Returns a named list of SSD datasets from ssddata.
Arguments
- set
A string or character vector controlling which datasets are returned. Options:
"v2"(default): all current individual non-aggregate datasets"v1": fixed set of 20 datasets from ssddata v1one or more prefix strings e.g.
c("ccme", "anzg"): filters v2 by prefix"wqbench": splitswqbench_databyChemical"envirotox_acute": splitsenvirotox_acutebyChemical"envirotox_chronic": splitsenvirotox_chronicbyChemical"anztox": splitsanztox_databychemicalname_groupedxmediatype"alldata": aggregates all*_datasources and splits byChemical
Note: aggregated values (
"wqbench","envirotox_acute","envirotox_chronic","anztox","alldata") must be passed alone - they cannot be combined with each other or with prefix strings (e.g.c("wqbench", "ccme")is not supported and will error).- split
A character vector of column names to further split datasets by before returning. Columns absent from a dataset are silently skipped. Column values are appended to dataset names when the column is present. Default
NULLapplies no additional splitting.- summarize
A string controlling how duplicate Species rows within a chemical are handled.
"geomean"(default) applies a geometric mean and emits a message;"none"returns data as-is and emits a message listing duplicates.- cas_lookup
A flag. When
TRUE(default) andset = "alldata", usesdata-raw/anztox/cas_parent_lookup.csvto align chemical names/CAS numbers across datasets before splitting (currently a no-op hook).
Value
A named list of tibbles. Every tibble is guaranteed to have
Species as the first column and Conc as the second column.
Datasets with no species information (anon_*) receive sequential species
labels ("sp. A", "sp. B", ...). Additional columns follow in their
original order.
Examples
ssd_data_sets()
#> Geometric mean applied to duplicate species rows in: aims_aluminium_marine, anzg_boron_fresh.
#> $aims_aluminium_marine
#> # A tibble: 17 × 2
#> Species Conc
#> <chr> <dbl>
#> 1 Acropora tenuis 1300
#> 2 Amphibalanus amphitrite 416
#> 3 Ceratoneis closterium 27.2
#> 4 Coenobita variabilis 312
#> 5 Dunaliella tertiolecta 1400
#> 6 Ecklonia radiata 6800
#> 7 Exaiptasia pallida 817
#> 8 Heliocardis tuberculata 28000
#> 9 Hormosira banksii 9800.
#> 10 Minutocellus polymorphus 610
#> 11 Mytilus edulis 250
#> 12 Nassarius dorsatus 115
#> 13 Phaeodactylum tricornutum 2100
#> 14 Saccostrea glomerata 100
#> 15 Saccrostrea echinata 410
#> 16 Tetraselmis sp. 3200.
#> 17 Tisochrysis lutea 640
#>
#> $aims_gallium_marine
#> # A tibble: 6 × 9
#> Species Conc Common Domain Life_stage Phylum Source Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 Ceratoneis closter… 860 Diatom Tropi… NA Bacil… (Harf… EC10
#> 2 Tisochrysis lutea … 6000 Golde… Tropi… NA Hapto… (Tren… NOEC
#> 3 Nassarius dorsatus 3800 Dog w… Tropi… Larva Mollu… (Tren… EC10
#> 4 Coenobita variabil… 6010 Austr… Tropi… Zoea Crust… (van … EC10
#> 5 Amphibalanus amphi… 5070 Strip… Tropi… Nauplius Crust… (van … EC10
#> 6 Acropora tenuis 1160 Branc… Tropi… Larva Cnida… (Negr… EC10
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $aims_molybdenum_marine
#> # A tibble: 14 × 9
#> Species Conc Common Domain Life_stage Phylum Source Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 Dunaliella terti… 8.81e5 Green… Tempe… NA Chlor… (Heij… EC10
#> 2 Phaeodactylum tr… 1.7 e5 Diatom Tempe… NA Bacil… (Heij… EC10
#> 3 Ceramium tenuico… 2.74e5 Red a… Tempe… Adult Rhodo… (Heij… EC10
#> 4 Crassostrea gigas 1.17e6 Pacif… Tempe… Embryo Mollu… (Heij… EC10
#> 5 Mytilus edulis 4.4 e3 Blue … Tempe… Embryo Mollu… (Morg… EC10
#> 6 Acartia tonsa 7.96e3 Copep… Tempe… Embryo Crust… (Heij… EC10
#> 7 Strongylocentrot… 3.26e5 Purpl… Tempe… Embryo Echin… (Heij… EC10
#> 8 Dendraster excen… 2.34e5 Pacif… Tempe… Embryo Echin… (Heij… EC10
#> 9 Tisochrysis lutea 9.5 e3 Golde… Tropi… NA Hapto… (Tren… NOEC
#> 10 Nassarius dorsat… 7 e3 Dog w… Tropi… Larva Mollu… (Tren… NOEC
#> 11 Coenobita variab… 1 e4 Austr… Tropi… Zoea Crust… (van … NOEC
#> 12 Amphibalanus amp… 9 e3 Strip… Tropi… Nauplius Crust… (van … NOEC
#> 13 Americamysis bah… 1.16e5 Mysid… Tropi… Larva Crust… (Heij… NOEC
#> 14 Cyprinodon varie… 8.41e4 Sheep… Tropi… Embryo Chord… (Heij… EC10
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anon_a
#> # A tibble: 18 × 4
#> Species Conc Chemical Medium
#> <chr> <dbl> <chr> <chr>
#> 1 sp. A 500 a Unknown
#> 2 sp. B 1800 a Unknown
#> 3 sp. C 120 a Unknown
#> 4 sp. D 490 a Unknown
#> 5 sp. E 4 a Unknown
#> 6 sp. F 16 a Unknown
#> 7 sp. G 6250 a Unknown
#> 8 sp. H 100 a Unknown
#> 9 sp. I 7800 a Unknown
#> 10 sp. J 7990 a Unknown
#> 11 sp. K 1360 a Unknown
#> 12 sp. L 4000 a Unknown
#> 13 sp. M 1800 a Unknown
#> 14 sp. N 36.4 a Unknown
#> 15 sp. O 492 a Unknown
#> 16 sp. P 50 a Unknown
#> 17 sp. Q 200 a Unknown
#> 18 sp. R 1600 a Unknown
#>
#> $anon_b
#> # A tibble: 10 × 4
#> Species Conc Chemical Medium
#> <chr> <dbl> <chr> <chr>
#> 1 sp. A 1 b Unknown
#> 2 sp. B 2.6 b Unknown
#> 3 sp. C 5.1 b Unknown
#> 4 sp. D 8.4 b Unknown
#> 5 sp. E 13.8 b Unknown
#> 6 sp. F 15.2 b Unknown
#> 7 sp. G 20.7 b Unknown
#> 8 sp. H 31.8 b Unknown
#> 9 sp. I 114 b Unknown
#> 10 sp. J 125 b Unknown
#>
#> $anon_c
#> # A tibble: 16 × 4
#> Species Conc Chemical Medium
#> <chr> <dbl> <chr> <chr>
#> 1 sp. A 32 c Unknown
#> 2 sp. B 17020 c Unknown
#> 3 sp. C 143000 c Unknown
#> 4 sp. D 470 c Unknown
#> 5 sp. E 14 c Unknown
#> 6 sp. F 248 c Unknown
#> 7 sp. G 7.7 c Unknown
#> 8 sp. H 20 c Unknown
#> 9 sp. I 20 c Unknown
#> 10 sp. J 20 c Unknown
#> 11 sp. K 500 c Unknown
#> 12 sp. L 500 c Unknown
#> 13 sp. M 500 c Unknown
#> 14 sp. N 500 c Unknown
#> 15 sp. O 500 c Unknown
#> 16 sp. P 13000 c Unknown
#>
#> $anon_d
#> # A tibble: 12 × 4
#> Species Conc Chemical Medium
#> <chr> <dbl> <chr> <chr>
#> 1 sp. A 8944 d Unknown
#> 2 sp. B 10000 d Unknown
#> 3 sp. C 1650 d Unknown
#> 4 sp. D 2700 d Unknown
#> 5 sp. E 11800 d Unknown
#> 6 sp. F 4800 d Unknown
#> 7 sp. G 140 d Unknown
#> 8 sp. H 229 d Unknown
#> 9 sp. I 236 d Unknown
#> 10 sp. J 550 d Unknown
#> 11 sp. K 2226 d Unknown
#> 12 sp. L 5530 d Unknown
#>
#> $anon_e
#> # A tibble: 17 × 4
#> Species Conc Chemical Medium
#> <chr> <dbl> <chr> <chr>
#> 1 sp. A 11.2 e Unknown
#> 2 sp. B 17 e Unknown
#> 3 sp. C 3.4 e Unknown
#> 4 sp. D 5.5 e Unknown
#> 5 sp. E 20 e Unknown
#> 6 sp. F 1376 e Unknown
#> 7 sp. G 0.8 e Unknown
#> 8 sp. H 8200 e Unknown
#> 9 sp. I 3000 e Unknown
#> 10 sp. J 29050 e Unknown
#> 11 sp. K 11290 e Unknown
#> 12 sp. L 7116 e Unknown
#> 13 sp. M 13000 e Unknown
#> 14 sp. N 16400 e Unknown
#> 15 sp. O 16280 e Unknown
#> 16 sp. P 7100 e Unknown
#> 17 sp. Q 100 e Unknown
#>
#> $anzg_alpha_cypermethrin_fresh
#> # A tibble: 14 × 7
#> Species Conc Duration Genus Group Life_stage Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr>
#> 1 flosaquae 27.2 96 Anabaena Cyan… Not stated Chronic NOEC
#> 2 pelliculosa 72 96 Navicula Diat… Not stated Chronic NOEC
#> 3 gibba 1.39 168 Lemna Macr… Not stated Chronic NOEC
#> 4 australiensis 0.002 96 Paratya Crus… Adults Acute LC50
#> 5 dubia 0.025 192 Ceriodap… Crus… Neonates Chronic NOEC
#> 6 magna 0.037 504 Daphnia Crus… Neonates Chronic NOEC
#> 7 tritaeniorhynchus 0.143 24 Culex Inse… Larvae Acute LC50
#> 8 sinensis 6 24 Anopheles Inse… Larvae Acute LC50
#> 9 laevis 0.69 96 Xenopus Amph… Larvae Acute LC50
#> 10 rutilus capsicus 0.063 96 Rutilus Fish Juveniles Acute LC50
#> 11 molitrix 0.092 96 Hypophth… Fish Juveniles Acute LC50
#> 12 huso 0.095 96 Huso Fish Juveniles Acute LC50
#> 13 niloticus 0.342 96 Oreochro… Fish Larvae Acute LC50
#> 14 reticulata 0.943 96 Poecilia Fish Adults Acute LC50
#>
#> $anzg_aluminium_marine
#> # A tibble: 18 × 6
#> Species Conc Duration Genus Group Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr>
#> 1 closterium 27 72 Ceratoneis Diatom Chronic IC10
#> 2 polymorphus 610 72 Minutocellus Diatom Chronic IC10
#> 3 tricornutum 2100 72 Phaeodactylum Diatom Chronic IC10
#> 4 sp. 3200 72 Tetraselmis Microalga Chronic IC10
#> 5 tertiolecta 1400 72 Dunaliella Microalga Chronic IC10
#> 6 banksii 9800 72 Hormosira Brown alga Chronic NOEC
#> 7 radiata 6800 72 Ecklonia Brown alga Chronic IC10
#> 8 tuberculata 28000 72 Heliocidaris Echinoderm Chronic NOEC
#> 9 lividus 32 72 Paracentrotus Echinoderm Chronic NOEC
#> 10 edulis plannulatus 250 72 Mytilus Mollusc Chronic EC10
#> 11 echinata 410 72 Saccostrea Mollusc Chronic EC10
#> 12 glomerata 100 72 Saccostrea Mollusc Chronic NOEC
#> 13 lutea 640 72 Tisochrysis Microalga Chronic IC10
#> 14 tenuis 1300 18 Acropora Cnidarian Chronic EC10
#> 15 diaphana 817 336 Exaiptasia Cnidarian Chronic EC10
#> 16 dorsatus 115 96 Nassarius Mollusc Chronic EC10
#> 17 amphitrite 416 96 Amphibalanus Crustacean Chronic EC10
#> 18 variabilis 312 72 Coenobita Crustacean Chronic EC10
#>
#> $anzg_ametryn_fresh
#> # A tibble: 8 × 6
#> Species Conc Duration Genus Group Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr>
#> 1 pyrenoidosa 0.06 96 Chlorella Green alga Chronic EC50
#> 2 sp. 2000 240 Chlorococcum Green alga Chronic EC50
#> 3 sp. 7.2 72 Neochloris Green alga Chronic EC50
#> 4 sp. 4.8 72 Platymonas Green alga Chronic EC50
#> 5 quadricauda 30 96 Scenedesmus Green alga Chronic EC50
#> 6 capricornutum 1.14 168 Selenastrum Green alga Chronic NOEL
#> 7 gibba 2 168 Lemna Macrophyte Chronic NOEL
#> 8 amphoroides 5.2 72 Stauroneis Diatom Chronic EC50
#>
#> $anzg_ammonia_fresh
#> # A tibble: 40 × 6
#> Species Conc Duration Genus Group Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr>
#> 1 vulgaris 165 3 Chlorella Microalga Chronic EC10
#> 2 subcapitata 560 3 Raphidocelis Microalga Chronic EC10
#> 3 felina 1.2 30 Polycelis Flatworm Chronic NOEC
#> 4 dubia 42 7 Ceriodaphnia Cladoceran Chronic NOEC
#> 5 magna 21 21 Daphnia Cladoceran Chronic NOEC
#> 6 riparius 29 21 Chironomus Insect Chronic NOEC
#> 7 humeralis 7.2 29 Coloburiscus Insect Chronic NOEC
#> 8 sp. 3.2 29 Deleatidium Insect Chronic NOEC
#> 9 azteca 8.9 70 Hyalella Amphipod Chronic NOEC
#> 10 denticulata sinensis 19 21 Neocardidina Shrimp Chronic NOEC
#> # ℹ 30 more rows
#>
#> $anzg_bisphenol_a_fresh
#> # A tibble: 19 × 6
#> Species Conc Duration Genus Group Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr>
#> 1 laevis 500 90 Xenopus Amphibian Chronic NOEC
#> 2 arenarum 1800 14 Rhinella Amphibian Chronic NOEC
#> 3 magna 120 21 Daphnia Crustacean Chronic LC50
#> 4 azteca 490 42 Hyalella Crustacean Chronic NOEC
#> 5 rerio 4 90 Danio Fish Chronic LOEC
#> 6 promelas 16 164 Pimephales Fish Chronic NOEC
#> 7 latipes 60 44 Oryzias Fish Chronic NOEC
#> 8 riparius 100 20 Chironomus Insect Chronic NOEC
#> 9 gibba 7800 7 Lemna Macrophyte Chronic NOEC
#> 10 gymnorhiza 7990 28 Bruguiera Macrophyte Chronic LC50
#> 11 subcapitata 1360 4 Raphidocelis Microalga Chronic EC10
#> 12 braunii 4000 4 Chlorolobion Microalga Chronic NOEC
#> 13 calyciflorus 1800 2 Brachionus Micro-invertebrate Chornic NOEC
#> 14 trichium 36.4 5 Paramecium Micro-organism Chronic IC50
#> 15 caudatum 492 5 Paramecium Micro-organism Chronic IC50
#> 16 antipodarum 20 28 Potamopyrgus Mollusc Chronic NOEC
#> 17 cornuarietis 50 14 Marisa Mollusc Chronic NOEC
#> 18 acuta 200 21 Physa Mollusc Chronic LOEC
#> 19 sp. 1600 NA Heteromyenia Sponge Chronic NOEC
#>
#> $anzg_bisphenol_a_marine
#> # A tibble: 8 × 6
#> Species Conc Duration Genus Group Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr>
#> 1 cordatum 302 72 Prorocentrum Dinoflagel… Chronic EC50
#> 2 polykrikoides 3470 72 Margalefidinium Dinoflagel… Chronic EC50
#> 3 pulcherrimus 45.6 920 Hemicentrotus Echinoderm Chronic LOEC
#> 4 lividus 38.8 0.5 Paracentrotus Echinoderm Acute EC50
#> 5 purpuratus 45.3 96 Strongylocentrotus Echinoderm Chronic EC50
#> 6 diversicolor 0.19 96 Haliotis Mollusc Chronic EC5
#> 7 japonicus 20 96 Tigriopus Crustacean Acute LC50
#> 8 bahia 103 96 Americamysis Crustacean Acute LC50
#>
#> $anzg_boron_fresh
#> # A tibble: 21 × 3
#> Species Conc Species_Genus
#> <chr> <dbl> <chr>
#> 1 sp. A 17 auratus_Carassius
#> 2 sp. B 6.6 azteca_Hyalella
#> 3 sp. C 6.1 densa_Egeria
#> 4 sp. D 1.4 disperma_Lemna
#> 5 sp. E 5.6 dubia_Ceriodaphnia
#> 6 sp. F 41 fowleri_Anaxyrus
#> 7 sp. G 2.4 magna_Daphnia
#> 8 sp. H 4 mrigala_Cirrhinus
#> 9 sp. I 6.2 mykiss_Oncorhynchus
#> 10 sp. J 4.9 ochreatus_Potamogeton
#> # ℹ 11 more rows
#>
#> $anzg_chlorine_marine
#> # A tibble: 29 × 7
#> Species Conc Duration Genus Group Life_stage Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr>
