NARA Discovery
NARA Subscribed Scholarly Literature Discovery
Boolean search: climate AND coral · microplastic OR nanoplastic · plastic NOT freshwater · "marine heatwave"
Advanced Search
Topic searches article titles and abstracts. Starts a new search; publisher and year refine it.
Searches article titles and abstracts.
Accepts bare DOI, doi: prefix, or a doi.org URL.
Complete publisher name. Publisher imprints are grouped under their main publisher where applicable.
Exact match by full journal title or ISSN.
Refine Results Clear Filters
Collection
Richard Ray results 82 · Newest (Page 1/4, per page 25)
Export CSV Export RIS Export current results · up to 5,000 records
Author: Richard Ray ×Clear All Filters
Search Results
Ocean Science · 2026 · Vol. 22 · Issue 3 · Copernicus Publications / European Geosciences Union
Tide gauges have been critical sources for sea level research, enabling the development of tidal theory and an understanding of local variations that occur across the global oceans. Tides play important roles in a variety of oceanographic and geodetic applications, and characterizing their spatial variability is valuable for applications ranging from fishing to flood risk management. This manuscript presents the coastal charac...
Journal of Geodesy · 2025 · Vol. 99 · Issue 2 · Springer
Trends in the deep-ocean M $$_2$$ 2 barotropic tide, deduced from nearly three decades of satellite altimetry and recently presented by Opel et al. (Commun Earth Environ 5:261, https://doi.org/10.1038/s43247-024-01432-5 , 2024), are here updated with a slightly longer time series and with a focus on potential systematic errors. Tidal changes are very small, of order 0.2 mm/year or less, with a tendency for decreasing amplitude...
Geotechnical and Geological Engineering · 2024 · Vol. 42 · Issue 8 · Springer
This study compares the performance of various foundation systems in expansive soils, such as mats, granular anchor piles, and concrete piles. Expansive soils experience volumetric changes due to moisture fluctuations, which can lead to structural damage. Abaqus software, in conjunction with the SCV approach, is used to analyze soil-foundation interactions. A custom subroutine enhances simulation accuracy by incorporating empi...
Journal of Marine Science and Engineering · 2024 · Vol. 12 · Issue 9 · MDPI
Investigating different pier shapes and debris Finteractions in scour patterns is vital for understanding the risks to bridge stability. This study investigates the impact of different shapes of pier and debris interactions on scour patterns using numerical simulations with flow-3D and controlled laboratory experiments. The model setup is rigorously calibrated against a physical flume experiment, incorporating a steady-state f...
Geotechnical and Geological Engineering · 2024 · Vol. 42 · Issue 4 · Springer
Expansive clayey soils often pose challenges for construction projects due to their low bearing capacity, swelling, and shrinkage properties. While previous research has explored additives to enhance these soils’ properties, the potential of sand remains underexplored. This study investigates the impact of varying sand percentages on expansive clayey soils’ consistency, compaction, and permeability. This study examines how add...
Fish and Fisheries · 2024 · Vol. 25 · Issue 2 · Wiley
Although most fisheries assessment and management focuses on the status of individual stocks, and regulations are commonly established as single‐species total allowable catch limits (TACs), much of the catch from global fisheries comes from mixed‐stock fisheries where species cannot be harvested separately. We show that in some fisheries where TAC and catch of demersal fish stocks are tracked, the average fraction of TAC harve...
Surveys in Geophysics · 2023 · Vol. 44 · Issue 5 · Springer
This paper reviews the recent progress in our estimation of ocean dynamic topography and the derived surface geostrophic currents, mainly based on multiple nadir radar altimeter missions. These altimetric observations provide the cornerstone of our ocean circulation observing system from space. The largest signal in sea surface topography is from the mean surface dominated by the marine geoid, and we will discuss recent progre...
Fish and Fisheries · 2023 · Vol. 24 · Issue 5 · Wiley
The status of federally managed fisheries in the United States is well monitored, but the condition of other marine fisheries, whether state‐managed, territory‐managed or unmanaged, is less understood and often unknown. We used expert surveys to characterize the management systems of non‐federally managed fisheries in US coastal marine states and overseas territories. For 311 fisheries, we estimated an overall Fisheries Manage...
Geotechnical and Geological Engineering · 2023 · Vol. 41 · Issue 3 · Springer
The dynamic properties of soil obtained from the torsional simple shear test (TOSS) are assumed to be uniform throughout the specimen. For some exceptional soils, this may hold true, but for the most majority of soils that we examine, it is obviously not the case, and this level of non-uniformity depends on the conditions in which the soil was formed. In this paper, we discuss a method of modelling inherently non-uniform soil...
