This schematic showing ARM’s Southern Great Plains atmospheric observatory illustrates the difference between VARANAL and VARANAL3D. The Atmospheric Radiation Measurement (ARM) user facility has made available its first three-dimensional (3D) large-scale forcing data using a 3D constrained variational analysis approach, known as VARANAL3D. Initially, VARANAL3D evaluation data are available from two field campaigns at ARM’s…