Skip to main content
Erschienen in: Water Resources Management 11/2012

01.09.2012

Investment in Irrigation Systems under Precipitation Uncertainty

verfasst von: Christine Heumesser, Sabine Fuss, Jana Szolgayová, Franziska Strauss, Erwin Schmid

Erschienen in: Water Resources Management | Ausgabe 11/2012

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Efficient agricultural water management is indispensable in meeting future food demands. The European Water Framework Directive promotes several measures such as the adoption of adequate water pricing mechanisms or the promotion of water-saving irrigation technologies. We apply a stochastic dynamic programming model (SDPM) to analyze a farmer’s optimal investment strategy to adopt a water-efficient drip irrigation system or a sprinkler irrigation system under uncertainty about future production conditions, i.e. about future precipitation patterns. We assess the optimal timing to invest into either irrigation system in the planning period 2010 to 2040. We then investigate how alternative policies, (a) irrigation water pricing, and (b) equipment subsidies for drip irrigation, affect the investment strategy. We perform the analysis for the semi-arid agricultural production region Marchfeld in Austria, and use data from the bio-physical process simulation model EPIC (Environmental Policy Integrated Climate) which takes into account site and management related characteristics as well as weather parameters from a statistical climate change model. We find that investment in drip irrigation is unlikely unless subsidies for equipment cost are granted. Also water prices do not increase the probability to adopt a drip irrigation system, but rather delay the timing to invest into either irrigation system.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Fußnoten
1
Due to the complex geological genesis of the Vienna Basin, about 312 soil types can be differentiated in Marchfeld (Anonymous 1972). These have been grouped into five soil clusters, according to the amount of total available soil water capacity in 1.2 cm soil depth and humus content in the topsoil (BFW 2009).
 
2
In this section, profits for an irrigation system are calculated for the case that the irrigation system is switched on. This implies that it is used optimally throughout the year. Optimal use is determined endogenously by the EPIC model (cp. section 2.2.).
 
3
We use mean commodity prices in our analysis as we concentrate on the effects of weather uncertainty on crop yields and consequently profits, and not market uncertainty. OECD-FAO (2011) suggests that agricultural commodity prices are likely to remain higher during the next 10 years compared to the previous decade with a risk of upside price volatility. The authors also state that yield induced fluctuations in production have been a prime source of international price volatility. They suggest that weather-induced variations in crop yields could become an even more critical driver of price volatility in the future. To account for a higher level of prices, we use average commodity prices of the years 2005–2009 (Statistics Austria), in which the price hike of the year 2008 is accounted for.
 
4
Although the production of corn results in relatively high dry matter crop yields on both soil types, it yields relatively low average profits compared to, for instance, carrots production which has a relatively low dry matter crop yield but yields high average profits. Amongst others, this difference in profits can be explained by varying revenues, a product of fresh matter crop yields and commodity prices. Corn has a low dry to fresh-matter conversion coefficient of 1.17 and a relatively low average commodity price of 121.8 €/t. In contrast, dry to fresh matter crop yields of carrot production are converted by a factor of 8.3 and subject to commodity prices of 236 €/t.
