Technical Papers
Apr 5, 2013

Response of Rainfall and Vegetation to ENSO Events during 2001–2011 in Upper Wardha Watershed, Maharashtra, India

Publication: Journal of Hydrologic Engineering
Volume 19, Issue 3

Abstract

Understanding the variability of rainfall with El Niño Southern Oscillation (ENSO) events at the watershed level is important for water resource managers to discern the pattern of water available for agricultural planning and water and soil conservation. This study was conducted to determine the responses of rainfall and vegetation to El Niño and La Niña events occurring between 2001 and 2011 in the Upper Wardha watershed in Maharashtra, India. Daily rainfall data pertaining to 14 stations in and around the study area were analyzed in conjunction with 16-day global 250-m Normalized Difference Vegetation Index (NDVI) data from the Moderate Resolution Imaging Spectroradiometer (MODIS) sensor abroad the Terra (EOS AM) and Aqua (EOS PM) satellites. Results indicate correlations between ENSO events, rainfall, and vegetation. Both rainfall and vegetation show a positive anomaly during La Niña events and a negative anomaly during El Niño events, but the effects of all events are not the same. A low volume of rainfall with the early onset of monsoon, multimodal rainfall distribution over time, and intermittent rains are the effects of El Niño on rainfall. The effect of La Niña was to produce wetter conditions in the study area. The impacts of moderate to severe ENSO events (in 2009 and 2010) can be predominantly observed on rainfall and vegetation.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgments

Help and support received from General Manager, RRSC (Central), Nagpur is gratefully acknowledged. The authors wish to thank Director NRSC, Hyderabad, for constant encouragement to carry out research work.

