricultural Engineering Research Institute (AERI), Tehran, Iran
Alcon F, Egea G, Nortes PA (2013) Financial feasibility of implementing regulated and sustained deficit irrigation in almond orchards. Irrig Sci 31:931–941. https://doi.org/10.1007/s00271-012-0369-6
Allan JA (1993) Fortunately there are substitutes for water otherwise our hydro-political futures would be impossible. Priorit Water Resour Allocation Manag 13(4):26
Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration-guidelines for computing crop water requirements-FAO Irrigation and drainage paper 56. Fao, Rome 300(9):D05109
Al-Muaini A, Sallam OM, Green S, Kennedy L, Kemp P, Clothier B (2019) The blue and grey water footprints of date production in the saline and hyper-arid deserts of United Arab Emirates. Irrig Sci 37(5):657–667
Arabi-Yazdi A, Alizadeh A, Mohamadian F (2009) Study on ecological water footprint in agricultural section of Iran. Water Soil. https://doi.org/10.22067/JSW.V0I0.2463
Arefinia A, Bozorg-Haddad O, Ahmadaali K, Zolghadr-Asli B, Loáiciga HA (2022) Cropping patterns based on virtual water content considering water and food security under climate change conditions. Nat Hazards 114:1–13
Aviso KB, Holaysan SAK, Promentilla MAB, Yu KDS, Tan RR (2018) A multi-region input-output model for optimizing virtual water trade flows in agricultural crop production. Manag Environ Qual Int J 29:63
Bazrafshan O, Moshizi GNZ (2018) The impacts of climate variability on spatiotemporal water footprint of tomato production in the hormozgan. J Water Soil 32(2):29–34 (In Persian with English Summary)
Bazrafshan O, Ramezani Etedali H, Moshizi GNZ, Shamili M (2019a) Virtual water trade and water footprint accounting of Saffron production in Iran. Agric Water Manag 213:368–374
Bazrafshan O, Zamani H, Etedali HR, Dehghanpir S (2019b) Assessment of citrus water footprint components and impact of climatic and non-climatic factors on them. Sci Hortic 250:344–351
Bazrafshan O, Zamani H, Etedali HR, Moshizi ZG, Shamili M, Ismaelpour Y, Gholami H (2020) Improving water management in date palms using economic value of water footprint and virtual water trade concepts in Iran. Agric Water Manag 229:105941
Bocchiola D (2015) Impact of potential climate change on crop yield and water footprint of rice in the Po valley of Italy. Agric Syst 139:223–237
Bocchiola D, Nana E, Soncini A (2013) Impact of climate change scenarios on crop yield and water footprint of maize in the Po valley of Italy. Agric Water Manag 116:50–61
Chakraei I, Safavi HR, Dandy GC, Golmohammadi MH (2021) Integrated simulation-optimization framework for water allocation based on sustainability of surface water and groundwater resources. J Water Resour Plan Manag 147(3):05021001
Chapagain AK Hoekstra AY (2004) Water footprints of nations
Chapagain AK, Hoekstra AY, Savenije HHG, Gautam R (2006) The water footprint of cotton consumption: an assessment of the impact of worldwide consumption of cotton products on the water resources in the cotton producing countries. Ecol Econ 60:186–203
Chen CY, Lapsley K, Blumberg J (2006) A nutrition and health perspective on almonds. J Sci Food Agric 86(14):2245–2250
Chenoweth J, Hadjikakou M, Zoumides C (2014) Quantifying the human impact on water resources: a critical review of the water footprint concept. Hydrol Earth Syst Sci 18(6):2325–2342
Chouchane H, Hoekstra AY, Krol MS, Mekonnen MM (2015) The water footprint of Tunisia from an economic perspective. Ecol Ind 52:311–319
Chouchane H, Krol MS, Hoekstra AY (2020) Changing global cropping patterns to minimize national blue water scarcity. Hydrol Earth Syst Sci 24(6):3015–3031
Crovella T, Paiano A, Lagioia G (2022) A meso-level water use assessment in the Mediterranean agriculture. Multiple applications of water footprint for some traditional crops. J Clean Prod 330:129886
FAO (2018) Food and Agriculture Organization of the United Nations. (http://www.faostat.fao.org). Accessed 20 April 2021
Fulton J, Norton M, Shilling F (2019) Water-indexed benefits and impacts of California almonds. Ecol Ind 96:711–717
Garrido A, Llamas MR, Varela-Ortega C, Novo P, Rodríguez-Casado R, Aldaya MM (2010) Water footprint and virtual water trade in Spain: policy implications. Springer Science & Business Media, Berlin
Hoekstra AY, Hung PQ (2003) Virtual water trade. In proceedings of the international expert meeting on virtual water trade (Vol. 12, pp. 1–244).