#> 1 excentricus 6.4 0.003470833 Dendraster Echin… Sperm Acute EC50
#> 2 plicatilis 90 0.020833333 Brachionus Rotif… Not stated Acute LC50
#> 3 virginica 23 4 Crassostrea Mollu… Larva Acute LC50
#> 4 tonsa 29 4 Acartia Crust… Not stated Acute LC50
#> 5 sp. 687 4 Pontogeneia Crust… Adult Acute LC50
#> 6 sp. 145 4 Anonyx Crust… Adult Acute LC50
#> 7 americanus 2890 0.041666667 Homarus Crust… Larva Acute LC50
#> 8 sp. 162 4 Neomysis Crust… Adult Acute LC50
#> 9 bahia 68 4 Mysidopsis Crust… Juvenile Acute LC50
#> 10 danae 178 4 Pandalus Crust… Juvenile … Acute LC50
#> # ℹ 19 more rows
#>
#> $anzg_chromium_III_fresh
#> # A tibble: 13 × 6
#> Species Conc Duration Genus Group Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr>
#> 1 ambiguum 19 48 Spirostomum Protozoa Chronic EC50
#> 2 subcapitata 3.4 72 Raphidocelis Microalga Chronic EC50
#> 3 kessleri 10 72 Chlorella Microalga Chronic EC50
#> 4 chlorelloides 557 72 Dictyosphaerium Microalga Chronic EC50
#> 5 calyciflorus 82 24 Brachionus Rotifer Acute LC50
#> 6 quadridentata 128 24 Lecane Rotifer Acute LC50
#> 7 magna 330 504 Daphnia Crustacean Chronic EC16
#> 8 similis 324 48 Daphnia Crustacean Acute EC50
#> 9 mykiss 48 1,728 Oncorhynchus Fish Chronic NOEC
#> 10 reticulata 333 96 Poecilia Fish Acute LC50
#> 11 auratus 410 96 Carassius Fish Acute LC50
#> 12 promelas 507 96 Pimephales Fish Acute LC50
#> 13 macrochirus 746 96 Lepomis Fish Acute LC50
#>
#> $anzg_copper_marine
#> # A tibble: 45 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 punctulata 1.4 3 Entomoneis Diat… Exponenti… Bacil… Population g…
#> 2 polymorphus 0.2 3 Minutocell… Diat… Exponenti… Bacil… Population g…
#> 3 closterium 3.3 3 Ceratoneis Diat… Exponenti… Bacil… Population g…
#> 4 tricornutum 1 3 Phaeodacty… Diat… Exponenti… Bacil… Population b…
#> 5 huxleyi 8.5 3 Coccolithus Gold… Exponenti… Hapto… Population g…
#> 6 oceanica 1.3 3 Gephyrocap… Gold… Exponenti… Hapto… Population g…
#> 7 sulcata 0.84 3 Proteomonas Gold… Exponenti… Hapto… Population g…
#> 8 lutea 2.7 3 Tisochrysis Gold… Exponenti… Hapto… Population g…
#> 9 sp. 300 3 Cyanobium Cyan… Exponenti… Cyano… Population a…
#> 10 tertiolecta 8 3 Dunaliella Gree… Exponenti… Chlor… Population g…
#> # ℹ 35 more rows
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_dioxins_fresh
#> # A tibble: 8 × 9
#> Species Conc Duration Genus Group Life_stage Notes Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 carpio 0.000024 132 Cyprinus Fish Adult 2,3,… Mortality
#> 2 lucius 0.0001 15 Esox Fish Egg 2,3,… Mortality
#> 3 kisutch 0.00056 64 Oncorhynchus Fish Juvenile 2,3,… Mortality
#> 4 mykiss 0.000015 56 Oncorhynchus Fish Fry 2,3,… Growth
#> 5 latipes 0.0025 11 Oryzias Fish Embryo 2,3,… Mortality
#> 6 promelas 0.00059 7 Pimephales Fish Embryo 2,3,… Mortality
#> 7 fontinalis 0.0009 82 Salvelinus Fish Egg 2,3,… Mortality
#> 8 namaycush 0.00125 92 Salvelinus Fish Egg 2,3,… Mortality
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_diuron_fresh
#> # A tibble: 16 × 8
#> Species Conc Duration Genus Group Life_stage Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr>
#> 1 minutissimum 10.3 4 Achn… Diat… Planktoni… Growth rate
#> 2 accomoda 315 4 Crat… Diat… Planktoni… Growth rate
#> 3 meneghiniana 4.9 4 Cycl… Diat… Planktoni… Growth rate
#> 4 silesiacum 10.4 4 Ency… Diat… Planktoni… Growth rate
#> 5 minima 1886 4 Eoli… Diat… Planktoni… Growth rate
#> 6 capucina var. vaucheri… 0.54 4 Frag… Diat… Planktoni… Growth rate
#> 7 rumpens 7.43 4 Frag… Diat… Planktoni… Growth rate
#> 8 ulna 17.6 4 Frag… Diat… Planktoni… Growth rate
#> 9 parvulum 365 4 Gomp… Diat… Planktoni… Growth rate
#> 10 fossalis 86.5 4 Maya… Diat… Planktoni… Growth rate
#> 11 pelliculosa 9.17 3 Navi… Diat… Not stated Biomass yiel…
#> 12 palea 199 4 Nitz… Diat… Planktoni… Growth rate
#> 13 subspicatus 2.3 3 Scen… Gree… Not stated Biomass yiel…
#> 14 capricornutum 0.44 4 Sele… Gree… Not stated Biomass yiel…
#> 15 gibba 2.49 7 Lemna Macr… Not stated Frond number…
#> 16 leopoliensis 1.14 3 Syne… Cyan… Not stated Biomass yiel…
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_diuron_marine
#> # A tibble: 12 × 8
#> Species Conc Duration Genus Group Life_stage Test_endpoint Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 muelleri 1.5 3 Chae… Diat… Exponenti… Specific gro… Chronic NEC
#> 2 punctul… 2 3 Ento… Diat… Not stated Cell density Chronic NOEC
#> 3 closter… 2 3 Nitz… Diat… Not stated Cell density Chronic NOEC
#> 4 pyrifor… 2.2 3 Neph… Gree… Not stated Cell density Chronic EC10
#> 5 sp. 1.64 3 Tetr… Gree… Exponenti… Specific gro… Chronic EC10
#> 6 salina 1.7 3 Rhod… Cryp… Exponenti… Specific gro… Chronic NEC
#> 7 goreaui 2.5 14 Clad… Dino… Exponenti… Specific gro… Chronic EC10
#> 8 huxleyi 0.54 3 Emil… Gold… Exponenti… Cell density Chronic NOEC
#> 9 galbana 1.09 3 Isoc… Gold… Not stated Cell density Chronic EC10
#> 10 lutea 0.6 3 Tiso… Gold… Exponenti… Specific gro… Chronic EC10
#> 11 japonica 2.3 15 Sacc… Brow… Thalli Fresh weight Chronic EC10
#> 12 marina 2.5 10 Zost… Macr… Not stated Biomass (old… Chronic NOEC
#>
#> $anzg_fipronil_fresh
#> # A tibble: 13 × 10
#> Species Conc Duration Genus Group Life_stage Notes Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 brevilineata 0.015 2 Cheu… Inse… Larvae Acut… Arthr… Mortality
#> 2 vittatum 0.023 2 Simu… Inse… Larvae Acut… Arthr… Mortality
#> 3 quinquefasc… 0.035 1 Culex Inse… Larvae Acut… Arthr… Mortality
#> 4 crassicauda… 0.042 2 Chir… Inse… Larvae Acut… Arthr… Mortality
#> 5 paripes 0.042 2 Glyp… Inse… Larvae Acut… Arthr… Mortality
#> 6 taeniorhync… 0.043 2 Aedes Inse… Larvae Acut… Arthr… Mortality
#> 7 quadrimacul… 0.043 2 Anop… Inse… Larvae Acut… Arthr… Mortality
#> 8 sp. 0.044 4 Hexa… Inse… Nymph Acut… Arthr… Mortality
#> 9 nigripalpus 0.087 2 Culex Inse… Larvae Acut… Arthr… Mortality
#> 10 nubiferum 0.1 2 Poly… Inse… Larvae Acut… Arthr… Mortality
#> 11 aegypti 0.12 1 Aedes Inse… Larvae Acut… Arthr… Mortality
#> 12 annularius 0.245 2 Chir… Inse… Larvae Acut… Arthr… Mortality
#> 13 albopictus 0.81 2 Aedes Inse… Larvae Acut… Arthr… Mortality
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_fluoride_fresh
#> # A tibble: 22 × 9
#> Species Conc Duration Genus Group Life_stage Notes Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 vulgaris 95 15 Chlorella Gree… Not stated Valu… Growth
#> 2 quadricauda 50 6.3 Scenedesmus Gree… Not stated Valu… Growth
#> 3 subspicata 127 3 Scenedesmus Gree… Not stated Valu… Growth
#> 4 subcapitata 195 3 Raphidocelis Gree… Not stated Valu… Growth
#> 5 braunii 50 6.3 Ankistrodes… Gree… Not stated Valu… Growth
#> 6 pyriformis 50 6.3 Nephroselmis Gree… Not stated Valu… Growth
#> 7 meneghiniana 50 6.3 Cyclotella Diat… Not stated Valu… Growth
#> 8 minutus 50 6.3 Stephanodis… Diat… Not stated Valu… Growth
#> 9 limnetica 50 6.3 Oscillatoria Cyan… Not stated Valu… Growth
#> 10 leopoliensis 25 6.3 Synechococc… Cyan… Not stated Valu… Growth
#> # ℹ 12 more rows
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_glyphosate_fresh
#> # A tibble: 15 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 flosaquae 12000 5 Anabaena Blue… Not stated Cyano… Biomass yiel…
#> 2 dubia 65000 7 Cerioda… Crus… <24-hour … Arthr… Survival
#> 3 quadricarinatus 22500 50 Cherax Crus… Advanced … Arthr… Growth
#> 4 saccharophila 1082 3 Chlorel… Gree… Exponenti… Chlor… Cell density
#> 5 magna 450 21 Daphnia Crus… Neonate Arthr… Reproduction
#> 6 azteca 19145 14 Hyalella Amph… Juvenile Arthr… Survival
#> 7 siliquoidea 12500 21 Lampsil… Biva… Juvenile Mollu… Shell length
#> 8 gibba 1400 14 Lemna Macr… Not stated Trach… Frond number…
#> 9 minor 3780 7 Lemna Macr… Not stated Trach… Chlorophyll-…
#> 10 pelliculosa 1800 5 Navicula Diat… Not stated Bacil… Biomass yiel…
#> 11 columella 316 12 Pseudos… Gast… Embryo Mollu… Hatching suc…
#> 12 acutus 2000 4 Scenede… Gree… Not stated Chlor… Chlorophyll-…
#> 13 quadricauda 770 4 Scenede… Gree… Not stated Chlor… Chlorophyll-…
#> 14 subspicatus 400 3 Scenede… Gree… Exponenti… Chlor… Cell density
#> 15 capricornutum 10000 5 Selenas… Gree… Not stated Chlor… Chlorophyll-…
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_iron_fresh
#> # A tibble: 20 × 8
#> Species Conc Duration Genus Group Life_stage Test_endpoint Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 acumina… 6900 21 Alat… Fung… NR Growth Chronic NOEC
#> 2 tetracl… 6900 21 Arti… Fung… NR Growth Chronic NOEC
#> 3 elegans 6900 21 Tetr… Fung… NR Growth Chronic NOEC
#> 4 subcapi… 442 3 Raph… Micr… Not stated Yield Chronic EC10
#> 5 austral… 1000 64 Phra… Macr… Seedling Growth Chronic NOEC
#> 6 dilatata 957 5 Euch… Roti… Neonate Reproduction Chronic LC10
#> 7 variega… 470 35 Lumb… Anne… Worm Reproduction Chronic EC10
#> 8 dorotoc… 40000 30 Duge… Plan… Not stated Growth Chronic EC10
#> 9 limbata 7863 30 Hexa… Inse… Nymph Survival Chronic EC10
#> 10 margina… 50000 30 Lept… Inse… Larvae Immobility Chronic NOEC
#> 11 dubia 383 7 Ceri… Crus… Neonate Reproduction Chronic EC10
#> 12 magna 4380 21 Daph… Crus… Neonate Reproduction Chronic EC16
#> 13 pulex 852 21 Daph… Crus… Neonate Reproduction Chronic NOEC
#> 14 boreas 2607 35 Bufo Amph… Tadpole Biomass Chronic EC10
#> 15 kisutch 3040 7 Onco… Fish Larvae Mortality Chronic NOEC→…
#> 16 latipes 25000 7 Oryz… Fish Larvae Mortality Chronic NOEC
#> 17 promelas 192 7 Pime… Fish Larvae Growth Chronic EC10
#> 18 william… 868 78 Pros… Fish Egg Biomass Chronic EC10
#> 19 trutta 5000 79 Salmo Fish Egg Biomass Chronic EC20
#> 20 fontina… 10280 245 Salv… Fish 3 months Growth Chronic NOEC
#>
#> $anzg_iron_marine
#> # A tibble: 16 × 8
#> Species Conc Duration Genus Group Life_stage Test_endpoint Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 galbana 50000 4 Isoc… Micr… Not appli… Growth rate … Chronic NOEC
#> 2 spathul… 18700 0.229 Acro… Cnid… Gametes Fertilisation Chronic EC10
#> 3 daedalea 2750 0.229 Plat… Cnid… Gametes Fertilisation Chronic NOEC
#> 4 tubercu… 2000 3 Heli… Echi… Embryo/la… Larval devel… Chronic NOEC
#> 5 trapezia 935 2 Anad… Moll… Embryo Abnormalities Chronic NEC
#> 6 austral… 893 2 Barn… Moll… Embryo Abnormalities Chronic NEC
#> 7 tenuico… 806 2 Fulv… Moll… Embryo Abnormalities Chronic NEC
#> 8 alba 810 2 Hiat… Moll… Embryo Abnormalities Chronic NEC
#> 9 crenatus 1020 2 Irus Moll… Embryo Abnormalities Chronic NEC
#> 10 gigas 724 2 Maga… Moll… Embryo Abnormalities Chronic NEC
#> 11 glomera… 738 2 Sacc… Moll… Embryo Abnormalities Chronic NEC
#> 12 livida 1270 2 Scae… Moll… Embryo Abnormalities Chronic NEC
#> 13 trigone… 948 2 Spis… Moll… Embryo Abnormalities Chronic NEC
#> 14 securis 896 2 Xeno… Moll… Embryo Abnormalities Chronic NEC
#> 15 rubra 4360 2 Hali… Moll… Embryo–… Normal devel… Chronic EC10
#> 16 anthonyi 1000 7 Canc… Crus… Embryo Hatching Chronic NOEC
#>
#> $anzg_mancozeb_fresh
#> # A tibble: 8 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 pyrenoidosa 20 4 Chlorella Micr… Not stated Chlor… Growth
#> 2 vulgaris 100 4 Chlorella Micr… Not stated Chlor… Growth
#> 3 quadricauda 100 4 Scenedesmus Micr… Not stated Chlor… Growth
#> 4 subcapitata 100 4 Raphidocel… Micr… Not stated Chlor… Growth
#> 5 obliquus 500 4 Scenedesmus Micr… Not stated Chlor… Growth
#> 6 magna 7 21 Daphnia Crus… Neonate Arthr… Reproduction
#> 7 dilutus 2100 10 Chironomus Inse… Larvae Arthr… Survival
#> 8 promelas 1.35 215 Pimephales Fish Larvae Chord… Growth
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_manganese_marine
#> # A tibble: 18 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 closterium 18000 3 Ceratoneis Diat… N.A. Bacil… Growth rate
#> 2 lutea 125000 3 Isochrysis Gold… Log phase Hapto… Growth rate
#> 3 millepora 1090 14 Acropora Cnid… Adult Cnida… Tissue sloug…
#> 4 muricata 358 2 Acropora Cnid… Adult Cnida… Tissue sloug…
#> 5 spathulata 304 2 Acropora Cnid… Adult Cnida… Tissue sloug…
#> 6 daedalea 54000 0.229 Platygyra Cnid… Gametes Cnida… Fertilisation
#> 7 pistillata 374 2 Stylophora Cnid… Adult Cnida… Tissue sloug…
#> 8 tuberculata 1580 3 Heliocida… Echi… Embryo Echin… Embryo devel…
#> 9 trapezia 1040 2 Anadara Moll… Embryo Mollu… Embryo devel…
#> 10 australasiae 1780 2 Barnea Moll… Embryo Mollu… Embryo devel…
#> 11 tenuicostata 1460 2 Fulvia Moll… Embryo Mollu… Embryo devel…
#> 12 alba 1520 2 Hiatula Moll… Embryo Mollu… Embryo devel…
#> 13 crenatus 2410 2 Irus Moll… Embryo Mollu… Embryo devel…
#> 14 gigas 650 2 Magallana Moll… Embryo Mollu… Embryo devel…
#> 15 glomerata 654 2 Saccostrea Moll… Embryo Mollu… Embryo devel…
