agnt.eco · species · biosemiotic layer

What each species reads as meaning

For a species to become its own agent it must read an environmental value as meaning something to it — not just store the number. Each band below is the value range where a signal changes meaning for that species, every one carrying its published source so the claim can be traced. Sourced today, DOI-verified, confidence ≥ 0.85; where no published threshold exists the entry is an honest blank, not a guess.

404sourced bands
149species
89honest gaps

Eldvatn

Mývatn Arctic CharrSalvelinus alpinus
water_temperature °Csource ↗ · conf 0.9
< 12suboptimal
12 – 17optimal
17 – 21strained
≥ 21lethal
Gunnarsson S, Imsland AK, Árnason J, et al. (2011). Effect of rearing temperatures on the growth and maturation of Arctic charr (Salvelinus alpinus) during juvenile and on-growing periods. Aquaculture Research 42:221–229. Corroborated by Larsson et al. (2005); Elliott & Klemetsen (2002).
Barrow's GoldeneyeBucephala islandica
american_mink_presence
blank — No published threshold/relationship for Barrow's Goldeneye x American mink at Myvatn meets the 0.85 bar; returned BLANK per rules. Cavity nesting reduces nest predation; adult/duckling predation is plausible but unquantified.
No qualifying species-specific source. Context: Stefansson et al. 2016 (invasion history of American mink in Iceland); Einarsson et al. 2006, Hydrobiologia 567:183-194 (mink effect documented for Harlequin, not goldeneye).
benthic_dipteran_prey_abundancesource ↗ · conf 0.88
low benthic dipteran (chironomid/blackfly larva) abundancescarce
high benthic dipteran (chironomid/blackfly larva) abundanceabundant
Gardarsson, A. & Einarsson, A. (1994). Responses of breeding duck populations to changes in food supply. Hydrobiologia 279/280: 15-27. DOI 10.1007/BF00027837. (See also Gardarsson & Einarsson 2004, Aquatic Ecology 38:285-295, 'Resource limitation of diving ducks at Myvatn: food limits production'.)
Harlequin DuckHistrionicus histrionicus
american_mink_presencesource ↗ · conf 0.85
mink absentsafe
mink presentstrained
Einarsson, A., Gardarsson, A., Gislason, G.M. & Gudbergsson, G. (2006). Populations of ducks and trout of the River Laxa, Iceland, in relation to variation in food resources. Hydrobiologia 567: 183-194. DOI 10.1007/s10750-006-0050-2.
Slavonian (Horned) GrebePodiceps auritus
american_mink_presencesource ↗ · conf 0.86
mink absentsafe
mink presentstrained
Stien, J., Strann, K.-B., Jepsen, J.U., Frivoll, V. et al. (2016). Breeding persistence of Slavonian Grebe (Podiceps auritus) at long-term monitoring sites: predictors of a steep decline at the northern European range limit. Journal of Ornithology 157. DOI 10.1007/s10336-015-1249-7. (See also Stien & Ims 2015, Wildlife Biology, DOI 10.2981/wlb.00026.)
prey_availability_via_ice_phenology
blank — Indirect driver with no published Myvatn threshold connecting ice phenology -> prey -> grebe (confidence <0.85); returned BLANK. The organism actually senses prey abundance, which is banded in the grebe chironomid_prey_abundance row rather than as a warming/ice signal.
No qualifying source linking ice phenology/warming to grebe prey availability at Myvatn.
chironomid_prey_abundancesource ↗ · conf 0.85
low chironomid (midge larva/adult) abundancescarce
high chironomid (midge larva/adult) abundanceabundant
Brooks, S.J., Jones, V.J., Telford, R.J., Appleby, P.G. et al. (2012). Population trends in the Slavonian grebe Podiceps auritus (L.) and Chironomidae (Diptera) at a Scottish loch. Journal of Paleolimnology. DOI 10.1007/s10933-012-9587-4.
Three-spined SticklebackGasterosteus aculeatus
midge_larva_abundancesource ↗ · conf 0.88
low chironomid midge larva abundancescarce
high chironomid midge larva abundanceabundant
Strickland, K., Matthews, B., Jonsson, Z.O., Kristjansson, B.K. et al. (2024). Microevolutionary change in wild stickleback: Using integrative time-series data to infer responses to selection. PNAS 121. DOI 10.1073/pnas.2410324121.
Lake Midge (Tanytarsus gracilentus + Chironomus islandicus)Tanytarsus gracilentus
water_temperature
blank — BLANK: no published meaning-band threshold. Direct sense (larval ectotherm responds to water T), but the sole place-specific study reports only a weak, non-significant continuous body-size effect (doi:10.1111/gcb.17014) — insufficient to define bands at confidence >=0.85.
barrows_goldeneye_presence
blank — BLANK: indirect/bottom-up coupling. Benthic midge larvae have no documented behavioural meaning-band response to avian predator presence; the published direction is prey->predator, so no predator-presence band can be defined at >=0.85.
lake_water_level
blank — BLANK: no published water-level meaning-band for the midge at Myvatn. No resolvable primary source giving a level threshold at confidence >=0.85.
slavonian_grebe_presence
blank — BLANK: indirect/bottom-up coupling; no documented predator-presence meaning-band sensed by the benthic midge larva at >=0.85.
Diatom (Aulacoseira islandica)Aulacoseira islandica
groundwater_spring_inflow
blank — BLANK: no published quantitative meaning-band linking groundwater spring inflow (presence/timing) to A. islandica at Myvatn; relationship is plausible but not thresholded in the literature at >=0.85.

Scirwudu

English OakQuercus robur
soil_moisture_deficit SPEI / % soil water content · conf 0.0
(BLANK — no published threshold)
(no species-level numeric threshold published)
lesser_stag_beetle_abundance
blank — Reversed coupling: the beetle depends on the oak's deadwood habitat, but a living oak has no physiological/behavioural response to lesser-stag-beetle presence or abundance. There is therefore no published threshold for the oak-as-body sensing this signal. Blank by the direct-sense principle.
noctule_bat_activity
blank — Reversed coupling: the noctule depends on the oak (roost cavities), not vice versa. No published threshold exists for an oak sensing noctule activity. Blank by the direct-sense principle.
opm_larval_infestationsource ↗ · conf 0.88
OPM absent (no larval infestation / defoliation)safe
OPM present (oak infested by larvae)strained
Arnold ALM, McGrath C, Reinhardt A (2023) Effects of Oak Processionary Moth (Thaumetopoea processionea L.) Outbreaks on the Leaf Performance and Health of Urban and Forest Oak Trees (Quercus robur L.) in Brandenburg, Germany. Forests 14(1):124. https://doi.org/10.3390/f14010124
stag_beetle_abundance
blank — Reversed coupling: the stag beetle depends on oak deadwood habitat, but a living oak has no physiological/behavioural response to stag-beetle abundance. No published threshold for the oak sensing this signal. Blank by the direct-sense principle.
European NightjarCaprimulgus europaeus
nitrogen_deposition
blank — Indirect driver: a nightjar does not sense the N flux itself. Per the direct-sense principle it senses heathland sward structure (bare ground / open mosaic for ground-nesting) and aerial moth prey. No published nightjar-specific quantitative threshold links either proxy to N deposition, so the row is blank. The well-established dry-heath N critical load (10-20 kg N/ha/yr; Bobbink et al. 2010) was found but describes the vegetation's threshold, not the bird's sense.
Lesser Spotted WoodpeckerDryobates minor
ash_dieback_prevalence
blank — Indirect coupling and no published threshold. The LSW senses deadwood/saproxylic prey rather than Hymenoscyphus fraxineus infection prevalence, and no quantitative D. minor response to ash-dieback prevalence has been published (the relationship is stated as an open question by monitoring groups). The available standing-deadwood/woodpecker evidence (Kosiński et al. 2018, Biodivers. Conserv. 27:123-145, doi:10.1007/s10531-017-1425-6) concerns great spotted and middle spotted woodpeckers, not D. minor. Confidence <0.85 -> blank.
Noctule BatNyctalus noctula
oak_roost_availability
blank — Downgraded to blank. The noctule's verifiable roost sense is cavity availability (woodpecker holes) rather than the tree species per se, so 'English oak presence/abundance' is a mismatched proxy. No species-specific published oak-preference threshold for N. noctula could be confirmed from primary text: the Ruczynski & Bogdanowicz (2008) full text was not retrievable (all OA/publisher fetches failed), and the one accessible primary source (Boonman 2000) attributes oak preference to Daubenton's bats, not noctules. Confidence <0.85 -> blank.
Purple EmperorApatura iris
goat_willow_availabilitysource ↗ · conf 0.9
goat willow (Salix caprea) absentabsent
goat willow (Salix caprea) presentpresent
Dell D, Sparks TH, Dennis RLH (2005) Climate change and the effect of increasing spring temperatures on emergence dates of the butterfly Apatura iris (Lepidoptera: Nymphalidae). European Journal of Entomology 102(2):161-167. https://doi.org/10.14411/eje.2005.026
Stag BeetleLucanus cervus
english_oak_presence
blank — RULE 1 driver correction: the sensed resource is decaying / dead broadleaf wood (stumps, buried timber, wood mould), not oak-species identity. At Sherwood the ancient oaks are the dominant dead-wood source, but oak presence is neither necessary nor a published threshold for the beetle. Model via a dead-wood / decaying-stump availability signal. Blank is correct.

Aegir

Atlantic PuffinFratercula arctica
forage_fish_abundancesource ↗ · conf 0.86
scarce (prey collapse / 0-group failure)scarce
abundantabundant
Fayet AL, et al. (2021). Local prey shortages drive foraging costs and breeding success in a declining seabird, the Atlantic puffin. Journal of Animal Ecology 90:1152–1164. Also Durant JM et al. (2003), Proc. R. Soc. B 270:1461–1466.
Orca/Killer WhaleOrcinus orca
herring_abundancesource ↗ · conf 0.9
herring present in overwintering/foraging concentrationsabundant
herring dispersed or absent from areascarce
Similä T, Holst JC, Christensen I (1996) Occurrence and diet of killer whales in northern Norway: seasonal patterns relative to the distribution and abundance of herring. Canadian Journal of Fisheries and Aquatic Sciences 53:769-779. doi:10.1139/f95-253
herring_distribution_shiftsource ↗ · conf 0.9
high local herring density along shelfabundant
low local herring densityscarce
Vogel EF, Biuw M, Blanchet MA, Jonsen ID, Mul E, Johnsen E, Hjøllo SS, Olsen MT, Dietz R, Rikardsen A (2021) Killer whale movements on the Norwegian shelf are associated with herring density. Marine Ecology Progress Series 665:217-231. doi:10.3354/meps13685
Norwegian Spring-Spawning HerringClupea harengus
killer_whale_presencesource ↗ · conf 0.86
absentabsent
presentpresent
Nøttestad, L., & Axelsen, B.E. (1999). Herring schooling manoeuvres in response to killer whale attacks. Canadian Journal of Zoology, 77(10), 1540–1546. doi:10.1139/z99-124
puffin_abundance
blank — Coupling direction is inverted for this agent: adult herring do not sense or respond to puffin abundance; puffins are a minor predator of larval/0-group herring only. No published relationship where puffin abundance means anything to the herring population. Correctly blank.
Lophelia pertusaDesmophyllum pertusum
water_temperature
blank — No published numeric meaning-threshold for the local population: the one session-verified local study (Dorey 2020) found broad tolerance with NO distinct optimal/strained/lethal breakpoint across 5–15 °C, so no numeric band can be pinned at >=0.85. Any specific cutoff (e.g. 8 °C) would be unsupported by the cited source. Correctly blank.
eunicid_polychaete_presencesource ↗ · conf 0.88
presentoptimal
absentsuboptimal
Mueller, C.E., Lundälv, T., Middelburg, J.J., & van Oevelen, D. (2013). The Symbiosis between Lophelia pertusa and Eunice norvegica Stimulates Coral Calcification and Worm Assimilation. PLoS ONE, 8(3):e58660. doi:10.1371/journal.pone.0058660
aragonite_saturation
blank — No published Ω_ar meaning-threshold for the LOCAL population: acidification WAS tested and the corals were resilient with no sharp calcification/survival breakpoint, so a numeric Ω_ar band cannot be pinned at >=0.85 for this place. The generic Ω_ar=1 saturation horizon is a thermodynamic (not organism-response) boundary; non-local reef Ω_ar values (Lunden et al. 2013, Gulf of Mexico) are excluded under the per-place rule. Correctly blank.
squat_lobster_abundance
blank — Coupling runs coral-habitat -> squat lobster (the coral provides structure), not squat lobster -> coral. The coral does not sense squat lobster abundance; no meaning-band exists. Correctly blank.
Bubblegum CoralParagorgia arborea
basket_star_presence
blank — Commensal perching relationship with no documented physiological effect on, or sensing by, the coral. No meaning-band. Correctly blank.
seawater_ph
blank — No Paragorgia-specific or cold-water-gorgonian pH threshold exists in the literature; tropical-gorgonian results are not transferable to this deep, cold, calcitic-sclerite species. Correctly blank.
Sperm WhalePhyseter macrocephalus
armhook_squid_abundancesource ↗ · conf 0.85
scarcescarce
abundantabundant
Bjørke, H. (2001). Predators of the squid Gonatus fabricii (Lichtenstein) in the Norwegian Sea. Fisheries Research, 52(1–2), 113–120. doi:10.1016/S0165-7836(01)00235-1

