Skip to main content
Erschienen in: Water Resources Management 1/2019

28.08.2018

Comparison of Drought Indices in a Semi-Arid River Basin of India

verfasst von: Pawan S. Wable, Madan K. Jha, Ankit Shekhar

Erschienen in: Water Resources Management | Ausgabe 1/2019

Einloggen

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

search-config
loading …

Abstract

Due to the inherent complexity of drought phenomena, difference in hydro-climatic conditions and watershed characteristics, there is a lack of a universal drought index for assessing drought conditions in a particular region. Hence, the performance evaluation of different drought indices is necessary for identifying a suitable drought index. In this study, the performance of five drought indices was assessed for a semi-arid basin located in western India. The data from nine raingauge stations and four climate stations for the period of 25 years (1985-2009) were used. Based on the data availability, five meteorological drought indices were selected, viz., Percent Departure from Normal (PDN), Effective Drought Index (EDI), Standardized Precipitation Index (SPI), Reconnaissance Drought Index (RDI), and Standardized Precipitation Evapotranspiration Index (SPEI). Among these drought indices, EDI is a time step independent drought index and other four multi-time scale indices were defined at 1-, 3-, 6-, 9- and 12-month scales. The scale for the comparison of these drought indices was chosen based on the correlation with EDI and within among the scales of multi-time scale drought indices. The performance of drought indices during the historical drought was evaluated based on the relative frequency of drought index in a particular drought severity class and the response of these indices with multi-monthly rainfalls. In addition, the performance of these drought indices was assessed using the decision criteria such as Robustness, Tractability, Transparency, Sophistication, and Extendability. Analysis of the results indicated that the 9-month scale is appropriate for comparing drought indices in the study area. SPEI-9 showed maximum relative frequency in the ‘severe dry’ class and was found sensitive to 9-monthly rainfall at most of the stations. Further, the results of the performance evaluation criteria revealed that SPEI-9 has the highest total weighted score (136) followed by RDI-9, SPI-9, EDI, and PDN-9. It is concluded that SPEI-9 is the most suitable drought index for monitoring drought conditions in the study area.

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!