Hoekstra AY, Chapagain AK (2008) Globalization of water: sharing the planets freshwater resources. Blakwell Publishing, Oxford, UK
Hossain I, Imteaz MA, Khastagir A (2021) Water footprint: applying the water footprint assessment method to Australian agriculture. J Sci Food Agric 101(10):409–4098
Hosseinzad J, Namvar A, Hayati B, Pishbahar S (2014) Determination of crop pattern with emphasis on sustainable agriculture in the lands below the Alavian Dam and its Network. J Africulttainable Prod 24(2):41–54
INC (2018) International nuts and dreid fruits. Statistical year book, 2017/2018. INC, New York
IPRCIRI (2021) The Law of the Sixth Five-Year Program of Economic, Social and Cultural Development of the Islamic Republic of Iran (2016–2021) Approved on 12/14/2015. Islamic Parliament Research Center Of The Islamic Republic Of IRAN, 1Pp.
IRIMO (2016) Iran meteorological bulletin. Islamic Republic of Iran Meteorological Organization Press, No 319, Tehran ([In Persia])
IRIMO (2018) Iran meteorological bulletin. Islamic Republic of Iran Meteorological Organization Press, No 413, Tehran ([In Persia])
Jain AK (2010) Data clustering: 50 years beyond K-means. Pattern Recogn Lett 31(8):651–666
Karimi H, Karami G, Mousavi S (2019) Investigating of characteristic and contexts of agroforestry system development. Human Environ 17(2):79–90
Khoshkhui M, Grigorian V, Tafasoli E, Khalighi A (2015) Present state and suggestions for quantative amd qualitative nut crops in Iran. Strateg Res J Agric Sci Nat Resour 1(1):1–12
Kiani S, Malakouti MJ (2000) Effect of the method and tpe of fertilizer application on the yield and fruit quality of Mamaei Almond (Part 2). J Soil Water Sci 15(2):191–201
Lamastra L, Suciu NA, Novelli E, Trevisan M (2014) A new approach to assessing the water footprint of wine: an Italian case study. Sci Total Environ 490:748–756
Lu S, Bai X, Zhang J, Li J, Li W, Lin J (2022) Impact of virtual water export on water resource security associated with the energy and food bases in Northeast China. Technol Forecast Soc Chang 180:121635
Madani K (2014) Water management in Iran: what is causing the looming crisis? J Environ Stud Sci 4(4):315–328
Maroufpoor S, Bozorg-Haddad O, Maroufpoor E, Gerbens-Leenes PW, Loáiciga HA, Savic D, Singh VP (2021) Optimal virtual water flows for improved food security in water-scarce countries. Sci Rep 11(1):1–18
Mazraeh F, Amirnejad H, Nikouei A (2022) Application of integrated hydro-economic optimization model for water resources management of qarehsou river basin to wetland protection and food security. J Agric Econ Dev 36(1):17–35. https://doi.org/10.22067/jead.2022.70539.1049
Mekonnen MM, Hoekstra AY (2011) The green, blue and grey water footprint of crops and derived crop products. Hydrol Earth Syst Sci 15:1577–1600
Ministry of Agriculture- Jihad (MAJ) (2018) http://www.maj.ir/Portal/Home/Default.aspx?CategoryID=c5c8bb7b-ad9f-43dd-8502-cbb9e37fa2ce. Accessed 12 Feb 2022
Mitchell TD, Jones PD (2005) An improved method of constructing a database of monthly climate observations and associated high-resolution grids. In J climatol: J R Meteorol Soc 25(6):693–712
