The invention relates to the technical field of meteorological
data visualization, in particular to a meteorological
data visualization method and device,
electronic equipment and a storage medium. According to the meteorological
data visualization method and device, firstly, a lightweight multi-resolution data organization unit is established based on a spatial index, a
server-side pre-rendering slice is replaced, the storage pressure is reduced, and the data updating flexibility is improved; secondly, a dynamic
thread pool and a load balancing mechanism are adopted,
data processing tasks are intelligently decomposed and executed in parallel,
client computing resources are fully utilized, the
processing efficiency is remarkably improved, then coordinate conversion, interpolation and
graph drawing are completed in a working thread through an off-screen rendering engine, calculation and rendering decoupling is achieved, and the
system performance is improved. And finally, an incremental updating mechanism and a dirty marking technology are introduced, only local redrawing is carried out on a change area, and a cache
multiplexing mechanism is combined, so that global rendering overhead is effectively avoided, and real-time, smooth and high-interactivity
visualization of
mass meteorological data is realized at a Web end.