Measurements of temperature at the ocean surface are an indispensible
part of the Global Climate Observing System (GCOS). We describe the va
rying coverage of these measurements from the mid-nineteenth century t
hrough to the present era of satellite data, along with ongoing attemp
ts to augment the available digitized data base. We next survey attemp
ts to remove systematic biases from both sea surface temperature (SST)
and marine air temperature (MAT) data and to combine in situ and sate
llite SSTs in a consistent manner. We also describe new or planned geo
graphically complete climatologies of SST and night MAT for 1961-90. T
hese are expected to be more reliable than existing climatologies in t
he Southern Ocean and other sparsely-observed areas. The new SST clima
tology has been used in the construction of an improved geographically
-complete data set of sea ice and SST: the techniques used are briefly
reviewed, as are other methods of analysis and assessment of worldwid
e SST. We present global and regional time series of anomalies (i.e. d
eviations from reference climatology) of SST and night MAT for 1856 to
1994 constructed using the most complete data and best-estimate bias-
corrections hitherto available. These series are compared with earlier
published series, and are validated by means of comparisons with anom
alies of air temperature from coastal and island stations. The sensiti
vity of the time series to imperfect coverage is assessed by means of
frozen grid experiments. The results underscore the need for ongoing d
evelopment of SST and MAT data bases within GCOS for the detection of
climatic change, and for improved methods of analysis to optimally iso
late the signals from incomplete data.