Literatur
Zurück zum Zitat Abramowitz M, Stegun A (1965) Handbook of Mathematical Formulas, Graphs, and Mathematical Tables. Dover Publications, Inc., New York Abramowitz M, Stegun A (1965) Handbook of Mathematical Formulas, Graphs, and Mathematical Tables. Dover Publications, Inc., New York
Zurück zum Zitat Allen RG, Perevia LS, Raes D, Smith M (1998) Crop Evapotranspiration: Guidelines for Computing Crop Water Requirements. FAO Irrigation and Drainage Paper No. 56, Food and Agriculture Organization, Rome, Italy Allen RG, Perevia LS, Raes D, Smith M (1998) Crop Evapotranspiration: Guidelines for Computing Crop Water Requirements. FAO Irrigation and Drainage Paper No. 56, Food and Agriculture Organization, Rome, Italy
Zurück zum Zitat Barua S, Ng AWM, Perera BJC (2011) Comparative evaluation of drought indexes: case study on the Yarra River catchment in Australia. J Water Resour Plan Manag 137(2):215–226CrossRef Barua S, Ng AWM, Perera BJC (2011) Comparative evaluation of drought indexes: case study on the Yarra River catchment in Australia. J Water Resour Plan Manag 137(2):215–226CrossRef
Zurück zum Zitat Beguería S, Vicente-Serrano SM, Reig F, Latorre B (2014) Standardized precipitation evapotranspiration index (SPEI) revisited: parameter fitting, evapotranspiration models, tools, datasets and drought monitoring. Int J Climatol 34(10):3001–3023CrossRef Beguería S, Vicente-Serrano SM, Reig F, Latorre B (2014) Standardized precipitation evapotranspiration index (SPEI) revisited: parameter fitting, evapotranspiration models, tools, datasets and drought monitoring. Int J Climatol 34(10):3001–3023CrossRef
Zurück zum Zitat Byun HR, Kim DW (2010) Comparing the effective drought index and the standardized precipitation index. Options méditerranéennes, Serie A, no. 95- Economics of Drought and Drought Preparedness in a Climate Change context, 27-33 pp Byun HR, Kim DW (2010) Comparing the effective drought index and the standardized precipitation index. Options méditerranéennes, Serie A, no. 95- Economics of Drought and Drought Preparedness in a Climate Change context, 27-33 pp
Zurück zum Zitat Byun HR, Wilhite DA (1999) Objective quantification of drought severity and duration. J Climatol 12:2747–2756CrossRef Byun HR, Wilhite DA (1999) Objective quantification of drought severity and duration. J Climatol 12:2747–2756CrossRef
Zurück zum Zitat Chary GR, Vittal KPR, Venkateswarlu B, Mishra PK, Rao GGSN, Pratibha G, Rao KV, Sharma KL, Rao GR (2010) Drought Hazards and Mitigation Measures. In: Jha MK (ed) Natural and Anthropogenic Disasters: Vulnerability, Preparedness and Mitigation. Springer, Netherlands, pp 197–236CrossRef Chary GR, Vittal KPR, Venkateswarlu B, Mishra PK, Rao GGSN, Pratibha G, Rao KV, Sharma KL, Rao GR (2010) Drought Hazards and Mitigation Measures. In: Jha MK (ed) Natural and Anthropogenic Disasters: Vulnerability, Preparedness and Mitigation. Springer, Netherlands, pp 197–236CrossRef
Zurück zum Zitat Deo RC, Byun HR, Adamowski JF, Kim DW (2015) A real-time flood monitoring index based on daily effective precipitation and its application to Brisbane and Lockyer Valley flood events. Water Resour Manag 29(11):4075–4093CrossRef Deo RC, Byun HR, Adamowski JF, Kim DW (2015) A real-time flood monitoring index based on daily effective precipitation and its application to Brisbane and Lockyer Valley flood events. Water Resour Manag 29(11):4075–4093CrossRef
Zurück zum Zitat Dogan S, Berktay A, Singh VP (2012) Comparison of multi-monthly rainfall-based drought severity indices, with application to semi-arid Konya closed basin, Turkey. J Hydrol 470:255–268CrossRef Dogan S, Berktay A, Singh VP (2012) Comparison of multi-monthly rainfall-based drought severity indices, with application to semi-arid Konya closed basin, Turkey. J Hydrol 470:255–268CrossRef
Zurück zum Zitat EIS (2006) Disaster Management in Maharashtra. Environmental Information System (EIS), Environmental Department, Environmental Information System (ENVIS) Newsletter, Government of Maharashtra, India, 1: 1-10 EIS (2006) Disaster Management in Maharashtra. Environmental Information System (EIS), Environmental Department, Environmental Information System (ENVIS) Newsletter, Government of Maharashtra, India, 1: 1-10
Zurück zum Zitat Hargreaves GH, Samani ZA (1985) Reference crop evapotranspiration from temperature. Appl Eng Agric 1(2):96–99CrossRef Hargreaves GH, Samani ZA (1985) Reference crop evapotranspiration from temperature. Appl Eng Agric 1(2):96–99CrossRef
Zurück zum Zitat Hayes MJ, Svoboda MD, Wardlow B, Anderson MC, Kogan F (2012) Drought monitoring: Historical and current perspectives. In: Wardlow BD, Anderson MC, Verdin JP (eds) Remote Sensing for Drought: Innovative Monitoring Approaches. Taylor and Francis Group, CRC Press, Boca Raton, USA, pp 1–19 Hayes MJ, Svoboda MD, Wardlow B, Anderson MC, Kogan F (2012) Drought monitoring: Historical and current perspectives. In: Wardlow BD, Anderson MC, Verdin JP (eds) Remote Sensing for Drought: Innovative Monitoring Approaches. Taylor and Francis Group, CRC Press, Boca Raton, USA, pp 1–19