#> 16 livida 959 2 Scaeochla… Moll… Embryo Mollu… Embryo devel…
#> 17 trigonella 2090 2 Spisula Moll… Embryo Mollu… Embryo devel…
#> 18 securis 755 2 Xenostrob… Moll… Embryo Mollu… Embryo devel…
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_mcpa_fresh
#> # A tibble: 16 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 subcapitata 32 4 Raphid… Gree… Not stated Chlor… Growth
#> 2 quadricauda 17020 20 Scened… Gree… Not stated Chlor… Growth
#> 3 subspicatus 143000 3 Desmod… Gree… Not stated Chlor… Growth
#> 4 flos-aquae 470 5 Anabae… Blue… Not stated Cyano… Growth
#> 5 gibba 14 14 Lemna Macr… Not stated Trach… Growth
#> 6 minor 248 7 Lemna Macr… Not stated Trach… Growth
#> 7 pelliculosa 7.7 5 Navicu… Diat… Not stated Bacil… Growth
#> 8 sp. 20 2 Gompho… Diat… Not stated Bacil… Growth
#> 9 gracilis 20 2 Encyon… Diat… Not stated Bacil… Growth
#> 10 ulna 20 2 Ulnaria Diat… Not stated Bacil… Growth
#> 11 gracile 500 2 Gompho… Diat… Not stated Bacil… Growth
#> 12 sp. 500 2 Cymbel… Diat… Not stated Bacil… Growth
#> 13 minutissimum 500 2 Achnan… Diat… Not stated Bacil… Growth
#> 14 cf. incisa 500 2 Eunotia Diat… Not stated Bacil… Growth
#> 15 cryptotenella 500 2 Navicu… Diat… Not stated Bacil… Growth
#> 16 magna 13000 21 Daphnia Crus… Neonate Arthr… Immobilisati…
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_metolachlor_fresh
#> # A tibble: 21 × 10
#> Species Conc Duration Genus Group Life_stage Notes Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 minutissimum 6528 4 Achn… Diat… Exponenti… Spec… Bacil… Cell density
#> 2 flosaquae 240 5 Anab… Blue… Not stated NA Cyano… Biomass yiel…
#> 3 demersum 14 14 Cera… Macr… Not stated Spec… Trach… Wet weight
#> 4 reinhardtii 228 4 Chla… Gree… Not stated Spec… Chlor… Chlorophyll-…
#> 5 pyrenoidosa 1 4 Chlo… Gree… Exponenti… Spec… Chlor… Chlorophyll-…
#> 6 accomoda 4016 4 Crat… Diat… Exponenti… Spec… Bacil… Chlorophyll-…
#> 7 meneghiniana 925 4 Cycl… Diat… Exponenti… Spec… Bacil… Cell density
#> 8 magna 224 21 Daph… Macr… <24 hour … NA Arthr… Young per fe…
#> 9 canadensis 471 14 Elod… Macr… Not stated Spec… Trach… Wet weight
#> 10 silesiacum 1048 4 Ency… Diat… Exponenti… Spec… Bacil… Chlorophyll-…
#> # ℹ 11 more rows
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_metsulfuron_methyl_fresh
#> # A tibble: 8 × 10
#> Species Conc Duration Genus Group Life_stage Notes Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 flos-aquae 9.54e+1 5 Anab… Blue… Not stated NA Cyano… Biomass yiel…
#> 2 canadensis 5.4 e-2 8 Elod… Macr… Apical sh… Apic… Trach… Shoot length
#> 3 gibba 1.93e-1 7 Lemna Macr… Not stated NA Trach… Frond count
#> 4 minor 1 e-1 42 Lemna Macr… Exponenti… NA Trach… Frond count
#> 5 spicatum 4 e-1 14 Myri… Macr… Apical sh… NA Trach… Root occurre…
#> 6 pelliculosa 9.28e+4 4 Navi… Diat… Not stated NA Bacil… Biomass yiel…
#> 7 mykiss 4.5 e+3 90 Onco… Fish Early life NA Chord… Mortality
#> 8 subcapitata 1 e+1 5 Pseu… Gree… Not stated NA Chlor… Biomass yiel…
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_nickel_marine
#> # A tibble: 31 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 sp. 3700 3 Cyanobium Cyan… 6 x 10^3 … Cyano… Growth rate
#> 2 closterium 2870 3 Ceratoneis Diat… 5-6 d old… Bacil… Growth rate
#> 3 costatum 132 4 Skeletone… Diat… Not stated Bacil… Growth
#> 4 tertiolecta 17900 4 Dunaliella Gree… Not stated Chlor… Growth
#> 5 lutea 250 3 Isochrysis Brow… 5-6 d old… Hapto… Growth rate
#> 6 sp. 310 3 Symbiodin… Dino… 6-7 d old… Dinop… Growth rate
#> 7 parvula 144 10 Champia Red … Adult Rhodo… Reproduction
#> 8 pyrifera 96.7 10 Macrocyst… Brow… Zoospore Phaeo… Reproduction
#> 9 sinjiensis 5.5 3.33 Acartia Crus… Egg Arthr… Development
#> 10 amphitrite 67 4 Amphibala… Crus… Nauplius Arthr… Metamorphosis
#> # ℹ 21 more rows
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_nitrate_hard_fresh
#> # A tibble: 12 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 sp. 1600 3 Chlo… Micr… Exponenti… Chlor… Growth
#> 2 solitaria 1700 3 Oocy… Micr… Exponenti… Chlor… Growth
#> 3 viridissima 220 4 Hydra Cnid… Adult Cnida… Population g…
#> 4 dilutus 120 10 Chir… Inse… Larvae Arthr… Growth weight
#> 5 dubia 28.5 7 Ceri… Crus… Neonates Arthr… Reproduction
#> 6 magna 358 7 Daph… Crus… Neonates Arthr… Reproduction
#> 7 azteca 102 14 Hyal… Crus… Juvenile Arthr… Growth weight
#> 8 heilongjiangensis 45 13 Simo… Crus… Neonates Arthr… Reproduction
#> 9 topeka 268 30 Notr… Fish Juvenile Chord… Growth
#> 10 mykiss 335 42 Onco… Fish Fry Chord… Growth
#> 11 promelas 46.7 32 Pime… Fish Embryo la… Chord… Growth weight
#> 12 versicolor 47 52 Hyla Amph… Juvenile Chord… Metamorphosis
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_nitrate_moderate_fresh
#> # A tibble: 11 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 siliquoidea 17 28 Lampsilis Moll… Juvenile Mollu… Weight
#> 2 dilutus 5.8 10 Chironomus Inse… Larva Arthr… Growth weight
#> 3 sp. 20.3 20 Deleatidium Inse… Larva Arthr… Mortality
#> 4 dubia 19.4 7 Ceriodaphnia Crus… Neonates Arthr… Reproduction
#> 5 azteca 11 42 Hyalella Crus… Juvenile Arthr… Growth weight
#> 6 rerio 200 29 Danio Fish Juvenile Chord… Mortality an…
#> 7 maculatus 26.6 40 Galaxias Fish Juvenile Chord… Mortality
#> 8 cotidianus 24.9 21 Gobiomorphus Fish Juvenile Chord… Mortality
#> 9 mykiss 120 42 Oncorhynchus Fish Fry Chord… Yolk develop…
#> 10 promelas 6.6 7 Pimephales Fish Embryo la… Chord… Growth weight
#> 11 regilla 56.7 10 Pseudacris Amph… Embryo Chord… Length
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_nitrate_soft_fresh
#> # A tibble: 14 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 subcapitata 247 3 Raphidoc… Micr… Exponenti… Chlor… Growth
#> 2 novaezelandiae 8.6 60 Sphaerium Moll… Juvenile Mollu… Mortality
#> 3 antipodarum 1.4 40 Potamopy… Moll… Juvenile Mollu… Growth length
#> 4 planifrons 2.2 60 Paraneph… Crus… Juvenile Arthr… Growth length
#> 5 clupeaformis 6.3 126 Coregonus Fish Embryo al… Chord… Development
#> 6 maculatus 2 40 Galaxias Fish Juvenile Chord… Mortality
#> 7 cotidianus 22.5 21 Gobiomor… Fish Juvenile Chord… Growth weight
#> 8 mykiss 2.2 30 Oncorhyn… Fish Fry Chord… Mortality
#> 9 tshawytscha 2.3 30 Oncorhyn… Fish Fry Chord… Mortality
#> 10 promelas 52 7 Pimephal… Fish Embryo la… Chord… Growth weight
#> 11 clarkii 4.5 30 Salmo Fish Fry Chord… Mortality
#> 12 namaycush 1.6 146 Salvelin… Fish Embryo al… Chord… Growth weight
#> 13 aurora 117 16 Rana Amph… Embryo la… Chord… Growth weight
#> 14 laevis 24.8 10 Xenopus Amph… Tadpole Chord… Growth weight
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_paraquat_fresh
#> # A tibble: 10 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 cf. chalybea 2.6 4 Oscillator… Cyan… Not stated Cyano… Growth
#> 2 subcapitata 114 4 Raphidocel… Gree… Not stated Chlor… Growth
#> 3 minor 5.1 4 Lemna Macr… Not stated Trach… Growth
#> 4 gibba 1 28 Lemna Macr… Not stated Trach… Growth
#> 5 paucicostata 31.8 7 Lemna Macr… Not stated Trach… Growth
#> 6 sp. 15.2 2 Mesocyclops Crus… Nauplii Arthr… Mortality
#> 7 aspericornis 20.7 2 Mesocyclops Crus… Nauplii Arthr… Mortality
#> 8 magna 125 2 Daphnia Crus… Neonates Arthr… Immobilisati…
#> 9 mykiss 8.4 1 Oncorhynch… Fish Juveniles Chord… Mortality
#> 10 laevis 13.8 5 Xenopus Amph… Embryo Chord… Mortality
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_perfluorooctane_sulfonate_pfos_fresh
#> # A tibble: 37 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 gargarizans 2000 30 Bufo Amph… Tadpole Chord… Mortality
#> 2 catesbeiana 57.6 72 Lith… Amph… Tadpole Chord… Growth
#> 3 pipiens 10 40 Lith… Amph… Tadpole Chord… Development
#> 4 laevis 1250 36 Xeno… Amph… Tadpole Chord… Growth
#> 5 tropicalis 590 150 Xeno… Amph… Embryo Chord… Growth
#> 6 flos-aquae 82000 4 Anab… Cyan… Not stated Cyano… Growth and b…
#> 7 dubia 6900 6 Ceri… Crus… Neonate Arthr… Reproduction
#> 8 diaptomus 400 28 Cycl… Crus… Not stated Arthr… Survival
#> 9 canthocamptus s… 1000 35 Cycl… Crus… Not stated Arthr… Survival
#> 10 carinata 0.4 21 Daph… Crus… Neonate Arthr… Reproduction
#> # ℹ 27 more rows
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_picloram_fresh
#> # A tibble: 12 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 subcapitata 8944 4 Raphidoc… Micr… Not stated Chlor… Growth
#> 2 vulgaris 10000 4 Chlorella Micr… Not stated Chlor… Growth
#> 3 pseudolimnaeus 1650 4 Gammarus Crus… Juvenile Arthr… Mortality
#> 4 fasciculatus 2700 4 Gammarus Crus… Adult Arthr… Mortality
#> 5 magna 11800 21 Daphnia Crus… Neonate Arthr… Reproduction
#> 6 californica 4800 10 Pteronar… Inse… YC-2 Arthr… Mortality
#> 7 punctatus 140 4 Ictalurus Fish Juvenile Chord… Mortality
#> 8 clarkii 229 4 Oncorhyn… Fish Juvenile Chord… Mortality
#> 9 namaycush 236 4 Salvelin… Fish Juvenile Chord… Mortality
#> 10 mykiss 550 60 Oncorhyn… Fish Embryo Chord… Growth
#> 11 macrochirus 2226 4 Lepomis Fish Juvenile Chord… Mortality
#> 12 promelas 5530 4 Pimephal… Fish Juvenile Chord… Mortality
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_simazine_fresh
#> # A tibble: 20 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 magna 1000 21 Daphnia Arth… Not stated Arthr… Mortality
#> 2 pelliculosa 18 5 Navicula Diat… Not stated Bacil… Cell density
#> 3 geitleri 171 3 Chlamydomo… Gree… Exponenti… Chlor… Growth rate
#> 4 pyrenoidosa 65 6 Chlorella Gree… Not stated Chlor… Abundance
#> 5 vulgaris 435 4 Chlorella Gree… Not stated Chlor… Abundance
#> 6 subcapitata 32 3 Pseudokirc… Gree… Not stated Chlor… Growth rate
#> 7 obliquus 51.4 4 Scenedesmus Gree… Not stated Chlor… Growth rate
#> 8 quadricauda 30 4 Scenedesmus Gree… Not stated Chlor… Abundance
#> 9 auratus 1000 365 Carassius Fish Not stated Chord… Mortality
#> 10 carpio 45 90 Cyprinus Fish Not stated Chord… Weight and m…
#> 11 macrochirus 1000 365 Lepomis Fish Not stated Chord… Mortality
#> 12 mykiss 500 28 Oncorhynch… Fish Not stated Chord… Mortality
#> 13 promelas 1000 120 Pimephales Fish Early lif… Chord… Mortality
#> 14 flos-aquae 7.2 5 Anabaena Cyan… Not stated Cyano… Cell density
#> 15 gramineus 100 7 Acorus Macr… Not stated Trach… Fresh weight
#> 16 gibba 28 14 Lemna Macr… Not stated Trach… Biomass yield
#> 17 aquaticum 20 7 Myriophyll… Macr… 2 weeks o… Trach… Fresh weight
#> 18 cordata 100 7 Pontederia Macr… Not stated Trach… Fresh weight
#> 19 latifolia 300 7 Typha Macr… Not stated Trach… Fresh weight
#> 20 americana 58 13 Vallisneria Macr… Not stated Trach… Length
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_simazine_marine
#> # A tibble: 14 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 closterium 310 3 Ceratone… Diat… Exponenti… Bacil… Growth rate
#> 2 sp. 400 10 Chloroco… Gree… Not stated Chlor… Cell density
#> 3 virginica 1000 7 Crassost… Biva… Spat Mollu… Mortality an…
#> 4 goreaui 257 14 Cladocop… Dino… Exponenti… Dinof… Growth rate
#> 5 tertiolecta 1000 10 Dunaliel… Gree… Not stated Chlor… Cell density
#> 6 galbana 100 10 Isochrys… Gold… Not stated Hapto… Cell density
#> 7 texana 100000 4 Neopanope Crus… Not stated Arthr… Mortality
#> 8 kadiakensis 10000 2 Palaemon… Crus… Not stated Arthr… Mortality
#> 9 duorarum 11300 4 Penaeus Crus… Not stated Arthr… Mortality
#> 10 tricornutum 100 3 Phaeodac… Diat… Exponenti… Bacil… Growth rate
#> 11 salina 38.4 3 Rhodomon… Cryp… Exponenti… Crypt… Growth rate
#> 12 costatum 250 5 Skeleton… Diat… Not stated Bacil… Cell density
#> 13 sp. 37.5 3 Tetrasel… Gree… Exponenti… Chlor… Growth rate
#> 14 lutea 60.2 3 Tisochry… Gold… Exponenti… Hapto… Growth rate
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_sulfometuron_methyl_fresh
#> # A tibble: 6 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 subcapitata 0.63 5 Raphidoce… Gree… Not stated Chlor… Growth
#> 2 flos-aquae 14 5 Anabaena Cyan… Not stated Cyano… Growth
#> 3 pelliculosa 370 5 Navicula Diat… Not stated Bacil… Growth
#> 4 gibba 0.207 14 Lemna Macr… Not stated Trach… Growth
#> 5 magna 6100 21 Daphnia Crus… Neonates Arthr… Reproduction
#> 6 laevis 1000 30 Xenopus Amph… Embryos Chord… Development
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_zinc_marine
#> # A tibble: 16 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 punctulata 153 2 Entom… Diat… Log phase Ochro… Population g…
#> 2 closterium 84 3 Cerat… Diat… Log phase Ochro… Population g…
#> 3 tertiolecta 54 3 Dunal… Gree… NR Chlor… Mortality
#> 4 fasiata 143 4 Ulva Gree… Zoospores Chlor… Growth and g…
