Abstract

Freshwater macroinvertebrates are a diverse group and play key ecological roles, including accelerating nutrient cycling, filtering water, controlling primary producers, and providing food for predators. Their differences in tolerances and short generation times manifest in rapid community responses to change. Macroinvertebrate community composition is an indicator of water quality. In Europe, efforts to improve water quality following environmental legislation, primarily starting in the 1980s, may have driven a recovery of macroinvertebrate communities. Towards understanding temporal and spatial variation of these organisms, we compiled the TREAM dataset (Time seRies of European freshwAter Macroinvertebrates), consisting of macroinvertebrate community time series from 1,816 river and stream sites (mean length of 19.2 years and 14.9 sampling years) of 22 European countries sampled between 1968 and 2020. In total, the data include >93 million sampled individuals of 2,648 taxa from 959 genera and 212 families. These data can be used to test questions ranging from identifying drivers of the population dynamics of specific taxa to assessing the success of legislative and management restoration efforts.

Details

Title
Time series of freshwater macroinvertebrate abundances and site characteristics of European streams and rivers
Author
Welti, Ellen A. R. 1   VIAFID ORCID Logo  ; Bowler, Diana E. 2 ; Sinclair, James S. 3 ; Altermatt, Florian 4   VIAFID ORCID Logo  ; Álvarez-Cabria, Mario 5 ; Amatulli, Giuseppe 6 ; Angeler, David G. 7 ; Archambaud, Gaït 8   VIAFID ORCID Logo  ; Arrate Jorrín, Iñaki 9 ; Aspin, Thomas 10 ; Azpiroz, Iker 11 ; Baker, Nathan Jay 12 ; Bañares, Iñaki 13 ; Barquín Ortiz, José 5 ; Bodin, Christian L. 14 ; Bonacina, Luca 15 ; Bonada, Núria 16   VIAFID ORCID Logo  ; Bottarin, Roberta 17   VIAFID ORCID Logo  ; Cañedo-Argüelles, Miguel 18   VIAFID ORCID Logo  ; Csabai, Zoltán 19 ; Datry, Thibault 20   VIAFID ORCID Logo  ; de Eyto, Elvira 21   VIAFID ORCID Logo  ; Dohet, Alain 22   VIAFID ORCID Logo  ; Domisch, Sami 23   VIAFID ORCID Logo  ; Dörflinger, Gerald 24   VIAFID ORCID Logo  ; Drohan, Emma 25 ; Eikland, Knut A. 26   VIAFID ORCID Logo  ; England, Judy 10 ; Eriksen, Tor E. 27 ; Evtimova, Vesela 28 ; Feio, Maria J. 29 ; Ferréol, Martial 20 ; Floury, Mathieu 30 ; Forcellini, Maxence 20 ; Forio, Marie Anne Eurie 31   VIAFID ORCID Logo  ; Fornaroli, Riccardo 15 ; Friberg, Nikolai 32 ; Fruget, Jean-François 33 ; Garcia Marquez, Jaime R. 23 ; Georgieva, Galia 28 ; Goethals, Peter 31 ; Graça, Manuel A. S. 29 ; House, Andy 10 ; Huttunen, Kaisa-Leena 34 ; Jensen, Thomas Correll 26 ; Johnson, Richard K. 35   VIAFID ORCID Logo  ; Jones, J. Iwan 36 ; Kiesel, Jens 37 ; Larrañaga, Aitor 38   VIAFID ORCID Logo  ; Leitner, Patrick 39 ; L’Hoste, Lionel 22   VIAFID ORCID Logo  ; Lizée, Marie-Hélène 8 ; Lorenz, Armin W. 40   VIAFID ORCID Logo  ; Maire, Anthony 41   VIAFID ORCID Logo  ; Manzanos Arnaiz, Jesús Alberto 42 ; Mckie, Brendan 35 ; Millán, Andrés 43   VIAFID ORCID Logo  ; Muotka, Timo 44 ; Murphy, John F. 36 ; Ozolins, Davis 45   VIAFID ORCID Logo  ; Paavola, Riku 46 ; Paril, Petr 47   VIAFID ORCID Logo  ; Peñas Silva, Francisco Jesús 5 ; Polasek, Marek 47   VIAFID ORCID Logo  ; Rasmussen, Jes 48 ; Rubio, Manu 49 ; Sánchez Fernández, David 43 ; Sandin, Leonard 26 ; Schäfer, Ralf B. 50   VIAFID ORCID Logo  ; Schmidt-Kloiber, Astrid 39 ; Scotti, Alberto 51 ; Shen, Longzhu Q. 52   VIAFID ORCID Logo  ; Skuja, Agnija 45 ; Stoll, Stefan 53 ; Straka, Michal 54 ; Stubbington, Rachel 55   VIAFID ORCID Logo  ; Timm, Henn 56 ; Tyufekchieva, Violeta G. 28 ; Tziortzis, Iakovos 23   VIAFID ORCID Logo  ; Uzunov, Yordan 28 ; van der Lee, Gea H. 57 ; Vannevel, Rudy 58 ; Varadinova, Emilia 59 ; Várbíró, Gábor 60 ; Velle, Gaute 61   VIAFID ORCID Logo  ; Verdonschot, Piet F. M. 62   VIAFID ORCID Logo  ; Verdonschot, Ralf C. M. 55 ; Vidinova, Yanka 28 ; Wiberg-Larsen, Peter 63 ; Haase, Peter 64   VIAFID ORCID Logo 