References

Agricultural Department of Government of Maharashtra. (2013). “Rainfall recording and analysis.” 〈http://www.mahaagri.gov.in/rainfall/index.asp〉 (Apr. 2012).
Allan, R., Lindsay, J., and Parker, D. (1996). El Niño southern oscillation and climatic variability, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Clayton, South Victoria, Australia.
Anyamba, A., Tucker, C. J., and Mahoney, R. (2002). “From El Nino to La Nina: Vegetation response patterns over East and Southern Africa during the 1997–2000 period.” J. Clim., 15(21), 3096–3103.
ArcGIS, Version 9.3 [Computer software]. Environmental Systems Research Institute, Redlands, CA.
Bhalme, H. N., Mooley, D. A., and Jadhav, S. K. (1983). “Fluctuations in drought flood areas over India and relationships with the southern oscillation.” Mon. Weather Rev., 111(1), 86–94.
ENVI [Computer software]. Exelis Visual Information Solutions, McLean, VA.
Gadgil, S., Abrol, Y. P., and Seshagiri Rao, P. R. (1999). “On growth and fluctuation of Indian foodgrain production.” Curr. Sci., 76, 557–569.
Goddard, L., Mason, S. J., Zebiak, S. E., Repelewski, C. F., Basher, R., and Cane, M. A. (2001). “Current approaches to seasonal to interannual climate predictions.” Int. J. Climatol., 21(9), 1111–1152.
Hutchinson, M. F. (1989). “A new procedure for gridding elevation and stream line data with automatic removal of spurious pits.” J. Hydrol., 106(3–4), 211–232.
Kripalani, R. H., Kulkarni, A., Sabade, S. S., and Khandekar, M. L. (2003). “Indian monsoon variability in a global warming scenario.” Nat. Hazards, 29(2), 189–206.
Krishna Kumar, K., Rajagopalan, B., Hoerling, M., Bates, G., and Cane, M. (2006). “Unraveling the mystery of Indian monsoon failure during El Niño.” Science, 314(5796), 115–119.
Krishnamurthy, V., and Goswami, B. N. (2000). “Indian monsoon–ENSO relationship on interdecadal timescale.” J. Clim., 13(3), 579–595.
Krishnan, R., and Sugi, M. (2003). “Pacific decadal oscillation and variability of the Indian summer monsoon rainfall.” Clim. Dyn., 21(3–4), 233–242.
Maity, R., and Kumar, D. N. (2006). “Bayesian dynamic modelling for monthly Indian summer monsoon rainfall using El Niño–Southern Oscillation (ENSO) and Equatorial Indian Ocean Oscillation (EQUINOO).” J. Geophys. Res., 111, D07104.
Moderate Resolution Imaging Spectroradiometer (MODIS). (2013). “MODIS.” 〈http://modis.gsfc.nasa.gov/〉 (Feb. 2012).
Mooley, D. A., and Parthasarathy, B. (1983). “Indian summer monsoon and E1 Nino.” Pure Appl. Geophys., 121(2), 339–352.
National Oceanic, and Atmospheric Administration (NOAA). (2006). “Tropical Atmosphere Ocean project.” 〈http://www.pmel.noaa.gov/tao/El Niño/el-nino-story.html〉.
Null, J. (2013). “El Niño and La Niña years and intensities, based on Oceanic Niño Index (ONI).” 〈http://ggweather.com/enso/oni.htm〉.
Ogutu, J. O., Piepho, H. P., Dublin, H. T., Bhola, N., and Reid, R. S. (2007). “El Niño-Southern Oscillation, rainfall, temperature and normalized difference vegetation index fluctuations in the Mara-Serengeti ecosystem.” Afr. J. Ecol., 46(2), 132–143.
Park, H. S., Chiang, C. H., Lintner, B. R., and Zhang, G. J. (2010). “The delayed effect of major El Niño events on Indian monsoon rainfall.” J. Clim., 23(4), 932–946.
Selvaraju, R. (2003). “Impact of El Niño–Southern Oscillation on Indian foodgrain production.” Int. J. Climatol., 23(2), 187–206.
Sharda, V., Shrivastava, P., Ingram, K., Chellah, M., and Kalin, L. (2012). “Quantification of El Niño southern oscillation impact on precipitation and streamflows for improved management of water resources in Alabama.” J. Soil Water Conserv., 67(3), 158–172.
Shisanya, C. A., Recha, C., and Anyamba, A. (2011). “Rainfall variability and its impact on normalized difference vegetation index in arid and semi-arid lands of Kenya.” Int. J. Geosci., 2(1), 36–47.
Shukla, J. (1995). “Predictability of the tropical atmosphere, the tropical oceans and TOGA.” Proc., Int. Conf. on the Tropical Ocean Global Atmosphere (TOGA) Programme, Vol. 2, World Climate Research Programme, Geneva, Switzerland, 725–730.
Sikka, D. R. (1980). “Some aspects of the large-scale fluctuations of summer monsoon rainfall over India in relation to fluctuations in planetary and regional scale circulation parameters.” J. Earth Sys. Sci., 89(2), 179–195.
Tucker, C. J., and Nicholson, S. E. (1999). “Variation in the size of the Sahara Desert from 1980 to 1997.” Ambio, 28(7), 587–591.
University of East Anglia. (2013). “The relationship between El Niño and Indian Summer Rainfall. The science of climate change.” Coursework #2, 3304221, 〈http://www.uea.ac.uk/~zbe06xau/〉.
USGS. (2013). “EarthExplorer.” 〈http://earthexplorer.usgs.gov/〉.
Wahba, G. (1990). “Spline models for observational data.” CBMS-NSF Regional Conf. Series in Applied Mathematics, Society for Industrial and Applied Mathematics, Philadelphia.
Webster, P. J., et al. (1998). “Monsoons—Processes, predictability, and the prospects for prediction.” J. Geophys. Res., 103(C7), 14451–14510.
Xu, Z. X., Takeuchi, K., and Ishidaira, H. (2004). “Correlation between El Niño–Southern Oscillation (ENSO) and precipitation in Southeast Asia and the Pacific region.” Hydrol. Process., 18(1), 107–123.

Information & Authors

Information

Published In

Go to Journal of Hydrologic Engineering
Journal of Hydrologic Engineering
Volume 19Issue 3March 2014
Pages: 583 - 592

History

Received: Dec 13, 2012
Accepted: Apr 4, 2013
Published online: Apr 5, 2013
Discussion open until: Sep 5, 2013
Published in print: Mar 1, 2014

Permissions

Request permissions for this article.

Authors

Affiliations

Rajashree Vinod Bothale [email protected]
Scientist/Engineer “SG,” Regional Remote Sensing Centre (Central), Nagpur/NRSC/ISRO, NBSS and LUP Campus, Amravati Rd., Nagpur (MS) 440033, India (corresponding author). E-mail: [email protected]
Yashwant B. Katpatal [email protected]
Professor, Dept. of Civil Engineering, Visvesvaraya National Institute of Technology (VNIT), South Ambazari Rd., Nagpur (MS) 440010, India. E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share