Zurück zum Zitat Heim RR Jr (2002) A review of twentieth-century drought indices used in the United States. Bull Am Meteorol Soc 83(8):1149–1165CrossRef Heim RR Jr (2002) A review of twentieth-century drought indices used in the United States. Bull Am Meteorol Soc 83(8):1149–1165CrossRef
Zurück zum Zitat Hosking JR (1990) L-moments: analysis and estimation of distributions using linear combinations of order statistics. J R Stat Soc Ser B Methodol 52(1):105–124 Hosking JR (1990) L-moments: analysis and estimation of distributions using linear combinations of order statistics. J R Stat Soc Ser B Methodol 52(1):105–124
Zurück zum Zitat Jain VK, Pandey RP, Jain MK and Byun HR. (2015). Comparison of drought indices for appraisal of drought characteristics in the Ken River Basin. Weather Clim Extrem 8:1–11 Jain VK, Pandey RP, Jain MK and Byun HR. (2015). Comparison of drought indices for appraisal of drought characteristics in the Ken River Basin. Weather Clim Extrem 8:1–11
Zurück zum Zitat Jamshidi H, Khalili D, Zadeh MR, Hosseinipour EZ (2011) Assessment and comparison of SPI and RDI meteorological drought indices in selected synoptic stations of Iran. Proceedings of the World Environmental and Water Resources Congress 2011: Bearing Knowledge for Sustainability. 22-26 May 2011, Palm Springs, California, pp. 1161-1173 Jamshidi H, Khalili D, Zadeh MR, Hosseinipour EZ (2011) Assessment and comparison of SPI and RDI meteorological drought indices in selected synoptic stations of Iran. Proceedings of the World Environmental and Water Resources Congress 2011: Bearing Knowledge for Sustainability. 22-26 May 2011, Palm Springs, California, pp. 1161-1173
Zurück zum Zitat Keyantash J, Dracup JA (2002) The quantification of drought: an evaluation of drought indices. Bull Am Meteorol Soc 83(8):1167–1180CrossRef Keyantash J, Dracup JA (2002) The quantification of drought: an evaluation of drought indices. Bull Am Meteorol Soc 83(8):1167–1180CrossRef
Zurück zum Zitat McKee TB, Doesken NJ, Kleist J (1993) The relationship of drought frequency and duration to time scales. Proceedings of the 8th International Conference on Applied Climatology, 17-22 January 1993, Anaheim, California, pp. 179-184 McKee TB, Doesken NJ, Kleist J (1993) The relationship of drought frequency and duration to time scales. Proceedings of the 8th International Conference on Applied Climatology, 17-22 January 1993, Anaheim, California, pp. 179-184
Zurück zum Zitat Mishra AK, Singh VP (2010) A review of drought concepts. J Hydrol 391(1):202–216CrossRef Mishra AK, Singh VP (2010) A review of drought concepts. J Hydrol 391(1):202–216CrossRef
Zurück zum Zitat Mishra AK, Singh VP, Desai VR (2009) Drought characterization: a probabilistic approach. Stoch Env Res Risk A 23(1):41–55CrossRef Mishra AK, Singh VP, Desai VR (2009) Drought characterization: a probabilistic approach. Stoch Env Res Risk A 23(1):41–55CrossRef
Zurück zum Zitat Morid S, Smakhtin V, Moghaddasi M (2006) Comparison of seven meteorological indices for drought monitoring in Iran. Int J Climatol 26(7):971–985CrossRef Morid S, Smakhtin V, Moghaddasi M (2006) Comparison of seven meteorological indices for drought monitoring in Iran. Int J Climatol 26(7):971–985CrossRef
Zurück zum Zitat Nalbantis I (2008). Evaluation of a hydrological drought index. Eur Water 23(24): 67–77 Nalbantis I (2008). Evaluation of a hydrological drought index. Eur Water 23(24): 67–77
Zurück zum Zitat Niemeyer, S., 2008: New drought indices. Proceedings of the 1 International Conference on Drought Management: Scientific and Technological Innovations, Options Méditerranéennes, Series A, No. 80, Zaragoza, Spain, pp. 267–274 Niemeyer, S., 2008: New drought indices. Proceedings of the 1 International Conference on Drought Management: Scientific and Technological Innovations, Options Méditerranéennes, Series A, No. 80, Zaragoza, Spain, pp. 267–274
Zurück zum Zitat Pandey RP, Dash BB, Mishra SK, Singh R (2008) Study of indices for drought characterization in KBK districts in Orissa (India). Hydrol Process 22:1895–1907CrossRef Pandey RP, Dash BB, Mishra SK, Singh R (2008) Study of indices for drought characterization in KBK districts in Orissa (India). Hydrol Process 22:1895–1907CrossRef
Zurück zum Zitat Rao AR, Hamed KH (2000) Flood frequency analysis, CRC Press. In: Boca Raton. Florida, USA Rao AR, Hamed KH (2000) Flood frequency analysis, CRC Press. In: Boca Raton. Florida, USA
Zurück zum Zitat Redmond KT (1991) Climate monitoring and indices. In: Wilhite DA, Wood DA, Kay PA (eds) Drought Management and Planning: Proceedings of the Seminar and Workshop. University of Nebraska–Lincoln, Lincoln, pp 29–33 Redmond KT (1991) Climate monitoring and indices. In: Wilhite DA, Wood DA, Kay PA (eds) Drought Management and Planning: Proceedings of the Seminar and Workshop. University of Nebraska–Lincoln, Lincoln, pp 29–33
