“…The central and northwestern parts of India constitute one of the global "hot spots" of land-atmosphere coupling where soil moisture anomalies exert a significant control on temperature and precipitation via strongly coupled processes Guo et al, 2006;Dirmeyer, 2011;Halder et al, 2015). In addition, efforts to investigate the role of land-surface processes during the onset (Saha et al, 2011(Saha et al, , 2017Bollasina and Ming, 2013;Senan et al, 2016) and in the low-frequency variability of the Indian summer monsoon (Webster, 1983;Ferranti et al, 1999;Yasunari, 2007;Turner and Slingo, 2011;Saha et al, 2012;Halder et al, 2015Halder et al, , 2016Halder and Dirmeyer, 2017) have further added to the confidence that the prediction skill of the Indian summer monsoon can be further improved. However, the actual prediction skill arising from anomalies in the land surface state may depend on the methods of forecast initialization (Dirmeyer, 2005;Koster et al, 2011), errors in land surface initial conditions Halder, 2016, 2017) and the systematic errors in the model (Dirmeyer, 2003) that affect the land-atmosphere (LA) coupling strength (cf.…”