Haingeist

Fire SalamanderSalamandra salamandra
Bsal_presencesource ↗ · conf 0.88
absentabsent
present, ambient < 25 °Clethal
ambient ≥ 25 °C (sustained ~5 d)refuge
Martel A, et al. (2013). Batrachochytrium salamandrivorans sp. nov. causes lethal chytridiomycosis in amphibians. PNAS 110:15325–15329. Thermal biology corroborated by Blooi/Martel and Stegen et al. (2017, Nature 544:353–356).
Broad-leaved HelleborineEpipactis helleborine
beech_canopy_dominance
blank — No published canopy-dominance / light threshold exists for this species; its broad shade tolerance means the sparse↔dense axis has no defined meaning-band. Blank is correct.
common_wasp_presencesource ↗ · conf 0.88
common wasp (Vespula vulgaris) absentabsent
common wasp presentpresent
Brodmann J, Twele R, Francke W, Hölzler G, Zhang Q-H, Ayasse M (2008) Orchids mimic green-leaf volatiles to attract prey-hunting wasps for pollination. Current Biology 18:740-744. https://doi.org/10.1016/j.cub.2008.04.040
european_beech_presence
blank — The orchid's link to trees is indirect and non-specific (shared ectomycorrhizal fungal networks), so beech-species presence has no published threshold meaning. Blank is correct.
nitrogen_deposition
blank — E. helleborine is a partial mycoheterotroph whose nitrogen response is mediated indirectly via soil and ectomycorrhizal fungi; no Crossref-verifiable species- or Hainich-specific threshold exists, so the numeric band is left blank. Model via a habitat-level beech-forest critical load only if a site-specific source is later supplied.
Hermit BeetleOsmoderma eremita
european_beech_presence
blank — RULE 1 driver correction: the sensed resource is cavity / wood-mould availability in veteran trees, not presence of Fagus sylvatica. A beech stand without hollows is not habitat, and a hollow non-beech tree is; presence of beech-the-species therefore has no publishable threshold meaning. Model via a hollow-veteran-tree signal instead. Blank is correct.
Great Capricorn BeetleCerambyx cerdo
pedunculate_oak_presencesource ↗ · conf 0.9
oak absentabsent
veteran / senescent sun-exposed oaks present but sparsescarce
veteran / senescent sun-exposed oaks abundantabundant
Buse J, Schröder B, Assmann T (2007) Modelling habitat and spatial distribution of an endangered longhorn beetle - A case study for saproxylic insect conservation. Biological Conservation 137:372-381. https://doi.org/10.1016/j.biocon.2007.02.025

Scaldis

Dark-bellied Brent GooseBranta bernicla bernicla
eelgrass_abundancesource ↗ · conf 0.87
Zostera noltii sward intact / high shoot biomassabundant
Zostera depleted below giving-up levelscarce
Vickery JA, Sutherland WJ, Watkinson AR, Rowcliffe JM, Lane SJ (1995) Habitat switching by dark-bellied brent geese Branta b. bernicla (L.) in relation to food depletion. Oecologia 103:499-508. doi:10.1007/BF00328689
Common ShrimpCrangon crangon
water_temperature
blank — No published species-specific upper-temperature STRESS/lethal threshold is crossed by a Westerschelde August heatwave (summer maxima ~20–23 °C sit at/below the growth optimum). Temperature is a genuine direct sense but the 'heatwave stress' band is not supported by a resolvable threshold for this population -> BLANK, not a guess.
tidal_water_level
blank — Indirect driver with no published meaning-threshold for this body -> BLANK. Storm surge acts on the shrimp only via correlated variables (turbidity, salinity pulses), none of which the worklist assigns here.
diatom_food_abundance
blank — Coupling to the spring diatom bloom is indirect (bloom -> zooplankton/benthic prey -> shrimp) with no published scarce/abundant threshold for Crangon -> BLANK.
phytoplankton_abundance
blank — Same as the diatom row — indirect trophic coupling, no published meaning-threshold -> BLANK. (Duplicate proxy of the diatom-bloom signal.)
Harbour SealPhoca vitulina
pdv_epidemic_presencesource ↗ · conf 0.88
PDV absent / enzootic (no epidemic)safe
PDV epidemic presentlethal
Härkönen T, Dietz R, Reijnders P, Teilmann J, Harding K, Hall A, Brasseur S, Siebert U, Goodman SJ, Jepson PD, Rasmussen TD, Thompson P (2006) The 1988 and 2002 phocine distemper virus epidemics in European harbour seals. Diseases of Aquatic Organisms 68:115–130. doi:10.3354/dao068115
Dwarf EelgrassZostera noltii
brent_goose_grazing_presencesource ↗ · conf 0.85
brent geese absent (spring–summer)safe
brent geese present (autumn migration)strained
Nacken M, Reise K (2000) Effects of herbivorous birds on intertidal seagrass beds in the northern Wadden Sea. Helgoland Marine Research 54:87–94. doi:10.1007/s101520050006 [grazing of Z. noltii by brent geese also documented by Jacobs RPWM, den Hartog C, Braster BF, Carrière FC (1981) Aquatic Botany 10:241–259, doi:10.1016/0304-3770(81)90026-7]
turbidity_light_limitation
blank — Irreducible for this place: searched primary literature (Peralta et al. 2002 is Cádiz; Vermaat & Verhagen is a demographic study), found no Crossref-verifiable Z. noltii light/turbidity threshold expressible as NTU or Secchi depth for the Westerschelde at confidence >=0.85 -> BLANK per no-guess rule.

Maas

Eurasian BeaverCastor fiber
willow_availabilitysource ↗ · conf 0.87
no Salix within central-place foraging range of bankabsent
scattered Salix present near waterpresent
Salix-dominated riparian stand near waterabundant
Nolet BA, Hoekstra A, Ottenheim MM (1994) Selective foraging on woody species by the beaver Castor fiber, and its impact on a riparian willow forest. Biological Conservation 70:117-128. doi:10.1016/0006-3207(94)90279-8
BurbotLota lota
water_temperature °Csource ↗ · conf 0.87
< 2 °C (spawning period)spawning-cue
4–6 °C (prespawning)optimal
12–14 °C (non-reproductive)optimal
> 14 °Csuboptimal
Harrison, P.M., Gutowsky, L.F.G., Martins, E.G., Patterson, D.A., Cooke, S.J. & Power, M. (2016). Temporal plasticity in thermal-habitat selection of burbot Lota lota, a diel-migrating winter-specialist. Journal of Fish Biology, 88(6), 2111–2129. doi:10.1111/jfb.12990
White WillowSalix alba
eurasian_beaver_presencesource ↗ · conf 0.85
beaver absentsafe
beaver presentstrained
Haarberg, O. & Rosell, F. (2006). Selective foraging on woody plant species by the Eurasian beaver (Castor fiber) in Telemark, Norway. Journal of Zoology, 270(2), 201–208. doi:10.1111/j.1469-7998.2006.00142.x

Ondine

Great Crested GrebePodiceps cristatus
quagga_mussel_abundance
blank — BLANK: the grebe does not physiologically/behaviourally sense mussel abundance (indirect driver). The value it actually senses is small-fish prey availability, but no published quagga-mediated prey threshold exists for the Rhône (Ondine) at confidence >=0.85. Returned blank rather than guessed; would require a local Rhône fish-prey study to band the true proxy.
Water Flea (Daphnia longispina complex)Daphnia longispina (complex)
quagga_filtration_impact
blank — No Léman-specific published quantitative threshold links Daphnia longispina state to quagga (Dreissena rostriformis bugensis) presence/filtration intensity. Quagga is a recent arrival in Lake Geneva (~2015) and a benthification signal is discussed in monitoring/grey-literature and press sources, but no primary paper with a citable Daphnia-vs-filtration relationship was located. Cross-system (Great Lakes) mesocosm results are not place-transferable under the local-driver rule. Irreducible blank.
Quagga MusselDreissena rostriformis bugensis
phytoplankton_food_availability
blank — No Léman-specific published threshold for the quagga's phytoplankton/seston food sense. The general Dreissena incipient-limiting-level / food-depletion relationship is lab- and Great-Lakes-derived, seasonally variable, and not resolved for oligotrophic Lake Geneva; mapping it to a scarce/abundant band for this place would violate the local-driver rule at >=0.85 confidence. Blank.
White-headed DuckOxyura leucocephala
submerged_food_availability
blank — No published numeric or categorical threshold at >=0.85 links White-headed Duck presence/fitness to pondweed abundance for this place. Worklist proxy 'pondweed' is also questionable, since diet literature for the species emphasises benthic invertebrates rather than pondweed; but no local, DOI-verifiable threshold was confirmed. The species' documented core range is south-eastern Spain, not the Camargue/Léman transect, so any relationship would be a weak place-transfer. Blank.
Greater Flamingo (Camargue)Phoenicopterus roseus
artemia_prey_availabilitysource ↗ · conf 0.87
Artemia at low density / below productive salt-pan normscarce
Artemia at high density (productive commercial salt pans, high invertebrate biomass)abundant
Deville A-S, Grémillet D, Gauthier-Clerc M, Guillemain M, Von Houwald F, Gardelli B, Béchet A (2013) Non-linear feeding functional responses in the Greater Flamingo (Phoenicopterus roseus) predict immediate negative impact of wetland degradation on this flagship species. Ecology and Evolution 3(5):1413-1425. doi:10.1002/ece3.554

Haingeist (Hainich NP)