Ocean Science · 2022 · Vol. 18 · Issue 4 · Copernicus Publications / European Geosciences Union
Seasonal variability of the M2 ocean tide can be detected at many ports, perhaps most. Examination of the cluster of tidal constituents residing within the M2 tidal group can shed light on the physical mechanisms underlying seasonality. In the broadest terms these are astronomical, frictional–advective interactions, and climate processes; some induce annual modulations and some semiannual, in amplitude, phase, or both. This no...
Global Change Biology · 2022 · Vol. 28 · Issue 11 · Wiley
In 2020, the Australian and New Zealand flux research and monitoring network, OzFlux, celebrated its 20 th anniversary by reflecting on the lessons learned through two decades of ecosystem studies on global change biology. OzFlux is a network not only for ecosystem researchers, but also for those ‘next users’ of the knowledge, information and data that such networks provide. Here, we focus on eight lessons across topics of cli...
Human Genetics · 2022 · Vol. 141 · Issue 1 · Springer
Chiara Fallerini; Nicola Picchiotti; Margherita Baldassarri; Kristina Zguro; Sergio Daga; Francesca Fava; Elisa Benetti; Sara Amitrano; Mirella Bruttini; Maria Palmieri; Susanna Croci; Mirjam Lista; Giada Beligni; Floriana Valentino; Ilaria Meloni; Marco Tanfoni; Francesca Minnai; Francesca Colombo; Enrico Cabri; Maddalena Fratelli; Chiara Gabbi; Stefania Mantovani; Elisa Frullanti; Marco Gori; Francis P. Crawley; Guillaume Butler-Laporte; Brent Richards; Hugo Zeberg; Miklos Lipcsey; Michael Hultström; Kerstin U. Ludwig; Eva C. Schulte; Erola Pairo-Castineira; John Kenneth Baillie; Axel Schmidt; Robert Frithiof; Simone Furini; Francesca Montagnani; Mario Tumbarello; Ilaria Rancan; Massimiliano Fabbiani; Barbara Rossetti; Laura Bergantini; Miriana D’Alessandro; Paolo Cameli; David Bennett; Federico Anedda; Simona Marcantonio; Sabino Scolletta; Federico Franchi; Maria Antonietta Mazzei; Susanna Guerrini; Edoardo Conticini; Luca Cantarini; Bruno Frediani; Danilo Tacconi; Chiara Spertilli Raffaelli; Marco Feri; Alice Donati; Raffaele Scala; Luca Guidelli; Genni Spargi; Marta Corridi; Cesira Nencioni; Leonardo Croci; Gian Piero Caldarelli; Maurizio Spagnesi; Davide Romani; Paolo Piacentini; Maria Bandini; Elena Desanctis; Silvia Cappelli; Anna Canaccini; Agnese Verzuri; Valentina Anemoli; Manola Pisani; Agostino Ognibene; Alessandro Pancrazzi; Maria Lorubbio; Massimo Vaghi; Antonella D.’Arminio Monforte; Federica Gaia Miraglia; Mario U. Mondelli; Massimo Girardis; Sophie Venturelli; Stefano Busani; Andrea Cossarizza; Andrea Antinori; Alessandra Vergori; Arianna Emiliozzi; Stefano Rusconi; Matteo Siano; Arianna Gabrieli; Agostino Riva; Daniela Francisci; Elisabetta Schiaroli; Francesco Paciosi; Andrea Tommasi; Pier Giorgio Scotton; Francesca Andretta; Sandro Panese; Stefano Baratti; Renzo Scaggiante; Francesca Gatti; Saverio Giuseppe Parisi; Francesco Castelli; Eugenia Quiros-Roldan; Melania Degli Antoni; Isabella Zanella; Matteo Della Monica; Carmelo Piscopo; Mario Capasso; Roberta Russo; Immacolata Andolfo; Achille Iolascon; Giuseppe Fiorentino; Massimo Carella; Marco Castori; Filippo Aucella; Pamela