 
Literatur
Zurück zum Zitat Alcamo J, Moreno JM, Nováky B, Bindi M, Corobov R, Devoy RJN, Giannakopoulos C, Martin E, Olesen JE, Shvidenko A (2007) Europe. Climate change 2007: impacts, adaptation and vulnerability. In: Parry ML, Canziani OF, Palutikof JP, van der Linden PJ, Hanson CE (eds) Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, pp 541–580 Alcamo J, Moreno JM, Nováky B, Bindi M, Corobov R, Devoy RJN, Giannakopoulos C, Martin E, Olesen JE, Shvidenko A (2007) Europe. Climate change 2007: impacts, adaptation and vulnerability. In: Parry ML, Canziani OF, Palutikof JP, van der Linden PJ, Hanson CE (eds) Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, pp 541–580
Zurück zum Zitat Anonymous (1972) Bodenkarte 1:25000, Kartierungsbereich Groß Enzersdorf, NÖ., Österreichische Bodenkartierung, Bundesanstalt für Bodenwirtschaft, Vienna Anonymous (1972) Bodenkarte 1:25000, Kartierungsbereich Groß Enzersdorf, NÖ., Österreichische Bodenkartierung, Bundesanstalt für Bodenwirtschaft, Vienna
Zurück zum Zitat Bjornlund H, Nicol L, Klein KK (2009) The adoption of improved irrigation technology and management practices - a study of two irrigation districts in Alberta, Canada. Agr Water Manage 96:121–131CrossRef Bjornlund H, Nicol L, Klein KK (2009) The adoption of improved irrigation technology and management practices - a study of two irrigation districts in Alberta, Canada. Agr Water Manage 96:121–131CrossRef
Zurück zum Zitat Blackstock KL, Ingram J, Burton R, Brown KM, Slee B (2010) Understanding and influencing behaviour change by farmers to improve water quality. Sci Total Environ 408:5631–5638CrossRef Blackstock KL, Ingram J, Burton R, Brown KM, Slee B (2010) Understanding and influencing behaviour change by farmers to improve water quality. Sci Total Environ 408:5631–5638CrossRef
Zurück zum Zitat Brennan M, Schwartz E (1985) Evaluating natural resource investment. J Bus 58:135–157CrossRef Brennan M, Schwartz E (1985) Evaluating natural resource investment. J Bus 58:135–157CrossRef
Zurück zum Zitat Bryant K, Mjelde JW, Lacewell RD (1993) An intraseasonal dynamic optimization model to allocate irrigation water between crops. Am J Agr Econ 75(4):1021–1029CrossRef Bryant K, Mjelde JW, Lacewell RD (1993) An intraseasonal dynamic optimization model to allocate irrigation water between crops. Am J Agr Econ 75(4):1021–1029CrossRef
Zurück zum Zitat Bundesministerium für Land- und Forstwirtschaft, Umwelt und Wasserwirtschaft (BMLFUW) (2008) Deckungsbeiträge und Daten für die Betriebsplanung, Berger, Horn Bundesministerium für Land- und Forstwirtschaft, Umwelt und Wasserwirtschaft (BMLFUW) (2008) Deckungsbeiträge und Daten für die Betriebsplanung, Berger, Horn
Zurück zum Zitat Bundesamt für Wald (BFW) (2009) Digital soil map for Austria. BFW, Vienna (unpublished data) Bundesamt für Wald (BFW) (2009) Digital soil map for Austria. BFW, Vienna (unpublished data)
Zurück zum Zitat Cai X, Rosegrant MW (2003) World water productivity: current situation and future options. In: Kijne JW, Barker R, Molden D (eds) Water productivity in agriculture: limits and opportunities for improvement. CABI Publishing, UK, pp 163–178CrossRef Cai X, Rosegrant MW (2003) World water productivity: current situation and future options. In: Kijne JW, Barker R, Molden D (eds) Water productivity in agriculture: limits and opportunities for improvement. CABI Publishing, UK, pp 163–178CrossRef
Zurück zum Zitat Carey JM, Zilberman D (2002) A model of investment under uncertainty: modern irrigation technology and emerging markets in water. Am J Agr Econ 84:171–183CrossRef Carey JM, Zilberman D (2002) A model of investment under uncertainty: modern irrigation technology and emerging markets in water. Am J Agr Econ 84:171–183CrossRef
