The Short Version
The evidence does not support the broad claim as stated. In some premenopausal contexts, obesity is associated with lower estradiol or altered hormone signaling, but after menopause obesity commonly raises estrogen levels because adipose tissue produces estrogen. That means the relationship is bidirectional and depends heavily on menopausal status, so describing obesity in women generally as causing estrogen deficiency is materially misleading.