Raggi; Rita Perna; Matteo Bassetti; Antonio Di Biagio; Maurizio Sanguinetti; Luca Masucci; Alessandra Guarnaccia; Serafina Valente; Oreste De Vivo; Gabriella Doddato; Rossella Tita; Annarita Giliberti; Maria Antonietta Mencarelli; Caterina Lo Rizzo; Anna Maria Pinto; Valentina Perticaroli; Francesca Ariani; Miriam Lucia Carriero; Laura Di Sarno; Diana Alaverdian; Elena Bargagli; Marco Mandalà; Alessia Giorli; Lorenzo Salerni; Patrizia Zucchi; Pierpaolo Parravicini; Elisabetta Menatti; Tullio Trotta; Ferdinando Giannattasio; Gabriella Coiro; Fabio Lena; Leonardo Gianluca Lacerenza; Domenico A. Coviello; Cristina Mussini; Enrico Martinelli; Sandro Mancarella; Luisa Tavecchia; Mary Ann Belli; Lia Crotti; Gianfranco Parati; Maurizio Sanarico; Francesco Raimondi; Filippo Biscarini; Alessandra Stella; Marco Rizzi; Franco Maggiolo; Diego Ripamonti; Claudia Suardi; Tiziana Bachetti; Maria Teresa La Rovere; Simona Sarzi-Braga; Maurizio Bussotti; Katia Capitani; Simona Dei; Sabrina Ravaglia; Rosangela Artuso; Elena Andreucci; Giulia Gori; Angelica Pagliazzi; Erika Fiorentini; Antonio Perrella; Francesco Bianchi; Paola Bergomi; Emanuele Catena; Riccardo Colombo; Sauro Luchi; Giovanna Morelli; Paola Petrocelli; Sarah Iacopini; Sara Modica; Silvia Baroni; Francesco Vladimiro Segala; Francesco Menichetti; Marco Falcone; Giusy Tiseo; Chiara Barbieri; Tommaso Matucci; Davide Grassi; Claudio Ferri; Franco Marinangeli; Francesco Brancati; Antonella Vincenti; Valentina Borgo; Lombardi Stefania; Mirco Lenzi; Massimo Antonio Di Pietro; Francesca Vichi; Benedetta Romanin; Letizia Attala; Cecilia Costa; Andrea Gabbuti; Menè Roberto; Umberto Zuccon; Lucia Vietri; Stefano Ceri; Pietro Pinoli; Patrizia Casprini; Giuseppe Merla; Gabriella Maria Squeo; Marcello Maffezzoni; Raffaele Bruno; Marco Vecchia; Marta Colaneri; Serena Ludovisi; Yanara Marincevic-Zuniga; Jessica Nordlund; Tomas Luther; Anders Larsson; Katja Hanslin Anna Gradin; Sarah Galien; Sara Bulow Anderberg; Jacob Rosén; Sten Rubertsson; Hugo Zeberg; Robert Frithiof; Miklós Lipcsey; Michael Hultström; Sara Clohisey Peter Horby; Johnny Millar; Julian Knight; Hugh Montgomery; David Maslove; Lowell Ling; Alistair Nichol; Charlotte Summers; Tim Walsh; Charles Hinds; Malcolm G. Semple; Peter J. M. Openshaw; Manu Shankar-Hari; Antonia Ho; Danny McAuley; Chris Ponting; Kathy Rowan; J. Kenneth Baillie; Fiona Griffiths; Wilna Oosthuyzen; Jen Meikle; Paul Finernan; James Furniss; Ellie Mcmaster; Andy Law; Sara Clohisey; J. Kenneth Baillie; Trevor Paterson; Tony Wackett; Ruth Armstrong; Lee Murphy; Angie Fawkes; Richard Clark; Audrey Coutts; Lorna Donnelly; Tammy Gilchrist; Katarzyna Hafezi; Louise Macgillivray; Alan Maclean; Sarah McCafferty; Kirstie Morrice; Jane Weaver; Ceilia Boz; Ailsa Golightly; Mari Ward; Hanning Mal; Helen Szoor-McElhinney; Adam Brown; Ross Hendry; Andrew Stenhouse; Louise Cullum; Dawn Law; Sarah Law; Rachel Law; Max Head Fourman; Maaike Swets; Nicky Day; Filip Taneski; Esther Duncan; Marie Zechner; Nicholas Parkinson; Erola Pairo-Castineira; Sara Clohisey; Lucija Klaric; Andrew D. Bretherick; Konrad Rawlik; Dorota Pasko; Susan Walker; Nick Parkinson; Max Head Fourman; Clark D. Russell; James Furniss; Anne