Zurück zum Zitat Caswell M, Zilberman D (1985) The choices of irrigation technologies in California. Am J Agr Econ 67:224–234CrossRef Caswell M, Zilberman D (1985) The choices of irrigation technologies in California. Am J Agr Econ 67:224–234CrossRef
Zurück zum Zitat Caswell M, Zilberman D (1990) The effects of pricing policies on water conservation and drainage. Am J Agr 72:883–890CrossRef Caswell M, Zilberman D (1990) The effects of pricing policies on water conservation and drainage. Am J Agr 72:883–890CrossRef
Zurück zum Zitat Cetin O, Bilgel L (2002) Effects of different irrigation methods on shedding and yield of cotton. Agr Water Manage 54:1–15CrossRef Cetin O, Bilgel L (2002) Effects of different irrigation methods on shedding and yield of cotton. Agr Water Manage 54:1–15CrossRef
Zurück zum Zitat Christensen J, Christensen O (2007) A summary of the PRUDENCE model projections of changes in European climate by the end of this century. Clim Chang 81:7–30CrossRef Christensen J, Christensen O (2007) A summary of the PRUDENCE model projections of changes in European climate by the end of this century. Clim Chang 81:7–30CrossRef
Zurück zum Zitat Christensen JH, Hewitson B, Busuioc A, Chen A, Gao X, Held I, Jones R, Kolli RK, Kwon WT, Laprise R, Magaña Rueda V, Mearns L, Menéndez CG, Räisänen J, Rinke A, Sarr A, Whetton P (2007) Regional climate projections. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge and New York Christensen JH, Hewitson B, Busuioc A, Chen A, Gao X, Held I, Jones R, Kolli RK, Kwon WT, Laprise R, Magaña Rueda V, Mearns L, Menéndez CG, Räisänen J, Rinke A, Sarr A, Whetton P (2007) Regional climate projections. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge and New York
Zurück zum Zitat Dinar A, Subramanian A (1998) Policy implications from water pricing experiences invarious countries. Water Policy 1:239–250CrossRef Dinar A, Subramanian A (1998) Policy implications from water pricing experiences invarious countries. Water Policy 1:239–250CrossRef
Zurück zum Zitat Döll P (2002) Impact of climate change and variability on irrigation requirements: a global perspective. Clim Chang 54:269–293CrossRef Döll P (2002) Impact of climate change and variability on irrigation requirements: a global perspective. Clim Chang 54:269–293CrossRef
Zurück zum Zitat Dubrovský M, Svoboda MD, Trnka M, Hayes MJ, Wilhite DA, Zalud Z, Hlavinka P (2009) Application of relative drought indices in assessing climate-change impacts on drought conditions in Czechia. Theor Appl Climatol 96:155–171CrossRef Dubrovský M, Svoboda MD, Trnka M, Hayes MJ, Wilhite DA, Zalud Z, Hlavinka P (2009) Application of relative drought indices in assessing climate-change impacts on drought conditions in Czechia. Theor Appl Climatol 96:155–171CrossRef
Zurück zum Zitat Eitzinger J, Kersebaum C, Formayer H (2009) Landwirtschaft im Klimawandel - Auswirkungen und Anpassungsstrategien für die Land- und Forstwirtschaft in Mitteleuropa. AgriMedia, Clenze Eitzinger J, Kersebaum C, Formayer H (2009) Landwirtschaft im Klimawandel - Auswirkungen und Anpassungsstrategien für die Land- und Forstwirtschaft in Mitteleuropa. AgriMedia, Clenze
Zurück zum Zitat European Environment Agency (EEA) (2009) Water resources across Europe - confronting water scarcity and drought. EEA Report No. 2/2009, European Environment Agency, Office for Official Publications of the European Communities, Luxembourg European Environment Agency (EEA) (2009) Water resources across Europe - confronting water scarcity and drought. EEA Report No. 2/2009, European Environment Agency, Office for Official Publications of the European Communities, Luxembourg
Zurück zum Zitat European Water Framework Directive, DIRECTIVE 2000/60/EC OF THE EUROPEAN PARLIAMENT AND OF THE COUNCIL of 23 October 2000 European Water Framework Directive, DIRECTIVE 2000/60/EC OF THE EUROPEAN PARLIAMENT AND OF THE COUNCIL of 23 October 2000
