Thank you Zhuraj. Unfortunately, there's no way for me to increase the resolution of these assets. You might be able to upscale them using an external tool or app, but I haven’t tested that myself, so I can’t say for sure how well it would work.
The reason it's labeled HD is simply to distinguish it from my 16-bit asset packs, as this one uses a higher resolution by comparison.