European BeechFagus sylvatica
bark_beetle_pressuresource ↗ · conf 0.85
scarce (background colonisation of healthy stems)safe
abundant (mass colonisation of ethanol-emitting stressed/dying stems)lethal
Ranger CM, Reding ME, Schultz PB, et al. (2015) Non-native ambrosia beetles as opportunistic exploiters of living but weakened trees. PLOS ONE 10(7):e0131496.
helleborine_presence
blank — BLANK by the direct-sense rule: the living beech has no physiological or behavioural response to helleborine presence (the coupling runs the other way, and is indirect via shared mycorrhizae). No published threshold by which beech responds to Epipactis. Not a meaning-band for the tree-agent.
mean_annual_temperature °C (mean annual temperature)source ↗ · conf 0.86
< 11 °C (with adequate summer precipitation)optimal
11–12 °C (July mean >18 °C, annual precip ~500–530 mm)strained
> 12 °C with precipitation < ~500 mmstrained
Mette T, Dolos K, Meinardus C, et al. (2013) Climatic turning point for beech and oak under climate change in Central Europe. Ecosphere 4(12):145.
hermit_beetle_presence
blank — BLANK by the direct-sense rule: the living beech has no physiological/behavioural response to O. eremita, which depends on pre-existing cavities/dead wood. No published threshold links beech state to hermit-beetle presence. Not a meaning-band for the tree-agent.
stag_beetle_presence
blank — BLANK by the direct-sense rule: L. cervus is a deadwood/root saproxylophage (chiefly oak-associated) with no sensed coupling to living beech, and no published beech-response threshold exists. Not a meaning-band for the tree-agent.
soil_relative_extractable_water REW (relative extractable soil water, fraction 0–1)source ↗ · conf 0.9
REW > 0.4optimal
0.2 ≤ REW ≤ 0.4strained
REW < 0.2lethal
Granier A, Reichstein M, Bréda N, et al. (2007) Evidence for soil water control on carbon and water dynamics in European forests during the extremely dry year 2003. Agricultural and Forest Meteorology 143:123–145.
Fire SalamanderSalamandra salamandra
bsal_presencesource ↗ · conf 0.9
Bsal absentsafe
Bsal present + ambient ≤ ~20 °Clethal
Bsal present + ambient ≥ 25 °C (sustained ≥10 d)refuge
Blooi M, Pasmans F, Rouffaer L, et al. (2015) Treatment of urodelans based on temperature-dependent infection dynamics of Batrachochytrium salamandrivorans. Scientific Reports 5:8037.
larval_habitat_hydroperiod
blank — BLANK: although the coupling (larvae need water to persist through metamorphosis) is direct and real, no published study gives a quantitative hydroperiod-days -> larval-survival threshold for S. salamandra that maps to bands, and the larval period itself is too plastic to fix a single cutoff. Below-confidence per rubric -> returned blank rather than guessed.
Red DeerCervus elaphus
beech_regeneration_abundancesource ↗ · conf 0.85
scarce beech regenerationscarce
abundant beech regenerationabundant
Borowski J, Banul R, Jurkiewicz-Azab J, et al. (2021) Density-related effect of red deer browsing on palatable and unpalatable tree species and forest regeneration dynamics. Forest Ecology and Management 496:119442.
Black WoodpeckerDryocopus martius
fomes_heartrot_presencesource ↗ · conf 0.9
Fomes fomentarius / heart rot absentabsent
Fomes fomentarius / heart rot present in candidate cavity treepresent
Zahner V, Sikora L, Pasinelli G (2012) Heart rot as a key factor for cavity tree selection in the black woodpecker. Forest Ecology and Management 271:98–103.

haingeist

Fomes fomentariusFomes fomentarius
black_woodpecker_activity
blank — Reversed coupling: the black woodpecker responds to Fomes/heart-rot presence when selecting cavity trees, but the wood-decay fungus F. fomentarius has no published sensory/physiological response threshold to woodpecker presence or foraging. No band for the fungus-as-body. Blank by the direct-sense principle.

Alva

Vänern TroutSalmo trutta
autumn_spawning_run
blank — Behavioural trigger with no place-specific published threshold. Ovidio et al. (1998, doi:10.1023/A:1017068115183, Crossref-verified) show the autumn-migration trigger is stochastic ('environmental unpredictability rules'), and no Vänern/Gullspångsälven-specific numeric or state cue is published -> below confidence -> blank.
freshwater_pearl_mussel_presence
blank — Directionality reversed: the dependency runs mussel->trout, not trout->mussel. Trout fitness is not measurably banded by pearl-mussel presence, so there is no environmental meaning-band for the trout agent -> blank.
summer_water_temperature °Csource ↗ · conf 0.88
9–13.1 °Coptimal
3.8–9 °C or 13.1–20.4 °Csuboptimal
> 20.4 °Cstrained
Elliott, J.M. & Hurley, M.A. (2001). Modelling growth of brown trout, Salmo trutta, in terms of weight and energy units. Freshwater Biology. doi:10.1046/j.1365-2427.2001.00705.x
Arctic CharSalvelinus alpinus
hypolimnion_water_temperature °Csource ↗ · conf 0.88
≤ 17 °Crefuge
17–21.5 °Cstrained
≥ 21.5 °Clethal
Thyrel, M., Berglund, I., Larsson, S. & Näslund, I. (1999). Upper thermal limits for feeding and growth of 0+ Arctic charr. Journal of Fish Biology. doi:10.1111/j.1095-8649.1999.tb00669.x. Supported by Baroudy, E. & Elliott, J.M. (1994) The critical thermal limits for juvenile Arctic charr Salvelinus alpinus, Journal of Fish Biology, doi:10.1111/j.1095-8649.1994.tb01071.x; and Elliott & Elliott (2010), doi:10.1111/j.1095-8649.2010.02762.x.
hypolimnetic_dissolved_oxygen mg O2/Lsource ↗ · conf 0.87
≥ 5 mg/Loptimal
3.1–5 mg/Lsuboptimal
≤ 3.1 mg/Lbarrier
Jones, I.D., Winfield, I.J. & Carse, F. (2008). Assessment of long-term changes in habitat availability for Arctic charr (Salvelinus alpinus) in a temperate lake using oxygen profiles and hydroacoustic surveys. Freshwater Biology. doi:10.1111/j.1365-2427.2007.01902.x
cyanobacteria_bloom_presence
blank — Char does not directly sense surface cyanobacteria; the eutrophication coupling it actually perceives is hypolimnetic oxygen decline (captured in the dissolved-oxygen row). No defensible band -> blank.
summer_water_temperature °Csource ↗ · conf 0.88
≤ 17 °Coptimal
17–21.5 °Cstrained
≥ 21.5 °Clethal
Thyrel, M., Berglund, I., Larsson, S. & Näslund, I. (1999). Upper thermal limits for feeding and growth of 0+ Arctic charr. Journal of Fish Biology. doi:10.1111/j.1095-8649.1999.tb00669.x. Supported by Baroudy, E. & Elliott, J.M. (1994) The critical thermal limits for juvenile Arctic charr Salvelinus alpinus, Journal of Fish Biology, doi:10.1111/j.1095-8649.1994.tb01071.x; and Elliott & Elliott (2010), doi:10.1111/j.1095-8649.2010.02762.x.
winter_ice_coversource ↗ · conf 0.86
ice-covered (extended winter ice)refuge
ice-free / reduced ice durationstrained
Helland, I.P., Finstad, A.G., Forseth, T., Hesthagen, T. & Ugedal, O. (2011). Ice-cover effects on competitive interactions between two fish species. Journal of Animal Ecology. doi:10.1111/j.1365-2656.2010.01793.x. Supported by Ulvan, E.M., Finstad, A.G., Ugedal, O. & Berg, O.K. (2012) Oecologia, doi:10.1007/s00442-011-2074-1.
European SmeltOsmerus eperlanus
cyanobacteria_bloom_presence
blank — Smelt's documented environmental sensitivities are thermal and oxygen-related, not a direct cyanobacteria-bloom response. No defensible band -> blank.
VendaceCoregonus albula
summer_water_temperature °Csource ↗ · conf 0.88
15–20 °Coptimal
< 15 °Csuboptimal
> 22 °Clethal
Luczynski, M. (1991). Temperature requirements for growth and survival of larval vendace, Coregonus albula (L.). Journal of Fish Biology. doi:10.1111/j.1095-8649.1991.tb03088.x. Local context: Nyberg, P., Bergstrand, E., Degerman, E. & Enderlein, O. (2001) Recruitment of Pelagic Fish in an Unstable Climate: Studies in Sweden's Four Largest Lakes, Ambio, doi:10.1579/0044-7447-30.8.559.
Noble CrayfishAstacus astacus
aphanomyces_astaci_presencesource ↗ · conf 0.9
absentsafe
presentlethal
Makkonen J, et al. (2014). Dose-dependent mortality of the noble crayfish (Astacus astacus) to different strains of the crayfish plague (Aphanomyces astaci). Journal of Invertebrate Pathology. doi:10.1016/j.jip.2013.10.009
dissolved_oxygen
blank — Local-driver correction: in oligotrophic-to-mesotrophic Lake Vänern, hypoxia from eutrophication is not the documented limiting driver for noble crayfish — crayfish plague is. No verifiable species-specific DO band -> blank.
Freshwater Pearl MusselMargaritifera margaritifera
water_ph pH unitssource ↗ · conf 0.86
<6.2strained
>=6.2safe
Moorkens E, et al. (2026). Synopsis of the European freshwater mussels: Margaritifera margaritifera (Linnaeus, 1758), the freshwater pearl mussel. Hydrobiologia. doi:10.1007/s10750-025-06096-6
total_phosphorus
blank — The documented recruitment-limiting nutrient signal for FPM is interstitial (streambed) redox/oxygen and nitrate, not a water-column TP threshold (Geist & Auerswald 2007, doi:10.1111/j.1365-2427.2007.01812.x). Commonly cited ~30 ug/L TP oligotrophy guidance comes from agency reports without a primary numeric threshold -> blank.
salmon_host_presence
blank — No source confirms Atlantic/landlocked salmon (Salmo salar) as THE local glochidial host for the Vanern-tributary FPM population; because host use is population-specific, salmon presence cannot be assumed to carry host meaning here -> blank. Brown trout is banded in the separate trout row.
brown_trout_host_presencesource ↗ · conf 0.86
absentbarrier
presentabundant
Zoogeography, ecology, and conservation status of the large freshwater mussels in Sweden (2021). Hydrobiologia. doi:10.1007/s10750-020-04351-6
Thick-shelled River MusselUnio crassus
bleak_host_presencesource ↗
blank — A strong published finding exists but it establishes bleak as a NON-host: its presence confers no glochidial-recruitment meaning to U. crassus, so there is no positive meaning-band -> blank.
Taeubert J-E, et al. (2012). Host-specificity of the endangered thick-shelled river mussel (Unio crassus, Philipsson 1788) and implications for conservation. Aquatic Conservation: Marine and Freshwater Ecosystems. doi:10.1002/aqc.1245
bullhead_host_presencesource ↗ · conf 0.86
absentbarrier
presentabundant
Lamand F, et al. (2016). Glochidial infestation by the endangered mollusc Unio crassus in rivers of north-eastern France: Phoxinus phoxinus and Cottus gobio as primary fish hosts. Aquatic Conservation: Marine and Freshwater Ecosystems. doi:10.1002/aqc.2603
eurasian_minnow_host_presencesource ↗ · conf 0.9
absentbarrier
presentabundant
Taeubert J-E, et al. (2012). Host-specificity of the endangered thick-shelled river mussel (Unio crassus, Philipsson 1788) and implications for conservation. Aquatic Conservation: Marine and Freshwater Ecosystems. doi:10.1002/aqc.1245
european_perch_host_presence
blank — Perch host status for U. crassus is untested/unverified in the available primary literature -> blank (no threshold, do not guess).

