I spend sometimes several weeks out in the desert/mountains. I have just assumed a Li-Ion battery can't realistically be recharged in the field without a fairly large solar array or generator, but I haven't seriously looked into it.
Does anyone actually recharge large Li-Ion batteries in the field? What do you use?
For solar charging there are a couple parameters to consider. How much energy is used over the course of a night (assuming astrophotography only). The other is how much energy the solar system can generate, taking into consideration latitude, climate, and time of year. Summer in your deserts will provide a lot more energy potential than December.
My Astro battery banks (I have two LiFePo4 battery banks), typical use 22 amp hours per night. So I need to push 22AH back into the batteries. Also keep in mind that to push every amp back into the battery bank, it has to be charged at the voltage specified by the battery manufacturer. Both of my Astro banks and my 300AH LiFePo4 camper battery need 14.6 volts for a full charge. Charging at 14.2 volts will not fully charge the batteries.
Here’s a long article about how I set up everything in my camper. Concepts are the same for a smaller capacity battery.
http://popupbackpack...epo4-batteries/
Another article deals with lead-acid deep cycle batteries and the charging requirements, with are much different than Li batteries. Lead-acid deep cycle batteries needs a 4-stage charging strategy. LiFePo4 is much simpler. I use a PowerWerx 30amp regulated power supply to charge my two Astro battery banks.
http://popupbackpack...r-battery-bank/
Charging my Astro battery banks at home.

Most people haven’t watched/measured the volts/amps during battery charging. Depending upon the state of charge, the battery amps will be high and volts low. As state of charge of the battery gets fuller, the charging amps decrease and volts increase. Fully charged, both my Astro battery banks will be 14.6 volts and zero amps showing on the power supplies. Typically the batteries are around 13.15 volts after a night of imaging. Although the power supply can output 30 amps, both battery banks are only accepting around 12-13 amps, while the power supply that is set at 14.6 volts will only show around 13.3 at first. All of this is determined by the internal resistance and state of charge of the battery. In the image above, both battery banks are approaching a full state of charge.
What is nice about the quality “power stations” like Jackery, is they internally regulate the charging voltage and they also sell solar panels that are “plug and play.” One needs to select the size of the panel to deliver the amount of daily charge required for one’s individual circumstances. I have never owned one of these turnkey systems, having always assembled my own systems, which include three campers over the past 20 years.