#> 5 pyrifera 1070 16 Macro… Brow… Zoospores Ochro… Reproduction
#> 6 elegans 24 4 Hydro… Anne… Larvae Annel… Development
#> 7 pulchella 9 28 Aipta… Anem… Adult Cnida… Reproduction
#> 8 compressa 62 28 Allor… Crus… Juveniles Arthr… Mortality
#> 9 australiensis 230 14 Calli… Crus… Adult Arthr… Immobilisati…
#> 10 gigas 24 2 Crass… Moll… Embryos Mollu… Development
#> 11 diversicolor 64 28 Halio… Moll… NR Mollu… Growth
#> 12 asperrima 5 2 Mimac… Moll… Larvae Mollu… Development
#> 13 edulis 35 2 Mytil… Moll… Eggs/Larv… Mollu… Development
#> 14 galloprovincialis 36 2 Mytil… Moll… Embryos Mollu… Development
#> 15 trossulus 64 2 Mytil… Moll… Embryos Mollu… Development
#> 16 glomerata 2080 14 Sacco… Moll… Larvae Mollu… Mortality
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $ccme_boron
#> # A tibble: 28 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Oncorhynchus mykiss 2.1 Boron Fish mg/L Freshwater
#> 2 Ictalurus punctatus 2.4 Boron Fish mg/L Freshwater
#> 3 Micropterus salmoides 4.1 Boron Fish mg/L Freshwater
#> 4 Brachydanio rerio 10 Boron Fish mg/L Freshwater
#> 5 Carassius auratus 15.6 Boron Fish mg/L Freshwater
#> 6 Pimephales promelas 18.3 Boron Fish mg/L Freshwater
#> 7 Daphnia magna 6 Boron Invertebrate mg/L Freshwater
#> 8 Opercularia bimarginata 10 Boron Invertebrate mg/L Freshwater
#> 9 Ceriodaphnia dubia 13.4 Boron Invertebrate mg/L Freshwater
#> 10 Entosiphon sulcatum 15 Boron Invertebrate mg/L Freshwater
#> # ℹ 18 more rows
#>
#> $ccme_cadmium
#> # A tibble: 36 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Oncorhynchus mykiss 0.23 Cadmium Fish ug/L Freshwater
#> 2 Salvelinus confluentus 0.83 Cadmium Fish ug/L Freshwater
#> 3 Cottus bairdi 0.96 Cadmium Fish ug/L Freshwater
#> 4 Salmo salar 0.99 Cadmium Fish ug/L Freshwater
#> 5 Acipenser transmontanus 1.14 Cadmium Fish ug/L Freshwater
#> 6 Prosopium williamsoni 1.25 Cadmium Fish ug/L Freshwater
#> 7 Salmo trutta 1.36 Cadmium Fish ug/L Freshwater
#> 8 Salvelinus fontinalis 2.23 Cadmium Fish ug/L Freshwater
#> 9 Oncorhynchus tshawytscha 2.29 Cadmium Fish ug/L Freshwater
#> 10 Pimephales promelas 2.36 Cadmium Fish ug/L Freshwater
#> # ℹ 26 more rows
#>
#> $ccme_chloride
#> # A tibble: 28 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Pimephales promelas 598 Chloride Fish mg/L Freshwater
#> 2 Salmo trutta fario 607 Chloride Fish mg/L Freshwater
#> 3 Oncorhynchus mykiss 989 Chloride Fish mg/L Freshwater
#> 4 Xenopus laevis 1307 Chloride Amphibian mg/L Freshwater
#> 5 Rana pipiens 3431 Chloride Amphibian mg/L Freshwater
#> 6 Lampsilis fasciola 24 Chloride Invertebrate mg/L Freshwater
#> 7 Epioblasma torulosa rangiana 42 Chloride Invertebrate mg/L Freshwater
#> 8 Musculium securis 121 Chloride Invertebrate mg/L Freshwater
#> 9 Daphnia ambigua 259 Chloride Invertebrate mg/L Freshwater
#> 10 Daphnia pulex 368 Chloride Invertebrate mg/L Freshwater
#> # ℹ 18 more rows
#>
#> $ccme_endosulfan
#> # A tibble: 12 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Oncorhynchus mykiss 0.05 Endosulfan Fish ng/L Freshw…
#> 2 Channa punctata 0.24 Endosulfan Fish ng/L Freshw…
#> 3 Pimephales promelas 0.28 Endosulfan Fish ng/L Freshw…
#> 4 Hydra vulgaris 0.06 Endosulfan Invertebrate ng/L Freshw…
#> 5 Hydra viridissima 0.07 Endosulfan Invertebrate ng/L Freshw…
#> 6 Daphnia magna 14.1 Endosulfan Invertebrate ng/L Freshw…
#> 7 Ceriodaphnia dubia 14.1 Endosulfan Invertebrate ng/L Freshw…
#> 8 Moinodaphnia macleayi 28.3 Endosulfan Invertebrate ng/L Freshw…
#> 9 Daphnia cephalata 113. Endosulfan Invertebrate ng/L Freshw…
#> 10 Brachionus calyciflorus 1000 Endosulfan Invertebrate ng/L Freshw…
#> 11 Pseudokirchneriella subcapitata 428. Endosulfan Plant ng/L Freshw…
#> 12 Scenedesmus subspicatus 560 Endosulfan Plant ng/L Freshw…
#>
#> $ccme_glyphosate
#> # A tibble: 18 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Oncorhynchus kisutch 130000 Glyphosate Fish ug/L Freshwa…
#> 2 Oncorhynchus mykiss 150000 Glyphosate Fish ug/L Freshwa…
#> 3 Pimephales promelas 25700 Glyphosate Fish ug/L Freshwa…
#> 4 Ceriodaphnia dubia 65000 Glyphosate Invertebrate ug/L Freshwa…
#> 5 Daphnia magna 10487 Glyphosate Invertebrate ug/L Freshwa…
#> 6 Hyalella azteca 20500 Glyphosate Invertebrate ug/L Freshwa…
#> 7 Pseudosuccinea columella 3162 Glyphosate Invertebrate ug/L Freshwa…
#> 8 Anabaena flosaquae 12000 Glyphosate Plant ug/L Freshwa…
#> 9 Chlorella pyrenoidosa 3530 Glyphosate Plant ug/L Freshwa…
#> 10 Chlorella vulgaris 4696 Glyphosate Plant ug/L Freshwa…
#> 11 Lemna gibba 1587 Glyphosate Plant ug/L Freshwa…
#> 12 Myriophyllum sibiricum 1474 Glyphosate Plant ug/L Freshwa…
#> 13 Navicula pelliculosa 1800 Glyphosate Plant ug/L Freshwa…
#> 14 Potamogeton pectinatus 3162 Glyphosate Plant ug/L Freshwa…
#> 15 Pseudokirchneriella subcapitata 10000 Glyphosate Plant ug/L Freshwa…
#> 16 Scenedesmus acutus 2820 Glyphosate Plant ug/L Freshwa…
#> 17 Scenedesmus obliquus 55858 Glyphosate Plant ug/L Freshwa…
#> 18 Scenedesmus quadricauda 1090 Glyphosate Plant ug/L Freshwa…
#>
#> $ccme_silver
#> # A tibble: 9 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Oncorhynchus mykiss 0.24 Silver Fish ug/L Freshwater
#> 2 Lemna gibba 0.63 Silver Plant ug/L Freshwater
#> 3 Ceriodaphnia dubia 0.78 Silver Invertebrate ug/L Freshwater
#> 4 Pimephales promelas 0.83 Silver Fish ug/L Freshwater
#> 5 Ictalurus punctatus 1.9 Silver Fish ug/L Freshwater
#> 6 Daphnia magna 2.12 Silver Invertebrate ug/L Freshwater
#> 7 Hyalella azteca 4 Silver Invertebrate ug/L Freshwater
#> 8 Chironomus tentans 13 Silver Invertebrate ug/L Freshwater
#> 9 Micropterus salmoides 23 Silver Fish ug/L Freshwater
#>
#> $ccme_uranium
#> # A tibble: 13 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Oncorhynchus mykiss 350 Uranium Fish ug/L Freshwater
#> 2 Pimephales promelas 1040 Uranium Fish ug/L Freshwater
#> 3 Esox lucius 2550 Uranium Fish ug/L Freshwater
#> 4 Salvelinus namaycush 13400 Uranium Fish ug/L Freshwater
#> 5 Catostomus commersoni 14300 Uranium Fish ug/L Freshwater
#> 6 Hyalella azteca 12 Uranium Invertebrate ug/L Freshwater
#> 7 Ceriodaphnia dubia 73 Uranium Invertebrate ug/L Freshwater
#> 8 Simocephalus serrulatus 480 Uranium Invertebrate ug/L Freshwater
#> 9 Daphnia magna 530 Uranium Invertebrate ug/L Freshwater
#> 10 Chironomus tentans 930 Uranium Invertebrate ug/L Freshwater
#> 11 Pseudokirchneriella subcapitata 40 Uranium Plant ug/L Freshwater
#> 12 Lemna minor 3100 Uranium Plant ug/L Freshwater
#> 13 Cryptomonas erosa 172 Uranium Plant ug/L Freshwater
#>
#> $csiro_chlorine_marine
#> # A tibble: 30 × 3
#> Species Conc Group
#> <chr> <dbl> <chr>
#> 1 sp. A 90 Rotifer
#> 2 sp. B 687 Amphipod
#> 3 sp. C 145 Amphipod
#> 4 sp. D 178 Shrimp
#> 5 sp. E 2890 Lobster
#> 6 sp. F 162 Mysid
#> 7 sp. G 90 Shrimp
#> 8 sp. H 134 Shrimp
#> 9 sp. I 1420 Crab
#> 10 sp. J 54 Fish
#> # ℹ 20 more rows
#>
#> $csiro_cobalt_marine
#> # A tibble: 14 × 7
#> Species Conc Duration Group Life_stage Test_endpoint Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr>
#> 1 Skeletonema … 5.9 e2 72 Diat… Exponenti… EC10 Chronic
#> 2 Nitzschia cl… 4.08e2 96 Diat… Exponenti… EC50 Chronic
#> 3 Chaetoceros … 8.8 e2 96 Diat… Exponenti… EC50 Chronic
#> 4 Dunaliella t… 1.20e4 96 Gree… Exponenti… EC10 Chronic
#> 5 Platymonus s… 2.48e3 96 Gree… Exponenti… EC50 Chronic
#> 6 Champia parv… 1.23e0 48 Red … Adult bra… EC10 Chronic
#> 7 Neanthes are… 2.06e2 113 d Anne… Post-emer… EC10 Chronic
#> 8 Idotea balti… 2.76e3 52 d Moll… Adult LC50 Chronic
#> 9 Crassostrea … 1.66e3 48 Moll… Larvae EC10 Chronic
#> 10 Mytilus sp. 9.68e2 48 Echi… Embryos EC10 Chronic
#> 11 Dendraster e… 1.79e3 72 Echi… Embryos EC10 Chronic
#> 12 Strongylocen… 4.2 e1 96 Cnid… Larvae EC10 Chronic
#> 13 Aiptasia pul… 3.18e4 28 d Fish Lacerate EC10 Chronic
#> 14 Cyprinodon v… 2 e3 28 d Isop… Freshly f… EC10 Chronic
#>
#> $csiro_lead_marine
#> # A tibble: 16 × 7
#> Species Conc Duration Group Life_stage Test_endpoint Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr>
#> 1 Dunalliella … 252 4 Gree… Exponenti… IC10 Yield
#> 2 Phaeodactylu… 1230 3 Diat… Exponenti… IC10 Growth rate
#> 3 Skeletonema … 29.4 4 Diat… Exponenti… IC10 Yield
#> 4 Champia parv… 11.9 2 Macr… NA EC10 Reproduction
#> 5 Tisbe battag… 397 18 Cope… Nauplii EC10 Adult survival
#> 6 Strongylocen… 46 3 Sea … Embryo EC10 Abnormalities
#> 7 Paracentrotu… 119 2 Sea … Embryo EC10 Larval growth
#> 8 Dendraster e… 250 3 Sea … Embryo EC10 Growth
#> 9 Heliocidarus… 10 3 Sea … Embryo NOEC Reproduction
#> 10 Amercamysis … 7 30 Mysid Neonates EC10 Time to first b…
#> 11 Mytilus gall… 51 2 Biva… Embryo EC10 Abnormalities
#> 12 Mytilus tros… 12.4 2 Biva… Embryo EC10 Abnormalities
#> 13 Crassostrea … 931 2 Biva… Embryo EC10 Survival
#> 14 Neanthes are… 96 126 Poly… Juvenile EC10 Survival
#> 15 Cyprinodon v… 230 28 Fish Embryo EC10 Dry weight
#> 16 Atherinops a… 44.3 28 Fish Larva EC10 Mortality and g…
#>
#> $csiro_nickel_fresh
#> # A tibble: 31 × 6
#> Species Conc Domain Group Notes Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr>
#> 1 Lymnaea stagnalis 1.4 temperate Mollusc (snail) none EC10
#> 2 Ceriodaphnia dubia 1.52 temperate Crustacean (wat… geom… EC10/LOEC
#> 3 Alona affinis 3.63 temperate Crustacean (wat… geom… LC50
#> 4 Ceriodaphnia quadrangula 8.49 temperate Crustacean (wat… geom… EC10
#> 5 Peracantha truncata 11.0 temperate Crustacean (wat… geom… EC10
#> 6 Daphnia magna 12 temperate Crustacean (wat… geom… EC10
#> 7 Ceriodaphnia pulchella 13.9 temperate Crustacean (wat… geom… EC10
#> 8 Simocephalus vetulus 14.4 temperate Crustacean (wat… geom… EC10
#> 9 Simocephalus serrulatus 17.6 temperate Crustacean (wat… geom… EC10
#> 10 Navicula pelliculosa 36 temperate Microalga (diat… none EC10
#> # ℹ 21 more rows
#>
ssd_data_sets(set = "v1")
#> $aims_aluminium_marine
#> # A tibble: 20 × 9
#> Common Conc Domain Life_stage Phylum Source Species Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 Diatom 610 Tempe… NA Bacil… (Gill… Minuto… EC10
#> 2 Diatom 80 Tempe… NA Bacil… (Gill… Cerato… EC10
#> 3 Diatom 18 Tempe… NA Bacil… (Gill… Cerato… EC10
#> 4 Diatom 27 Mixed NA Bacil… (Gill… Cerato… EC10
#> 5 Diatom 2100 Tempe… NA Bacil… (Gill… Phaeod… EC10
#> 6 Green microalga 1400 Tempe… NA Chlor… (Gold… Dunali… EC10
#> 7 Green microalga 3200 Tempe… NA Chlor… (Gold… Tetras… EC10
#> 8 Kelp 6800 Tempe… Zoospore Ochro… (Gold… Ecklon… EC10
#> 9 Sea grape 9800 Tempe… Zygote Ochro… (Gold… Hormos… NOEC
#> 10 Blue mussel 250 Tempe… Embryo Mollu… (Gold… Mytilu… EC10
#> 11 Sydney rock oyst… 100 Tempe… Embryo Mollu… (Wils… Saccos… NOEC
#> 12 Black sea urchin 28000 Tempe… Embryo Echin… (Gold… Helioc… NOEC
#> 13 Diatom 14 Tropi… NA Bacil… (Harf… Cerato… EC10
#> 14 Golden microalga 640 Tropi… NA Hapto… (Tren… Tisoch… EC10
#> 15 Blacklip oyster 410 Tropi… Embryo Mollu… (Gold… Saccro… EC10
#> 16 Dog whelk 115 Tropi… Larva Mollu… (Tren… Nassar… EC10
#> 17 Australian land … 312 Tropi… Zoea Crust… (van … Coenob… EC10
#> 18 Striped acorn ba… 416 Tropi… Nauplius Crust… (van … Amphib… EC10
#> 19 Branching coral 1300 Tropi… Larva Cnida… (Negr… Acropo… EC10
#> 20 Glass anemone 817 Tropi… Adult Cnida… (Tren… Exaipt… EC10
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $aims_gallium_marine
#> # A tibble: 6 × 9
#> Common Conc Domain Life_stage Phylum Source Species Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 Diatom 860 Tropi… NA Bacil… (Harf… Cerato… EC10
#> 2 Golden microalga 6000 Tropi… NA Hapto… (Tren… Tisoch… NOEC
#> 3 Dog whelk 3800 Tropi… Larva Mollu… (Tren… Nassar… EC10
#> 4 Australian land h… 6010 Tropi… Zoea Crust… (van … Coenob… EC10
#> 5 Striped acorn bar… 5070 Tropi… Nauplius Crust… (van … Amphib… EC10
#> 6 Branching coral 1160 Tropi… Larva Cnida… (Negr… Acropo… EC10
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $aims_molybdenum_marine
#> # A tibble: 14 × 9
#> Common Conc Domain Life_stage Phylum Source Species Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 Green microalga 8.81e5 Tempe… NA Chlor… (Heij… Dunali… EC10
#> 2 Diatom 1.7 e5 Tempe… NA Bacil… (Heij… Phaeod… EC10
#> 3 Red alga 2.74e5 Tempe… Adult Rhodo… (Heij… Cerami… EC10
#> 4 Pacific oyster 1.17e6 Tempe… Embryo Mollu… (Heij… Crasso… EC10
#> 5 Blue mussel 4.4 e3 Tempe… Embryo Mollu… (Morg… Mytilu… EC10
#> 6 Copepod 7.96e3 Tempe… Embryo Crust… (Heij… Acarti… EC10
#> 7 Purple sea urch… 3.26e5 Tempe… Embryo Echin… (Heij… Strong… EC10
#> 8 Pacific sand do… 2.34e5 Tempe… Embryo Echin… (Heij… Dendra… EC10
