(LBNP) has been utilized to selectively unload cardiopulmonary baroreceptors, but there is evidence that arterial baroreceptors can be transiently unloaded after the onset of mild LBNP. In this paper, a black box mathematical model for the prediction of diastolic blood pressure (DBP) variability from multiple inputs (systolic blood pressure, R-R interval duration, and central venous pressure) was applied to interpret the dynamics of blood pressure maintenance under the challenge of LBNP and in long-duration, headdown bed rest (HDBR). Hemodynamic recordings from seven participants in the WISE (Women's International Space Simulation for Exploration) Study collected during an experiment of incremental LBNP (Ϫ10 mmHg, Ϫ20 mmHg, Ϫ30 mmHg) were analyzed before and on day 50 of a 60-day-long HDBR campaign. Autoregressive spectral analysis focused on low-frequency (LF, ϳ0.1 Hz) oscillations of DBP, which are related to fluctuations in vascular resistance due to sympathetic and baroreflex regulation of vasomotor tone. The arterial baroreflex-related component explained 49 Ϯ 13% of LF variability of DBP in spontaneous conditions, and 89 Ϯ 9% (P Ͻ 0.05) on day 50 of HDBR, while the cardiopulmonary baroreflex component explained 17 Ϯ 9% and 12 Ϯ 4%, respectively. The arterial baroreflexrelated variability was significantly increased in bed rest also for LBNP equal to Ϫ20 and Ϫ30 mmHg. The proposed technique provided a model interpretation of the proportional effect of arterial baroreflex vs. cardiopulmonary baroreflex-mediated components of blood pressure control and showed that arterial baroreflex was the main player in the mediation of DBP variability. Data during bed rest suggested that cardiopulmonary baroreflex-related effects are blunted and that blood pressure maintenance in the presence of an orthostatic stimulus relies mostly on arterial control. arterial blood pressure; variability; baroreflex; lower body negative pressure; bed rest MILD OR NONHYPOTENSIVE LOWER body negative pressure (LBNP; Ϫ20 mmHg Ͻ LBNP Ͻ 0 mmHg) has been used to selectively unload cardiopulmonary baroreceptors (25,44,46,50). However, straightforward observations of the time course of mean arterial pressure (MAP) following rapid onset of mild LBNP (17, 18) evidenced a transient decrease followed by a recovery of pre-LBNP onset values, suggesting that arterial baroreceptors are affected by mild LBNP as well. More detailed analyses of such transient decreases of MAP in LBNP (13) showed that also systolic blood pressure (SBP) and diastolic blood pressure (DBP) fall and are restored within ϳ15 heart beats, confirming a direct involvement of arterial baroreflex, consistently with previous reports (23,35,45). However, to our knowledge, the quantification of the relative dynamic contribution of arterial and cardiopulmonary baroreflex has not been addressed yet. Fu et al. (13) concluded that arterial baroreflex is engaged and unloaded by mild LBNP, but they could not determine the proportional influence of cardiopulmonary vs. arterial baroreflex on t...