We develop energy roadmaps to significantly slow global warming and nearly eliminate air-pollution mortality in 139 countries. These plans call for electrifying all energy sectors (transportation, heating/cooling, industry, agriculture/forestry/ fishing) and providing the electricity with 100% wind, water, and solar (WWS) power. Fully implementing the roadmaps by 2050 avoids 1.5 C global warming and millions of deaths from air pollution annually; creates 24.3 million net new long-term, full-time jobs; reduces energy costs to society; reduces power requirements 42.5%; reduces power disruption; and increases worldwide access to energy.
This study tests the utility of convolutional neural networks as a postprocessing framework for improving the National Center for Environmental Prediction's Global Forecast System's integrated vapor transport forecast field in the Eastern Pacific and western United States. Integrated vapor transport is the characteristic field of atmospheric rivers, which provide over 65% of yearly precipitation at some western U.S. locations. The method reduces full‐field root‐mean‐square error (RMSE) at forecast leads from 3 hr to seven days (9–17% reduction), while increasing correlation between observations and predictions (0.5–12% increase). This represents an approximately one‐ to two‐day lead time improvement in RMSE. Decomposing RMSE shows that random error and conditional biases are predominantly reduced. Systematic error is reduced up to five‐day forecast lead, but accounts for a smaller portion of RMSE. This work demonstrates convolutional neural networks potential to improve forecast skill out to seven days for precipitation events affecting the western United States.
Serum total testosterone, total 17 beta-estradiol, LH, FSH, and PRL concentrations were measured by RIA in 59 homosexual men infected with the human immunodeficiency virus (32 clinically healthy antibody-positive men (HH+), 20 men with acquired immune deficiency syndrome (AIDS), and 7 men with AIDS-related complex (ARC). The results were compared with those of 26 antibody-negative homosexual men (HH-) who served as controls. The mean serum total testosterone concentration was significantly lower in the men with AIDS [414 +/- 230 (+/- SD) ng/dL (14.5 +/- 8.0)] than in the HH- men [550 +/- 172 ng/dL (19.0 +/- 6.0 nmol/L); P less than 0.05]. The mean serum LH level was significantly higher in the men with AIDS (26 +/- 14 vs. 14 +/- 4 IU/L in HH- men; P less than 0.01) and slightly but significantly higher in the men with ARC (19 +/- 8 IU/L; 0.10 greater than P greater than 0.05). Serum FSH also was significantly higher in the men with AIDS (P less than 0.05). Serum PRL was significantly higher in the men with ARC (10 +/- 2 micrograms/L; P less than 0.05) and AIDS (16 +/- 10 micrograms/L; P less than 0.001) than in the HH- men (8 +/- 3 micrograms/L). Serum sex hormone-binding globulin levels were similar in HH- men and men with AIDS as were serum T responses to hCG administration for 2 days. These results suggest that alterations of the hypothalamic-pituitary-gonadal axis indicative of primary hypogonadism accompany human immunodeficiency virus infection in homosexual men.
Urethral catheterization, the standard method for measurement of bladder volume, is associated with patient discomfort plus the risks of urethral trauma and urinary tract infection. A portable ultrasound instrument that automatically determines bladder volume was used for 164 determinations and the digital readout correlated with the catheterized volume (r2 equals 0.79). This instrument is a noninvasive alternative to urethral catheterization for the determination of bladder volume in most patients.
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