Prognostic and diagnostic assessment of hydrological drought using water and energy budget-based indices

•Novel approach was proposed to assess the hydrological drought using multi-sensored remote sensing data.•Hydrological drought was assessed using prognostic and diagnostic approach.•EWDI and WBDI was developed using remote sending data.•Evapotranspiration is a one of major factor affecting hydrological drought.