#> 9 Golden microalga 9.5 e3 Tropi… NA Hapto… (Tren… Tisoch… NOEC
#> 10 Dog whelk 7 e3 Tropi… Larva Mollu… (Tren… Nassar… NOEC
#> 11 Australian land… 1 e4 Tropi… Zoea Crust… (van … Coenob… NOEC
#> 12 Striped acorn b… 9 e3 Tropi… Nauplius Crust… (van … Amphib… NOEC
#> 13 Mysid shrimp 1.16e5 Tropi… Larva Crust… (Heij… Americ… NOEC
#> 14 Sheepshead minn… 8.41e4 Tropi… Embryo Chord… (Heij… Cyprin… EC10
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anon_a
#> # A tibble: 18 × 3
#> Chemical Conc Medium
#> <chr> <dbl> <chr>
#> 1 a 500 Unknown
#> 2 a 1800 Unknown
#> 3 a 120 Unknown
#> 4 a 490 Unknown
#> 5 a 4 Unknown
#> 6 a 16 Unknown
#> 7 a 6250 Unknown
#> 8 a 100 Unknown
#> 9 a 7800 Unknown
#> 10 a 7990 Unknown
#> 11 a 1360 Unknown
#> 12 a 4000 Unknown
#> 13 a 1800 Unknown
#> 14 a 36.4 Unknown
#> 15 a 492 Unknown
#> 16 a 50 Unknown
#> 17 a 200 Unknown
#> 18 a 1600 Unknown
#>
#> $anon_b
#> # A tibble: 10 × 3
#> Chemical Conc Medium
#> <chr> <dbl> <chr>
#> 1 b 1 Unknown
#> 2 b 2.6 Unknown
#> 3 b 5.1 Unknown
#> 4 b 8.4 Unknown
#> 5 b 13.8 Unknown
#> 6 b 15.2 Unknown
#> 7 b 20.7 Unknown
#> 8 b 31.8 Unknown
#> 9 b 114 Unknown
#> 10 b 125 Unknown
#>
#> $anon_c
#> # A tibble: 16 × 3
#> Chemical Conc Medium
#> <chr> <dbl> <chr>
#> 1 c 32 Unknown
#> 2 c 17020 Unknown
#> 3 c 143000 Unknown
#> 4 c 470 Unknown
#> 5 c 14 Unknown
#> 6 c 248 Unknown
#> 7 c 7.7 Unknown
#> 8 c 20 Unknown
#> 9 c 20 Unknown
#> 10 c 20 Unknown
#> 11 c 500 Unknown
#> 12 c 500 Unknown
#> 13 c 500 Unknown
#> 14 c 500 Unknown
#> 15 c 500 Unknown
#> 16 c 13000 Unknown
#>
#> $anon_d
#> # A tibble: 12 × 3
#> Chemical Conc Medium
#> <chr> <dbl> <chr>
#> 1 d 8944 Unknown
#> 2 d 10000 Unknown
#> 3 d 1650 Unknown
#> 4 d 2700 Unknown
#> 5 d 11800 Unknown
#> 6 d 4800 Unknown
#> 7 d 140 Unknown
#> 8 d 229 Unknown
#> 9 d 236 Unknown
#> 10 d 550 Unknown
#> 11 d 2226 Unknown
#> 12 d 5530 Unknown
#>
#> $anon_e
#> # A tibble: 17 × 3
#> Chemical Conc Medium
#> <chr> <dbl> <chr>
#> 1 e 11.2 Unknown
#> 2 e 17 Unknown
#> 3 e 3.4 Unknown
#> 4 e 5.5 Unknown
#> 5 e 20 Unknown
#> 6 e 1376 Unknown
#> 7 e 0.8 Unknown
#> 8 e 8200 Unknown
#> 9 e 3000 Unknown
#> 10 e 29050 Unknown
#> 11 e 11290 Unknown
#> 12 e 7116 Unknown
#> 13 e 13000 Unknown
#> 14 e 16400 Unknown
#> 15 e 16280 Unknown
#> 16 e 7100 Unknown
#> 17 e 100 Unknown
#>
#> $anzg_metolachlor_fresh
#> # A tibble: 21 × 10
#> Conc Duration Genus Group Life_stage Notes Phylum Species Test_endpoint
#> <dbl> <chr> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 6528 4 Achnanthi… Diat… Exponenti… Spec… Bacil… minuti… Cell density
#> 2 240 5 Anabaena Blue… Not stated NA Cyano… flosaq… Biomass yiel…
#> 3 14 14 Ceratophy… Macr… Not stated Spec… Trach… demers… Wet weight
#> 4 228 4 Chlamydom… Gree… Not stated Spec… Chlor… reinha… Chlorophyll-…
#> 5 1 4 Chlorella Gree… Exponenti… Spec… Chlor… pyreno… Chlorophyll-…
#> 6 4016 4 Craticula Diat… Exponenti… Spec… Bacil… accomo… Chlorophyll-…
#> 7 925 4 Cyclotella Diat… Exponenti… Spec… Bacil… menegh… Cell density
#> 8 224 21 Daphnia Macr… <24 hour … NA Arthr… magna Young per fe…
#> 9 471 14 Elodea Macr… Not stated Spec… Trach… canade… Wet weight
#> 10 1048 4 Encyonema Diat… Exponenti… Spec… Bacil… silesi… Chlorophyll-…
#> # ℹ 11 more rows
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $ccme_boron
#> # A tibble: 28 × 6
#> Chemical Species Conc Group Units Medium
#> <chr> <chr> <dbl> <fct> <chr> <chr>
#> 1 Boron Oncorhynchus mykiss 2.1 Fish mg/L Freshwater
#> 2 Boron Ictalurus punctatus 2.4 Fish mg/L Freshwater
#> 3 Boron Micropterus salmoides 4.1 Fish mg/L Freshwater
#> 4 Boron Brachydanio rerio 10 Fish mg/L Freshwater
#> 5 Boron Carassius auratus 15.6 Fish mg/L Freshwater
#> 6 Boron Pimephales promelas 18.3 Fish mg/L Freshwater
#> 7 Boron Daphnia magna 6 Invertebrate mg/L Freshwater
#> 8 Boron Opercularia bimarginata 10 Invertebrate mg/L Freshwater
#> 9 Boron Ceriodaphnia dubia 13.4 Invertebrate mg/L Freshwater
#> 10 Boron Entosiphon sulcatum 15 Invertebrate mg/L Freshwater
#> # ℹ 18 more rows
#>
#> $ccme_cadmium
#> # A tibble: 36 × 6
#> Chemical Species Conc Group Units Medium
#> <chr> <chr> <dbl> <fct> <chr> <chr>
#> 1 Cadmium Oncorhynchus mykiss 0.23 Fish ug/L Freshwater
#> 2 Cadmium Salvelinus confluentus 0.83 Fish ug/L Freshwater
#> 3 Cadmium Cottus bairdi 0.96 Fish ug/L Freshwater
#> 4 Cadmium Salmo salar 0.99 Fish ug/L Freshwater
#> 5 Cadmium Acipenser transmontanus 1.14 Fish ug/L Freshwater
#> 6 Cadmium Prosopium williamsoni 1.25 Fish ug/L Freshwater
#> 7 Cadmium Salmo trutta 1.36 Fish ug/L Freshwater
#> 8 Cadmium Salvelinus fontinalis 2.23 Fish ug/L Freshwater
#> 9 Cadmium Oncorhynchus tshawytscha 2.29 Fish ug/L Freshwater
#> 10 Cadmium Pimephales promelas 2.36 Fish ug/L Freshwater
#> # ℹ 26 more rows
#>
#> $ccme_chloride
#> # A tibble: 28 × 6
#> Chemical Species Conc Group Units Medium
#> <chr> <chr> <dbl> <fct> <chr> <chr>
#> 1 Chloride Pimephales promelas 598 Fish mg/L Freshwater
#> 2 Chloride Salmo trutta fario 607 Fish mg/L Freshwater
#> 3 Chloride Oncorhynchus mykiss 989 Fish mg/L Freshwater
#> 4 Chloride Xenopus laevis 1307 Amphibian mg/L Freshwater
#> 5 Chloride Rana pipiens 3431 Amphibian mg/L Freshwater
#> 6 Chloride Lampsilis fasciola 24 Invertebrate mg/L Freshwater
#> 7 Chloride Epioblasma torulosa rangiana 42 Invertebrate mg/L Freshwater
#> 8 Chloride Musculium securis 121 Invertebrate mg/L Freshwater
#> 9 Chloride Daphnia ambigua 259 Invertebrate mg/L Freshwater
#> 10 Chloride Daphnia pulex 368 Invertebrate mg/L Freshwater
#> # ℹ 18 more rows
#>
#> $ccme_endosulfan
#> # A tibble: 12 × 6
#> Chemical Species Conc Group Units Medium
#> <chr> <chr> <dbl> <fct> <chr> <chr>
#> 1 Endosulfan Oncorhynchus mykiss 0.05 Fish ng/L Freshw…
#> 2 Endosulfan Channa punctata 0.24 Fish ng/L Freshw…
#> 3 Endosulfan Pimephales promelas 0.28 Fish ng/L Freshw…
#> 4 Endosulfan Hydra vulgaris 0.06 Invertebrate ng/L Freshw…
#> 5 Endosulfan Hydra viridissima 0.07 Invertebrate ng/L Freshw…
#> 6 Endosulfan Daphnia magna 14.1 Invertebrate ng/L Freshw…
#> 7 Endosulfan Ceriodaphnia dubia 14.1 Invertebrate ng/L Freshw…
#> 8 Endosulfan Moinodaphnia macleayi 28.3 Invertebrate ng/L Freshw…
#> 9 Endosulfan Daphnia cephalata 113. Invertebrate ng/L Freshw…
#> 10 Endosulfan Brachionus calyciflorus 1000 Invertebrate ng/L Freshw…
#> 11 Endosulfan Pseudokirchneriella subcapitata 428. Plant ng/L Freshw…
#> 12 Endosulfan Scenedesmus subspicatus 560 Plant ng/L Freshw…
#>
#> $ccme_glyphosate
#> # A tibble: 18 × 6
#> Chemical Species Conc Group Units Medium
#> <chr> <chr> <dbl> <fct> <chr> <chr>
#> 1 Glyphosate Oncorhynchus kisutch 130000 Fish ug/L Freshwa…
#> 2 Glyphosate Oncorhynchus mykiss 150000 Fish ug/L Freshwa…
#> 3 Glyphosate Pimephales promelas 25700 Fish ug/L Freshwa…
#> 4 Glyphosate Ceriodaphnia dubia 65000 Invertebrate ug/L Freshwa…
#> 5 Glyphosate Daphnia magna 10487 Invertebrate ug/L Freshwa…
#> 6 Glyphosate Hyalella azteca 20500 Invertebrate ug/L Freshwa…
#> 7 Glyphosate Pseudosuccinea columella 3162 Invertebrate ug/L Freshwa…
#> 8 Glyphosate Anabaena flosaquae 12000 Plant ug/L Freshwa…
#> 9 Glyphosate Chlorella pyrenoidosa 3530 Plant ug/L Freshwa…
#> 10 Glyphosate Chlorella vulgaris 4696 Plant ug/L Freshwa…
#> 11 Glyphosate Lemna gibba 1587 Plant ug/L Freshwa…
#> 12 Glyphosate Myriophyllum sibiricum 1474 Plant ug/L Freshwa…
#> 13 Glyphosate Navicula pelliculosa 1800 Plant ug/L Freshwa…
#> 14 Glyphosate Potamogeton pectinatus 3162 Plant ug/L Freshwa…
#> 15 Glyphosate Pseudokirchneriella subcapitata 10000 Plant ug/L Freshwa…
#> 16 Glyphosate Scenedesmus acutus 2820 Plant ug/L Freshwa…
#> 17 Glyphosate Scenedesmus obliquus 55858 Plant ug/L Freshwa…
#> 18 Glyphosate Scenedesmus quadricauda 1090 Plant ug/L Freshwa…
#>
#> $ccme_silver
#> # A tibble: 9 × 6
#> Chemical Species Conc Group Units Medium
#> <chr> <chr> <dbl> <fct> <chr> <chr>
#> 1 Silver Oncorhynchus mykiss 0.24 Fish ug/L Freshwater
#> 2 Silver Lemna gibba 0.63 Plant ug/L Freshwater
#> 3 Silver Ceriodaphnia dubia 0.78 Invertebrate ug/L Freshwater
#> 4 Silver Pimephales promelas 0.83 Fish ug/L Freshwater
#> 5 Silver Ictalurus punctatus 1.9 Fish ug/L Freshwater
#> 6 Silver Daphnia magna 2.12 Invertebrate ug/L Freshwater
#> 7 Silver Hyalella azteca 4 Invertebrate ug/L Freshwater
#> 8 Silver Chironomus tentans 13 Invertebrate ug/L Freshwater
#> 9 Silver Micropterus salmoides 23 Fish ug/L Freshwater
#>
#> $ccme_uranium
#> # A tibble: 13 × 6
#> Chemical Species Conc Group Units Medium
#> <chr> <chr> <dbl> <fct> <chr> <chr>
#> 1 Uranium Oncorhynchus mykiss 350 Fish ug/L Freshwater
#> 2 Uranium Pimephales promelas 1040 Fish ug/L Freshwater
#> 3 Uranium Esox lucius 2550 Fish ug/L Freshwater
#> 4 Uranium Salvelinus namaycush 13400 Fish ug/L Freshwater
#> 5 Uranium Catostomus commersoni 14300 Fish ug/L Freshwater
#> 6 Uranium Hyalella azteca 12 Invertebrate ug/L Freshwater
#> 7 Uranium Ceriodaphnia dubia 73 Invertebrate ug/L Freshwater
#> 8 Uranium Simocephalus serrulatus 480 Invertebrate ug/L Freshwater
#> 9 Uranium Daphnia magna 530 Invertebrate ug/L Freshwater
#> 10 Uranium Chironomus tentans 930 Invertebrate ug/L Freshwater
#> 11 Uranium Pseudokirchneriella subcapitata 40 Plant ug/L Freshwater
#> 12 Uranium Lemna minor 3100 Plant ug/L Freshwater
#> 13 Uranium Cryptomonas erosa 172 Plant ug/L Freshwater
#>
#> $csiro_chlorine_marine
#> # A tibble: 30 × 2
#> Conc Group
#> <dbl> <chr>
#> 1 90 Rotifer
#> 2 687 Amphipod
#> 3 145 Amphipod
#> 4 178 Shrimp
#> 5 2890 Lobster
#> 6 162 Mysid
#> 7 90 Shrimp
#> 8 134 Shrimp
#> 9 1420 Crab
#> 10 54 Fish
#> # ℹ 20 more rows
#>
#> $csiro_cobalt_marine
#> # A tibble: 14 × 7
#> Conc Duration Group Life_stage Species Test_endpoint Toxicity_measure
#> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 590 72 Diatom Exponenti… Skelet… EC10 Chronic
#> 2 408 96 Diatom Exponenti… Nitzsc… EC50 Chronic
#> 3 880 96 Diatom Exponenti… Chaeto… EC50 Chronic
#> 4 12000 96 Green al… Exponenti… Dunali… EC10 Chronic
#> 5 2480 96 Green al… Exponenti… Platym… EC50 Chronic
#> 6 1.23 48 Red alga Adult bra… Champi… EC10 Chronic
#> 7 206 113 d Annelid Post-emer… Neanth… EC10 Chronic
#> 8 2760 52 d Mollusc Adult Idotea… LC50 Chronic
#> 9 1660 48 Mollusc Larvae Crasso… EC10 Chronic
#> 10 968 48 Echinode… Embryos Mytilu… EC10 Chronic
#> 11 1790 72 Echinode… Embryos Dendra… EC10 Chronic
#> 12 42 96 Cnidarian Larvae Strong… EC10 Chronic
#> 13 31800 28 d Fish Lacerate Aiptas… EC10 Chronic
#> 14 2000 28 d Isopod Freshly f… Cyprin… EC10 Chronic
#>
#> $csiro_lead_marine
#> # A tibble: 16 × 7
#> Conc Duration Group Life_stage Species Test_endpoint Toxicity_measure
#> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 252 4 Green alga Exponentia… Dunall… IC10 Yield
#> 2 1230 3 Diatom Exponentia… Phaeod… IC10 Growth rate
#> 3 29.4 4 Diatom Exponentia… Skelet… IC10 Yield
#> 4 11.9 2 Macroalga NA Champi… EC10 Reproduction
#> 5 397 18 Copepod Nauplii Tisbe … EC10 Adult survival
#> 6 46 3 Sea urchin Embryo Strong… EC10 Abnormalities
#> 7 119 2 Sea urchin Embryo Parace… EC10 Larval growth
#> 8 250 3 Sea urchin Embryo Dendra… EC10 Growth
#> 9 10 3 Sea urchin Embryo Helioc… NOEC Reproduction
#> 10 7 30 Mysid Neonates Amerca… EC10 Time to first b…
#> 11 51 2 Bivalve Embryo Mytilu… EC10 Abnormalities
#> 12 12.4 2 Bivalve Embryo Mytilu… EC10 Abnormalities
#> 13 931 2 Bivalve Embryo Crasso… EC10 Survival
#> 14 96 126 Polychaete Juvenile Neanth… EC10 Survival
#> 15 230 28 Fish Embryo Cyprin… EC10 Dry weight
#> 16 44.3 28 Fish Larva Atheri… EC10 Mortality and g…
#>
#> $csiro_nickel_fresh
#> # A tibble: 31 × 6
#> Conc Domain Group Notes Species Test_endpoint
#> <dbl> <chr> <chr> <chr> <chr> <chr>
#> 1 1.4 temperate Mollusc (snail) none Lymnaea stagna… EC10
#> 2 1.52 temperate Crustacean (water flea) geomean Ceriodaphnia d… EC10/LOEC
#> 3 3.63 temperate Crustacean (water flea) geomean Alona affinis LC50
#> 4 8.49 temperate Crustacean (water flea) geomean Ceriodaphnia q… EC10
#> 5 11.0 temperate Crustacean (water flea) geomean Peracantha tru… EC10
#> 6 12 temperate Crustacean (water flea) geomean Daphnia magna EC10
#> 7 13.9 temperate Crustacean (water flea) geomean Ceriodaphnia p… EC10
#> 8 14.4 temperate Crustacean (water flea) geomean Simocephalus v… EC10
#> 9 17.6 temperate Crustacean (water flea) geomean Simocephalus s… EC10
#> 10 36 temperate Microalga (diatom) none Navicula pelli… EC10
#> # ℹ 21 more rows
#>
ssd_data_sets(set = c("ccme", "anzg"))
#> Geometric mean applied to duplicate species rows in: anzg_boron_fresh.