Zurück zum Zitat Redmond KT (2002) The depiction of drought: a commentary. Bull Am Meteorol Soc 83(8):1143–1147CrossRef Redmond KT (2002) The depiction of drought: a commentary. Bull Am Meteorol Soc 83(8):1143–1147CrossRef
Zurück zum Zitat Roudier P, Mahe G (2010) Study of water stress and droughts with indicators using daily data on the Bani river (Niger basin, Mali). Int J Climatol 30(11):1689–1705CrossRef Roudier P, Mahe G (2010) Study of water stress and droughts with indicators using daily data on the Bani river (Niger basin, Mali). Int J Climatol 30(11):1689–1705CrossRef
Zurück zum Zitat Smakhtin VU, Hughes DA (2004) Review of Automated Estimation and Analyses of Drought Indices in South Asia. Working Paper 83, International Water Management Institute (IWMI), Colombo, Sri Lanka Smakhtin VU, Hughes DA (2004) Review of Automated Estimation and Analyses of Drought Indices in South Asia. Working Paper 83, International Water Management Institute (IWMI), Colombo, Sri Lanka
Zurück zum Zitat Smakhtin VU, Hughes DA (2007) Automated estimation and analyses of meteorological drought characteristics from monthly rainfall data. Environ Model Softw 22(6):880–890CrossRef Smakhtin VU, Hughes DA (2007) Automated estimation and analyses of meteorological drought characteristics from monthly rainfall data. Environ Model Softw 22(6):880–890CrossRef
Zurück zum Zitat Steinemann A, Iacobellis SF, Cayan DR (2015) Developing and evaluating drought indicators for decision-making. J Hydrometeorol 16(4):1793–1803CrossRef Steinemann A, Iacobellis SF, Cayan DR (2015) Developing and evaluating drought indicators for decision-making. J Hydrometeorol 16(4):1793–1803CrossRef
Zurück zum Zitat Tsakiris G, Vangelis H (2005) Establishing a drought index incorporating evapotranspiration. Eur Water 9–10:1–9 Tsakiris G, Vangelis H (2005) Establishing a drought index incorporating evapotranspiration. Eur Water 9–10:1–9
Zurück zum Zitat Vangelis H, Tigkas D, Tsakiris G (2013) The effect of PET method on Reconnaissance Drought Index (RDI) calculation. J Arid Environ 88:130–140CrossRef Vangelis H, Tigkas D, Tsakiris G (2013) The effect of PET method on Reconnaissance Drought Index (RDI) calculation. J Arid Environ 88:130–140CrossRef
Zurück zum Zitat Vicente-Serrano SM, Beguería S, López-Moreno JI (2010a) A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. J Clim 23(7):1696–1718CrossRef Vicente-Serrano SM, Beguería S, López-Moreno JI (2010a) A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. J Clim 23(7):1696–1718CrossRef
Zurück zum Zitat Vicente-Serrano SM, Beguería S, López-Moreno JI, Angulo M, El Kenawy A (2010b) A new global 0.5 gridded dataset (1901–2006) of a multiscalar drought index: comparison with current drought index datasets based on the Palmer Drought Severity Index. J Hydrometeorol 11(4):1033–1043CrossRef Vicente-Serrano SM, Beguería S, López-Moreno JI, Angulo M, El Kenawy A (2010b) A new global 0.5 gridded dataset (1901–2006) of a multiscalar drought index: comparison with current drought index datasets based on the Palmer Drought Severity Index. J Hydrometeorol 11(4):1033–1043CrossRef
Zurück zum Zitat Vicente-Serrano SM, Beguería S, Lorenzo-Lacruz J, Camarero JJ, López-Moreno JI, Azorin-Molina C, Revuelto J, Morán-Tejeda E, Sanchez-Lorenzo A (2012) Performance of drought indices for ecological, agricultural, and hydrological applications. Earth Interact 16(10):1–27CrossRef Vicente-Serrano SM, Beguería S, Lorenzo-Lacruz J, Camarero JJ, López-Moreno JI, Azorin-Molina C, Revuelto J, Morán-Tejeda E, Sanchez-Lorenzo A (2012) Performance of drought indices for ecological, agricultural, and hydrological applications. Earth Interact 16(10):1–27CrossRef
Zurück zum Zitat WMO (1975) Drought and Agriculture. World Meteorological Organization, Technical Note 138, WMO Publication No. 392, Geneva, Switzerland, 127 pp WMO (1975) Drought and Agriculture. World Meteorological Organization, Technical Note 138, WMO Publication No. 392, Geneva, Switzerland, 127 pp
Zurück zum Zitat Zarch MAA, Malekinezhad H, Mobin MH, Dastorani MT, Kousari MR (2011) Drought monitoring by reconnaissance drought index (RDI) in Iran. Water Resour Manag 25(13):3485–3504CrossRef Zarch MAA, Malekinezhad H, Mobin MH, Dastorani MT, Kousari MR (2011) Drought monitoring by reconnaissance drought index (RDI) in Iran. Water Resour Manag 25(13):3485–3504CrossRef
Metadaten
Titel
Comparison of Drought Indices in a Semi-Arid River Basin of India
verfasst von
Pawan S. Wable
Madan K. Jha
Ankit Shekhar
Publikationsdatum
28.08.2018
Verlag
Springer Netherlands
Erschienen in
Water Resources Management / Ausgabe 1/2019
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-018-2089-z

Weitere Artikel der Ausgabe 1/2019

Water Resources Management 1/2019 Zur Ausgabe