Accurate photovoltaic (PV) power forecasting ensures the stability and reliability of power systems.To address the complex characteristics of nonlinearity, volatility, and periodicity, a novel two-stage PV forecasting method based on an optimized transformer architecture is proposed.In the first 117 varick street stage, an inverted transformer back
Regional and Global-Scale LULC Mapping by Synergetic Integration of NDVI From Optical Data and Degree of Polarization From SAR Data
This study presents a novel classification model, the Normalized Difference Vegetation Index (NDVI), degree of polarization (DOP), texture classification model (NDTCM), for both regional and global scales, utilizing a synergistic approach that combines the NDVI from optical data with the DOP and its associated texture from synthetic aperture radar
Mitochondrial expression and activity of P-glycoprotein under oxidative stress in outer blood-retinal barrier
AIM: To investigate the role of oxidative stress in regulating the functional expression of P-glycoprotein (P-gp) in mitochondria of D407 cells.METHODS: D407 cells were exposed to different ranges of concentrations of H2O2.The mitochondrial location of P-gp in the cells subjected to oxidative stress was detected by confocal analysis.Expression of P
KRAS-Mutant Lung Cancer: Targeting Molecular and Immunologic Pathways, Therapeutic Advantages and Restrictions
RAS mutations are among the most common oncogenic mutations in human cancers.Among RAS mutations, KRAS has the highest frequency and is present in almost 30% of non-small-cell lung cancer (NSCLC) patients.Lung cancer is the number one cause of mortality among cancers as a consequence of outrageous aggressiveness and late diagnosis.High mortality ra
Undocumented Americans Need Equitable Language in Worker Training
Dear Editor: Undocumented immigrant American workers face barriers to adequate safety training and disparities in occupational health.1 The workplace plays a vital role in the lives of all Americans who perform the necessary work that keeps society functioning, including undocumented workers.It is important that workers receive training and educati