#> $anzg_alpha_cypermethrin_fresh
#> # A tibble: 14 × 7
#> Species Conc Duration Genus Group Life_stage Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr>
#> 1 flosaquae 27.2 96 Anabaena Cyan… Not stated Chronic NOEC
#> 2 pelliculosa 72 96 Navicula Diat… Not stated Chronic NOEC
#> 3 gibba 1.39 168 Lemna Macr… Not stated Chronic NOEC
#> 4 australiensis 0.002 96 Paratya Crus… Adults Acute LC50
#> 5 dubia 0.025 192 Ceriodap… Crus… Neonates Chronic NOEC
#> 6 magna 0.037 504 Daphnia Crus… Neonates Chronic NOEC
#> 7 tritaeniorhynchus 0.143 24 Culex Inse… Larvae Acute LC50
#> 8 sinensis 6 24 Anopheles Inse… Larvae Acute LC50
#> 9 laevis 0.69 96 Xenopus Amph… Larvae Acute LC50
#> 10 rutilus capsicus 0.063 96 Rutilus Fish Juveniles Acute LC50
#> 11 molitrix 0.092 96 Hypophth… Fish Juveniles Acute LC50
#> 12 huso 0.095 96 Huso Fish Juveniles Acute LC50
#> 13 niloticus 0.342 96 Oreochro… Fish Larvae Acute LC50
#> 14 reticulata 0.943 96 Poecilia Fish Adults Acute LC50
#>
#> $anzg_aluminium_marine
#> # A tibble: 18 × 6
#> Species Conc Duration Genus Group Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr>
#> 1 closterium 27 72 Ceratoneis Diatom Chronic IC10
#> 2 polymorphus 610 72 Minutocellus Diatom Chronic IC10
#> 3 tricornutum 2100 72 Phaeodactylum Diatom Chronic IC10
#> 4 sp. 3200 72 Tetraselmis Microalga Chronic IC10
#> 5 tertiolecta 1400 72 Dunaliella Microalga Chronic IC10
#> 6 banksii 9800 72 Hormosira Brown alga Chronic NOEC
#> 7 radiata 6800 72 Ecklonia Brown alga Chronic IC10
#> 8 tuberculata 28000 72 Heliocidaris Echinoderm Chronic NOEC
#> 9 lividus 32 72 Paracentrotus Echinoderm Chronic NOEC
#> 10 edulis plannulatus 250 72 Mytilus Mollusc Chronic EC10
#> 11 echinata 410 72 Saccostrea Mollusc Chronic EC10
#> 12 glomerata 100 72 Saccostrea Mollusc Chronic NOEC
#> 13 lutea 640 72 Tisochrysis Microalga Chronic IC10
#> 14 tenuis 1300 18 Acropora Cnidarian Chronic EC10
#> 15 diaphana 817 336 Exaiptasia Cnidarian Chronic EC10
#> 16 dorsatus 115 96 Nassarius Mollusc Chronic EC10
#> 17 amphitrite 416 96 Amphibalanus Crustacean Chronic EC10
#> 18 variabilis 312 72 Coenobita Crustacean Chronic EC10
#>
#> $anzg_ametryn_fresh
#> # A tibble: 8 × 6
#> Species Conc Duration Genus Group Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr>
#> 1 pyrenoidosa 0.06 96 Chlorella Green alga Chronic EC50
#> 2 sp. 2000 240 Chlorococcum Green alga Chronic EC50
#> 3 sp. 7.2 72 Neochloris Green alga Chronic EC50
#> 4 sp. 4.8 72 Platymonas Green alga Chronic EC50
#> 5 quadricauda 30 96 Scenedesmus Green alga Chronic EC50
#> 6 capricornutum 1.14 168 Selenastrum Green alga Chronic NOEL
#> 7 gibba 2 168 Lemna Macrophyte Chronic NOEL
#> 8 amphoroides 5.2 72 Stauroneis Diatom Chronic EC50
#>
#> $anzg_ammonia_fresh
#> # A tibble: 40 × 6
#> Species Conc Duration Genus Group Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr>
#> 1 vulgaris 165 3 Chlorella Microalga Chronic EC10
#> 2 subcapitata 560 3 Raphidocelis Microalga Chronic EC10
#> 3 felina 1.2 30 Polycelis Flatworm Chronic NOEC
#> 4 dubia 42 7 Ceriodaphnia Cladoceran Chronic NOEC
#> 5 magna 21 21 Daphnia Cladoceran Chronic NOEC
#> 6 riparius 29 21 Chironomus Insect Chronic NOEC
#> 7 humeralis 7.2 29 Coloburiscus Insect Chronic NOEC
#> 8 sp. 3.2 29 Deleatidium Insect Chronic NOEC
#> 9 azteca 8.9 70 Hyalella Amphipod Chronic NOEC
#> 10 denticulata sinensis 19 21 Neocardidina Shrimp Chronic NOEC
#> # ℹ 30 more rows
#>
#> $anzg_bisphenol_a_fresh
#> # A tibble: 19 × 6
#> Species Conc Duration Genus Group Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr>
#> 1 laevis 500 90 Xenopus Amphibian Chronic NOEC
#> 2 arenarum 1800 14 Rhinella Amphibian Chronic NOEC
#> 3 magna 120 21 Daphnia Crustacean Chronic LC50
#> 4 azteca 490 42 Hyalella Crustacean Chronic NOEC
#> 5 rerio 4 90 Danio Fish Chronic LOEC
#> 6 promelas 16 164 Pimephales Fish Chronic NOEC
#> 7 latipes 60 44 Oryzias Fish Chronic NOEC
#> 8 riparius 100 20 Chironomus Insect Chronic NOEC
#> 9 gibba 7800 7 Lemna Macrophyte Chronic NOEC
#> 10 gymnorhiza 7990 28 Bruguiera Macrophyte Chronic LC50
#> 11 subcapitata 1360 4 Raphidocelis Microalga Chronic EC10
#> 12 braunii 4000 4 Chlorolobion Microalga Chronic NOEC
#> 13 calyciflorus 1800 2 Brachionus Micro-invertebrate Chornic NOEC
#> 14 trichium 36.4 5 Paramecium Micro-organism Chronic IC50
#> 15 caudatum 492 5 Paramecium Micro-organism Chronic IC50
#> 16 antipodarum 20 28 Potamopyrgus Mollusc Chronic NOEC
#> 17 cornuarietis 50 14 Marisa Mollusc Chronic NOEC
#> 18 acuta 200 21 Physa Mollusc Chronic LOEC
#> 19 sp. 1600 NA Heteromyenia Sponge Chronic NOEC
#>
#> $anzg_bisphenol_a_marine
#> # A tibble: 8 × 6
#> Species Conc Duration Genus Group Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr>
#> 1 cordatum 302 72 Prorocentrum Dinoflagel… Chronic EC50
#> 2 polykrikoides 3470 72 Margalefidinium Dinoflagel… Chronic EC50
#> 3 pulcherrimus 45.6 920 Hemicentrotus Echinoderm Chronic LOEC
#> 4 lividus 38.8 0.5 Paracentrotus Echinoderm Acute EC50
#> 5 purpuratus 45.3 96 Strongylocentrotus Echinoderm Chronic EC50
#> 6 diversicolor 0.19 96 Haliotis Mollusc Chronic EC5
#> 7 japonicus 20 96 Tigriopus Crustacean Acute LC50
#> 8 bahia 103 96 Americamysis Crustacean Acute LC50
#>
#> $anzg_boron_fresh
#> # A tibble: 21 × 3
#> Species Conc Species_Genus
#> <chr> <dbl> <chr>
#> 1 sp. A 17 auratus_Carassius
#> 2 sp. B 6.6 azteca_Hyalella
#> 3 sp. C 6.1 densa_Egeria
#> 4 sp. D 1.4 disperma_Lemna
#> 5 sp. E 5.6 dubia_Ceriodaphnia
#> 6 sp. F 41 fowleri_Anaxyrus
#> 7 sp. G 2.4 magna_Daphnia
#> 8 sp. H 4 mrigala_Cirrhinus
#> 9 sp. I 6.2 mykiss_Oncorhynchus
#> 10 sp. J 4.9 ochreatus_Potamogeton
#> # ℹ 11 more rows
#>
#> $anzg_chlorine_marine
#> # A tibble: 29 × 7
#> Species Conc Duration Genus Group Life_stage Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr>
#> 1 excentricus 6.4 0.003470833 Dendraster Echin… Sperm Acute EC50
#> 2 plicatilis 90 0.020833333 Brachionus Rotif… Not stated Acute LC50
#> 3 virginica 23 4 Crassostrea Mollu… Larva Acute LC50
#> 4 tonsa 29 4 Acartia Crust… Not stated Acute LC50
#> 5 sp. 687 4 Pontogeneia Crust… Adult Acute LC50
#> 6 sp. 145 4 Anonyx Crust… Adult Acute LC50
#> 7 americanus 2890 0.041666667 Homarus Crust… Larva Acute LC50
#> 8 sp. 162 4 Neomysis Crust… Adult Acute LC50
#> 9 bahia 68 4 Mysidopsis Crust… Juvenile Acute LC50
#> 10 danae 178 4 Pandalus Crust… Juvenile … Acute LC50
#> # ℹ 19 more rows
#>
#> $anzg_chromium_III_fresh
#> # A tibble: 13 × 6
#> Species Conc Duration Genus Group Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr>
#> 1 ambiguum 19 48 Spirostomum Protozoa Chronic EC50
#> 2 subcapitata 3.4 72 Raphidocelis Microalga Chronic EC50
#> 3 kessleri 10 72 Chlorella Microalga Chronic EC50
#> 4 chlorelloides 557 72 Dictyosphaerium Microalga Chronic EC50
#> 5 calyciflorus 82 24 Brachionus Rotifer Acute LC50
#> 6 quadridentata 128 24 Lecane Rotifer Acute LC50
#> 7 magna 330 504 Daphnia Crustacean Chronic EC16
#> 8 similis 324 48 Daphnia Crustacean Acute EC50
#> 9 mykiss 48 1,728 Oncorhynchus Fish Chronic NOEC
#> 10 reticulata 333 96 Poecilia Fish Acute LC50
#> 11 auratus 410 96 Carassius Fish Acute LC50
#> 12 promelas 507 96 Pimephales Fish Acute LC50
#> 13 macrochirus 746 96 Lepomis Fish Acute LC50
#>
#> $anzg_copper_marine
#> # A tibble: 45 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 punctulata 1.4 3 Entomoneis Diat… Exponenti… Bacil… Population g…
#> 2 polymorphus 0.2 3 Minutocell… Diat… Exponenti… Bacil… Population g…
#> 3 closterium 3.3 3 Ceratoneis Diat… Exponenti… Bacil… Population g…
#> 4 tricornutum 1 3 Phaeodacty… Diat… Exponenti… Bacil… Population b…
#> 5 huxleyi 8.5 3 Coccolithus Gold… Exponenti… Hapto… Population g…
#> 6 oceanica 1.3 3 Gephyrocap… Gold… Exponenti… Hapto… Population g…
#> 7 sulcata 0.84 3 Proteomonas Gold… Exponenti… Hapto… Population g…
#> 8 lutea 2.7 3 Tisochrysis Gold… Exponenti… Hapto… Population g…
#> 9 sp. 300 3 Cyanobium Cyan… Exponenti… Cyano… Population a…
#> 10 tertiolecta 8 3 Dunaliella Gree… Exponenti… Chlor… Population g…
#> # ℹ 35 more rows
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_dioxins_fresh
#> # A tibble: 8 × 9
#> Species Conc Duration Genus Group Life_stage Notes Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 carpio 0.000024 132 Cyprinus Fish Adult 2,3,… Mortality
#> 2 lucius 0.0001 15 Esox Fish Egg 2,3,… Mortality
#> 3 kisutch 0.00056 64 Oncorhynchus Fish Juvenile 2,3,… Mortality
#> 4 mykiss 0.000015 56 Oncorhynchus Fish Fry 2,3,… Growth
#> 5 latipes 0.0025 11 Oryzias Fish Embryo 2,3,… Mortality
#> 6 promelas 0.00059 7 Pimephales Fish Embryo 2,3,… Mortality
#> 7 fontinalis 0.0009 82 Salvelinus Fish Egg 2,3,… Mortality
#> 8 namaycush 0.00125 92 Salvelinus Fish Egg 2,3,… Mortality
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_diuron_fresh
#> # A tibble: 16 × 8
#> Species Conc Duration Genus Group Life_stage Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr>
#> 1 minutissimum 10.3 4 Achn… Diat… Planktoni… Growth rate
#> 2 accomoda 315 4 Crat… Diat… Planktoni… Growth rate
#> 3 meneghiniana 4.9 4 Cycl… Diat… Planktoni… Growth rate
#> 4 silesiacum 10.4 4 Ency… Diat… Planktoni… Growth rate
#> 5 minima 1886 4 Eoli… Diat… Planktoni… Growth rate
#> 6 capucina var. vaucheri… 0.54 4 Frag… Diat… Planktoni… Growth rate
#> 7 rumpens 7.43 4 Frag… Diat… Planktoni… Growth rate
#> 8 ulna 17.6 4 Frag… Diat… Planktoni… Growth rate
#> 9 parvulum 365 4 Gomp… Diat… Planktoni… Growth rate
#> 10 fossalis 86.5 4 Maya… Diat… Planktoni… Growth rate
#> 11 pelliculosa 9.17 3 Navi… Diat… Not stated Biomass yiel…
#> 12 palea 199 4 Nitz… Diat… Planktoni… Growth rate
#> 13 subspicatus 2.3 3 Scen… Gree… Not stated Biomass yiel…
#> 14 capricornutum 0.44 4 Sele… Gree… Not stated Biomass yiel…
#> 15 gibba 2.49 7 Lemna Macr… Not stated Frond number…
#> 16 leopoliensis 1.14 3 Syne… Cyan… Not stated Biomass yiel…
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_diuron_marine
#> # A tibble: 12 × 8
#> Species Conc Duration Genus Group Life_stage Test_endpoint Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 muelleri 1.5 3 Chae… Diat… Exponenti… Specific gro… Chronic NEC
#> 2 punctul… 2 3 Ento… Diat… Not stated Cell density Chronic NOEC
#> 3 closter… 2 3 Nitz… Diat… Not stated Cell density Chronic NOEC
#> 4 pyrifor… 2.2 3 Neph… Gree… Not stated Cell density Chronic EC10
#> 5 sp. 1.64 3 Tetr… Gree… Exponenti… Specific gro… Chronic EC10
#> 6 salina 1.7 3 Rhod… Cryp… Exponenti… Specific gro… Chronic NEC
#> 7 goreaui 2.5 14 Clad… Dino… Exponenti… Specific gro… Chronic EC10
#> 8 huxleyi 0.54 3 Emil… Gold… Exponenti… Cell density Chronic NOEC
#> 9 galbana 1.09 3 Isoc… Gold… Not stated Cell density Chronic EC10
#> 10 lutea 0.6 3 Tiso… Gold… Exponenti… Specific gro… Chronic EC10
#> 11 japonica 2.3 15 Sacc… Brow… Thalli Fresh weight Chronic EC10
#> 12 marina 2.5 10 Zost… Macr… Not stated Biomass (old… Chronic NOEC
#>
#> $anzg_fipronil_fresh
#> # A tibble: 13 × 10
#> Species Conc Duration Genus Group Life_stage Notes Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 brevilineata 0.015 2 Cheu… Inse… Larvae Acut… Arthr… Mortality
#> 2 vittatum 0.023 2 Simu… Inse… Larvae Acut… Arthr… Mortality
#> 3 quinquefasc… 0.035 1 Culex Inse… Larvae Acut… Arthr… Mortality
#> 4 crassicauda… 0.042 2 Chir… Inse… Larvae Acut… Arthr… Mortality
#> 5 paripes 0.042 2 Glyp… Inse… Larvae Acut… Arthr… Mortality
#> 6 taeniorhync… 0.043 2 Aedes Inse… Larvae Acut… Arthr… Mortality
#> 7 quadrimacul… 0.043 2 Anop… Inse… Larvae Acut… Arthr… Mortality
#> 8 sp. 0.044 4 Hexa… Inse… Nymph Acut… Arthr… Mortality
#> 9 nigripalpus 0.087 2 Culex Inse… Larvae Acut… Arthr… Mortality
#> 10 nubiferum 0.1 2 Poly… Inse… Larvae Acut… Arthr… Mortality
#> 11 aegypti 0.12 1 Aedes Inse… Larvae Acut… Arthr… Mortality
#> 12 annularius 0.245 2 Chir… Inse… Larvae Acut… Arthr… Mortality
#> 13 albopictus 0.81 2 Aedes Inse… Larvae Acut… Arthr… Mortality
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_fluoride_fresh
#> # A tibble: 22 × 9
#> Species Conc Duration Genus Group Life_stage Notes Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 vulgaris 95 15 Chlorella Gree… Not stated Valu… Growth
#> 2 quadricauda 50 6.3 Scenedesmus Gree… Not stated Valu… Growth
#> 3 subspicata 127 3 Scenedesmus Gree… Not stated Valu… Growth
#> 4 subcapitata 195 3 Raphidocelis Gree… Not stated Valu… Growth
#> 5 braunii 50 6.3 Ankistrodes… Gree… Not stated Valu… Growth
#> 6 pyriformis 50 6.3 Nephroselmis Gree… Not stated Valu… Growth