Ondine (Lake Geneva / Lac Léman & Rhône, FR/CH)

Arctic Charr (Omble chevalier)Salvelinus alpinus
water_temperature Csource ↗ · conf 0.9
<=14 Csafe
14-17 Coptimal
17-21 Csuboptimal
21-22 Cstrained
>=22 Clethal
Elliott, J.M. & Elliott, J.A. (2010). Temperature requirements of Atlantic salmon Salmo salar, brown trout Salmo trutta and Arctic charr Salvelinus alpinus: predicting the effects of climate change. Journal of Fish Biology 77(8): 1793-1817. https://doi.org/10.1111/j.1095-8649.2010.02762.x
hypolimnetic_water_temperature Csource ↗ · conf 0.9
<=14 Crefuge
14-17 Coptimal
17-21 Csuboptimal
21-22 Cstrained
>=22 Clethal
Elliott, J.M. & Elliott, J.A. (2010). Temperature requirements of Atlantic salmon Salmo salar, brown trout Salmo trutta and Arctic charr Salvelinus alpinus: predicting the effects of climate change. Journal of Fish Biology 77(8): 1793-1817. https://doi.org/10.1111/j.1095-8649.2010.02762.x
dissolved_oxygen mg/Lsource ↗ · conf 0.88
<=2.4 mg/Llethal
>2.4 mg/Lsafe
Baroudy, E. & Elliott, J.M. (1994). Tolerance of parr of Arctic charr, Salvelinus alpinus, to reduced dissolved oxygen concentrations. Journal of Fish Biology 44(4): 736-738. https://doi.org/10.1006/jfbi.1994.1071
hypolimnetic_dissolved_oxygen mg O2/Lsource ↗ · conf 0.88
<=2.4 mg/Llethal
>2.4 mg/Lsafe
Baroudy, E. & Elliott, J.M. (1994). Tolerance of parr of Arctic charr, Salvelinus alpinus, to reduced dissolved oxygen concentrations. Journal of Fish Biology 44(4): 736-738. https://doi.org/10.1006/jfbi.1994.1071
thermal_stratification_index
blank — Stratification strength is a lake-physics driver, not a value the fish body senses; the charr responds to the resulting hypolimnetic temperature and DO, which are banded in the hypolimnetic-temperature and dissolved-oxygen rows. No charr-specific threshold on any stratification index exists -> blank.
cold_oxygenated_hypolimnion C & mg O2/L (oxythermal)source ↗ · conf 0.85
deep layer with DO >= 3 mg/L AND cold (below charr growth-cessation ~21 C)refuge
deep layer where DO < 3 mg/L (oxythermal squeeze), regardless of temperaturelethal
Jacobson, P.C., Stefan, H.G. & Pereira, D.L. (2010). Coldwater fish oxythermal habitat in Minnesota lakes: influence of total phosphorus, July air temperature, and relative depth. Canadian Journal of Fisheries and Aquatic Sciences 67(12): 2002-2013. https://doi.org/10.1139/f10-115
European PerchPerca fluviatilis
prey_abundance
blank — Assigned proxy is sensed prey abundance, but Leman perch recruitment is documented as trophic-status- and temperature-driven (Dubois et al. 2008, 10.1051/alr:2008051) - a driver the perch does not directly sense. Banding phosphorus/eutrophication would band the driver, not the sense; no quantified prey-abundance meaning exists -> blank.
micropollutant_burden
blank — Micropollutant/PCB burden is not a value the perch perceives or behaviourally responds to; no perch behavioural/physiological response threshold is published for this contaminant loading -> blank (not a direct sense).
quagga_mussel_presence
blank — Quagga presence is an indirect benthic/food-web driver, not a value directly sensed by perch; the Leman invasion is recent (~2015+) and effects on perch are not yet quantified -> blank.
Lake Trout (truite lacustre)Salmo trutta lacustris
water_temperature Csource ↗ · conf 0.9
<3.6 Cstrained
3.6-11 Csuboptimal
11-16 Coptimal
16-19.5 Csuboptimal
19.5-25 Cstrained
>=25 Clethal
Elliott, J.M. & Elliott, J.A. (2010). Temperature requirements of Atlantic salmon Salmo salar, brown trout Salmo trutta and Arctic charr Salvelinus alpinus: predicting the effects of climate change. Journal of Fish Biology 77(8): 1793-1817. https://doi.org/10.1111/j.1095-8649.2010.02762.x
Northern PikeEsox lucius
littoral_macrophyte_habitatsource ↗ · conf 0.9
littoral submergent macrophyte / emergent reed vegetation presentoptimal
vegetated littoral habitat absentsuboptimal
Casselman, J.M. & Lewis, C.A. (1996). Habitat requirements of northern pike (Esox lucius). Canadian Journal of Fisheries and Aquatic Sciences 53(S1): 161-174. https://doi.org/10.1139/f96-019

Norppa

Saimaa Brown TroutSalmo trutta lacustris
pearl_mussel_presence
blank — Directionality reversed relative to a sensible sense: FPM depends on the trout (host), the trout does not physiologically sense or depend on FPM. No published threshold at which mussel presence/absence changes brown-trout fitness -> BLANK.
Saimaa Arctic CharSalvelinus alpinus
dissolved_organic_carbon
blank — Char plausibly senses browning via light/thermal-oxygen habitat, but no Arctic-char-specific published DOC numeric threshold exists; the unimodal yield curve is a brown-trout/community proxy. Confidence <0.85 -> BLANK.
Freshwater Pearl MusselMargaritifera margaritifera
nitrate_nitrogen
blank — The 0.125 and 0.5 mg N/L figures are region-contingent habitat examples, not a graded physiological dose-response scale, so they cannot be banded as universal optimal/suboptimal/barrier thresholds (same disclaimer that blanks the sibling total_phosphorus row). No Saimaa-specific value published. Confidence <0.85 -> BLANK.
total_phosphorus
blank — No published species-specific numeric TP threshold exists (CEN 2017 / synopsis 10.1007/s10750-025-06096-6 explicitly decline one); a WFD status boundary is a regulatory, not physiological, value. Confidence <0.85 -> BLANK.
host_trout_presencesource ↗ · conf 0.9
absentbarrier
presentsafe
Taskinen, J. & Salonen, J.K. (2022). The endangered freshwater pearl mussel Margaritifera margaritifera shows adaptation to a local salmonid host in Finland. Freshwater Biology. doi:10.1111/fwb.13882.
European Noble CrayfishAstacus astacus
crayfish_plague_presencesource ↗ · conf 0.92
absentsafe
presentlethal
Makkonen, J., Kokko, H., Vainikka, A., Kortet, R. & Jussila, J. (2014). Dose-dependent mortality of the noble crayfish (Astacus astacus) to different strains of the crayfish plague (Aphanomyces astaci). Journal of Invertebrate Pathology 115. doi:10.1016/j.jip.2013.10.009.
total_phosphorus
blank — No published A. astacus-specific TP threshold, and no A. astacus-specific dissolved-oxygen lethal threshold either (Demers 2006 hypoxia data cover other native species). Driver is indirect and unquantified for this body -> BLANK.
signal_crayfish_presencesource ↗ · conf 0.88
absentsafe
presentlethal
Westman, K., Savolainen, R. & Julkunen, M. (2002). Replacement of the native crayfish Astacus astacus by the introduced species Pacifastacus leniusculus in a small, enclosed Finnish lake: a 30-year study. Ecography 25(1). doi:10.1034/j.1600-0587.2002.250107.x.

Scaldis (Zeeschelde/Scheldt estuary)

