Impact of climate on Spot Blotch (Bipolaris sorokiniana) severity on wheat (Triticum aestivum) crop over Eastern Gangetic Plains (EGP) of India
DOI:
https://doi.org/10.54386/jam.v21i4.279Keywords:
Spot blotch, wheat, heading, ARIMA model, MLR modelAbstract
Spot blotch (SB) in wheat crop is caused by Bipolaris sorokiniana, become an epidemic in warm and humid regions. The climate influences the incidence and severity of the crop diseases. The present study is an attempt to assess the role of climatic parameters on the SB of wheat. The experiment was conducted on susceptible wheat varieties grown under timely and late sown conditions at Varanasi for three consecutive years (2014-15, 2015-16, and 2016-17). The Multi Liner Regression (MLR) model revealed that the R2 for disease severity was 0.74 and 0.72, for timely and late sown conditions, respectively. Autoregressive Integrated Moving Average (ARIMA) models were evaluated to predict the SB severity. Out of eight ARIMA models, ARIMA (1, 0, 1) was the best fit to predict the disease severity. The R2 and RMSE were 0.88 and 7.61, respectively for the timely sown condition. For the late sown, R2 was 0.86 and RMSE 5.48. It was noted that the disease incidence and severity increased rapidly during 8th to 13th SMW that follows after the heading. The risk of SB increased after heading in those areas characterized by average maximum temperature >30 °C with high relative humidity >50%. The outbreaks of SB were recorded during this period. This study will help wheat growers of the EGP for timely adaptation of management practices and breeder for the screening of SB resistant germplasms.
Downloads
Published
How to Cite
Issue
Section
License

This work is licensed under a Creative Commons Attribution 4.0 International License.
This is a human-readable summary of (and not a substitute for) the license. Disclaimer.
You are free to:
Share — copy and redistribute the material in any medium or format
Adapt — remix, transform, and build upon the material
The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
NonCommercial — You may not use the material for commercial purposes.
ShareAlike — If you remix, transform, or build upon the material, you must distribute your contributions under the same license as the original.
No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Notices:
You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation.
No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rights may limit how you use the material.