Collate and Plot TMP TGAS Data

[zoeread]

I formatted the TMP TGAS data and created metadata.

• Should we add QAQC flags for samples that are 10x the mean of a treatment plot? There are quite a few very high samples in Saltwater, but they might be accurate.
• There are a few samples that only have "C" for the Sapflux Tree ID, and the notes say there was no other information on the vial. Are these useful since we know they're controls or should I remove them?
• Collated Data PDF (combined Synoptic TGAS plots and TEMPEST SGAS plots, but probably don't need all of them): https://github.com/COMPASS-DOE/TEMPEST/blob/8868ad9218b3dcb6545e4ad603d7c6d91321bdc0/Data/tree_gas_wells/COMPASS_TEMPEST_TGW_Collate_AllData.pdf

[wilsonsj100]

• Should we add QAQC flags for samples that are 10x the mean of a treatment plot? There are quite a few very high samples in Saltwater, but they might be accurate.
  I think that the samples that are really high are mostly from S7 which is always really high. These are true values because they have been repeatable and Nick's new data shows that the tree is essentially hollow and rotting inside. Very cool! We can flag them, but maybe we just put a note on those samples that say something to this effect that the concentrations are valid?

• There are a few samples that only have "C" for the Sapflux Tree ID, and the notes say there was no other information on the vial. Are these useful since we know they're controls or should I remove them?
  **These ones we might need some help from @aestearns01 to figure out which ones these are. Do they #'s associated with them? Ie. a sample number? Sometimes we go by that and there might be some trees that were retired as sapflow trees but they are still sampled. **

• Collated Data PDF
  I think this looks great. I think we have a few repeated plots (boxplots by plot) that we could just keep the ones that are in the TMP color scheme. It would be great to have a couple more tables, maybe the average by tree and we might just put a note in the pdf about that one tree in SW that is really high.

Thank you so much!

[aestearns01]

Should we add QAQC flags for samples that are 10x the mean of a treatment plot? There are quite a few very high samples in Saltwater, but they might be accurate.

• S7 has always been very high in CH4. It is not actually hollow, but is rotting and collecting water on the inside

There are a few samples that only have "C" for the Sapflux Tree ID, and the notes say there was no other information on the vial. Are these useful since we know they're controls or should I remove them?

• I looked thru the files and data sheets for/from 2022. These "C" samples were the Control plot Pre Treatment day 1 collection. It looks like in the GC data that these "C" exetainers may not have had sample in them at all. The CO2 and CH4 results look very low. I also cannot find any way to be certain which trees these may have been associated with so I don't think we can use the data ?? We do have the Pre Treatment Day 2 samples/data for the 2022 Control trees for comparison with treatment data.

Let me know if this makes sense.