Richmond; Elvina Gountouna; David Harrison; Bo Wang; Yang Wu; Alison Meynert; Athanasios Kousathanas; Loukas Moutsianas; Zhijian Yang; Ranran Zhai; Chenqing Zheng; Graeme Grimes; Jonathan Millar; Barbara Shih; Marie Zechner; Jian Yang; Xia Shen; Chris P. Ponting; Albert Tenesa; Kathy Rowan; Andrew Law; Veronique Vitart; James F. Wilson; J. Kenneth Baillie; D. Collier; S. Wood; A. Zak; C. Borra; M. Matharu; P. May; Z. Alldis; O. Mitchelmore; R. Bowles; A. Easthorpe; F. Bibi; I. Lancoma-Malcolm; J. Gurasashvili; J. Pheby; J. Shiel; M. Bolton; M. Patel; M. Taylor; O. Zongo; P. Ebano; P. Harding; R. Astin-Chamberlain; Y. Choudhury; A. Cox; D. Kallon; M. Burton; R. Hall; S. Blowes; Z. Prime; J. Biddle; O. Prysyazhna; T. Newman; C. Tierney; J. Kassam; M. Shankar-Hari; M. Ostermann; S. Campos; A. Bociek; R. Lim; N. Grau; T. O. Jones; C. Whitton; M. Marotti; G. Arbane; S. Bonner; K. Hugill; J. Reid; I. Welters; V. Waugh; K. Williams; D. Shaw; J. Fernandez Roman; M. Lopez Martinez; E. Johnson; A. Waite; B. Johnson; O. Hamilton; S. Mulla; M. McPhail; J. Smith; J. K. Baillie; L. Barclay; D. Hope; C. McCulloch; L. McQuillan; S. Clark; J. Singleton; K. Priestley; N. Rea; M. Callaghan; R. Campbell; G. Andrew; L. Marshall; S. McKechnie; P. Hutton; A. Bashyal; N. Davidson; C. Summers; P. Polgarova; K. Stroud; N. Pathan; K. Elston; S. Agrawal; C. Battle; L. Newey; T. Rees; R. Harford; E. Brinkworth; M. Williams; C. Murphy; I. White; M. Croft; N. Bandla; M. Gellamucho; J. Tomlinson; H. Turner; M. Davies; A. Quinn; I. Hussain; C. Thompson; H. Parker; R. Bradley; R. Griffiths; J. Scriven; J. Gill; A. Puxty; S. Cathcart; D. Salutous; L. Turner; K. Duffy; K. Puxty; A. Joseph; R. Herdman-Grant; R. Simms; A. Swain; A. Naranjo; R. Crowe; K. Sollesta; A. Loveridge; D. Baptista; E. Morino; M. Davey; D. Golden; J. Jones; J. Moreno Cuesta; A. Haldeos; D. Bakthavatsalam; R. Vincent; M. Elhassan; K. Xavier; A. Ganesan; D. Purohit; M. Abdelrazik; J. Morgan; L. Akeroyd; S. Bano; D. Warren; M. Bromley; K. Sellick; L. Gurr; B. Wilkinson; V. Nagarajan; P. Szedlak; J. Cupitt; E. Stoddard; L. Benham; S. Preston; N. Slawson; Z. Bradshaw; J. brown; M. Caswell; SMelling; P. Bamford; M. Faulkner; K. Cawley; H. Jeffrey; E. London; H. Sainsbury; I. Nagra; F. Nasir; Ce Dunmore; R. Jones; A. Abraheem; M. Al-Moasseb; R. Girach; C. Brantwood; P. Alexander; J. Bradley-Potts; S. Allen; T. Felton; S. Manna; S. Farnell-Ward; S. Leaver; J. Queiroz; E. Maccacari; D. Dawson; C. Castro Delgado; R. Pepermans Saluzzio; O. Ezeobu; L. Ding; C. Sicat; R. Kanu; G. Durrant; J. Texeira; A. Harrison; T. Samakomva; J. Scriven; H. Willis; B. Hopkins; L. Thrasyvoulou; M. Jackson; A. Zaki; C. Tibke; S. Bennett; W. Woodyatt; A. Kent; E. Goodwin; C. Brandwood; R. Clark; L. Smith; K. Rooney; N. Thomson; N. Rodden; E. Hughes; D. McGlynn; C. Clark; P. Clark; L. Abel; R. Sundaram; L. Gemmell; M. Brett; J. Hornsby; P. MacGoey; R. Price; B. Digby; P. O’Neil; P. McConnell; P. Henderson; S. Henderson; M. Sim; S. Kennedy-Hay; C. McParland; L. Rooney; N. Baxter; D. Pogson; S. Rose; Z. Daly; L. Brimfield; M. K. Phull; M. Hussain; T. Pogreban; L. Rosaroso; E. Salciute