Mohammadi H, Sargazi A, Dehbashi V, Poudineh M (2015) Optimization of cropping pattern with an emphasis on social benefits in the rational exploitation of water (a case study of Fars province). J Environ Sci Technol 17(4):107–115
Mohammadrezapour O, Yoosefdoost I, Ebrahimi M (2019) Cuckoo optimization algorithm in optimal water allocation and crop planning under various weather conditions (case study: Qazvin plain, Iran). Neural Comput Appl 31(6):1879–1892
Mojtabavi SA, Shokoohi A, Ramezani Etedali H, Singh V (2018) Using regional virtual water trade and water footprint accounting for optimizing crop patterns to mitigate water crises in dry regions. Irrig Drain 67(2):295–305
Morillo JG, Díaz JAR, Camacho E, Montesinos P (2015) Linking water footprint accounting with irrigation management in high value crops. J Clean Prod 87:594–602
Nana E, Corbari C, Bocchiola D (2014) A model for crop yield and water footprint assessment: study of maize in the Po valley. Agric Syst 127:139–149
Ngo TT, Le NT, Hoang TM, Luong DH (2018) Water scarcity in Vietnam: a point of view on virtual water perspective. Water Resour Manag 32(11):3579–3593
Novoa V, Ahumada-Rudolph R, Rojas O, Sáez K, de la Barrera F, Arumí JL (2019) Understanding agricultural water footprint variability to improve water management in Chile. Sci Total Environ 670:188–199
Obuobie E, Keraita B, Danso G, Amoah P, Cofie OO, Raschid- Sally L, Drechsel P (2006) Irrigated urban vegetable production in Ghana: characteristics, benefits, and risk IWMIRUAF- CPWF. IWMI, Accra, Ghana, p 150
Ortiz-Rodriguez OO, Naranjo CA, Garcia-Caceres RG, Villamizar-Gallardo RA (2015) Water footprint assessment of the Colombian cocoa production. Revista Brasileira De Engenharia Agrícola e Ambiental 19(9):823–828
Perry C (2014) Water footprints: path to enlightenment, or false trail? Agr Water Manage 134:119–125
Rahemi A, Yadollahi A (2006) Rainfed almond orchards in Iran, ancient and new methods and the value of water harvesting techniques. Acta Hort 726:449–453
Ramezani Etedali H, Ahmadaali K, Gorgin F, Ababaei B (2019) Optimization of the cropping pattern of main cereals and improving water productivity: application of the water footprint concept. Irrig Drain 68(4):765–777
Rodriguez CI, Ruiz de Galarreta VA, Kruse EE (2015) Analysis of water footprint of potato production in the pampean region of Argentina. J Clean Prod 90:91–96
Salmoral G, Aldaya MM, Chico D, Garrido A, Llamas R (2011) The water footprint of olives and olive oil in Spain. Spaish J Agric Res 9(4):1089–1104
Sedghamiz A, Heidarpour M, Nikoo MR, Eslamian S (2018) A game theory approach for conjunctive use optimization model based on virtual water concept. Civil Eng J 4(6):1315–1325
Seyyed Abdolahi M, Alijani B, Azizi G, Asadian F (2020) The effect of climate change on almond phenology in and Bakhtiari province. J Nat Environ Hazards 8(22):41–58. https://doi.org/10.22111/jneh.2018.24286.1383
Shtull-Trauring E, Bernstein N (2018) Virtual water flows and water-footprint of agricultural crop production, import and export: a case study for Israel. Sci Total Environ 622:1438–1447
Statistical Centre of Iran (SCI) (2017) https://www.amar.org.ir/english
Sun SK, Wu PT, Wang YB, Zhao XN (2012) Impacts of climate change on water footprint of spring wheat production: the case of an irrigation district in China. Spaish J Agric Res 10(4):1176–1187