#> 7 meneghiniana 50 6.3 Cyclotella Diat… Not stated Valu… Growth
#> 8 minutus 50 6.3 Stephanodis… Diat… Not stated Valu… Growth
#> 9 limnetica 50 6.3 Oscillatoria Cyan… Not stated Valu… Growth
#> 10 leopoliensis 25 6.3 Synechococc… Cyan… Not stated Valu… Growth
#> # ℹ 12 more rows
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_glyphosate_fresh
#> # A tibble: 15 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 flosaquae 12000 5 Anabaena Blue… Not stated Cyano… Biomass yiel…
#> 2 dubia 65000 7 Cerioda… Crus… <24-hour … Arthr… Survival
#> 3 quadricarinatus 22500 50 Cherax Crus… Advanced … Arthr… Growth
#> 4 saccharophila 1082 3 Chlorel… Gree… Exponenti… Chlor… Cell density
#> 5 magna 450 21 Daphnia Crus… Neonate Arthr… Reproduction
#> 6 azteca 19145 14 Hyalella Amph… Juvenile Arthr… Survival
#> 7 siliquoidea 12500 21 Lampsil… Biva… Juvenile Mollu… Shell length
#> 8 gibba 1400 14 Lemna Macr… Not stated Trach… Frond number…
#> 9 minor 3780 7 Lemna Macr… Not stated Trach… Chlorophyll-…
#> 10 pelliculosa 1800 5 Navicula Diat… Not stated Bacil… Biomass yiel…
#> 11 columella 316 12 Pseudos… Gast… Embryo Mollu… Hatching suc…
#> 12 acutus 2000 4 Scenede… Gree… Not stated Chlor… Chlorophyll-…
#> 13 quadricauda 770 4 Scenede… Gree… Not stated Chlor… Chlorophyll-…
#> 14 subspicatus 400 3 Scenede… Gree… Exponenti… Chlor… Cell density
#> 15 capricornutum 10000 5 Selenas… Gree… Not stated Chlor… Chlorophyll-…
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_iron_fresh
#> # A tibble: 20 × 8
#> Species Conc Duration Genus Group Life_stage Test_endpoint Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 acumina… 6900 21 Alat… Fung… NR Growth Chronic NOEC
#> 2 tetracl… 6900 21 Arti… Fung… NR Growth Chronic NOEC
#> 3 elegans 6900 21 Tetr… Fung… NR Growth Chronic NOEC
#> 4 subcapi… 442 3 Raph… Micr… Not stated Yield Chronic EC10
#> 5 austral… 1000 64 Phra… Macr… Seedling Growth Chronic NOEC
#> 6 dilatata 957 5 Euch… Roti… Neonate Reproduction Chronic LC10
#> 7 variega… 470 35 Lumb… Anne… Worm Reproduction Chronic EC10
#> 8 dorotoc… 40000 30 Duge… Plan… Not stated Growth Chronic EC10
#> 9 limbata 7863 30 Hexa… Inse… Nymph Survival Chronic EC10
#> 10 margina… 50000 30 Lept… Inse… Larvae Immobility Chronic NOEC
#> 11 dubia 383 7 Ceri… Crus… Neonate Reproduction Chronic EC10
#> 12 magna 4380 21 Daph… Crus… Neonate Reproduction Chronic EC16
#> 13 pulex 852 21 Daph… Crus… Neonate Reproduction Chronic NOEC
#> 14 boreas 2607 35 Bufo Amph… Tadpole Biomass Chronic EC10
#> 15 kisutch 3040 7 Onco… Fish Larvae Mortality Chronic NOEC→…
#> 16 latipes 25000 7 Oryz… Fish Larvae Mortality Chronic NOEC
#> 17 promelas 192 7 Pime… Fish Larvae Growth Chronic EC10
#> 18 william… 868 78 Pros… Fish Egg Biomass Chronic EC10
#> 19 trutta 5000 79 Salmo Fish Egg Biomass Chronic EC20
#> 20 fontina… 10280 245 Salv… Fish 3 months Growth Chronic NOEC
#>
#> $anzg_iron_marine
#> # A tibble: 16 × 8
#> Species Conc Duration Genus Group Life_stage Test_endpoint Toxicity_measure
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 galbana 50000 4 Isoc… Micr… Not appli… Growth rate … Chronic NOEC
#> 2 spathul… 18700 0.229 Acro… Cnid… Gametes Fertilisation Chronic EC10
#> 3 daedalea 2750 0.229 Plat… Cnid… Gametes Fertilisation Chronic NOEC
#> 4 tubercu… 2000 3 Heli… Echi… Embryo/la… Larval devel… Chronic NOEC
#> 5 trapezia 935 2 Anad… Moll… Embryo Abnormalities Chronic NEC
#> 6 austral… 893 2 Barn… Moll… Embryo Abnormalities Chronic NEC
#> 7 tenuico… 806 2 Fulv… Moll… Embryo Abnormalities Chronic NEC
#> 8 alba 810 2 Hiat… Moll… Embryo Abnormalities Chronic NEC
#> 9 crenatus 1020 2 Irus Moll… Embryo Abnormalities Chronic NEC
#> 10 gigas 724 2 Maga… Moll… Embryo Abnormalities Chronic NEC
#> 11 glomera… 738 2 Sacc… Moll… Embryo Abnormalities Chronic NEC
#> 12 livida 1270 2 Scae… Moll… Embryo Abnormalities Chronic NEC
#> 13 trigone… 948 2 Spis… Moll… Embryo Abnormalities Chronic NEC
#> 14 securis 896 2 Xeno… Moll… Embryo Abnormalities Chronic NEC
#> 15 rubra 4360 2 Hali… Moll… Embryo–… Normal devel… Chronic EC10
#> 16 anthonyi 1000 7 Canc… Crus… Embryo Hatching Chronic NOEC
#>
#> $anzg_mancozeb_fresh
#> # A tibble: 8 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 pyrenoidosa 20 4 Chlorella Micr… Not stated Chlor… Growth
#> 2 vulgaris 100 4 Chlorella Micr… Not stated Chlor… Growth
#> 3 quadricauda 100 4 Scenedesmus Micr… Not stated Chlor… Growth
#> 4 subcapitata 100 4 Raphidocel… Micr… Not stated Chlor… Growth
#> 5 obliquus 500 4 Scenedesmus Micr… Not stated Chlor… Growth
#> 6 magna 7 21 Daphnia Crus… Neonate Arthr… Reproduction
#> 7 dilutus 2100 10 Chironomus Inse… Larvae Arthr… Survival
#> 8 promelas 1.35 215 Pimephales Fish Larvae Chord… Growth
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_manganese_marine
#> # A tibble: 18 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 closterium 18000 3 Ceratoneis Diat… N.A. Bacil… Growth rate
#> 2 lutea 125000 3 Isochrysis Gold… Log phase Hapto… Growth rate
#> 3 millepora 1090 14 Acropora Cnid… Adult Cnida… Tissue sloug…
#> 4 muricata 358 2 Acropora Cnid… Adult Cnida… Tissue sloug…
#> 5 spathulata 304 2 Acropora Cnid… Adult Cnida… Tissue sloug…
#> 6 daedalea 54000 0.229 Platygyra Cnid… Gametes Cnida… Fertilisation
#> 7 pistillata 374 2 Stylophora Cnid… Adult Cnida… Tissue sloug…
#> 8 tuberculata 1580 3 Heliocida… Echi… Embryo Echin… Embryo devel…
#> 9 trapezia 1040 2 Anadara Moll… Embryo Mollu… Embryo devel…
#> 10 australasiae 1780 2 Barnea Moll… Embryo Mollu… Embryo devel…
#> 11 tenuicostata 1460 2 Fulvia Moll… Embryo Mollu… Embryo devel…
#> 12 alba 1520 2 Hiatula Moll… Embryo Mollu… Embryo devel…
#> 13 crenatus 2410 2 Irus Moll… Embryo Mollu… Embryo devel…
#> 14 gigas 650 2 Magallana Moll… Embryo Mollu… Embryo devel…
#> 15 glomerata 654 2 Saccostrea Moll… Embryo Mollu… Embryo devel…
#> 16 livida 959 2 Scaeochla… Moll… Embryo Mollu… Embryo devel…
#> 17 trigonella 2090 2 Spisula Moll… Embryo Mollu… Embryo devel…
#> 18 securis 755 2 Xenostrob… Moll… Embryo Mollu… Embryo devel…
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_mcpa_fresh
#> # A tibble: 16 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 subcapitata 32 4 Raphid… Gree… Not stated Chlor… Growth
#> 2 quadricauda 17020 20 Scened… Gree… Not stated Chlor… Growth
#> 3 subspicatus 143000 3 Desmod… Gree… Not stated Chlor… Growth
#> 4 flos-aquae 470 5 Anabae… Blue… Not stated Cyano… Growth
#> 5 gibba 14 14 Lemna Macr… Not stated Trach… Growth
#> 6 minor 248 7 Lemna Macr… Not stated Trach… Growth
#> 7 pelliculosa 7.7 5 Navicu… Diat… Not stated Bacil… Growth
#> 8 sp. 20 2 Gompho… Diat… Not stated Bacil… Growth
#> 9 gracilis 20 2 Encyon… Diat… Not stated Bacil… Growth
#> 10 ulna 20 2 Ulnaria Diat… Not stated Bacil… Growth
#> 11 gracile 500 2 Gompho… Diat… Not stated Bacil… Growth
#> 12 sp. 500 2 Cymbel… Diat… Not stated Bacil… Growth
#> 13 minutissimum 500 2 Achnan… Diat… Not stated Bacil… Growth
#> 14 cf. incisa 500 2 Eunotia Diat… Not stated Bacil… Growth
#> 15 cryptotenella 500 2 Navicu… Diat… Not stated Bacil… Growth
#> 16 magna 13000 21 Daphnia Crus… Neonate Arthr… Immobilisati…
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_metolachlor_fresh
#> # A tibble: 21 × 10
#> Species Conc Duration Genus Group Life_stage Notes Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 minutissimum 6528 4 Achn… Diat… Exponenti… Spec… Bacil… Cell density
#> 2 flosaquae 240 5 Anab… Blue… Not stated NA Cyano… Biomass yiel…
#> 3 demersum 14 14 Cera… Macr… Not stated Spec… Trach… Wet weight
#> 4 reinhardtii 228 4 Chla… Gree… Not stated Spec… Chlor… Chlorophyll-…
#> 5 pyrenoidosa 1 4 Chlo… Gree… Exponenti… Spec… Chlor… Chlorophyll-…
#> 6 accomoda 4016 4 Crat… Diat… Exponenti… Spec… Bacil… Chlorophyll-…
#> 7 meneghiniana 925 4 Cycl… Diat… Exponenti… Spec… Bacil… Cell density
#> 8 magna 224 21 Daph… Macr… <24 hour … NA Arthr… Young per fe…
#> 9 canadensis 471 14 Elod… Macr… Not stated Spec… Trach… Wet weight
#> 10 silesiacum 1048 4 Ency… Diat… Exponenti… Spec… Bacil… Chlorophyll-…
#> # ℹ 11 more rows
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_metsulfuron_methyl_fresh
#> # A tibble: 8 × 10
#> Species Conc Duration Genus Group Life_stage Notes Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 flos-aquae 9.54e+1 5 Anab… Blue… Not stated NA Cyano… Biomass yiel…
#> 2 canadensis 5.4 e-2 8 Elod… Macr… Apical sh… Apic… Trach… Shoot length
#> 3 gibba 1.93e-1 7 Lemna Macr… Not stated NA Trach… Frond count
#> 4 minor 1 e-1 42 Lemna Macr… Exponenti… NA Trach… Frond count
#> 5 spicatum 4 e-1 14 Myri… Macr… Apical sh… NA Trach… Root occurre…
#> 6 pelliculosa 9.28e+4 4 Navi… Diat… Not stated NA Bacil… Biomass yiel…
#> 7 mykiss 4.5 e+3 90 Onco… Fish Early life NA Chord… Mortality
#> 8 subcapitata 1 e+1 5 Pseu… Gree… Not stated NA Chlor… Biomass yiel…
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_nickel_marine
#> # A tibble: 31 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 sp. 3700 3 Cyanobium Cyan… 6 x 10^3 … Cyano… Growth rate
#> 2 closterium 2870 3 Ceratoneis Diat… 5-6 d old… Bacil… Growth rate
#> 3 costatum 132 4 Skeletone… Diat… Not stated Bacil… Growth
#> 4 tertiolecta 17900 4 Dunaliella Gree… Not stated Chlor… Growth
#> 5 lutea 250 3 Isochrysis Brow… 5-6 d old… Hapto… Growth rate
#> 6 sp. 310 3 Symbiodin… Dino… 6-7 d old… Dinop… Growth rate
#> 7 parvula 144 10 Champia Red … Adult Rhodo… Reproduction
#> 8 pyrifera 96.7 10 Macrocyst… Brow… Zoospore Phaeo… Reproduction
#> 9 sinjiensis 5.5 3.33 Acartia Crus… Egg Arthr… Development
#> 10 amphitrite 67 4 Amphibala… Crus… Nauplius Arthr… Metamorphosis
#> # ℹ 21 more rows
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_nitrate_hard_fresh
#> # A tibble: 12 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 sp. 1600 3 Chlo… Micr… Exponenti… Chlor… Growth
#> 2 solitaria 1700 3 Oocy… Micr… Exponenti… Chlor… Growth
#> 3 viridissima 220 4 Hydra Cnid… Adult Cnida… Population g…
#> 4 dilutus 120 10 Chir… Inse… Larvae Arthr… Growth weight
#> 5 dubia 28.5 7 Ceri… Crus… Neonates Arthr… Reproduction
#> 6 magna 358 7 Daph… Crus… Neonates Arthr… Reproduction
#> 7 azteca 102 14 Hyal… Crus… Juvenile Arthr… Growth weight
#> 8 heilongjiangensis 45 13 Simo… Crus… Neonates Arthr… Reproduction
#> 9 topeka 268 30 Notr… Fish Juvenile Chord… Growth
#> 10 mykiss 335 42 Onco… Fish Fry Chord… Growth
#> 11 promelas 46.7 32 Pime… Fish Embryo la… Chord… Growth weight
#> 12 versicolor 47 52 Hyla Amph… Juvenile Chord… Metamorphosis
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_nitrate_moderate_fresh
#> # A tibble: 11 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 siliquoidea 17 28 Lampsilis Moll… Juvenile Mollu… Weight
#> 2 dilutus 5.8 10 Chironomus Inse… Larva Arthr… Growth weight
#> 3 sp. 20.3 20 Deleatidium Inse… Larva Arthr… Mortality
#> 4 dubia 19.4 7 Ceriodaphnia Crus… Neonates Arthr… Reproduction
#> 5 azteca 11 42 Hyalella Crus… Juvenile Arthr… Growth weight
#> 6 rerio 200 29 Danio Fish Juvenile Chord… Mortality an…
#> 7 maculatus 26.6 40 Galaxias Fish Juvenile Chord… Mortality
#> 8 cotidianus 24.9 21 Gobiomorphus Fish Juvenile Chord… Mortality
#> 9 mykiss 120 42 Oncorhynchus Fish Fry Chord… Yolk develop…
#> 10 promelas 6.6 7 Pimephales Fish Embryo la… Chord… Growth weight
#> 11 regilla 56.7 10 Pseudacris Amph… Embryo Chord… Length
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_nitrate_soft_fresh
#> # A tibble: 14 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 subcapitata 247 3 Raphidoc… Micr… Exponenti… Chlor… Growth
#> 2 novaezelandiae 8.6 60 Sphaerium Moll… Juvenile Mollu… Mortality
#> 3 antipodarum 1.4 40 Potamopy… Moll… Juvenile Mollu… Growth length
#> 4 planifrons 2.2 60 Paraneph… Crus… Juvenile Arthr… Growth length
#> 5 clupeaformis 6.3 126 Coregonus Fish Embryo al… Chord… Development
#> 6 maculatus 2 40 Galaxias Fish Juvenile Chord… Mortality
#> 7 cotidianus 22.5 21 Gobiomor… Fish Juvenile Chord… Growth weight
#> 8 mykiss 2.2 30 Oncorhyn… Fish Fry Chord… Mortality
#> 9 tshawytscha 2.3 30 Oncorhyn… Fish Fry Chord… Mortality
#> 10 promelas 52 7 Pimephal… Fish Embryo la… Chord… Growth weight
#> 11 clarkii 4.5 30 Salmo Fish Fry Chord… Mortality
#> 12 namaycush 1.6 146 Salvelin… Fish Embryo al… Chord… Growth weight
#> 13 aurora 117 16 Rana Amph… Embryo la… Chord… Growth weight
#> 14 laevis 24.8 10 Xenopus Amph… Tadpole Chord… Growth weight
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_paraquat_fresh