Zurück zum Zitat Green G, Sunding D, Zilberman D (1996) Explaining irrigation technology choices: a microparameter approach. Am J Agr Econ 78(4):1064–1072CrossRef Green G, Sunding D, Zilberman D (1996) Explaining irrigation technology choices: a microparameter approach. Am J Agr Econ 78(4):1064–1072CrossRef
Zurück zum Zitat Greiner R, Patterson L, Miller O (2009) Motivations, risk perceptions and adoption of conservation practices by farmers. Agr Syst 99:86–104CrossRef Greiner R, Patterson L, Miller O (2009) Motivations, risk perceptions and adoption of conservation practices by farmers. Agr Syst 99:86–104CrossRef
Zurück zum Zitat Horst L (1998) The dilemmas of water division, considerations and criteria for irrigation systems design. IWMI, Colombo Horst L (1998) The dilemmas of water division, considerations and criteria for irrigation systems design. IWMI, Colombo
Zurück zum Zitat Huffaker R, Whittelsey N (2000) The allocative efficiency and conservation potential of water laws encouraging investments in on-farm irrigation technology. Agr Econ 24:47–60CrossRef Huffaker R, Whittelsey N (2000) The allocative efficiency and conservation potential of water laws encouraging investments in on-farm irrigation technology. Agr Econ 24:47–60CrossRef
Zurück zum Zitat Izaurralde RC, Williams JR, McGill WB, Rosenberg WB, Quiroga MC (2006) Simulating soil C dynamics with EPIC: model description and testing against long-term data. Ecol Model 192:362–384CrossRef Izaurralde RC, Williams JR, McGill WB, Rosenberg WB, Quiroga MC (2006) Simulating soil C dynamics with EPIC: model description and testing against long-term data. Ecol Model 192:362–384CrossRef
Zurück zum Zitat Luquet D, Vidal A, Smith M, Dauzat J (2005) ‘More crop per drop’: how to make it acceptable for farmers. Agr Water Manage 76:108–119CrossRef Luquet D, Vidal A, Smith M, Dauzat J (2005) ‘More crop per drop’: how to make it acceptable for farmers. Agr Water Manage 76:108–119CrossRef
Zurück zum Zitat Marques GF, Lund JR, Howitt RE (2005) Modeling irrigated agricultural production and water use decisions under water supply uncertainty. Water Resour Res 41:WO8423CrossRef Marques GF, Lund JR, Howitt RE (2005) Modeling irrigated agricultural production and water use decisions under water supply uncertainty. Water Resour Res 41:WO8423CrossRef
Zurück zum Zitat Matthews KB, Rivington M, Buchan K, Miller D, Bellocchi G (2008) Characterising the agro-meteorological implications of climate change scenarios for land management stakeholders. Climate Res 37:59–75CrossRef Matthews KB, Rivington M, Buchan K, Miller D, Bellocchi G (2008) Characterising the agro-meteorological implications of climate change scenarios for land management stakeholders. Climate Res 37:59–75CrossRef
Zurück zum Zitat McDonald R, Siegel D (1986) The value of waiting to invest. Q J Econ 101:707–723CrossRef McDonald R, Siegel D (1986) The value of waiting to invest. Q J Econ 101:707–723CrossRef
Zurück zum Zitat McGuckin T, Mapel C, Lansford R (1987) Optimal control of irrigation scheduling using a random time frame. Am J Agr Econ 69(1):123–133CrossRef McGuckin T, Mapel C, Lansford R (1987) Optimal control of irrigation scheduling using a random time frame. Am J Agr Econ 69(1):123–133CrossRef
Zurück zum Zitat Michailides A, Mattas K, Tzouramani I, Karamouzis D (2009) A socioeconomic valuation of an irrigation system project based on real option analysis approach. Water Resour Manag 23:1989–2001CrossRef Michailides A, Mattas K, Tzouramani I, Karamouzis D (2009) A socioeconomic valuation of an irrigation system project based on real option analysis approach. Water Resour Manag 23:1989–2001CrossRef
