It happened about 8:25 a.m., fire officials told WNBC.

High winds are being blamed for the accident.

>> Read more trending stories  

The FDNY confirmed that there was one fatality and three injuries. According to the NYPD, a pedestrian was killed, and three others were injured.

Mayor Bill de Blasio said it will take days to complete the investigation and repair the damage in the area.

The crane was being secured due to the wind gusts when it collapsed.