UN condemns 'unconscionable' killing of Palestinian children after Israel bombing campaign
"Inflicting hurt on any child during the course of conflict is deeply disturbing," Michelle Bachelet, the United Nations high commissioner for human rights, said in a statement.
"The killing and maiming of so many children this year is unconscionable."
The Israeli air and artillery strikes targeted positions of the Palestinian Islamic Jihad (PIJ) group.
Her office said that 19 children had been killed in the Palestinian territories in the recent unrest, taking the total number this year to 37.
Seventeen children were killed during the Gaza hostilities from August 5 to 7, while two more were killed on Tuesday in Israeli attacks in the West Bank.
The UN Human Rights Office (OHCHR) said that among the 48 Palestinians killed in last week's Gaza conflict, there were at least 22 civilians. They included the 17 children and four women.
Of the 360 Palestinians reported injured, nearly two-thirds were civilians, including 151 children, 58 women and 19 older people, OHCHR said.
"In a number of incidents, children were the majority of casualties," Bachelet's office said.
"Launching an attack which may be expected to incidentally kill or injure civilians, or damage civilian objects, in disproportionate manner to the concrete and direct military advantage anticipated, is prohibited," she said.
"Such attacks must stop."
Bachelet's office said that Palestinian armed groups launched hundreds of rockets and mortars, causing civilian casualties and damage to civilian objects in both Israel and Gaza.
She said this was a violation of international humanitarian law.
Israel insists that some of the civilian deaths including children were killed by Islamic Jihad rockets that fell short or misfired.
Bachelet called for investigations into all incidents where any person was killed or injured.
"An almost total lack of accountability persists in the occupied Palestinian territory," she said.
"Whether for violations of international humanitarian law by all parties in hostilities in Gaza, or for recurring Israeli violations of international human rights law and the law of occupation in the West Bank, including East Jerusalem."