Zurück zum Zitat Michailidis A, Mattas K (2007) Using real options theory to dam investment analysis: an application of binomial option pricing model. Water Resour Manag 21:1717–1733CrossRef Michailidis A, Mattas K (2007) Using real options theory to dam investment analysis: an application of binomial option pricing model. Water Resour Manag 21:1717–1733CrossRef
Zurück zum Zitat Molden D (2006) Water management for agriculture. In: Giordano MA, Rijberman FR, Saleth RM (eds) More crop per drop: revisiting a research paradigm: results and synthesis of IWMI’s Research: 1996–2005. IWA Publishing, London, pp 178–195 Molden D (2006) Water management for agriculture. In: Giordano MA, Rijberman FR, Saleth RM (eds) More crop per drop: revisiting a research paradigm: results and synthesis of IWMI’s Research: 1996–2005. IWA Publishing, London, pp 178–195
Zurück zum Zitat Moore M, Gollehon NR, Carey MB (1994) Multicrop production decisions in western irrigated agriculture: the role of water price. Am J Agr Econ 76(4):859–874CrossRef Moore M, Gollehon NR, Carey MB (1994) Multicrop production decisions in western irrigated agriculture: the role of water price. Am J Agr Econ 76(4):859–874CrossRef
Zurück zum Zitat Olesen JE, Trnka M, Kersebaum KC, Skjelvåg AO, Seguin B, Peltonen-Sainio P, Rossi F, Kozyra J, Micale F (2011) Impacts and adaptation of European crop production systems to climate change. Eur J Agron 34:96–112CrossRef Olesen JE, Trnka M, Kersebaum KC, Skjelvåg AO, Seguin B, Peltonen-Sainio P, Rossi F, Kozyra J, Micale F (2011) Impacts and adaptation of European crop production systems to climate change. Eur J Agron 34:96–112CrossRef
Zurück zum Zitat Pal JS, Giorgi F, Bi X (2004) Consistency of recent European summer precipitation trends and extremes with future regional climate projections. Geophys Res Lett 31:L13202CrossRef Pal JS, Giorgi F, Bi X (2004) Consistency of recent European summer precipitation trends and extremes with future regional climate projections. Geophys Res Lett 31:L13202CrossRef
Zurück zum Zitat Peterson JM, Ding Y (2005) Economic adjustments to groundwater depletion in the high plains: do water-saving irrigation systems save water? Am J Agr Econ 87(1):147–159CrossRef Peterson JM, Ding Y (2005) Economic adjustments to groundwater depletion in the high plains: do water-saving irrigation systems save water? Am J Agr Econ 87(1):147–159CrossRef
Zurück zum Zitat Pindyck R (1980) Uncertainty and exhaustible resource markets. J Polit Econ 88:1203–1225CrossRef Pindyck R (1980) Uncertainty and exhaustible resource markets. J Polit Econ 88:1203–1225CrossRef
Zurück zum Zitat Playán E, Mateos L (2006) Modernization and optimization of irrigation systems to increase water productivity. Agr Water Manage 80:100–116CrossRef Playán E, Mateos L (2006) Modernization and optimization of irrigation systems to increase water productivity. Agr Water Manage 80:100–116CrossRef
Zurück zum Zitat Rajak D, Manjunatha MV, Rajkumar GR, Hebbara M, Minhas PS (2006) Comparative effects of drip and furrow irrigation on the yield and water productivity of cotton (Gossypium hirsutum L.) in a saline and waterlogged vertisol. Agr Water Manage 83:30–36CrossRef Rajak D, Manjunatha MV, Rajkumar GR, Hebbara M, Minhas PS (2006) Comparative effects of drip and furrow irrigation on the yield and water productivity of cotton (Gossypium hirsutum L.) in a saline and waterlogged vertisol. Agr Water Manage 83:30–36CrossRef
Zurück zum Zitat Sauer T, Havlík P, Schneider UA, Schmid E, Kindermann G, Obersteiner M (2010) Agriculture and resource availability in a changing world: the role of irrigation. Water Resour Res 46:W06503CrossRef Sauer T, Havlík P, Schneider UA, Schmid E, Kindermann G, Obersteiner M (2010) Agriculture and resource availability in a changing world: the role of irrigation. Water Resour Res 46:W06503CrossRef
