To cut or to shrink, that is the question

“Loud” = white-hot bits on spectrogram are the loudest. “bassy” = everything below 200Hz …
removing bassy thud on plosive with Audacity's ''spectral edit shelves'' tool.gif
You’ll have to to increase the “window size” of the spectrogram from the default setting of 256 to 2048 to see detail in the bass frequencies …
Audacity Preferences showing spectrogram settings.png
If you have a lot of such thuds to remove you could try a multi-band compressor which can be set to ensure no bassy sounds go above user-defined volume threshold. Such a tool will process all of the audio in one go, i.e. it does not need to be applied individually to each instance. Paul-L’s De-Esser plugin can also be used as a De-Thumper if it is set to operate in the bass frequency range : 20Hz-200Hz , ( but Paul-L plugin is comparatively slow, even on two frequency bands ).