Super interesting and helpful! Decreasing uncertainty seems highest value, when it comes to assessing effects of interventions on nematode populations.
One thing that I find striking and that I think illustrates this point well: most of the explained variance in Li et al’s models comes from data provider[1] systematic effects, rather than from environmental or land-use variables. (See their supplementary info).
- ^
“provider” being the person/group who supplied nematode data; ~50 providers contributed the dataset
Ah, right, good question. My understanding is that provider variance is modeled as a random effect.[1] I was looking at Supplementary Table 5: iiuc, provider effects explain R2_conditional—R2_marginal ~ 50% of the variance, whereas fixed effects explain 17% of the variance.
Paragraph 2.2.1: “Data provider was treated as a random effect to account for potential differences in sampling and analysis methods, and the selection of sampling sites”