Kernel Density Heatmap
Annotate one image with boxes and generate a KDE heatmap with contour visualization.
Browser-based tools for stomatal annotation and spatial distribution analysis, including single-image KDE, multi-image mean/std KDE, Moran's I, and Ripley's K. Open any tool directly in your browser with no installation required.
Annotate one image with boxes and generate a KDE heatmap with contour visualization.
Analyze multiple images together and compare average density fields and inter-image variation.
Use polygon annotations and spatial weight matrices to measure stomatal spatial autocorrelation.
Study clustered, regular, and random spatial patterns across multiple images using Ripley's K / L functions.