Taghizadeh S, Navid H, Fellegari R, Fakheri Fard A (2013) Changing of optimum cropping pattern analysis considering risk factor and new limitations of kurdistan regional water company (Case study: 200 Hectares of Farm Area in Dehgolan Field. J Africulttainable Prod 23(1):71–84
Teimouri F, Bazrafshan O (2017) Analysis of temporal distribution of rainfall in Iran over the past four decades. Geogr Dev Iran J 15(48):171–188. https://doi.org/10.22111/gdij.2017.3367
U.S. Environmental Protection Agency (EPA). (2017) Water quality standards handbook: chapter 3: water quality criteria. EPA-823-B-17-001. EPA office of water. Office of science and technology, Washington, DC. https://www.epa.gov/sites/production/files/2014-10/documents/handbook-chapter3.pdf. Accessed Nov 2018
Wahba SM, Scott K, Steinberger JK (2018) Analyzing Egypt’s water footprint based on trade balance and expenditure inequality. J Clean Prod 198:1526–1535
Wang X, Li X, Fischer G, Sun L, Tan M, Xin L, Liang Z (2015) Impact of the changing area sown to winter wheat on crop water footprint in the North China Plain. Ecol Ind 57:100–109
Wang F, Wang S, Li Z, You H, Aviso KB, Tan RR, Jia X (2019) Water footprint sustainability assessment for the chemical sector at the regional level. Resour Conserv Recycl 142:69–77
Wichelns D (2011) Virtual water and water footprints. Compelling notions, but notably flawed. GAIA Ecol Perspect Sci Soc 20(3):171–175
Xinchun C, Mengyang W, Rui Sh, Lu Zh, Dan Ch, Guangcheng Sh, Xiangping G, Weiguang W, Shuhai T (2018) Water footprint assessment for crop production based on field measurements: a case study of irrigated paddy rice in East China. Sci Total Environ 610–611:84–93
Yargholi B, Azarneshan S (2014) Long-term effects of pesticides and chemical fertilizers usage on some soil properties and accumulation of heavy metals in the soil (case study of Moghan plain’s (Iran) irrigation and drainage network). Int J Agri Crop Sci 7(8):518
Yazdani S, Eshraghi R, Poursaeed B (2005) The economic analysis of almond production in ChaharMahal Bakhtiari Province. J Agric Sci 1(1):1–12
Yazdani S, Ramezani M, Ghasemi A, Ghaem-Maghami S (2019) Analysis of factors affecting the reduction in fertilizer use to achieve sustainable saffron production (case study: Gonabad County). Iran J Agric Econ Dev Res 50(3):421–435 (in Persian with English abstract)
Ye M, Wang Z, Lan X, Yuen PC (2018). Visible thermal person re-identification via dual-constrained top-ranking. In IJCAI 1:2
Yoo SH, Choi JY, Lee SH, Taegon K (2014) Estimating water footprint of paddy rice in Korea. Paddy Water Enviro 12(1):43–54
Zhang Y, Chen Y, Huang M (2018) Water footprint and virtual water accounting for China using a multi-regional input-output model. Water 11(1):34
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Bazrafshan, O., Vafaei, K., Ramezani Etedali, H. et al. Economic analysis of water footprint for water management of rain-fed and irrigated almonds in Iran. Irrig Sci 42, 115–133 (2024). https://doi.org/10.1007/s00271-023-00861-y
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DOI: https://doi.org/10.1007/s00271-023-00861-y