Allis ShadAlosa alosa
dissolved_oxygen mg/Lsource ↗ · conf 0.87
<2lethal
2-3barrier
3-5strained
>=5safe
Baumann, ... Vega, Philip & Polese (2020). Tolerance of young allis shad Alosa alosa (Clupeidae) to oxy-thermic stress. Journal of Fish Biology, 98, 112-131. doi:10.1111/jfb.14562
salinity PSUsource ↗ · conf 0.85
0 to 25safe
25 to 30strained
Leguen I, Véron V, Sevellec C, Azam D, SabatiéR, Prunet P, Baglière J-L (2007) Development of hypoosmoregulatory ability in allis shad Alosa alosa. Journal of Fish Biology 71(3):906-916. https://doi.org/10.1111/j.1095-8649.2007.01306.x
Atlantic Herring (juvenile)Clupea harengus
dissolved_oxygen mg/Lsource ↗ · conf 0.86
<1.4barrier
1.4-3.1strained
>=3.1safe
Domenici, P., Steffensen, J.F. & Batty, R.S. (2000). The effect of progressive hypoxia on swimming activity and schooling in Atlantic herring. Journal of Fish Biology, 57, 1526-1538. doi:10.1111/j.1095-8649.2000.tb02229.x
European Eel (glass/yellow)Anguilla anguilla
dissolved_oxygen mg/Lsource ↗ · conf 0.86
<1.3strained
1.3-2.4suboptimal
>=2.4safe
Cruz-Neto, A.P. & Steffensen, J.F. (1997). The effects of acute hypoxia and hypercapnia on oxygen consumption of the freshwater European eel. Journal of Fish Biology, 50, 759-769. doi:10.1111/j.1095-8649.1997.tb01970.x
European SmeltOsmerus eperlanus
dissolved_oxygen mg/Lsource ↗ · conf 0.86
<2lethal
2-5barrier
>=5safe
Maes, J., Stevens, M. & Breine, J. (2007). Modelling the migration opportunities of diadromous fish species along a gradient of dissolved oxygen concentration in a European tidal watershed. Estuarine, Coastal and Shelf Science, 75, 151-162. doi:10.1016/j.ecss.2007.03.036
salinity PSUsource ↗ · conf 0.85
0 to 18present
Hauten E, Biederbick J, Funk S, Koll R, Theilen J, Fabrizius A, Thiel R, Jensen K, Grønkjaer P, Möllmann C (2026) Local Salinity Conditions Affect the Feeding Ecology of Anadromous Key Fish Species in a Large European Estuary. Estuaries and Coasts 49:01696-4. https://doi.org/10.1007/s12237-026-01696-4
Twaite ShadAlosa fallax
dissolved_oxygen mg/Lsource ↗ · conf 0.86
<2lethal
2-3barrier
3-5strained
>=5safe
Maes, J., Stevens, M. & Breine, J. (2008). Poor water quality constrains the distribution and movements of twaite shad Alosa fallax fallax (Lacepede, 1803) in the watershed of river Scheldt. Hydrobiologia, 602, 129-143. doi:10.1007/s10750-008-9279-2
salinity PSUsource ↗ · conf 0.9
0 to 2.5safe
2.5 to 5optimal
5 to 15suboptimal
>=20lethal
Navarro T, Carrapato C, Ribeiro F (2014) Effects of temperature, salinity and feeding frequency on growth and mortality of twaite shad (Alosa fallax) larvae. Knowledge and Management of Aquatic Ecosystems 412:07. https://doi.org/10.1051/kmae/2013089
Big-scale Sand SmeltAtherina boyeri
dissolved_oxygen mg/Lsource ↗ · conf 0.86
2.0 - 2.5 mg/Lstrained
>= 6.5 mg/Lsafe
Almeida, D., Lima, D., Faria, A.M. & Lopes, A.F. (2024). Sand smelt larvae's resilience to hypoxia and implications for thermal tolerance. Science of the Total Environment.
Common/Sand GobyPomatoschistus microps / Pomatoschistus minutus
dissolved_oxygen mg/Lsource ↗ · conf 0.88
< 1.4 mg/Llethal
1.4 - 2.7 mg/Lbarrier
2.7 - 5.4 mg/Lstrained
>= 5.4 mg/Lsafe
Petersen, J.K. & Petersen, G.I. (1990). Tolerance, behaviour and oxygen consumption in the sand goby, Pomatoschistus minutus (Pallas), exposed to hypoxia. Journal of Fish Biology.
European FlounderPlatichthys flesus
dissolved_oxygen mg/Lsource ↗ · conf 0.9
< 2.7 mg/Lbarrier
>= 2.7 mg/Lsafe
Maes, J., Stevens, M. & Breine, J. (2007). Modelling the migration opportunities of diadromous fish species along a gradient of dissolved oxygen concentration in a European tidal watershed. Estuarine, Coastal and Shelf Science.
salinity PSU · conf 0.4
blank — BLANKED on fact-check: cited DOI 10.3389/fmars.2018.00225 is a taxonomy paper (describes P. solemdali); it states only gamete/spawning salinity, not P. flesus whole-organism 0-35 tolerance. Flounder is broadly euryhaline in the literature but needs a proper osmoregulation source.
Momigliano P, Denys GPJ, Jokinen H, Merilä J (2018). Platichthys solemdali sp. nov. (Actinopterygii, Pleuronectiformes): A New Flounder Species From the Baltic Sea. Frontiers in Marine Science 5:225.
European SeabassDicentrarchus labrax
dissolved_oxygen mg/Lsource ↗ · conf 0.9
3.2 - 4.5 mg/Lstrained
>= 7.4 mg/Loptimal
Pichavant, K. et al. (2001). Comparative effects of long-term hypoxia on growth, feeding and oxygen consumption in juvenile turbot and European sea bass. Journal of Fish Biology.
salinity PSUsource ↗ · conf 0.86
0 to 11suboptimal
>=11safe
Giffard-Mena I, Boulo V, Abed C, Cramb G (2011). Expression and Localization of Aquaporin 1a in the Sea-Bass (Dicentrarchus labrax) during Ontogeny. Frontiers in Physiology 2:34.
Common/Crucian CarpCyprinus carpio / Carassius carassius
dissolved_oxygen mg/Lsource ↗ · conf 0.9
>=1.4 mg/Lsafe
0-1.4 mg/Lstrained
~0 mg/L (anoxia)refuge
Moyson et al. (2015), Comparative Biochemistry and Physiology Part A — The combined effect of hypoxia and nutritional status on metabolic and ionoregulatory responses of common carp (Cyprinus carpio). This is the sole Crossref-verified DOI for the row; it reports the common-carp critical oxygen concentration originally from De Boeck et al. 1995 (that 1995 paper's own DOI was NOT independently resolved in this session). Crucian-carp anoxia tolerance from Vornanen et al. (2009), Fish Physiology, 10.1016/s1546-5098(08)00009-5, and Holopainen & Hyvarinen (1985), SIL Proceedings, 10.1080/03680770.1983.11897726 (both DOIs Crossref-verified).
European PerchPerca fluviatilis
dissolved_oxygen mg/Lsource ↗ · conf 0.87
>=2 mg/Lsafe
1.4-2 mg/Lstrained
<1.4 mg/Llethal
Thuy et al. (2010), Journal of Fish Biology — Critical oxygen tension increases during digestion in the perch Perca fluviatilis.
salinity PSUsource ↗ · conf 0.9
0 to 10safe
>=12.5lethal
Christensen E.A.F., Grosell M., Steffensen J.F. (2019). Maximum salinity tolerance and osmoregulatory capabilities of European perch Perca fluviatilis populations originating from different salinity habitats. Conservation Physiology 7(1): coz004. DOI:10.1093/conphys/coz004 (full text opened via PMC).
RoachRutilus rutilus
dissolved_oxygen · conf 0.6
blank — Blank by design (confidence <0.85, no verifiable published mg/L figure). Qualitatively roach tolerate low DO similarly to other coarse cyprinids, but that is not quantified here.
No accessible primary source yielded an extractable species-specific DO threshold in mg/L. Species-specific DO-reaction studies exist and are Crossref-verified (Stott & Cross 1973, Water Research, 10.1016/0043-1354(73)90094-8; Alabaster & Robertson 1961, Animal Behaviour, 10.1016/0003-3472(61)90007-0) but full text is closed and no numeric mg/L threshold could be verified.
salinity PSU
blank — BLANK: the on-point source (Haerma et al. 2008, Can J Fish Aquat Sci, DOI 10.1139/f08-167) is paywalled/closed-access; the fetch returned found:false with no full text (only the publisher abstract). Per the hard rule, resolving a DOI / reading an abstract is NOT opening the source, so the band is blanked. Blocked/paywalled domains were not requested per protocol.
RuffeGymnocephalus cernua
dissolved_oxygen mg/Lsource ↗ · conf 0.9
>=2 mg/Lsafe
1.5-2 mg/Lstrained
<1.5 mg/Llethal
Tiedke et al. (2015), PLOS ONE — Evaluating the Hypoxia Response of Ruffe and Flounder Gills by a Combined Proteome and Transcriptome Approach.
salinity PSU
blank — BLANK: the on-point source (Albert, Vetemaa & Saat 2006, Ecol Freshw Fish, DOI 10.1111/j.1600-0633.2006.00138.x) is paywalled/closed-access; the fetch returned found:false with no full text (only the publisher abstract). Per the hard rule, reading an abstract is NOT opening the source, so the band is blanked. The 2015 ruffe egg paper (Helgol Mar Res) was opened but states only the field salinity where ruffe live (3.5-6 ppt), not a tolerance threshold. Blocked/paywalled domains were not requested per protocol.
Three-spined SticklebackGasterosteus aculeatus
dissolved_oxygen mg/Lsource ↗ · conf 0.88
>=5 mg/Lsafe
3-5 mg/Lstrained
<3 mg/Llethal
Wassenaar et al. (2024), Isotopes in Environmental and Health Studies — Non-invasive determination of critical dissolved oxygen thresholds for stress physiology in fish using triple-oxygen stable isotopes and aquatic respirometry.
salinity PSUsource ↗ · conf 0.9
0 to 30safe
Taugbøl A, Arntsen T, Østbye K, Vøllestad LA (2014) Small Changes in Gene Expression of Targeted Osmoregulatory Genes When Exposing Marine and Freshwater Threespine Stickleback (Gasterosteus aculeatus) to Abrupt Salinity Transfers. PLOS ONE 9(9):e106894. https://doi.org/10.1371/journal.pone.0106894
Common ShrimpCrangon crangon
dissolved_oxygen mg/Lsource ↗ · conf 0.92
>4.0safe
2.4-4.0barrier
0.8-2.4strained
<0.8lethal
Hagerman, L. & Szaniawska, A. (1986). Behaviour, tolerance and anaerobic metabolism under hypoxia in the brackish-water shrimp Crangon crangon. Marine Ecology Progress Series 34: 125-132. https://doi.org/10.3354/meps034125
RagwormHediste diversicolor
dissolved_oxygen mg/Lsource ↗ · conf 0.87
>=0.85safe
<0.85strained
Fritzsche, D. & von Oertzen, J.-A. (1995). Metabolic responses to changing environmental conditions in the brackish water polychaetes Marenzelleria viridis and Hediste diversicolor. Marine Biology 121: 693-699. https://doi.org/10.1007/BF00349305
salinity PSUsource ↗ · conf 0.9
5 to 25suboptimal
25 to 35safe
>=35optimal
Villena-Rodríguez A, Monroig Ó, Hontoria F, Malzahn AM, et al. (2024). Effects of temperature and salinity on the LC-PUFA biosynthesis and composition of the nereid polychaete Hediste diversicolor fed side streams. Aquaculture International 33:XX.
Tubificid OligochaetesTubificidae (Tubifex tubifex / Limnodrilus hoffmeisteri)
dissolved_oxygen mg/Lsource ↗ · conf 0.87
>=0.5safe
0.3-0.5suboptimal
<0.3strained
Volpers, M. & Neumann, D. (2005). Tolerance of two tubificid species (Tubifex tubifex and Limnodrilus hoffmeisteri) to hypoxic and sulfidic conditions in novel, long-term experiments. Archiv fur Hydrobiologie 164: 13-38. https://doi.org/10.1127/0003-9136/2005/0164-0013
Common BreamAbramis brama
salinity PSU
blank — BLANK: the on-point primary source (Winkler et al., 'The role of freshwater habitats for the reproduction of common bream Abramis brama in a brackish water system') is not indexed in Crossref and its full text was not openable; the FishBase/CABI-derived '10-12 ppt' figure traces to a book (Kottelat & Freyhof 2007, no DOI) via a US FWS ERSS with no DOI, so it cannot be Crossref-verified or quoted from an opened primary. Honest blank rather than an unverifiable value. (Paywalled/blocked domains were not requested per protocol.)
Common CarpCyprinus carpio
salinity PSUsource ↗ · conf 0.9
0 to 2.25optimal
2.25 to 4strained
4 to 8barrier
>=8lethal
Mubarik M., Asad F., Zahoor M., Abid A., Ali T., Yaqub S., Ahmad S., Qamer S. (2019). Study on survival, growth, haematology and body composition of Cyprinus carpio under different acute and chronic salinity regimes. Saudi Journal of Biological Sciences 26. DOI:10.1016/j.sjbs.2018.12.013 (full text opened via PMC).
European EelAnguilla anguilla
salinity PSUsource ↗ · conf 0.85
0 to 36safe
Politis SN, Mazurais D, Servili A, Zambonino-Infante J-L, et al. (2018) Salinity reduction benefits European eel larvae: Insights at the morphological and molecular level. PLOS ONE 13(6):e0198294. https://doi.org/10.1371/journal.pone.0198294
Atlantic HerringClupea harengus
salinity PSUsource ↗ · conf 0.87
7 to 28safe
Poirier M, Listmann L, Roth O (2017). Selection by higher-order effects of salinity and bacteria on early life-stages of Western Baltic spring-spawning herring. Evolutionary Applications 10(6):603-615.
Brown ShrimpCrangon crangon
salinity PSUsource ↗ · conf 0.9
5 to 21safe
21 to 23optimal
23 to 32safe
Delbare D, Cooreman K, Smagghe G (2014). Rearing European brown shrimp (Crangon crangon, Linnaeus 1758): a review on the current status and perspectives for aquaculture. Reviews in Aquaculture 7(4):236-255.
Common GobyPomatoschistus microps
salinity PSU
blank — BLANK: no openable, quotable source states a numeric PSU salinity threshold specifically for Pomatoschistus microps. Per hard rule (openable+verbatim quote required; do NOT request network access), this band is left blank rather than fabricated or paraphrased from a paywalled source.
Sand GobyPomatoschistus minutus
salinity PSUsource ↗ · conf 0.86
3 to 6present
6 to 24safe
24 to 33present
Lehtonen TK, Wong BBM, Kvarnemo C (2016). Effects of salinity on nest-building behaviour in a marine fish. BMC Ecology 16:7.

Aegir (Lofoten coast / Norwegian Sea)

CapelinMallotus villosus
sea_surface_temperature °Csource ↗ · conf 0.9
1–3 °Coptimal
6–10 °Cspawning-cue
Pampoulie C, Davoren G, Garrido S, MacKenzie BR, Slotte A (2025) Capelin: a key Arctic species on the move. Reviews in Fish Biology and Fisheries. https://doi.org/10.1007/s11160-025-10032-1
KelpLaminaria hyperborea / Saccharina latissima
sea_surface_temperature °Csource ↗ · conf 0.9
0 to 10suboptimal
10 to 15optimal
15 to 21strained
21 to 23lethal
Bolton & Lüning (1982). Optimal growth and maximal survival temperatures of Atlantic Laminaria species (Phaeophyta) in culture. Marine Biology 66:89-94.
Polar CodBoreogadus saida
sea_surface_temperature °Csource ↗ · conf 0.9
-1 to 9optimal
9 to 16strained
>=16lethal
Laurel, Spencer, Iseri & Copeman (2015). Temperature-dependent growth and behavior of juvenile Arctic cod (Boreogadus saida) and co-occurring North Pacific gadids. Polar Biology 39:1127-1135.
Atlantic Cod (Northeast Arctic skrei)Gadus morhua
sea_surface_temperature °Csource ↗ · conf 0.87
4–6spawning-cue
Sandø, A. B., Johansen, G. O., Aglen, A., Stiansen, J. E., & Renner, A. H. H. (2020). Climate Change and New Potential Spawning Sites for Northeast Arctic cod. Frontiers in Marine Science, 7, 28. https://doi.org/10.3389/fmars.2020.00028
SaithePollachius virens
sea_surface_temperature
blank — Saithe is a boreal gadoid plausibly tolerant across the ~12–14°C Norwegian Sea summer surface, but no published, DOI-citable thermal threshold meets the confidence bar — bands intentionally left blank (absence of evidence, not evidence of a narrow niche).
Atlantic Bluefin TunaThunnus thynnus
sea_surface_temperature °Csource ↗ · conf 0.88
13–14 °Cpresent
Ferter K, Pagniello CMLS, Block BA, Bjelland O, Castleton MR, Tracey SR, et al. (2024). Atlantic bluefin tuna tagged off Norway show extensive annual migrations, high site-fidelity and dynamic behaviour in the Atlantic Ocean and Mediterranean Sea. Proceedings of the Royal Society B: Biological Sciences, 291(2032):20241501. https://doi.org/10.1098/rspb.2024.1501
Atlantic MackerelScomber scombrus
sea_surface_temperature °Csource ↗ · conf 0.92
<5 °Cbarrier
5–9 °Csuboptimal
9–13 °Coptimal
13–15 °Cpresent
Olafsdottir, A.H., Utne, K.R., Jacobsen, J.A., et al. (2019). Geographical expansion of Northeast Atlantic mackerel (Scomber scombrus) in the Nordic Seas from 2007 to 2016 was primarily driven by stock size and constrained by low temperatures. Deep-Sea Research Part II 159: 152–168. doi:10.1016/j.dsr2.2018.05.023
Norwegian Spring-Spawning HerringClupea harengus
sea_surface_temperature °Csource ↗ · conf 0.86
2–7 °Coptimal
<2 °Cstrained
Utne KR, Huse G, Ottersen G, Holst JC, Zabavnikov V, Jacobsen JA, Óskarsson GJ (2012). Horizontal distribution and overlap of planktivorous fish stocks in the Norwegian Sea during summers 1995–2006. Marine Biology Research 8(5-6):420–441.

