https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/Head https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw http://www.nanopub.org/nschema#hasAssertion https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/assertion https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw http://www.nanopub.org/nschema#hasProvenance https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/provenance https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/pubinfo https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/assertion https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/sciencelive/o/terms/FORRT-Replication-Study https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/sciencelive/o/terms/Replication-Study https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study http://www.w3.org/2000/01/rdf-schema#label Inter-product wave-exposure comparison at Natura 2000 marine sites across three European storms https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study http://www.w3.org/2004/02/skos/core#related http://www.wikidata.org/entity/Q122928845 https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study http://www.w3.org/2004/02/skos/core#related http://www.wikidata.org/entity/Q1367500 https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study http://www.w3.org/2004/02/skos/core#related http://www.wikidata.org/entity/Q2674049 https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study http://www.w3.org/2004/02/skos/core#related http://www.wikidata.org/entity/Q503021 https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study http://www.w3.org/2004/02/skos/core#related http://www.wikidata.org/entity/Q8024055 https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study https://w3id.org/sciencelive/o/terms/hasDeviationDescription Loveland et al. 2024 ran a coupled wave-circulation model with full versus reduced-order source terms in the Gulf of Mexico and evaluated the internal wave and water-level fields. This study deviates in five ways. (1) Inter-product surrogate: rather than running a coupled model with full versus reduced-order source terms, it compares two operational production wave reanalyses, testing whether the product choice propagates to a downstream biodiversity-exposure metric rather than the source-term physics directly. (2) Domain: European coasts and three extratropical-and-Mediterranean storms, not Gulf of Mexico hurricanes. (3) Downstream metric: biodiversity exposure attribution at Natura 2000 marine sites, not the model's internal fields. (4) Native-grid comparison: each product is sampled on its OWN native grid per site polygon, NOT on a common regridded grid; the inter-product delta therefore conflates resolution and physics, which is intentional because the decision-relevant quantity for a user choosing a product is the bundle of resolution and physics that product delivers, not either factor in isolation. (5) Non-independence: the two products share ERA5 atmospheric forcing (explicitly for the North-West Shelf and Mediterranean products) and partial model lineage (MFWAM for WAVERYS, IBI, and Mediterranean; WAVEWATCH III for the North-West Shelf), so the comparison is conservative — the noise-floor threshold computed under an independence assumption over-estimates the true disagreement floor — and the inter-product signal is best framed as a resolution effect dominated by the fine regional resolving nearshore structure WAVERYS cannot. https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study https://w3id.org/sciencelive/o/terms/hasDiscipline http://www.wikidata.org/entity/Q1337681 https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study https://w3id.org/sciencelive/o/terms/hasMethodologyDescription For each storm, the WAVERYS global product and the basin-matched regional CMEMS product (IBI for Xynthia, North-West Shelf for Xaver, Mediterranean for Gloria) are downloaded over the storm window (with 24 hours of pre-storm padding) and a bounding box that fully contains the marine Natura 2000 sites of that region. Each product is kept on its own native grid — WAVERYS at 0.2 degrees, regionals at their native fine resolution — and trimmed to the storm window; the regional is NOT regridded onto the WAVERYS grid (regridding would smooth away the nearshore detail that is the regional product's value and would propagate coastal land-mask NaN onto the coarse grid, dropping about half the marine sites silently). EEA Natura 2000 (End-2024, revision 01) polygons are joined with the Standard Data Form; marine sites intersecting each storm's core region are selected and their Annex I habitat and Annex II species counts attached. For every site and each product, the per-product exposure is the spatial mean over the wet cells whose centres fall inside the polygon of the temporal-maximum significant wave height; sub-grid sites fall back to the single cell containing the polygon centroid, used only if that cell is wet (no nearest-wet-cell search outward — a 1-cell buffer on the 0.2-degree WAVERYS grid is ~22 km and would pull open-ocean values onto sheltered sites). A product that yields no wet value at the site does not resolve the site. Three tiers per site result: both products resolve (continuous inter-product delta), only one resolves (the product choice is categorically decisive — one product places the site in water, the other on land or sub-wave-field), neither resolves (out of scope; reported as a coverage caveat). Each site is weighted by log1p(number of Annex I habitats + number of Annex II species), additive so that bird Special Protection Areas with Annex II species but no Annex I habitat listing are not zero-weighted. The headline statistic is the biodiversity-weighted fraction of resolvable sites where the attribution differs — at sites both products resolve, the absolute peak-Hs delta exceeds the threshold X equal to the joint observational noise floor (root-sum-square of the two products' CMEMS QUID validation RMSE values, approximately 0.4 metres); at sites only one product resolves, the difference is counted as categorically decisive. The result is reported per storm and aggregated, with a threshold sweep over X = 0.2 to 0.8 metres to assess robustness, a per-site biodiversity-versus-delta diagnostic, and the three-way decomposition agree / magnitude-disagree / decisive. The pipeline is a four-notebook Snakemake workflow in a pixi-pinned environment. https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study https://w3id.org/sciencelive/o/terms/hasScopeDescription Tested: whether substituting the global WAVERYS wave reanalysis with the matched higher-resolution regional CMEMS reanalysis changes the storm-wave exposure attributed to coastal marine Natura 2000 sites. Scope is three named European storms spanning three physically distinct regimes — Xynthia (2010, French Atlantic / Bay of Biscay), Xaver (2013, southern North Sea), Gloria (2020, north-western Mediterranean) — and the marine Special Areas of Conservation and Special Protection Areas in each storm's landfall region. Exposure is operationalised at the level of the storm-window peak significant wave height attributed to each site polygon, and the claim is tested at the level of the biodiversity-weighted prevalence of inter-product disagreement across sites. Out of scope: storm surge, wave period and direction, duration, any ecological-impact or population modelling, and running a coupled wave-circulation model directly. https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study https://w3id.org/sciencelive/o/terms/targetsClaim https://w3id.org/sciencelive/np/RAhbrg-k2r9ExMkbhAJbtd1lXkO9Y36map0kIXvn6vyCk/wave-product-changes-exposure-attribution https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/provenance https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw http://purl.org/dc/terms/created 2026-06-01T19:53:06.702Z https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw http://purl.org/nanopub/x/introduces https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/wave-product-exposure-three-storm-study https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw http://www.w3.org/2000/01/rdf-schema#label Inter-product wave-exposure comparison at Natura 2000 marine sites across three European storms https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RAuLEjPp-4dTvPwMkfHggTto1CgjIftiGRAgHlyeEonjQ https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/sig http://purl.org/nanopub/x/hasPublicKey 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 https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/sig http://purl.org/nanopub/x/hasSignature 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 https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw https://w3id.org/sciencelive/np/RAd29Za27oQerxSXwxoGtT1sCzaGXvv3D7bPkaEhaSoAw/sig http://purl.org/nanopub/x/signedBy https://orcid.org/0000-0002-1784-2920