UN Office for the Co-ordination of Humanitarian Affairs (UN OCHA). maintains a site containing humanitarian contribution data relating to specific crises. It measures aid from from donor governments and recipient agencies as well as information on specific pledges carried in the media, on donor websites, or quoted in pledging conferences.
Open access data is increasingly being made available via Aid Data
International Aid transparency Initiative has datasets from international agencies and NGOs working in aid.