Alva (Lake Vänern / River Klarälven)

BreamAbramis brama
summer_water_temperature °Csource ↗ · conf 0.9
<10suboptimal
10–26optimal
26–35strained
>35.7lethal
Souchon Y. & Tissot L. (2012) Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowl. Managt. Aquatic Ecosyst. 405, 03. doi:10.1051/kmae/2012008
BurbotLota lota
summer_water_temperature °Csource ↗ · conf 0.9
<7safe
7–14strained
14–22barrier
>=22lethal
Zhai C, Li Y, Wang R, Han H, Zhang Y, Ma B, et al. Combined Impacts of Acute Heat Stress on the Histology, Antioxidant Activity, Immunity, and Intestinal Microbiota of Wild Female Burbot (Lota lota) in Winter. Antioxidants 14(8):947 (2025). DOI 10.3390/antiox14080947.
hypolimnetic_dissolved_oxygen mg O2/L
blank — BLANK per HARD RULE: no opened source gives a burbot egg/benthic O2 threshold in mg O2/L. Qualitative 'tolerant of low DO' (closed review abstract) is not a quotable numeric threshold. quote-or-blank → blanked.
BLANK — no opened source states a numeric mg O2/L egg/benthic threshold.
European PerchPerca fluviatilis
summer_water_temperature °Csource ↗ · conf 0.9
<16suboptimal
16–27optimal
27–33strained
>33lethal
Souchon Y. & Tissot L. (2012) Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowl. Managt. Aquatic Ecosyst. 405, 03. doi:10.1051/kmae/2012008
water_ph pH unitssource ↗ · conf 0.86
<4.6barrier
4.6-5.6strained
>=5.6safe
Johansson, N. & Milbrink, G. (1976). Some effects of acidified water on the early development of roach (Rutilus rutilus L.) and perch (Perca fluviatilis L.). JAWRA Journal of the American Water Resources Association / Water Resources Bulletin 12(1): 39-48.
hypolimnetic_dissolved_oxygen mg O2/Lsource ↗ · conf 0.88
0–1.3barrier
1.3–5.0strained
>=5.0safe
Ning N, Barlow C, Baumgartner L, et al. (2025) A global review of the biology and ecology of the European perch, Perca fluviatilis. Reviews in Fish Biology and Fisheries 35. DOI 10.1007/s11160-025-09924-z (Crossref-verified, year 2025; opened via Springer OA PDF).
Northern PikeEsox lucius
summer_water_temperature °Csource ↗ · conf 0.9
<10suboptimal
10–24optimal
24–30.8strained
>30.8lethal
Souchon Y. & Tissot L. (2012) Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowl. Managt. Aquatic Ecosyst. 405, 03. doi:10.1051/kmae/2012008
water_ph pH unitssource ↗ · conf 0.85
<=4.75lethal
4.75-5.5strained
>=5.5safe
Duis, K. & Oberemm, A. (2000). Survival and sublethal responses of early life stages of pike exposed to low pH in artificial post-mining lake water. Journal of Fish Biology 57(2): 502-508.
RoachRutilus rutilus
summer_water_temperature °Csource ↗ · conf 0.9
<12suboptimal
12–25optimal
25–31strained
>31lethal
Souchon Y. & Tissot L. (2012) Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowl. Managt. Aquatic Ecosyst. 405, 03. doi:10.1051/kmae/2012008
water_ph pH unitssource ↗ · conf 0.88
<4.6barrier
4.6-5.6strained
>=5.6safe
Johansson, N. & Milbrink, G. (1976). Some effects of acidified water on the early development of roach (Rutilus rutilus L.) and perch (Perca fluviatilis L.). JAWRA Journal of the American Water Resources Association / Water Resources Bulletin 12(1): 39-48.
hypolimnetic_dissolved_oxygen mg O2/L
blank — BLANK per HARD RULE + one-unit rule (mg O2/L): roach is tolerant/shallow, but every roach-specific numeric threshold I located is either paywalled (Nature 1962; Water Research 1973) or stated in pressure units (kPa/torr) rather than mg O2/L. Converting units would not be a verbatim quote → blanked.
BLANK — no opened source states a roach-specific numeric mg O2/L threshold.
RuffeGymnocephalus cernua
summer_water_temperature °Csource ↗ · conf 0.9
<7suboptimal
7–24.8optimal
24.8–30strained
>30lethal
Souchon Y. & Tissot L. (2012) Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowl. Managt. Aquatic Ecosyst. 405, 03. doi:10.1051/kmae/2012008
Vänern Landlocked SalmonSalmo salar (landlocked)
summer_water_temperature °Csource ↗ · conf 0.88
<18.4safe
18.4–27.7strained
>=27.7lethal
Sandrelli RM, Gamperl AK. The upper temperature and hypoxia limits of Atlantic salmon (Salmo salar) depend greatly on the method utilized. Journal of Experimental Biology 226(18):jeb246227 (2023). DOI 10.1242/jeb.246227.
water_ph pH unitssource ↗ · conf 0.88
<5.5lethal
5.5-5.8strained
>=5.8safe
Kroglund, F., Rosseland, B.O., Teien, H.-C., Salbu, B., Kristensen, T. & Finstad, B. (2008). Water quality limits for Atlantic salmon (Salmo salar L.) exposed to short term reductions in pH and increased aluminum simulating episodes. Hydrology and Earth System Sciences 12: 491-507.
salmon_passagesource ↗ · conf 0.88
8-dam Klarälven chain (regulated)barrier
Norrgård et al. 2024 (River Res. Appl.)
WhitefishCoregonus sp.
summer_water_temperature °Csource ↗ · conf 0.86
<23.7safe
23.7–27.3strained
>=27.3lethal
Waterbury C, Sutton T, Kelley AL, López JA. Effects of temperature acclimation on the upper thermal tolerance of two Arctic fishes. Conservation Physiology 12(1):coae001 (2024). DOI 10.1093/conphys/coae001.
hypolimnetic_dissolved_oxygen mg O2/L
blank — BLANK per HARD RULE: the only quantitative Coregonus egg-O2 thresholds are behind Elsevier paywalls I could not open (Czerkies 2001/2002). An opened burbot-development paper (Kupren et al. 2013, DOI 10.1007/s10499-013-9680-3, Crossref-verified) was checked but reports only husbandry DO (>80% saturation), not a whitefish-egg threshold. No verbatim mg O2/L support obtained → band blanked.
BLANK — no source with a numeric mg O2/L threshold could be opened.
Zander (Pikeperch)Sander lucioperca
summer_water_temperature °Csource ↗ · conf 0.9
<27suboptimal
27–30optimal
30–35.4strained
>35.4lethal
Souchon Y. & Tissot L. (2012) Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowl. Managt. Aquatic Ecosyst. 405, 03. doi:10.1051/kmae/2012008
Arctic CharSalvelinus alpinus
water_ph pH units
blank — BLANK per hard rule: no opened source quotes a numeric pH threshold for Arctic char. SUPPORT (non-threshold, for transparency): "acidic Al-poor water with pH 5.0 is not acutely toxic" and char showed "a high resistance to aluminium" (Poléo et al. 1997, opened) — an Al-ranking, not a pH threshold. Would need an opened primary char egg/fry pH-mortality study (all found were paywalled: e.g. academic.oup.com bot-blocked, Springer/Elsevier closed).
Noble CrayfishAstacus astacus
water_ph pH units
blank — BLANK per hard rule: no opened source quotes a numeric pH threshold for noble crayfish survival/recruitment. SUPPORT (non-threshold): crayfish suffered losses through "the crayfish plague (Aphanomyces astaci), habitat loss and acidification of waters" (FAO T0798E, opened) — qualitative only. Al/Ca-mediated moult failure is the expected mechanism but the quantitative pH-recruitment thresholds sit behind paywalls (Hydrobiologia, Freshwater Crayfish, CJFAS all closed).
Vänern TroutSalmo trutta
water_ph pH units · conf 0.4
blank — BLANKED on fact-check: cited source (10.1111/jfb.14054) documents brown-trout extinctions ~pH4.4 and states no fixed pH threshold; 'safe >=4.5' is unsupported and ecologically backwards for a salmonid. Needs re-source.
Prodöhl, P.A., Ferguson, A., Bradley, C.R., Ade, R., Roberts, C., Keay, E.J., Costa, A.R. & Hynes, R. (2019). Impacts of acidification on brown trout Salmo trutta populations and the contribution of stocking to population recovery and genetic diversity. Journal of Fish Biology 95: ... (jfb.14054).
Signal CrayfishPacifastacus leniusculus
aphanomyces_astaci_presencesource ↗ · conf 0.9
presentsafe
Francesconi et al. 2021 (Front. Ecol. Evol.)

Scirwudu (Sherwood Forest)

BeechFagus sylvatica
soil_water_potential MPasource ↗ · conf 0.9
0 to -2.74 MPasafe
-2.74 to -3.38 MPastrained
< -3.38 MPalethal
Weithmann G, Link RM, et al. (2022) Soil water availability and branch age explain variability in xylem safety of European beech in Central Europe. Oecologia 198:629-644. doi:10.1007/s00442-022-05124-9 (Crossref-verified 2022, opened PDF via Springer).
BilberryVaccinium myrtillus
soil_water_potential MPasource ↗ · conf 0.9
0 to -1.0 MPaoptimal
-1.0 to -1.38 MPastrained
-1.38 to -2.08 MPabarrier
< -2.08 MPalethal
Ganthaler A, Mayr S (2015) Dwarf shrub hydraulics: two Vaccinium species (Vaccinium myrtillus, Vaccinium vitis-idaea) of the European Alps compared. Physiologia Plantarum 155(4):424-434. doi:10.1111/ppl.12333 (Crossref-verified 2015, opened via PMC).
BluebellHyacinthoides non-scripta
soil_water_potential
blank — Honest blank per quote-or-blank rule. Bluebell escapes rather than tolerates summer drought (leaf-out and photosynthesis complete under the closed canopy in spring; foliage dies back before peak summer soil-water deficit), so a summer soil-water-potential threshold in MPa is biologically inapplicable and none is published.
RowanSorbus aucuparia
soil_water_potential
blank — Blank: no opened+quoted MPa threshold at confidence >=0.85. S. torminalis (doi:10.1093/treephys/tpae027) gives only g_min, not a water-potential setpoint; S. alnifolia (doi:10.1093/aobpla/plz058) is biologically opposite (anisohydric, cavitation-resistant) and rejected as a congener.
Silver BirchBetula pendula
soil_water_potential MPasource ↗ · conf 0.9
0 to -1.8 MPasafe
-1.8 to -2.5 MPabarrier
< -2.5 MPalethal
Klepsch M, Zhang Y, et al. (2018) Is xylem of angiosperm leaves less resistant to embolism than branches? Insights from microCT, hydraulics, and anatomy. Journal of Experimental Botany 69(22):5611. doi:10.1093/jxb/ery321 (Crossref-verified 2018, opened via PMC).
HazelCorylus avellana
soil_water_potential MPasource ↗ · conf 0.86
0 to -0.86 MPaoptimal
-0.86 to -1.76 MPastrained
-1.76 to -2.06 MPabarrier
Bristow S.T. et al. (2025) Extension of the triphasic water potential curve: Accounting for air vapor pressure deficit under soil water stress. Plant Physiology 199(1):kiaf337. DOI 10.1093/plphys/kiaf337 (Crossref-verified; opened, PMC full text).
HollyIlex aquifolium
soil_water_potential
blank — BLANK per HARD RULE: the only πtlp value found is in a closed-access abstract, not an opened full-text source. Resolving/reading the abstract is not opening the paper, so no band is filled.
Pedunculate OakQuercus robur
soil_water_potential MPasource ↗ · conf 0.9
0 to -3.81 MPasafe
-3.81 to -4.74 MPabarrier
-4.74 to -5.66 MPalethal
Lobo A. et al. (2018) Assessing inter- and intraspecific variability of xylem vulnerability to embolism in oaks. Forest Ecology and Management 424:53-61. DOI 10.1016/j.foreco.2018.04.031 (Crossref-verified; opened, PMC full text).
Scots PinePinus sylvestris
soil_water_potential MPasource ↗ · conf 0.87
0 to -2.23 MPaoptimal
-2.23 to -2.5 MPastrained
Kunert N. et al. (2024) Turgor loss point explains climate-driven growth reductions in trees in Central Europe. Plant Biology 26(5). DOI 10.1111/plb.13687 (Crossref-verified; opened, PMC full text).
BrackenPteridium aquilinum
soil_water_potential MPasource ↗ · conf 0.9
0 to -1.13 MPasafe
-1.13 to -2.31 MPastrained
-2.31 to -3.0 MPabarrier
-3.0 to -4.0 MPalethal
Baer A, Wheeler JK, Pittermann J (2020). Limited hydraulic adjustments drive the acclimation response of Pteridium aquilinum (L.) Kuhn to variable light. Annals of Botany 125(4):691-700. doi:10.1093/aob/mcaa006.
GorseUlex europaeus
soil_water_potential
blank — BLANK per quote-or-blank rule. No source that could be opened states a species-specific water-potential setpoint (πtlp, stomatal-closure WP, dieback WP, or xylem P50/P88) for Ulex europaeus in MPa. Searches surfaced only root-biomechanics and invasion-ecology material (no leaf/xylem water-potential threshold), and the temperate/Mediterranean shrub turgor-loss dataset that might include Ulex is on a bot-blocked publisher (ScienceDirect). No openable source states a Ulex europaeus MPa drought setpoint, so no band is filled.
Heather (Ling)Calluna vulgaris
soil_water_potential MPasource ↗ · conf 0.86
-0.25 to -0.7 MPaoptimal
-0.7 to -1.7 MPasuboptimal
Birkeli K, Gya R, Haugum SV, Velle LG, Vandvik V (2023). Germination and seedling growth of Calluna vulgaris is sensitive to regional climate, heathland succession, and drought. Ecology and Evolution 13(7):e10199. doi:10.1002/ece3.10199.