#> # A tibble: 10 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 cf. chalybea 2.6 4 Oscillator… Cyan… Not stated Cyano… Growth
#> 2 subcapitata 114 4 Raphidocel… Gree… Not stated Chlor… Growth
#> 3 minor 5.1 4 Lemna Macr… Not stated Trach… Growth
#> 4 gibba 1 28 Lemna Macr… Not stated Trach… Growth
#> 5 paucicostata 31.8 7 Lemna Macr… Not stated Trach… Growth
#> 6 sp. 15.2 2 Mesocyclops Crus… Nauplii Arthr… Mortality
#> 7 aspericornis 20.7 2 Mesocyclops Crus… Nauplii Arthr… Mortality
#> 8 magna 125 2 Daphnia Crus… Neonates Arthr… Immobilisati…
#> 9 mykiss 8.4 1 Oncorhynch… Fish Juveniles Chord… Mortality
#> 10 laevis 13.8 5 Xenopus Amph… Embryo Chord… Mortality
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_perfluorooctane_sulfonate_pfos_fresh
#> # A tibble: 37 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 gargarizans 2000 30 Bufo Amph… Tadpole Chord… Mortality
#> 2 catesbeiana 57.6 72 Lith… Amph… Tadpole Chord… Growth
#> 3 pipiens 10 40 Lith… Amph… Tadpole Chord… Development
#> 4 laevis 1250 36 Xeno… Amph… Tadpole Chord… Growth
#> 5 tropicalis 590 150 Xeno… Amph… Embryo Chord… Growth
#> 6 flos-aquae 82000 4 Anab… Cyan… Not stated Cyano… Growth and b…
#> 7 dubia 6900 6 Ceri… Crus… Neonate Arthr… Reproduction
#> 8 diaptomus 400 28 Cycl… Crus… Not stated Arthr… Survival
#> 9 canthocamptus s… 1000 35 Cycl… Crus… Not stated Arthr… Survival
#> 10 carinata 0.4 21 Daph… Crus… Neonate Arthr… Reproduction
#> # ℹ 27 more rows
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_picloram_fresh
#> # A tibble: 12 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 subcapitata 8944 4 Raphidoc… Micr… Not stated Chlor… Growth
#> 2 vulgaris 10000 4 Chlorella Micr… Not stated Chlor… Growth
#> 3 pseudolimnaeus 1650 4 Gammarus Crus… Juvenile Arthr… Mortality
#> 4 fasciculatus 2700 4 Gammarus Crus… Adult Arthr… Mortality
#> 5 magna 11800 21 Daphnia Crus… Neonate Arthr… Reproduction
#> 6 californica 4800 10 Pteronar… Inse… YC-2 Arthr… Mortality
#> 7 punctatus 140 4 Ictalurus Fish Juvenile Chord… Mortality
#> 8 clarkii 229 4 Oncorhyn… Fish Juvenile Chord… Mortality
#> 9 namaycush 236 4 Salvelin… Fish Juvenile Chord… Mortality
#> 10 mykiss 550 60 Oncorhyn… Fish Embryo Chord… Growth
#> 11 macrochirus 2226 4 Lepomis Fish Juvenile Chord… Mortality
#> 12 promelas 5530 4 Pimephal… Fish Juvenile Chord… Mortality
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_simazine_fresh
#> # A tibble: 20 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 magna 1000 21 Daphnia Arth… Not stated Arthr… Mortality
#> 2 pelliculosa 18 5 Navicula Diat… Not stated Bacil… Cell density
#> 3 geitleri 171 3 Chlamydomo… Gree… Exponenti… Chlor… Growth rate
#> 4 pyrenoidosa 65 6 Chlorella Gree… Not stated Chlor… Abundance
#> 5 vulgaris 435 4 Chlorella Gree… Not stated Chlor… Abundance
#> 6 subcapitata 32 3 Pseudokirc… Gree… Not stated Chlor… Growth rate
#> 7 obliquus 51.4 4 Scenedesmus Gree… Not stated Chlor… Growth rate
#> 8 quadricauda 30 4 Scenedesmus Gree… Not stated Chlor… Abundance
#> 9 auratus 1000 365 Carassius Fish Not stated Chord… Mortality
#> 10 carpio 45 90 Cyprinus Fish Not stated Chord… Weight and m…
#> 11 macrochirus 1000 365 Lepomis Fish Not stated Chord… Mortality
#> 12 mykiss 500 28 Oncorhynch… Fish Not stated Chord… Mortality
#> 13 promelas 1000 120 Pimephales Fish Early lif… Chord… Mortality
#> 14 flos-aquae 7.2 5 Anabaena Cyan… Not stated Cyano… Cell density
#> 15 gramineus 100 7 Acorus Macr… Not stated Trach… Fresh weight
#> 16 gibba 28 14 Lemna Macr… Not stated Trach… Biomass yield
#> 17 aquaticum 20 7 Myriophyll… Macr… 2 weeks o… Trach… Fresh weight
#> 18 cordata 100 7 Pontederia Macr… Not stated Trach… Fresh weight
#> 19 latifolia 300 7 Typha Macr… Not stated Trach… Fresh weight
#> 20 americana 58 13 Vallisneria Macr… Not stated Trach… Length
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_simazine_marine
#> # A tibble: 14 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 closterium 310 3 Ceratone… Diat… Exponenti… Bacil… Growth rate
#> 2 sp. 400 10 Chloroco… Gree… Not stated Chlor… Cell density
#> 3 virginica 1000 7 Crassost… Biva… Spat Mollu… Mortality an…
#> 4 goreaui 257 14 Cladocop… Dino… Exponenti… Dinof… Growth rate
#> 5 tertiolecta 1000 10 Dunaliel… Gree… Not stated Chlor… Cell density
#> 6 galbana 100 10 Isochrys… Gold… Not stated Hapto… Cell density
#> 7 texana 100000 4 Neopanope Crus… Not stated Arthr… Mortality
#> 8 kadiakensis 10000 2 Palaemon… Crus… Not stated Arthr… Mortality
#> 9 duorarum 11300 4 Penaeus Crus… Not stated Arthr… Mortality
#> 10 tricornutum 100 3 Phaeodac… Diat… Exponenti… Bacil… Growth rate
#> 11 salina 38.4 3 Rhodomon… Cryp… Exponenti… Crypt… Growth rate
#> 12 costatum 250 5 Skeleton… Diat… Not stated Bacil… Cell density
#> 13 sp. 37.5 3 Tetrasel… Gree… Exponenti… Chlor… Growth rate
#> 14 lutea 60.2 3 Tisochry… Gold… Exponenti… Hapto… Growth rate
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_sulfometuron_methyl_fresh
#> # A tibble: 6 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 subcapitata 0.63 5 Raphidoce… Gree… Not stated Chlor… Growth
#> 2 flos-aquae 14 5 Anabaena Cyan… Not stated Cyano… Growth
#> 3 pelliculosa 370 5 Navicula Diat… Not stated Bacil… Growth
#> 4 gibba 0.207 14 Lemna Macr… Not stated Trach… Growth
#> 5 magna 6100 21 Daphnia Crus… Neonates Arthr… Reproduction
#> 6 laevis 1000 30 Xenopus Amph… Embryos Chord… Development
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $anzg_zinc_marine
#> # A tibble: 16 × 9
#> Species Conc Duration Genus Group Life_stage Phylum Test_endpoint
#> <chr> <dbl> <chr> <chr> <chr> <chr> <chr> <chr>
#> 1 punctulata 153 2 Entom… Diat… Log phase Ochro… Population g…
#> 2 closterium 84 3 Cerat… Diat… Log phase Ochro… Population g…
#> 3 tertiolecta 54 3 Dunal… Gree… NR Chlor… Mortality
#> 4 fasiata 143 4 Ulva Gree… Zoospores Chlor… Growth and g…
#> 5 pyrifera 1070 16 Macro… Brow… Zoospores Ochro… Reproduction
#> 6 elegans 24 4 Hydro… Anne… Larvae Annel… Development
#> 7 pulchella 9 28 Aipta… Anem… Adult Cnida… Reproduction
#> 8 compressa 62 28 Allor… Crus… Juveniles Arthr… Mortality
#> 9 australiensis 230 14 Calli… Crus… Adult Arthr… Immobilisati…
#> 10 gigas 24 2 Crass… Moll… Embryos Mollu… Development
#> 11 diversicolor 64 28 Halio… Moll… NR Mollu… Growth
#> 12 asperrima 5 2 Mimac… Moll… Larvae Mollu… Development
#> 13 edulis 35 2 Mytil… Moll… Eggs/Larv… Mollu… Development
#> 14 galloprovincialis 36 2 Mytil… Moll… Embryos Mollu… Development
#> 15 trossulus 64 2 Mytil… Moll… Embryos Mollu… Development
#> 16 glomerata 2080 14 Sacco… Moll… Larvae Mollu… Mortality
#> # ℹ 1 more variable: Toxicity_measure <chr>
#>
#> $ccme_boron
#> # A tibble: 28 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Oncorhynchus mykiss 2.1 Boron Fish mg/L Freshwater
#> 2 Ictalurus punctatus 2.4 Boron Fish mg/L Freshwater
#> 3 Micropterus salmoides 4.1 Boron Fish mg/L Freshwater
#> 4 Brachydanio rerio 10 Boron Fish mg/L Freshwater
#> 5 Carassius auratus 15.6 Boron Fish mg/L Freshwater
#> 6 Pimephales promelas 18.3 Boron Fish mg/L Freshwater
#> 7 Daphnia magna 6 Boron Invertebrate mg/L Freshwater
#> 8 Opercularia bimarginata 10 Boron Invertebrate mg/L Freshwater
#> 9 Ceriodaphnia dubia 13.4 Boron Invertebrate mg/L Freshwater
#> 10 Entosiphon sulcatum 15 Boron Invertebrate mg/L Freshwater
#> # ℹ 18 more rows
#>
#> $ccme_cadmium
#> # A tibble: 36 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Oncorhynchus mykiss 0.23 Cadmium Fish ug/L Freshwater
#> 2 Salvelinus confluentus 0.83 Cadmium Fish ug/L Freshwater
#> 3 Cottus bairdi 0.96 Cadmium Fish ug/L Freshwater
#> 4 Salmo salar 0.99 Cadmium Fish ug/L Freshwater
#> 5 Acipenser transmontanus 1.14 Cadmium Fish ug/L Freshwater
#> 6 Prosopium williamsoni 1.25 Cadmium Fish ug/L Freshwater
#> 7 Salmo trutta 1.36 Cadmium Fish ug/L Freshwater
#> 8 Salvelinus fontinalis 2.23 Cadmium Fish ug/L Freshwater
#> 9 Oncorhynchus tshawytscha 2.29 Cadmium Fish ug/L Freshwater
#> 10 Pimephales promelas 2.36 Cadmium Fish ug/L Freshwater
#> # ℹ 26 more rows
#>
#> $ccme_chloride
#> # A tibble: 28 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Pimephales promelas 598 Chloride Fish mg/L Freshwater
#> 2 Salmo trutta fario 607 Chloride Fish mg/L Freshwater
#> 3 Oncorhynchus mykiss 989 Chloride Fish mg/L Freshwater
#> 4 Xenopus laevis 1307 Chloride Amphibian mg/L Freshwater
#> 5 Rana pipiens 3431 Chloride Amphibian mg/L Freshwater
#> 6 Lampsilis fasciola 24 Chloride Invertebrate mg/L Freshwater
#> 7 Epioblasma torulosa rangiana 42 Chloride Invertebrate mg/L Freshwater
#> 8 Musculium securis 121 Chloride Invertebrate mg/L Freshwater
#> 9 Daphnia ambigua 259 Chloride Invertebrate mg/L Freshwater
#> 10 Daphnia pulex 368 Chloride Invertebrate mg/L Freshwater
#> # ℹ 18 more rows
#>
#> $ccme_endosulfan
#> # A tibble: 12 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Oncorhynchus mykiss 0.05 Endosulfan Fish ng/L Freshw…
#> 2 Channa punctata 0.24 Endosulfan Fish ng/L Freshw…
#> 3 Pimephales promelas 0.28 Endosulfan Fish ng/L Freshw…
#> 4 Hydra vulgaris 0.06 Endosulfan Invertebrate ng/L Freshw…
#> 5 Hydra viridissima 0.07 Endosulfan Invertebrate ng/L Freshw…
#> 6 Daphnia magna 14.1 Endosulfan Invertebrate ng/L Freshw…
#> 7 Ceriodaphnia dubia 14.1 Endosulfan Invertebrate ng/L Freshw…
#> 8 Moinodaphnia macleayi 28.3 Endosulfan Invertebrate ng/L Freshw…
#> 9 Daphnia cephalata 113. Endosulfan Invertebrate ng/L Freshw…
#> 10 Brachionus calyciflorus 1000 Endosulfan Invertebrate ng/L Freshw…
#> 11 Pseudokirchneriella subcapitata 428. Endosulfan Plant ng/L Freshw…
#> 12 Scenedesmus subspicatus 560 Endosulfan Plant ng/L Freshw…
#>
#> $ccme_glyphosate
#> # A tibble: 18 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Oncorhynchus kisutch 130000 Glyphosate Fish ug/L Freshwa…
#> 2 Oncorhynchus mykiss 150000 Glyphosate Fish ug/L Freshwa…
#> 3 Pimephales promelas 25700 Glyphosate Fish ug/L Freshwa…
#> 4 Ceriodaphnia dubia 65000 Glyphosate Invertebrate ug/L Freshwa…
#> 5 Daphnia magna 10487 Glyphosate Invertebrate ug/L Freshwa…
#> 6 Hyalella azteca 20500 Glyphosate Invertebrate ug/L Freshwa…
#> 7 Pseudosuccinea columella 3162 Glyphosate Invertebrate ug/L Freshwa…
#> 8 Anabaena flosaquae 12000 Glyphosate Plant ug/L Freshwa…
#> 9 Chlorella pyrenoidosa 3530 Glyphosate Plant ug/L Freshwa…
#> 10 Chlorella vulgaris 4696 Glyphosate Plant ug/L Freshwa…
#> 11 Lemna gibba 1587 Glyphosate Plant ug/L Freshwa…
#> 12 Myriophyllum sibiricum 1474 Glyphosate Plant ug/L Freshwa…
#> 13 Navicula pelliculosa 1800 Glyphosate Plant ug/L Freshwa…
#> 14 Potamogeton pectinatus 3162 Glyphosate Plant ug/L Freshwa…
#> 15 Pseudokirchneriella subcapitata 10000 Glyphosate Plant ug/L Freshwa…
#> 16 Scenedesmus acutus 2820 Glyphosate Plant ug/L Freshwa…
#> 17 Scenedesmus obliquus 55858 Glyphosate Plant ug/L Freshwa…
#> 18 Scenedesmus quadricauda 1090 Glyphosate Plant ug/L Freshwa…
#>
#> $ccme_silver
#> # A tibble: 9 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Oncorhynchus mykiss 0.24 Silver Fish ug/L Freshwater
#> 2 Lemna gibba 0.63 Silver Plant ug/L Freshwater
#> 3 Ceriodaphnia dubia 0.78 Silver Invertebrate ug/L Freshwater
#> 4 Pimephales promelas 0.83 Silver Fish ug/L Freshwater
#> 5 Ictalurus punctatus 1.9 Silver Fish ug/L Freshwater
#> 6 Daphnia magna 2.12 Silver Invertebrate ug/L Freshwater
#> 7 Hyalella azteca 4 Silver Invertebrate ug/L Freshwater
#> 8 Chironomus tentans 13 Silver Invertebrate ug/L Freshwater
#> 9 Micropterus salmoides 23 Silver Fish ug/L Freshwater
#>
#> $ccme_uranium
#> # A tibble: 13 × 6
#> Species Conc Chemical Group Units Medium
#> <chr> <dbl> <chr> <fct> <chr> <chr>
#> 1 Oncorhynchus mykiss 350 Uranium Fish ug/L Freshwater
#> 2 Pimephales promelas 1040 Uranium Fish ug/L Freshwater
#> 3 Esox lucius 2550 Uranium Fish ug/L Freshwater
#> 4 Salvelinus namaycush 13400 Uranium Fish ug/L Freshwater
#> 5 Catostomus commersoni 14300 Uranium Fish ug/L Freshwater
#> 6 Hyalella azteca 12 Uranium Invertebrate ug/L Freshwater
#> 7 Ceriodaphnia dubia 73 Uranium Invertebrate ug/L Freshwater
#> 8 Simocephalus serrulatus 480 Uranium Invertebrate ug/L Freshwater
#> 9 Daphnia magna 530 Uranium Invertebrate ug/L Freshwater
#> 10 Chironomus tentans 930 Uranium Invertebrate ug/L Freshwater
#> 11 Pseudokirchneriella subcapitata 40 Uranium Plant ug/L Freshwater
#> 12 Lemna minor 3100 Uranium Plant ug/L Freshwater
#> 13 Cryptomonas erosa 172 Uranium Plant ug/L Freshwater
#>