L. Grauslyte; D. Brealey; E. Wraith; N. MacCallum; G. Bercades; I. Hass; D. Smyth; A. Reyes; G. Martir; I. D. Clement; K. Webster; C. Hays; A. Gulati; L. Hodgson; M. Margarson; R. Gomez; Y. Baird; Y. Thirlwall; L. Folkes; A. Butler; E. Meadows; S. Moore; D. Raynard; H. Fox; L. Riddles; K. King; S. Kimber; G. Hobden; A. McCarthy; V. Cannons; I. Balagosa; I. Chadbourn; A. Gardner; D. Horner; D. McLaughlanv; B. Charles; N. Proudfoot; T. Marsden; L. Mc Morrow; B. Blackledge; J. Pendlebury; A. Harvey; E. Apetri; C. Basikolo; L. Catlow; R. Doonan; K. Knowles; S. Lee; D. Lomas; C. Lyons; J. Perez; M. Poulaka; M. Slaughter; K. Slevin; M. Taylor; V. Thomas; D. Walker; J. Harris; A. Drummond; R. Tully; J. Dearden; J. Philbin; S. Munt; C. Rishton; G. O’Connor; M. Mulcahy; E. Dobson; J. Cuttler; M. Edward; A. Rose; B. Sloan; S. Buckley; H. Brooke; E. Smithson; R. Charlesworth; R. Sandu; M. Thirumaran; V. Wagstaff; J. Cebrian Suarez; A. Kaliappan; M. Vertue; A. Nicholson; J. Riches; A. Solesbury; L. Kittridge; M. Forsey; G. Maloney; J. Cole; M. Davies; R. Davies; H. Hill; E. Thomas; A. Williams; D. Duffin; B. Player; J. Radhakrishnan; S. Gibson; A. Lyle; F. McNeela; B. Patel; M. Gummadi; G. Sloane; N. Dormand; S. Salmi; Z. Farzad; D. Cristiano; K. Liyanage; V. Thwaites; M. Varghese; M. Meredith; G. Mills; J. Willson; K. Harrington; B. Lenagh; K. Cawthron; S. Masuko; A. Raithatha; K. Bauchmuller; N. Ahmad; J. Barker; Y. Jackson; F. Kibutu; S. Bird; G. Watson; J. Martin; E. Bevan; C. Wrey Brown; D. Trodd; K. English; G. Bell; L. Wilcox; A. Katary; S. Gopal; V. Lake; N. Harris; S. Metherell; E. Radford; J. Scriven; F. Moore; H. Bancroft; J. Daglish; M. Sangombe; M. Carmody; J. Rhodes; M. Bellamy; A. Garg; A. Kuravi; E. Virgilio; P. Ranga; J. Butler; L. Botfield; C. Dexter; J. Fletcher; P. Shanmugasundaram; G. Hambrook; I. Burn; K. Manso; D. Thornton; J. Tebbutt; R. Penn; J. Hulme; S. Hussain; Z. Maqsood; S. Joseph; J. Colley; A. Hayes; C. Ahmed; R. Haque; S. Clamp; R. Kumar; M. Purewal; B. Baines; M. Frise; N. Jacques; H. Coles; J. Caterson; S. Gurung Rai; M. Brunton; E. Tilney; L. Keating; A. Walden; D. Antcliffe; A. Gordon; M. Templeton; R. Rojo; D. Banach; S. Sousa Arias; Z. Fernandez; P. Coghlan; D. Williams; C. Jardine; J. Bewley; K. Sweet; L. Grimmer; R. Johnson; Z. Garland; B. Gumbrill; C. Phillips; L. Ortiz-Ruiz de Gordoa; E. Peasgood; A. Tridente; K. Shuker S. Greer; C. Lynch; C. Pothecary; L. Roche; B. Deacon; K. Turner; J. Singh; G. Sera Howe; P. Paul; M. Gill; I. Wynter; V. Ratnam; S. Shelton; J. Naisbitt; J. Melville; R. Baruah; S. Morrison; A. McGregor; V. Parris; M. Mpelembue; S. Srikaran; C. Dennis; A. Sukha; A. Williams; M. Verlande; K. Holding; K. Riches; C. Downes; C. Swan; A. Rostron; A. Roy; L. Woods; S. Cornell; F. Wakinshaw; B. Creagh-Brown; H. Blackman; A. Salberg; E. Smith; S. Donlon; S. Mtuwa; N. Michalak-Glinska; S. Stone; C. Beazley; V. Pristopan; N. Nikitas; L. Lankester; C. Wells; A. S. Raj; K. Fletcher; R. Khade; G. Tsinaslanidis; M. McMahon; S. Fowler; A. McGregor; T. Coventry; R. Stewart; L. Wren; E. Mwaura; L. Mew; A. Rose; D. Scaletta; F. Williams; K. Inweregbu; A. Nicholson; N. Lancaster; M. Cunningham; A. Daniels; L. Harrison; S. Hope; S. Jones; A. Crew; G. Wray; J. Matthews; R. Crawley