IIT Mandi researchers developed an algorithm to process 100 years of Indian Summer Monsoon (ISM) Rainfall data. They studied changes in ISM Rainfall’s periodicity and used the data to predict periodicity in future. “We found that ISM Rainfall has a periodicity of 2.85 years during which monsoon tends to switch between strong and weak years,” the lead researcher said.
Indian Institute of Technology Mandi Researchers have developed an algorithm to process 100 years of data of the Indian Summer Monsoon (ISM) Rainfall. It will also factor in information about global climate phenomena such as El Nino Southern Oscillation (ENSO) and can access periodicity of switching between strong and weak monsoon years.
The research was undertaken by Dr Sarita Azad, Assistant Professor, School of Basic Sciences, IIT Mandi, along with her research scholars Mr Pravat Jena, Mr Sourabh Garg and Mr Nikhil Ragha of IIT Mandi. They studied the changes in periodicity of Indian Summer Monsoon Rainfall and used the data to predict periodicity in future. Their work has recently been published in the reputed American Geophysical Union (AGU) peer-review International journal Earth and Space Science.
Indian Summer Monsoon, the annual cycle of winds coupled with strong cycle of rains, is undoubtedly the lifeline for India. While the monsoon itself is a stable phenomenon, arriving almost like clockwork every year, the short term fluctuations in the annual rainfall are unpredictable and pose a greater challenge.
Dr Sarita Azad and her team developed algorithms that can accurately detect intense rainfall events, taking into consideration the triennial oscillation period and other factors such as ENSO. For this purpose, Mr. Pravat Jena has developed an algorithm to analyse the changes in the periodicity of the Indian Summer Monsoon. It predicts the decreasing intensity of rainfall in most parts of the country, which covers 41% area. The team examined the spatial distribution of the triennial oscillations using rainfall data of 1260 months between 1901–2005. They analysed the power spectrum of the observed data and showed that the 2.85-year periodicity was present at 95% confidence level over more than half of the 354 grids across India.
Speaking about this research, Dr. Sarita Azad said, “We found that Indian Summer Monsoon Rainfall has a periodicity of 2.85 years, during which the monsoon tends to switch between strong and weak years. This 2.85 year period is called triennial oscillation.”
In addition to the triennial oscillation, the quantum of rains that occurs during the ISM is also connected to global climate phenomena such as El Nino Southern Oscillation (ENSO) that recurs in a 3-5-year period. Understanding the relationship between triennial oscillation, its spatial distribution, and how it is likely to change in future is important for reliable monsoon prediction.
Explaining the Indian Summer Monsoon, Mr Pravat Jena, research scholar, IIT Mandi, said, “The ISM involves complex interactions both in temporal and spatial scales. Despite complexity, monsoon rainfall seems to show a well-defined pattern.”
The research team has projected the data into a collaborative framework-based simulation called the Coupled Model Inter comparison Project (CMIP) to ascertain the future pattern of the 2.85-year period oscillation. The projections showed that there is a weakening of this oscillation by the year 2100.
Further, Dr. Sarita Azad added, “The triennial oscillation of ISMR depends on the global phenomena such as ENSO and the current triennial periodicity of 2.85 years may not hold good in future years, depending on the occurrence and periodicity of ENSO.”
Studies have shown that the periodicity of the ENSO itself is reducing, most likely linked to global warming, and this would have a direct impact on the strong-weak periodicity of the Indian Summer Monsoon.
“A weakened triennial monsoon cycle will have a severe impact on agriculture and water resource management, particularly over the southwest-coastal, northern, and northeast-central parts of India”, said Mr. Pravat Jena on the significance of their findings.
The evidence of changes in the triennial oscillation would be useful for policymakers, farmers, water managers etc. In a predominantly agricultural country like India, weak and strong monsoons substantially alter the agricultural output, and thus the economy, and it is important to understand the patterns and variations for better planning and management.