Zurück zum Zitat Schmid E, Sinabell F, Liebhard P (2004) Effects of reduced tillage systems and cover crops on sugar beet yield and quality, ground water recharge and nitrogen leaching in the pannonic Region Marchfeld, Austria. Pflanzenbauwissenschaften 8(1):1–9 Schmid E, Sinabell F, Liebhard P (2004) Effects of reduced tillage systems and cover crops on sugar beet yield and quality, ground water recharge and nitrogen leaching in the pannonic Region Marchfeld, Austria. Pflanzenbauwissenschaften 8(1):1–9
Zurück zum Zitat Schmid E, Sinabell F, Hofreither MF (2007) Sustainability in practice: a case study on the reorientation of the common agricultural policy in Austria. In: Schubert U, Störmer E (eds) Sustainable development in Europe: concepts, evaluation and application. Edward Elgar, Cheltenham and Northhampton, pp 109–122 Schmid E, Sinabell F, Hofreither MF (2007) Sustainability in practice: a case study on the reorientation of the common agricultural policy in Austria. In: Schubert U, Störmer E (eds) Sustainable development in Europe: concepts, evaluation and application. Edward Elgar, Cheltenham and Northhampton, pp 109–122
Zurück zum Zitat Shiferaw BA, Wani SP, Nageswara Rao GD (2003) Irrigation investment and groundwater depletion in Indian semi-arid villages: the effect of alternative water pricing regimes. (Working Paper Series no. 17.), International Crops Research Institute for the Semi-Arid Tropics, India Shiferaw BA, Wani SP, Nageswara Rao GD (2003) Irrigation investment and groundwater depletion in Indian semi-arid villages: the effect of alternative water pricing regimes. (Working Paper Series no. 17.), International Crops Research Institute for the Semi-Arid Tropics, India
Zurück zum Zitat Stenitzer E, Hoesch J (2005) Grundwasserneubildung im Marchfeld - Lysimetermessungen und Modellrechnungen, 11. Gumpensteiner Lysimetertagung, 5 und 6. April 2005, Höhere Bundeslehr- und Forstanstalt für Landwirtschaft Irdning, Austria; http://www.dafne.at/. Accessed March 2012 Stenitzer E, Hoesch J (2005) Grundwasserneubildung im Marchfeld - Lysimetermessungen und Modellrechnungen, 11. Gumpensteiner Lysimetertagung, 5 und 6. April 2005, Höhere Bundeslehr- und Forstanstalt für Landwirtschaft Irdning, Austria; http://​www.​dafne.​at/​. Accessed March 2012
Zurück zum Zitat Strauss F, Formayer H, Schmid E (2012a) High resolution climate data for Austria in the period from 2008 to 2040 from a statistical climate change model. Int J Climatol. doi:10.1002/joc.3434 Strauss F, Formayer H, Schmid E (2012a) High resolution climate data for Austria in the period from 2008 to 2040 from a statistical climate change model. Int J Climatol. doi:10.​1002/​joc.​3434
Zurück zum Zitat Strauss F, Schmid E, Moltchanova E, Formayer H, Wang X (2012b) Modeling climate change and biophysical impacts of crop production in the Austrian Marchfeld region. Clim Chang 111:641–664. doi:10.1007/s10584-011-0171-0 CrossRef Strauss F, Schmid E, Moltchanova E, Formayer H, Wang X (2012b) Modeling climate change and biophysical impacts of crop production in the Austrian Marchfeld region. Clim Chang 111:641–664. doi:10.​1007/​s10584-011-0171-0 CrossRef
Zurück zum Zitat Suttinon P, Nasu S (2010) Real options for increasing value in industrial water infrastructure. Water Resour Manag 24(12):2881–2892CrossRef Suttinon P, Nasu S (2010) Real options for increasing value in industrial water infrastructure. Water Resour Manag 24(12):2881–2892CrossRef
Zurück zum Zitat Thaler S, Eitzinger J, Rischbeck P, Dubrovský M, Trnka M (2010) Vulnerability of crops to climate change in Northeastern Austria. Bulg J Meteorolo Hydrolog 15(1):50–61 Thaler S, Eitzinger J, Rischbeck P, Dubrovský M, Trnka M (2010) Vulnerability of crops to climate change in Northeastern Austria. Bulg J Meteorolo Hydrolog 15(1):50–61
