VecStatGraphs2D, A Tool for the Analysis of Two-Dimensional Vector Data: An Example Using QuikSCAT Ocean Winds

• Published in: IEEE geoscience and remote sensing letters 2014-05, Vol.11 (5), p.921-925
• Main Authors: Rodriguez, P. G., Polo, M. E., Cuartero, A., Felicisimo, A. M., Ruiz-Cuetos, J. C.
• Format: Article
• Language: English
• Subjects: Azimuth; Bird migration; Birds; Circular statistics; directional data; Graphics; Oceans; QuikSCAT; R project; Statistical analysis; statistical graphics; Vectors; Wind speed
• ISSN: 1545-598X; 1558-0571
• DOI: 10.1109/LGRS.2013.2281840

Circular or directional data are used in disciplines such as meteorology, geomatics, biology, and geology. The analysis of angular data requires special methods that are available in some statistical packages. However, these tools analyze only the angular values and do not include the vector modules, assuming unit vectors in all cases. In this letter, an open-source graphic and statistical package, i.e., VecStatGraphs2D, is described. It works in the R environment and provides statistics and graphics for modules (linear) and azimuths (circular), as well as graphics for the joint analysis of modules and azimuths. QuikSCAT satellite wind data are used to demonstrate some features of the package. QuikSCAT data are non-unit-length vectors, where both azimuth and magnitude (speed) are derived from u and v vector components (vector projections over the x- and y-axes). The example is used to show the seasonal change of winds in the Intertropical Convergence Zone, a key area in the ocean bird migration from the North to South Atlantic oceans.