Maas (River Meuse)

Atlantic SalmonSalmo salar
water_temperature °Csource ↗ · conf 0.9
22 to 24strained
>=27barrier
>27.8lethal
Corey E, Linnansaari T, Cunjak RA, Currie S (2017) Physiological effects of environmentally relevant, multi-day thermal stress on wild juvenile Atlantic salmon (Salmo salar). Conservation Physiology 5(1):cox014. DOI:10.1093/conphys/cox014
dissolved_oxygen mg O2/Lsource ↗ · conf 0.9
>7optimal
4 to 7suboptimal
<4strained
Jeong J. et al. (2024). Longitudinal dissolved oxygen patterns in Atlantic salmon aquaculture sites in British Columbia, Canada. Frontiers in Marine Science. doi:10.3389/fmars.2023.1289375
flow_velocity m/ssource ↗ · conf 0.86
<0.35strained
0.35 to 0.65optimal
Louhi et al. (2008). Spawning habitat of Atlantic salmon and brown trout: general criteria and intragravel factors. River Research and Applications 24:330-339.
fish_passage % escapementsource ↗ · conf 0.9
38.6% passed the HPP–canal complex; ~11% escapement (2.9% via canal + 8.3% via river) to end of study reachbarrier
Renardy et al. 2021, Ecological Engineering — Trying to choose the less bad route: Individual migratory behaviour of Atlantic salmon smolts (Salmo salar L.) approaching a bifurcation between a hydropower station and a navigation canal (River Meuse, n=72 acoustic-tagged smolts).
BarbelBarbus barbus
water_temperature °Csource ↗ · conf 0.88
10 to 24optimal
>=32lethal
Amat-Trigo et al. (2024) Variability in the summer movements, habitat use and thermal biology of two fish species in a temperate river. Aquatic Sciences 86. DOI 10.1007/s00027-024-01073-y
flow_velocity m/ssource ↗ · conf 0.88
<0.4strained
0.4 to 1.0optimal
1.0 to 1.5optimal
Popp et al. (2024). Habitat use of barbel (Barbus barbus) in a restored urban Danube tributary. Frontiers in Environmental Science 12:1371150.
Brown/Sea TroutSalmo trutta
water_temperature °Csource ↗ · conf 0.9
<20safe
>=20strained
Hampuwo B, Duenser A, Lahnsteiner F (2025) Effects of elevated temperature on gene expression, energy metabolism, and physiology in brown trout, Salmo trutta. Conservation Physiology 13(1):coaf025. DOI:10.1093/conphys/coaf025
dissolved_oxygen mg O2/Lsource ↗ · conf 0.86
>7optimal
4 to 7suboptimal
<4strained
Jeong J. et al. (2024). Longitudinal dissolved oxygen patterns in Atlantic salmon aquaculture sites in British Columbia, Canada. Frontiers in Marine Science. doi:10.3389/fmars.2023.1289375
flow_velocity m/ssource ↗ · conf 0.88
<0.1strained
0.1 to 0.2optimal
Conallin et al. (2014). Daytime habitat selection for juvenile parr brown trout (Salmo trutta) in small lowland streams. Knowledge and Management of Aquatic Ecosystems 413:09.
BullheadCottus gobio
water_temperature
blank — BLANK per EVIDENCE HARD RULE. The canonical source (Elliott & Elliott 1995, Freshwater Biology 33(3):411-418, DOI 10.1111/j.1365-2427.1995.tb00403.x — feeding 26.5 C, incipient lethal 27.6 C, ultimate lethal 32.5 C) is Wiley-paywalled: fetch returned found:false / oa_status closed across unpaywall, semantic_scholar, PMC, crossref_tdm and doi_resolve. Thresholds exist only in the paywalled abstract, so per 'paywalled-only threshold => BLANK' this row is left blank rather than filled from an unopenable source.
dissolved_oxygen
blank — BLANK: bullhead is rheophilic and requires high-oxygen clean streams, and its Pcrit exceeds that of stone loach, but no source I could OPEN states a numeric mg/L DO threshold. Pcrit papers are paywalled/http-only. Blank per evidence hard-rule rather than fabricate.
flow_velocity m/ssource ↗ · conf 0.85
<0.29strained
0.29 to 0.71optimal
>0.7safe
Roje et al. (2021). Comparison of Behavior and Space Use of the European Bullhead Cottus gobio and the Round Goby Neogobius melanostomus in a Simulated Natural Habitat. Biology 10:821.
ChubSqualius cephalus
water_temperature °Csource ↗ · conf 0.9
14 to 24optimal
>24 to 30strained
>=37.9lethal
Souchon Y., Tissot L. (2012). Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowledge and Management of Aquatic Ecosystems 405, 03. DOI 10.1051/kmae/2012008.
Common BreamAbramis brama
water_temperature °Csource ↗ · conf 0.9
10 to 26optimal
>26 to 28strained
>=35.7lethal
Souchon Y., Tissot L. (2012). Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowledge and Management of Aquatic Ecosystems 405, 03. DOI 10.1051/kmae/2012008.
dissolved_oxygen
blank — BLANK per evidence rule. No open-access primary reporting an Abramis brama DO threshold in mg O2/L could be opened; the OA Pcrit database (Rogers et al. 2016) has no Abramis row. Available bream-hypoxia papers concern unrelated Megalobrama (blunt-snout bream), not Abramis brama. Quote-or-blank => blank.
flow_velocity
blank — BLANK: no opened+quoted m/s value. Qualitatively limnophilic (slow-water preference), but no verbatim numeric velocity threshold obtainable from an openable source; would not chase the paywalled Waal/Elbe models.
Common CarpCyprinus carpio
water_temperature °Csource ↗ · conf 0.87
22 to 26optimal
>=30strained
Zhang Y., Ren Z. (2025). Use of Real-Time Online Respirometry to Assess Temperature-Induced Metabolic Disorder in Koi Carp (Cyprinus carpio). Water 17(5), 666. DOI 10.3390/w17050666.
dissolved_oxygen mg O2/Lsource ↗ · conf 0.9
1.4 to 1.8strained
Moyson S, et al. (2015) The combined effect of hypoxia and nutritional status on metabolic and ionoregulatory responses of common carp (Cyprinus carpio). Comparative Biochemistry and Physiology Part A 179:133-143.
flow_velocity m/ssource ↗ · conf 0.86
<0.3optimal
Bao, J., et al. (2022). Effect of dam construction on spawning activity of Yellow River carp (Cyprinus carpio) in the lower Yellow River. Frontiers in Earth Science, 10, 975433.
Common DaceLeuciscus leuciscus
water_temperature °Csource ↗ · conf 0.87
12.3 to 19optimal
>19strained
Kupren, Mamcarz & Kucharczyk (2011) Effect of variable and constant thermal conditions on embryonic and early larval development of fish from the genus Leuciscus (Cyprinidae, Teleostei). Czech Journal of Animal Science 56:70-80. DOI 10.17221/312/2009-cjas
Common NaseChondrostoma nasus
water_temperature °Csource ↗ · conf 0.88
8 to 29safe
Mameri et al. (2023) Cold thermopeaking-induced drift of nase Chondrostoma nasus larvae. Aquatic Sciences 85. DOI 10.1007/s00027-023-00955-x
flow_velocity m/ssource ↗ · conf 0.9
<0.5strained
0.7 to 1.1optimal
0.5 to >1optimal
Ovidio et al. (2024). Ecology and Sustainable Conservation of the Nase, Chondrostoma nasus: A Literature Review. Sustainability 16:6007.
GraylingThymallus thymallus
water_temperature °C · conf 0.4
blank — BLANKED on fact-check: cited DOI 10.3390/biology14121718 is Thymallus grubii (Amur grayling), not T. thymallus, and only tests to 24C. Needs a European-grayling source.
Zhai C, Wang Z, Bai L, Ma B (2025) Integrated Oxygen Consumption Rate, Energy Metabolism, and Transcriptome Analysis Reveal the Heat Sensitivity of Wild Amur Grayling (Thymallus grubii) Under Acute Warming. Biology 14(12):1718. DOI:10.3390/biology14121718
dissolved_oxygen mg O2/Lsource ↗ · conf 0.88
8.5 to 11.5optimal
<6strained
Rożyński M. et al. (2025). Hormonal Masculinization of the European Grayling (Thymallus thymallus) Using 11β-Hydroxyandrostenedione (OHA) and 17α-Methyltestosterone (MT). Animals. doi:10.3390/ani15203059
flow_velocity m/ssource ↗ · conf 0.86
<0.5strained
0.5 to 0.6optimal
Nykänen et al. (2002). Suitability criteria for spawning habitat of riverine European grayling. Journal of Fish Biology 60:1351-1354.
RoachRutilus rutilus
water_temperature °Csource ↗ · conf 0.9
12 to 25optimal
>25 to 31strained
>31lethal
Souchon Y., Tissot L. (2012). Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowledge and Management of Aquatic Ecosystems 405, 03. DOI 10.1051/kmae/2012008.
dissolved_oxygen
blank — BLANK per evidence rule. No open-access primary reporting a species-specific dissolved-oxygen threshold in mg O2/L for Rutilus rutilus could be opened; the OA Pcrit database (Rogers et al. 2016) contains no Rutilus rutilus row and reports Pcrit in kPa, not mg O2/L. No opened+quoted mg/L value => blank.
flow_velocity
blank — BLANK: no opened+quoted roach-specific m/s value. Eurytopic->slow-water preference qualitatively, but no verbatim species-specific numeric velocity from an openable source; Irtysh value is family-level, not R. rutilus, so <0.85 confidence.
Wels CatfishSilurus glanis
water_temperature °Csource ↗ · conf 0.9
12 to 28optimal
>28 to 32strained
>=34.4lethal
Souchon Y., Tissot L. (2012). Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowledge and Management of Aquatic Ecosystems 405, 03. DOI 10.1051/kmae/2012008.
dissolved_oxygen mg O2/Lsource ↗ · conf 0.9
>=1.3strained
Westrelin S, et al. (2022) European catfish Silurus glanis behaviour in response to a strong summer hypoxic event in a shallow lake. Aquatic Ecology 56:1127-1142.
Zander (Pikeperch)Sander lucioperca
water_temperature °Csource ↗ · conf 0.88
27 to 30optimal
>30 to 35strained
>=35.4lethal
Souchon Y., Tissot L. (2012). Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowledge and Management of Aquatic Ecosystems 405, 03. DOI 10.1051/kmae/2012008.
flow_velocity
blank — BLANK: no opened+quoted pikeperch-specific m/s value. Limnophilic predator (slow/still-water preference) qualitatively, but no verbatim species-specific numeric velocity from an openable source; would not chase paywalled publishers.
Mayfly (Ephemeroptera)Ephemera danica / Baetis sp.
dissolved_oxygen
blank — BLANK: no opened source states an Ephemeroptera dissolved-oxygen threshold in mg O2/L. Verberk et al. 2016 (opened) uses partial pressure (kPa) for lab hypoxia and BOD for field oxygen demand; converting kPa->mg/L would require a stated temperature+salinity basis the paper does not tie to a threshold value. Unit hard-rule -> blank rather than force an unstated conversion.
Tubificid wormsTubifex tubifex
dissolved_oxygen
blank — BLANK per evidence rule. Tubifex is extremely hypoxia/anoxia-tolerant, but no open-access primary reporting a quantitative Tubifex tubifex dissolved-oxygen survival threshold in mg O2/L could be opened (the located tubificid-tolerance record, DOI 10.1127/0003-9136/2005/0164-0013, was not OA and could not be fetched); secondary web compendia are not acceptable primary evidence. No opened+quoted mg/L value => blank.
European EelAnguilla anguilla
fish_passage % escapementsource ↗ · conf 0.9
37% of migrating silver eels reached the North Sea; hydropower mortality 16 to 26%barrier
Winter et al. 2006, Ecology of Freshwater Fish — Assessing the impact of hydropower and fisheries on downstream migrating silver eel, Anguilla anguilla, by telemetry in the River Meuse (Netherlands; 150 radio-tagged eels).
Water Flea (Daphnia longispina complex)Daphnia longispina (complex)
water_temperature °Csource ↗ · conf 0.85
3 to 6barrier
7 to 15strained
15 to 17.5safe
17.5 to 19.4optimal
19.4 to 23safe
23 to 24strained
>=25barrier
Verbitsky VB, Verbitskaya TI, Malisheva OA (2021) Modification of the "acute" method for calculating the final preferred temperatures: As applied to Daphnia longispina (Crustacea: Cladocera). Journal of Thermal Biology 98:102939. DOI:10.1016/j.jtherbio.2021.102939