Zurück zum Zitat Törnqvist R, Jarsjö J (2011) Water savings through improved irrigation techniques: basin-scale quantification in semi-arid environments. Water Resour Manag. doi:10.1007/s11269-011-9819-9 Törnqvist R, Jarsjö J (2011) Water savings through improved irrigation techniques: basin-scale quantification in semi-arid environments. Water Resour Manag. doi:10.​1007/​s11269-011-9819-9
Zurück zum Zitat Tozer PR (2009) Uncertainty and investment in precision agriculture- is it worth the money? Agr Sys 100:80–87CrossRef Tozer PR (2009) Uncertainty and investment in precision agriculture- is it worth the money? Agr Sys 100:80–87CrossRef
Zurück zum Zitat Trnka M, Dubrovský M, Svoboda M, Semerádová D, Hayes M, Žalud Z, Wilhite D (2009) Developing a regional drought climatology for the Czech Republic. Int J Climatol 29:863–883CrossRef Trnka M, Dubrovský M, Svoboda M, Semerádová D, Hayes M, Žalud Z, Wilhite D (2009) Developing a regional drought climatology for the Czech Republic. Int J Climatol 29:863–883CrossRef
Zurück zum Zitat Trnka M, Eitzinger J, Dubrovský M, Semerádová D, Štepánek P, Hlavinka P, Balek J, Skalák P, Farda A, Formayer H, Žalud Z (2010) Is rainfed crop production in central Europe at risk? Using a regional climate model to produce high resolution agroclimatic information for decision makers. J Agr Sci 148:639–656CrossRef Trnka M, Eitzinger J, Dubrovský M, Semerádová D, Štepánek P, Hlavinka P, Balek J, Skalák P, Farda A, Formayer H, Žalud Z (2010) Is rainfed crop production in central Europe at risk? Using a regional climate model to produce high resolution agroclimatic information for decision makers. J Agr Sci 148:639–656CrossRef
Zurück zum Zitat Turral H, Svendsen M, Faures JM (2010) Investing in irrigation: reviewing the past and looking to the future. Agr Water Manage 97:551–560CrossRef Turral H, Svendsen M, Faures JM (2010) Investing in irrigation: reviewing the past and looking to the future. Agr Water Manage 97:551–560CrossRef
Zurück zum Zitat Ward FA, Pulido-Velazquez M (2008) Water conservation in irrigation can increasewater use. P Natl Acad Sci USA 105:18215–18220CrossRef Ward FA, Pulido-Velazquez M (2008) Water conservation in irrigation can increasewater use. P Natl Acad Sci USA 105:18215–18220CrossRef
Zurück zum Zitat Williams JR (1995) The EPIC model. In: Singh VP (ed) Computer models of watershed hydrology. Water Resources Publications, Highlands Ranch, pp 909–1000 Williams JR (1995) The EPIC model. In: Singh VP (ed) Computer models of watershed hydrology. Water Resources Publications, Highlands Ranch, pp 909–1000
Zurück zum Zitat Yaron D, Dinar A (1982) Optimal allocation of farm irrigation water during peak seasons. Am J Agr Econ 64(4):681–689CrossRef Yaron D, Dinar A (1982) Optimal allocation of farm irrigation water during peak seasons. Am J Agr Econ 64(4):681–689CrossRef
Zurück zum Zitat Yohannes F, Tadesse T (1998) Effect of drip and furrow irrigation and plant spacing on yield of tomato at Dire Dawa, Ethiopia. Agr Water Manage 35:201–207CrossRef Yohannes F, Tadesse T (1998) Effect of drip and furrow irrigation and plant spacing on yield of tomato at Dire Dawa, Ethiopia. Agr Water Manage 35:201–207CrossRef
Zurück zum Zitat Zavaleta LR, Lacewell RD, Taylor CR (1980) Open-loop stochastic control of grain sorghum irrigation levels and timing. Am J Agr Econ 62:785–792CrossRef Zavaleta LR, Lacewell RD, Taylor CR (1980) Open-loop stochastic control of grain sorghum irrigation levels and timing. Am J Agr Econ 62:785–792CrossRef
Metadaten
Titel
Investment in Irrigation Systems under Precipitation Uncertainty
verfasst von
Christine Heumesser
Sabine Fuss
Jana Szolgayová
Franziska Strauss
Erwin Schmid
Publikationsdatum
01.09.2012
Verlag
Springer Netherlands
Erschienen in
Water Resources Management / Ausgabe 11/2012
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-012-0053-x

Weitere Artikel der Ausgabe 11/2012

Water Resources Management 11/2012 Zur Ausgabe