; J. Carter; I. Birkinshaw; J. Ingham; Z. Scott; K. Howard; R. Joy; S. Roche; M. Clark; S. Purvis; A. Morrison; D. Strachan; M. Taylor; S. Clements; K. Black; C. Parmar; A. Altabaibeh; K. Simpson; L. Mostoles; K. Gilbert; L. Ma; A. Alvaro; M. Thomas; B. Faulkner; R. Worner; K. Hayes; E. Gendall; H. Blakemore; B. Borislavova; E. Goff; A. Vuylsteke; L. Mwaura; J. Zamikula; L. Garner; A. Mitchell; S. Mepham; L. Cagova; A. Fofano; H. Holcombe; K. Praman; T. Szakmany; A. E. Heron; S. Cherian; S. Cutler; A. Roynon-Reed; G. Randell; K. Convery; K. Stammers D. Fottrell-Gould; L. Hudig; J. Keshet-price; M. Peters; L. O’Neill; S. Ray; H. Belfield; T. McHugh; G. Jones; O. Akinkugbe; A. Tomas; E. Abaleke; E. Beech; H. Meghari; S. Yussuf; A. Bamford; B. Hairsine; E. Dooks; F. Farquhar; S. Packham; H. Bates; C. McParland; L. Armstrong; C. Kaye; A. Allan; J. Medhora; J. Liew; A. Botello; F. Anderson; R. Cusack; H. Golding; K. Prager; T. Williams; S. Leggett; K. Golder; M. Male; O. Jones; K. Criste; M. Marani; V. Anumakonda; V. Amin; K. Karthik; R. Kausar; E. Anastasescu; K. Reid; M. Jacqui; A. Hormis; R. Walker; D. Collier; T. Duncan; A. Uriel; A. Ustianowski; H. T-Michael; M. Bruce; K. Connolly; K. Smith; R. Partridge; D. Griffin; M. McDonald; N. Muchenje; D. Martin; H. Filipe; C. Eastgate; C. Jackson; A. Gratrix; L. Foster; V. Martinson; E. Stones; Caroline Abernathy; P. Parkinson; A. Reed; C. Prendergast; P. Rogers; M. Woodruff; R. Shokkar; S. Kaul; A. Barron; C. Collins; S. Beavis; A. Whileman; K. Dale; J. Hawes; K. Pritchard; R. Gascoyne; L. Stevenson; R. Jha; L. Lim; V. Krishnamurthy; R. Parker; I. Turner-Bone; L. Wilding; A. Reddy; S. Whiteley; E. Wilby; C. Howcroft; A. Aspinwall; S. Charlton; B. Ogg; D. Menzies; R. Pugh; E. Allan; R. Lean; F. Davies; J. Easton; X. Qiu; S. Kumar; K. Darlington; G. Houston; P. O’Brien; T. Geary; J. Allan; A. Meikle; G. Hughes; M. Balasubramaniam; S. Latham; E. McKenna; R. Flanagan; S. Sathe; E. Davies; L. Roche; M. Chablani; A. Kirkby; K. Netherton; S. Archer; B. Yates; C. Ashbrook-Raby; S. Cole; M. Casey; L. Cabrelli; S. Chapman; M. Casey; P. Austin; A. Hutcheon; C. Whyte; C. Almaden-Boyle; N. Pattison; C. Cruz; A. Vochin; H. Kent; A. Thomas; S. Murdoch; B. David; M. Penacerrada; G. Lubimbi; V. Bastion; R. Wulandari; J. Valentine; D. Clarke; A. Serrano-Ruiz; S. Hierons; L. Ramos; C. Demetriou; S. Mitchard; K. White; N. White; S. Pitts; D. Branney; J. Frankham; M. Watters; H. Langton; R. Prout; V. Page; T. Varghes; A. Cowton; A. Kay; K. Potts; M. Birt; M. Kent; A. Wilkinson; E. Jude; V. Turner; H. Savill; J. McCormick; M. Clark; M. Coulding; S. Siddiqui; O. Mercer; H. Rehman; D. Potla; N. Capps; D. Donaldson; J. Jones; H. Button; T. Martin; K. Hard; A. Agasou; L. Tonks; T. Arden; P. Boyle; M. Carnahan; J. Strickley; C. Adams; D. Childs; R. Rikunenko; M. Leigh; M. Breekes; R. Wilcox; A. Bowes; H. Tiveran; F. Hurford; J. Summers; A. Carter; Y. Hussain; L. Ting; A. Javaid; N. Motherwell; H. Moore; H. Millward; S. Jose; N. Schunki; A. Noakes; C. Clulow; G. Sadera; R. Jacob; C. Jones; M. Blunt; Z. Coton; H. Curgenven; S. Mohamed Ally; K. Beaumont; M. Elsaadany; K. Fernandes; I. Ali Mohamed