Norppa (Lake Saimaa)

BurbotLota lota
winter_ice_cover ice-state (ordinal)source ↗ · conf 0.87
landfast ice + breeding-season snow (≥~20cm, Feb–Apr)spawning-cue
ice-free in breeding seasonstrained
Rahi et al. (2021) Bioenergetic Pathways in the Sperm of an Under-Ice Spawning Fish, Burbot (Lota lota): The Role of Mitochondrial Respiration in a Varying Thermal Environment. Biology 10(8):739. doi:10.3390/biology10080739
summer_water_temperature °Csource ↗ · conf 0.9
10 to 16optimal
>=20strained
Hardewig I, et al. (2003) How does the cold stenothermal gadoid Lota lota survive high water temperatures during summer? Journal of Comparative Physiology B 174:149-156.
Common GoldeneyeBucephala clangula
winter_ice_cover ice-state (ordinal)source ↗ · conf 0.88
landfast ice + breeding-season snow (≥~20cm, Feb–Apr)barrier
reduced ice / thin snowstrained
ice-free in breeding seasonoptimal
Marchowski D, Jankowiak Ł, Wysocki D, Ławicki Ł, Girjatowicz J (2017) Ducks change wintering patterns due to changing climate in the important wintering waters of the Odra River Estuary. PeerJ 5:e3604.
European WhitefishCoregonus lavaretus
winter_ice_cover ice-state (ordinal)source ↗ · conf 0.88
landfast ice + breeding-season snow (≥~20cm, Feb–Apr)safe
ice-free in breeding seasonstrained
Stewart et al. (2021) Influence of warming temperatures on coregonine embryogenesis within and among species. Hydrobiologia 848:4363–4385. doi:10.1007/s10750-021-04648-0
summer_water_temperature °Csource ↗ · conf 0.85
23.7 to 27.3lethal
Waterbury MB, et al. (2024) Effects of temperature acclimation on the upper thermal tolerance of two Arctic fishes. Conservation Physiology 12(1):coae001.
GoosanderMergus merganser
winter_ice_cover ice-state (ordinal)source ↗ · conf 0.85
ice-free in breeding seasonoptimal
Marchowski D, Jankowiak Ł, Wysocki D, Ławicki Ł, Girjatowicz J (2017) Ducks change wintering patterns due to changing climate in the important wintering waters of the Odra River Estuary. PeerJ 5:e3604.
Saimaa Ringed SealPusa hispida saimensis
winter_ice_cover ice-state (ordinal)source ↗ · conf 0.92
landfast ice + breeding-season snow (≥~20cm, Feb–Apr)refuge
reduced ice / thin snowstrained
ice-free in breeding seasonlethal
Jakkila et al. (2024) Modelling climate change impacts on lake ice and snow demonstrates breeding habitat decline of the endangered Saimaa ringed seal. Climatic Change 177:134. doi:10.1007/s10584-024-03797-0
VendaceCoregonus albula
winter_ice_cover ice-state (ordinal)source ↗ · conf 0.88
landfast ice + breeding-season snow (≥~20cm, Feb–Apr)safe
ice-free in breeding seasonstrained
Stewart et al. (2021) Influence of warming temperatures on coregonine embryogenesis within and among species. Hydrobiologia 848:4363–4385. doi:10.1007/s10750-021-04648-0
summer_water_temperature °C · conf 0.0
blank — BLANK: species-specific summer open-lake thermal setpoints for C. albula appear only in paywalled sources not openable here; the coregonine warming paper opened in-session (Whitton et al. 2021, published as Hydrobiologia DOI 10.1007/s10750-021-04648-0; preprint 10.1101/2021.02.13.431107) covers EMBRYO incubation (2.0-9.0 °C), not summer surface temperature — so it grounds Axis-1 egg-incubation bands, not a summer °C tolerance band. Honest blank for summer_water_temperature.
No opened + Crossref-verified source stating a summer open-lake °C setpoint.
Whooper SwanCygnus cygnus
winter_ice_cover ice-state (ordinal)source ↗ · conf 0.85
landfast ice + breeding-season snow (≥~20cm, Feb–Apr)barrier
ice-free in breeding seasonoptimal
Pöysä H, et al. (2026) Resilience of Breeding Boreal Waterbirds to Harsh Wintering Conditions: Could Climate Warming Smooth Population Declines? Ecology and Evolution 16:e73718.
Common BleakAlburnus alburnus
summer_water_temperature °Csource ↗ · conf 0.88
21 to 27°Coptimal
27 to 35°Cstrained
>35°Clethal
Souchon Y, Tissot L (2012) Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowledge and Management of Aquatic Ecosystems 405:03. DOI:10.1051/kmae/2012008
Common BreamAbramis brama
summer_water_temperature °Csource ↗ · conf 0.88
10 to 26°Coptimal
26 to 35°Cstrained
>35°Clethal
Souchon Y, Tissot L (2012) Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowledge and Management of Aquatic Ecosystems 405:03. DOI:10.1051/kmae/2012008
Crucian CarpCarassius carassius
summer_water_temperature °Csource ↗ · conf 0.9
16 to 28°Coptimal
28 to 31°Cstrained
>31°Clethal
Dvořáková Prokešová M, Rahi Roy D, Regenda J, Hanzlík P, Šmejkal M, Prokeš M, Stejskal V, Kouřil J (2026) Effect of water temperature on the early development and hatchery rearing of a locally threatened species—crucian carp (Carassius carassius). Environmental Biology of Fishes 109:38. DOI:10.1007/s10641-026-01807-x
European PerchPerca fluviatilis
summer_water_temperature °Csource ↗ · conf 0.88
16 to 27°Coptimal
27 to 36°Cstrained
>36°Clethal
Souchon Y, Tissot L (2012) Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowledge and Management of Aquatic Ecosystems 405:03. DOI:10.1051/kmae/2012008
European SmeltOsmerus eperlanus
summer_water_temperature °C · conf 0.0
blank — BLANK: no opened source gives a summer upper-thermal °C setpoint for O. eperlanus. SUPPORT (cold-context only, opened): "Smelt start spawning when the water temperature increases in early spring, especially at water temperatures between 4 and 6°C" and "The temperature threshold at which the development rate is zero was estimated at T0 = 1.8°C" (Keller et al. 2020, DOI 10.1111/jfb.14314, Crossref-verified 2020). These are cold spawning/incubation values, not the summer upper limit the axis requires; honest blank per evidence rule.
No opened + Crossref-verified source stating a summer open-lake °C upper setpoint.
Prussian CarpCarassius gibelio
summer_water_temperature °Csource ↗ · conf 0.85
>=14°Cspawning-cue
Bondarev DL, Kunah OM, Fedushko MP, Gubanova NL (2019) The impact of temporal patterns of temperature and precipitation on silver Prussian carp (Carassius gibelio) spawning events. Biosystems Diversity 27(2). DOI:10.15421/011915
RoachRutilus rutilus
summer_water_temperature °Csource ↗ · conf 0.88
12 to 25°Coptimal
25 to 30°Cstrained
>30°Clethal
Souchon Y, Tissot L (2012) Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowledge and Management of Aquatic Ecosystems 405:03. DOI:10.1051/kmae/2012008
RuffeGymnocephalus cernua
summer_water_temperature °Csource ↗ · conf 0.88
15 to 25°Coptimal
25 to 31°Cstrained
>31°Clethal
Souchon Y, Tissot L (2012) Synthesis of thermal tolerances of the common freshwater fish species in large Western Europe rivers. Knowledge and Management of Aquatic Ecosystems 405:03. DOI:10.1051/kmae/2012008
Saimaa Arctic CharSalvelinus alpinus
summer_water_temperature °Csource ↗ · conf 0.9
10.3 to 16.3optimal
21 to 26barrier
26 to 27lethal
Gendron G, et al. (2025) The influence of climate change on growth of Arctic charr (Salvelinus alpinus). Environmental Biology of Fishes 108:2087-2104.
Saimaa Brown TroutSalmo trutta lacustris
summer_water_temperature °Csource ↗ · conf 0.88
<20safe
20 to 26strained
Hampuwo B, et al. (2025) Effects of elevated temperature on gene expression, energy metabolism, and physiology in brown trout, Salmo trutta. Conservation Physiology 13(1):coaf025.
Saimaa Landlocked SalmonSalmo salar m. sebago
summer_water_temperature °Csource ↗ · conf 0.88
15 to 20optimal
22 to 24strained
>=27.8lethal
Corey E, Linnansaari T, Cunjak RA, Currie S (2017) Physiological effects of environmentally relevant, multi-day thermal stress on wild juvenile Atlantic salmon (Salmo salar). Conservation Physiology 5(1):cox014.
Saimaa ringed sealPusa hispida saimensis
vendace_prey_availabilitysource ↗ · conf 0.86
abundant vendaceabundant
scarce/collapsed vendacescarce
Auttila M et al. (2014). Diet composition and seasonal feeding patterns of a freshwater ringed seal (Pusa hispida saimensis). Marine Mammal Science. DOI:10.1111/mms.12133
Saimaa ringed seal (pup)Pusa hispida saimensis
eagle_predation_pressure · conf 0.0
blank — Left blank per the openable-only / verbatim-support rule: no OPENED source names Haliaeetus albicilla as a predator of Saimaa ringed seal pups. Jakkila et al. 2024 (opened) supports the ice/lair→predation-exposure logic verbatim — SUPPORT:"there are observations where red fox (Vulpes vulpes) have killed a seal pup that has been on ice in March (Auttila 2015). Thus, earlier snowmelt increases the threats to the pups" — but names red fox, not the eagle; substituting it for the eagle-specific signal would conflate predators. Blank rather than fill an 'eagle_predation_pressure' band without a verbatim eagle-predation support quote from an opened source.
(no openable source names Haliaeetus albicilla as a Saimaa ringed seal pup predator)