There’s quite a lot in this book about chemical warfare, but I noticed something different later in the book: "The Miasmatic War - Manoeuvres of the Artillery of the Offensive Medical Corps"
Miasma was a popular theory at the time of how disease was spread. Perhaps he envisioned biological warfare in the future? And are those soldiers protecting themselves with surgical facemasks?