Fig. 1

(a) Location of the study area in Pakistan. (b) Topography of the study region. (c) Modified ESRI land use data for land use mapping of Punjab which was accessed and downloaded from https://livingatlas.arcgis.com/landcover/ website. (d) Cropping pattern.