Skip to main content
. Author manuscript; available in PMC: 2021 Jun 22.
Published in final edited form as: Environ Toxicol Chem. 2020 Jan;39(1):101–117. doi: 10.1002/etc.4563

TABLE 4:

Summary of the 250 species and metal combination entries in the compilation of metal bioavailability toxicity model studies in Supplemental Data, Table S1

Category Typea Percent (number)b
Type of model BLMc 66.0 (165)
WHAM-FTOXd 11.6 (29)
MRM 14.8 (37)
Mixed 9.2 (23)
FIAM 4.4 (11)
Hardness 1.6 (4)
GLMM + WHAM 0.4 (1)
MixTox 0.4 (1)
TKTD 0.4 (1)
TOX 0.4 (1)
WHAM regression 0.4 (1)
Type of validation Autovalidation 49.6 (124)
Independent validation 25.6 (64)
Autovalidation and independent validation 16.8 (42)
Cross-species extrapolation 8.0 (20)
Method used to present results Predicted versus observed (1:1) plot 80.4 (201)
Other graphical method 17.6 (44)
Table 5.2 (13)
Narrative 0.4 (1)
a

Types of models: BLM = biotic ligand model-type model (e.g., Di Toro et al. 2001); FIAM = free-ion activity model; GLMM = generalized linear mixed model; Hardness = based on hardness regression; Mixed = mixture of model types; MixTox = MixTox model of Jonker et al. (2005); MRM = multiple regression–type model; TKTD = toxicokinetic/toxicodynamic model; TOX = Tox function–type model (e.g., Balistrieri et al. 2015); WHAM = WHAM-FTOX-type model (e.g., Tipping and Lofts 2013); WHAM = Windermere humic aqueous model (e.g., Tipping 1994); WHAM regression = regression based on WHAM speciation.

b

For types of models and for methods used to present results, the sum of the types exceeds 100% because for some entries more than one type of model was validated or more than one type of method was used to present the validation results.

c

In addition, 1 metal speciation-validation analysis was conducted for a BLM.

d

In addition, 4 metal speciation-validation analyses were conducted for a WHAM.