For one thing, C1 helps prevent disaster when your 20m high outdoor antenna falls on a power line.
Apart from that, you can eliminate the capacitor and adjust the tap point on the main coil toward ground, or further up the coil to give strongest signal. You may have to adjust C2 at each tap point to peak the signal.
22 picofarads seems rather small for C1, but may have been optimum for the author's antenna, coil, tap-point, and audio transducer. In the past, the broadcast band was full of signals, so that one signal of many should dominate the audio output. Selecting one-of-many signals may have been an important goal of the designer.
Today, fewer signals compete, so selectivity may be of less concern. These power-less crystal radios give feeble audio if a transmitter site is far, so you might regard sensitivity of more importance - in that case, make C1 larger, and search for the best tapping point.
The goal is to provide a large RF signal to the diode: a large amplitude is more efficiently detected, producing louder audio.