Assessments of average annual precipitation (AAP) are necessary for hy
drological studies of a watershed for various water resources activiti
es. Although AAP isohyetal maps provide global information, the behavi
or of precipitation occurrence al and around any individual station ca
nnot be assessed from such maps. For this purpose, the point cumulativ
e semivariogram (PCSV) concept is presented and applied to precipitati
on records from Yucca Mountain, NV, USA. These PCSVs provide qualitati
ve interpretations that are subsequently convertible to simple quantit
ative relationships for predictions. Further, PCSV provides informatio
n about the nugget effect, radius of influence, structural changes etc
. within the regional variations in the precipitation event around eac
h station. The application revealed that Yucca Mountain annual precipi
tation amounts are not regionally homogeneous but have three distincti
ve types of homogeneity subregions. In the first category there is no
nugget effect in the regional precipitation around the site concerned
whereas there is significant regional dependence at small distances fr
om the site. The second category includes a rather perfect regional re
lationship around the station concerned up to a certain distance and t
hen onwards there is an abrupt region of independence. Finally, the la
st category implies that the precipitation amount at a station accumul
ates due to local convective rainfall events. (C) 1998 Elsevier Scienc
e B.V.