Ali; H. Rangarajan; V. Sarathy; S. Selvanayagam; D. Vedage; M. White; M. Smith; N. Truman; S. Chukkambotla; S. Keith; J. Cockerill-Taylor; J. Ryan-Smith; R. Bolton; P. Springle; J. Dykes; J. Thomas; M. Khan; M. T. Hijazi; E. Massey; G. Croston; H. Reschreiter; J. Camsooksai; S. Patch; S. Jenkins; C. Humphrey; B. Wadams; J. Camsooksai; N. Bhatia; M. Msiska; O. Adanini; B. Attwood; P. Parsons; K. Tatham; S. Jhanji; E. Black; A. Dela Rosa; R. Howle; B. Thomas; T. Bemand; R. Raobaikady; R. Saha; N. Staines; A. Daniel; J. Finn; J. Hutter; P. Doble; C. Shovelton; C. Pawley; T. Kannan; M. Hill; E. Combes; S. Monnery; T. Joefield; M. Popescu; M. Thankachen; M. Oblak; J. Little; S. McIvor; A. Brady; H. Whittle; H. Prady; R. Chan; A. Ahmed; A. Morris; C. Gibson; E. Gordon; S. Keenan; H. Quinn; S. Benyon; S. Marriott; L. Zitter; L. Park; K. Baines; M. Lyons; M. Holland; N. Keenan; M. Young; S. Garrioch; J. Dawson; M. Tolson; B. Scholefield; R. Bi; N. Richardson; N. Schumacher; T. Cosier; G. Millen; A. Higham; K. Simpson; S. Turki; L. Allen; N. Crisp; T. Hazleton; A. Knight; J. Deery; C. Price; S. Turney; S. Tilbey; E. Beranova; D. Wright; L. Georg; S. Twiss; A. Cowton; S. Wadd; K. Postlethwaite; P. Gondo; B. Masunda; A. Kayani; B. Hadebe; J. Whiteside; R. Campbell; N. Clarke; P. Donnison; F. Trim; I. Leadbitter; D. Butcher; S. O’Sullivan; B. Purewal; S. Bell; V. Rivers’; R. O’Leary; J. Birch; E. Collins; S. Anderson; K. Hammerton; E. Andrews; A. Higham; K. Burns; I. Edmond; D. Salutous; A. Todd; J. Donnachie; P. Turner; L. Prentice; L. Symon; N. Runciman; F. Auld; M. Halkes; P. Mercer; L. Thornton; G. Debreceni; J. Wilkins; A. Brown; V. Crickmore; G. Subramanian; R. Marshall; C. Jennings; M. Latif; L. Bunni; M. Spivey; S. Bean; K. Burt; V. Linnett; J. Ritzema; A. Sanderson; W. McCormick; M. Bokhari; R. Kapoor; D. Loader; A. Ayers; W. Harrison; J. North; Z. Belagodu; R. Parasomthy; O. Olufuwa; A. Gherman; B. Fuller; C. Stuart; O. Kelsall; C. Davis; L. Wild; H. Wood; J. Thrush; A. Durie; K. Austin’; K. Archer; P. Anderson; C. Vigurs; C. Thorpe; A. Thomas; E. Knights; N. Boyle; A. Price; A. Kubisz-Pudelko; D. Wood; A. Lewis; S. Board; L. Pippard; J. Perry; K. Beesley; A. Rattray; M. Taylor; E. Lee; L. Lennon; K. Douglas; D. Bell; R. Boyle; L. Glass; M. Nauman Akhtar; K. Dent; D. Potoczna; S. Pearson; E. Horsley; S. Spencer; C. Phillips; D. Mullan; D. Skinner; J. Gaylard; L. Ortiz-Ruizdegordoa; R. Barber; C. Hewitt; A. Hilldrith; S. Shepardson; M. Wills; K. Jackson-Lawrence; A. Gupta; A. Easthope; E. Timlick; C. Gorman; I. Otaha; A. Gales; S. Coetzee; M. Raj; M. Peiu; V. Parris; S. Quaid; E. Watson; K. Elliott; J. Mallinson; B. Chandler; A. Turnbull; A. Quinn; C. Finch; C. Holl; J. Cooper; A. Evans.; W. Khaliq; A. Collins; E. Treus Gude; N. Love; L. van