Dr. Santosha Rathod

Name

Dr. Santosha Rathod

Completed
  • Forecasting of spatio-temporal time series data using Space Time Autoregressive Moving Average (STARMA) model (PI).
  • Nonparametric bootstrap approach for constructing prediction intervals for non-linear and bivariate time series models (Co-PI).
  • Development of Hybrid Time Series Models using Machine Learning Techniques for Forecasting Crop Yield with Covariates (Co-PI).
  • Future perspective of Bt. technology in Indian agriculture (Co-PI).
  • Parameter estimation of time series models using Bayesian technique (Co-PI).
E-mail

santosha.rathod@icar.gov.in

Designation

Scientist

Awards
  • UGC fellowship for Ph.D prograamme at Banaras Hindu University, India.
  • Qualified ICAR-NET (2013) in Agricultural Statistics
  • Awarded Dr. G. R. Seth Memorial Young Scientist Award by Indian Society of Agricultural Statistics for the paper entitled “An improved space time autoregressive moving average model for Modeling and Forecasting spatio-temporal time series Data” in the 71st Annual National Conference of Indian society of agricultural statistics held ICAR-DRMR, Bhartapur from 25-27 November, 2017.
Articles
  • Rathod, S. and Mishra, G.C. (2018). Statistical Models for Forecasting Mango and Banana Yield of Karnataka, India. Journal of Agricultural Science and Technology. 20(4): July 2018 (Accepted on 24 October 2017).
  • Rathod S, Singh K N, Patil S G, Naik R H, Ray M and Meena V S. (2018). Modeling and forecasting of oilseed production of India through artificial intelligence techniques. The Indian Journal of Agricultural Sciences. 88(1): 22-27.
  • Rathod, S. Singh, K. N., Arya, P. Ray, M., Mukherjee, A., Sinha, K. and Kumar, P. (2017). Forecasting maize yield using ARIMA – Genetic Algorithm approach. Outlook on Agriculture. 46(4):265-271.
  • Rathod, S., Mishra, G.C. and Singh, K. N. Hybrid Time Series Models for Forecasting Banana Production in Karnataka State, India. (2017). Journal of the Indian Society of agricultural Statistics. 71(3):193-200.
  • Shekhawat R S, Singh K N, Arya P, Choudhary B B and Rathod S. (2017). Production Performance, Instability and Decomposition Analysis of Pulses in Rajasthan. Bulletin of Environment, Pharmacology and Life Sciences. 6(5):368-371.
  • Rathod, S., Singh, K,N., Paul, R.K., Meher, R.K., Mishra, G.C., Gurung, B., Ray, M. and Sinha, K. (2017). An Improved ARFIMA Model using Maximum Overlap Discrete Wavelet Transform (MODWT) and ANN for Forecasting Agricultural Commodity Price.  Journal of the Indian Society of agricultural Statistics. 71(2): 103–111.
  • Kanchan, S., Gurung, B., Paul, R.K., Kumar, A., Panwar, S., Alam, W., Ray, M and Rathod, S.(2017). Volatility Spill over using multivariate GARCH model: An application in futures and spot market price of black pepper. Journal of the Indian Society of Agricultural Statistics, 71 (1), 21-28.
  • Rathod, S., Mishra, G.C. (2017). Weather based modeling for forecasting area and production of mango in Karnataka. International Journal of Agriculture Environment and Biotechnology. 10(1): 1-8.
  • Naveena, K., Subedar Singh, Santosha Rathodand Abhishek Singh. (2017). Hybrid ARIMA-ANN Modelling for Forecasting the Price of Robusta Coffee in India.  International Journal of Current Microbiology and Applied Sciences, 6(7): 1721-1726.
  • Naveena, K., Subedar Singh, Santosha Rathodand Abhishek Singh (2017) Hybrid Time Series Modelling for Forecasting the Price of Washed Coffee (Arabica Plantation Coffee) in India. International Journal of Agriculture Sciences, 9(10): 4004-4007.
  • Meena, V.S., Mittal, R. K., Choudhury, P. R., Rathod, S., Mahadevaswamy, H. K. and Choudhary, R. (2017). Utilization of molecular and morphometric tools for assessment of genetic diversity of Rice bean [Vigna umbellata (Thunb.) Ohwi and Ohashi]. International Journal of Current Microbiology and Applied Sciences. 6(5): 2882-2892.
  • Pardhi, R., Singh, R., Rathod, S. and Singh, P.K. 2016. Effect ofPrice of Other Seasonal Fruits on Mango Price in Uttar Pradesh. Economic Affairs, 61(4):1-5.
  • Naganagoudar, Y.B, Kenchanagoudar, P.V., Rathod, S.,Keerthi, C.M., Nadaf, H.L. and Channappagoudar, B.B. (2016). Inheritance of fresh seed dormancy in recombinant inbred lines (RIL) developed for mapping population TAG 24 x GPBD 4 in groundnut (Arachis hypogeal L.), Legume Research, 39 (5): 844-846.
  • Naveena, K., Rathod, S.,Shukla, G. and Yogish, K.J. (2014). Forecasting of coconut production in India: A suitable time series model, International Journal of Agricultural Engineering, 7(1):190-193.
