S1 Fig. Construction of rainfall estimates using Climate Hazards Group InfraRed Precipitation
with Station (CHIRPS) 0.05˚ resolution daily data. (A) As an example, CHIRPS data
for the study area are shown for January 20, 2013 and (B) values within a 0.25˚ radius from the
participant centroid are identified; (C) the mean value within the buffer for each day over the study period is shown. This process was completed for each participant using her home GPS
coordinates to calculate rainfall for each day of her pregnancy.
S1 Table. Predictors of missing antenatal care (ANC) attendance, VHEMBE study, South
Africa, 2012–2013. Data are presented as mean (SD) or geometric mean (×/geometric SD) for
continuous measures, and n (%) for categorical measures.
S2 Table. Unadjusted, complete-case comparison of truncated Fourier series models for
seasonality of antenatal care attendance, maternal dietary intake, and infant birth size,
VHEMBE study, South Africa, 2012–2013. Data are likelihood ratio test statistics comparing
generalized linear models regressed on Fourier terms for date of birth. Four models were compared
for each outcome: (1) intercept only (Null model); (2) including the first order Fourier
pair (unimodal); (3) including the first and second order Fourier pairs (bimodal); and (4)
including the first through third order Fourier pairs (trimodal). Likelihood ratio tests were
used to compare nested models.
S3 Table. Relationship between daily rainfall during each trimester of pregnancy and antenatal
care (ANC) attendance, VHEMBE study, South Africa, 2012–2013. Data are odds
ratios (OR) and 95% confidence intervals (CI) from logistic regression models of binary antenatal
care (ANC) attendance outcomes regressed on average daily rainfall (continuous mm/
day) for each trimester. Inverse probability of censoring weights were applied to all models to
account for missing outcomes data. Adjusted models include maternal parity, HIV status, education,
marital status, and pregnancy desire; father’s supportiveness of the pregnancy; and
household income and distance to a main road.