Koutrik; J. Hunt; D. Kaye; E. Fisher; A. Brayne; V. Tuckey; P. Jackson; J. Parkin; D. Brealey; E. Raith; A. Tariq; H. Houlden; A. Tucci; J. Hardy; E. Moncur; J. Highgate; A. Cowley; A. Mitra; R. Stead; T. Behan; C. Burnett; M. Newton; E. Heeney; R. Pollard; J. Hatton; A. Patel; V. Kasipandian; S. Allibone; R. M. Genetu; I. Otahal; L. O’Brien; Z. Omar; E. Perkins; K. Davies; D. Tetla; C. Pothecary; B. Deacon; B. Shelley; V. Irvine; S. Williams; P. Williams; J. Birch; J. Goodsell; R. Tutton; L. Bough; B. Winter-Goodwin; R. Kitson; J. Pinnell; A. Wilson; T. Nortcliffe; T. Wood; M. Home; K. Holdroyd; M. Robinson; R. Shaw; J. Greig; M. Brady; A. Haigh; L. Matupe; M. Usher; S. Mellor; S. Dale; L. Gledhill; L. Shaw; G. Turner; D. Kelly; B. Anwar; H. Riley; H. Sturgeon; A. Ali; L. Thomis; D. Melia; A. Dance; K. Hanson; S. Humphreys; I. Frost; V. Gopal; J. Godden; A. Holden; S. Swann; T. Smith; M. Clapham; U. Poultney; R. Harper; P. Rice; W. Khaliq; R. Reece-Anthony; B. Gurung; S. Moultrie; M. Odam; A. Mayer; A. Bellini; A. Pickard; J. Bryant; N. Roe; J. Sowter; D. Butcher; K. Lang; J. Taylor; P. Barry; M. Hobrok; H. Tench; R. Wolf-Roberts; H. McGuinness; R. Loosley; D. Hawcutt; L. Rad; L. O’Malley; P. Saunderson; G. Seddon; T. Anderson; N. Rogers; J. Ruddy; M. Harkins; M. Taylor; C. Beith; A. McAlpine; L. Ferguson; P. Grant; S. MacFadyen; M. McLaughlin; T. Baird; S. Rundell; L. Glass; B. Welsh; R. Hamill; F. Fisher; T. Smith; J. Gregory; A. Brown; Axel Schmidt; Kerstin U. Ludwig; Selina Rolker; Markus M. Nöthen; Julia Fazaal; Verena Keitel; Björn Jensen; Torsten Feldt; Lisa Knopp; Julia Schröder; Carlo Maj; Fabian Brand; Marc M. Berger; Thorsten Brenner; Anke Hinney; Oliver Witzke; Robert Bals; Christian Herr; Nicole Ludwig; Jörn Walter; Jochen Schneider; Johanna Erber; Christoph D. Spinner; Clemens M. Wendtner; Christof Winter; Ulrike Protzer; Nicolas Casadei; Stephan Ossowski; Olaf H. Riess; Eva C. Schulte; J. Brent Richards; Guillaume Butler-Laporte; Mirosław Kwasniewski; Urszula Korotko; Karolina Chwialkowska; Magdalena Niemira; Jerzy Jaroszewicz; Barbara Sobala-Szczygiel; Beata Puzanowska; Anna Parfieniuk-Kowerda; Diana Martonik; Anna Moniuszko-Malinowska; Sławomir Pancewicz; Dorota Zarębska-Michaluk; Krzysztof Simon; Monika Pazgan-Simon; Iwona Mozer-Lisewska; Maciej Bura; Agnieszka Adamek; Krzysztof Tomasiewicz Małgorzata Pawłowska; Anna Piekarska; Aleksandra Berkan-Kawinska; Andrzej Horban; Justyna Kowalska; Regina Podlasin; Piotr Wasilewski; Arsalin Azzadin; Miroslaw Czuczwar; Slawomir Czaban; Paweł Olszewski; Jacek Bogocz; Magdalena Ochab; Anna Kruk; Sandra Uszok; Agnieszka Bielska; Anna Szałkowska; Justyna Raczkowska; Gabriela Sokołowska; Joanna Chorostowska-Wynimko; Aleksandra Jezela-Stanek; Adriana Roży; Urszula Lechowicz; Urszula Polowianiuk; Kamil Grubczak; Aleksandra Starosz; Andrzej Eljaszewicz; Wiktoria Izdebska; Adam Krętowski; Robert Flisiak; Marcin Moniuszko, Malak Abedalthaga Alaamery; Salam Massadeh; Mohamed Fawzy; Hadeel AlBardis; Nora Aljawini; Moneera Alsuwailm; Faisal Almalki; Serghei Mangul; Junghyun Jung; Hamdi Mbarek; Chadi Saad; Yaser Al-Sarraj; Wadha Al-Muftah; Radja Badji; Asma Al Thani; Said I. Ismail; Francesca Mari; Alessandra Renieri; Simone Furini
The combined impact of common and rare exonic variants in COVID-19 host genetics is currently insufficiently understood. Here, common and rare variants from whole-exome sequencing data of about 4000 SARS-CoV-2-positive individuals were used to define an interpretable machine-learning model for predicting COVID-19 severity. First, variants were converted into separate sets of Boolean features, depending on the absence or the pr...