  • Naveena, K., Rathod, S.,Shukla, G. and Yogish, K.J. (2014). Forecasting of coconut production in India: A suitable time series model, International Journal of Agricultural Engineering, 7(1):190-193.
  • Bhavana, C.P., Munirajappa, R., Surendra, H.S. and Rathod, S. (2013). Effect of Rainfall Patterns on Crop Yield in Southern Dry Zone of Karnataka. Environment & Ecology. 31 (2): 888-891.
  • B., Naganagoudar, Y.B., Rathod, S., Channappagoudar, S. B. and Babu. V. (2013). Influence of herbicides on physiological characters of Brinjal (Solanum melongenaL.). Bioinfolet, 10 (3 B): 1014 – 1018.
  • Chnnappagoudar, B.B., Naganagoudar, Y.B., Rathod, S. Channappagoudar, S.B and Mane, S.S.  (2013). Influence of herbicides on physiological characters of Turmeric. 10 (3 B): 1019-1022.
  • Chnnappagoudar, B.B., Mane, S.S. Naganagoudar, Y.B., Channappagoudar, S.B and Rathod, S. (2013). Crop Weed Competition and Chemical Control of Weeds in Turmeric, Environment & Ecology. 31 (2): 532-536.
  • Chnnappagoudar, B.B., Babu, V., Naganagoudar, Y.B., Channappagoudar, S.B and Rathod, S.(2013). Crop Weed Competition and Chemical Control of Weeds in Brinjal (Solanum melongena L.), Environment & Ecology. 31 (2): 532-536.
  • Chnnappagoudar, B.B., Babu, V., Naganagoudar, Y.B. and Rathod, S.(2013). Influence of herbicides on morpho-physiological Growth parameters in turmeric (curcuma longa L.), The Bioscan, 8(3): 1019-1023.
  • Chnnappagoudar, B.B., Mane, S.S. Naganagoudar, Y.B. and Rathod, S.(2013). Influence of herbicides on morpho-physiological Growth parameters in brinjal (solanum melongena L.), The Bioscan, 8(3): 1049-1052.
  • Narayanaswamy, T., Surendra, H. S and Rathod, S. (2012). Multiple stepwise regression analysis to estimate root length, seed yield per plant and number of capsules per plant in Sesame (Seasamum indicum L.). Mysore journal of agricultural sciences. Vol: 46 (3): 581-587.
  • Narayanaswamy, T., Surendra, H. S and Rathod, S. (2012).  Fitting of statistical models for growth patterens of root and shoot morphological traits in Sesame (Seasamum indicum L.). Environment & Ecology. Vol: 30 (4): 1362-1365.
  • Bhavana, C.P., Munirajappa, R., Surendra, H.S. and Rathod, S. (2012). Modeling of Daily Rainfall using Gamma Probability Distribution. Environment & Ecology. Vol: 30 (3B): 884-888.
  • Rathod, S. Surendra, H. S., Munirajappa, R. and Gowda, D. M. (2011).  Statistical appraisal on the agricultural diversification in different districts of Karnataka. Mysore journal of agricultural sciences. Vol: 45 (4): 788-794.
  • Rathod, S. Surendra, H. S., Munirajappa, R. and Chandrashekar. H (2011).  Cluster analysis on Area, Production and Productivity for major selected crops in Karnataka. Mysore journal of agricultural sciences. Vol: 46 (2): 193-299.
  • Rathod, S. Surendra, H. S., Munirajappa, R. and Chandrashekar. H (2011).  Statistical assessment on the factor influencing agricultural diversification in different districts of Karnataka. Environment & Ecology. Vol: 30 (3A): 790-794.
  • Books (Manual): Statistical Modeling and Forecasting for Agricultural Data by Rajeev Ranjan Kumar, Santosha Rathod, Ravindra Singh Shekhawat. (2017). ICAR-IASRI, New Delhi.
  • Popular Article: Rathod S, K N Singh, Paul R K and Ray M. (2017). Hybrid ARFIMA Model for Forecasting Long Memory Time Series Data. News Letters of ICAR-IASRI. 22(3): 2-3.
  • Popular Article: संतोष राठोड़, के.ऐन. सिंह, बिशाल गुरूंग, राजीव रंजन कुमार, मृन्मय राय, प्रकाश कुमार,नीरज बुढ़लाकोटी  और  रविंद्र सिंह शेखावत (2017). कर्नाटक में कृषि विविधीकरण एक सांख्यिकीय मूल्यांकन. सांख्यिकी विमर्श.
Books
  • E-books published: Rathod, Santosha and R S Shekhawat (2017). Advanced Statistical Tools and Techniques for Modeling and Forecasting Agricultural Data, ICAR-IASRI, New Delhi.
  • E-manual (CD) Published: Rathod, Santosha and R S Shekhawat (2017). Advanced Statistical Tools and Techniques for Modeling and Forecasting Agricultural Data, ICAR-IASRI, New Delhi.
  • Manuals Published: Rathod, Santosha and R S Shekhawat (2017). Advanced Statistical Tools and Techniques for Modeling and Forecasting Agricultural Data, Training Manual-I, ICAR-IASRI, New Delhi.
  • Manuals Published: Rathod, Santosha and R S Shekhawat (2017). Advanced Statistical Tools and Techniques for Modeling and Forecasting Agricultural Data, Training Manual-II, ICAR-IASRI, New Delhi.
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