 Senckenberg Research Institute and Natural History Museum Frankfurt, Department of River Ecology and Conservation, Gelnhausen, Germany (GRID:grid.462628.c) (ISNI:0000 0001 2184 5457); Smithsonian National Zoo and Conservation Biology Institute, Conservation Ecology Center, Front Royal, USA (GRID:grid.462628.c) (ISNI:0000 0000 8963 8641) 
 German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Department of Ecosystem Services, Leipzig, Germany (GRID:grid.421064.5) (ISNI:0000 0004 7470 3956); Friedrich Schiller University Jena, Institute of Biodiversity, Jena, Germany (GRID:grid.9613.d) (ISNI:0000 0001 1939 2794); Helmholtz Center for Environmental Research - UFZ, Department of Ecosystem Services, Leipzig, Germany (GRID:grid.7492.8) (ISNI:0000 0004 0492 3830) 
 Senckenberg Research Institute and Natural History Museum Frankfurt, Department of River Ecology and Conservation, Gelnhausen, Germany (GRID:grid.462628.c) (ISNI:0000 0001 2184 5457) 
 University of Zurich, Department of Evolutionary Biology and Environmental Studies, Zürich, Switzerland (GRID:grid.7400.3) (ISNI:0000 0004 1937 0650); Eawag: Swiss Federal Institute of Aquatic Science and Technology, Department of Aquatic Ecology, Dübendorf, Switzerland (GRID:grid.418656.8) (ISNI:0000 0001 1551 0562) 
 IHCantabria - Instituto de Hidráulica Ambiental de la Universidad de Cantabria, Santander, Spain (GRID:grid.7821.c) (ISNI:0000 0004 1770 272X) 
 Yale University, School of the Environment, New Haven, USA (GRID:grid.47100.32) (ISNI:0000 0004 1936 8710) 
 Swedish University of Agricultural Sciences, Department of Aquatic Sciences and Assessment, Uppsala, Sweden (GRID:grid.6341.0) (ISNI:0000 0000 8578 2742); Deakin University, IMPACT, the Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia (GRID:grid.1021.2) (ISNI:0000 0001 0526 7079); Brain Capital Alliance, San Francisco, USA (GRID:grid.1021.2); University of Nebraska-Lincoln, School of Natural Resources, Lincoln, USA (GRID:grid.24434.35) (ISNI:0000 0004 1937 0060) 
 RECOVER, INRAE, Aix Marseille Univ, Aix-en-Provence, France (GRID:grid.5399.6) (ISNI:0000 0001 2176 4817) 
 Agencia Vasca del Agua, Vitoria-Gasteiz, Spain (GRID:grid.5399.6) 
10  Environment Agency, Bristol, UK (GRID:grid.2678.b) (ISNI:0000 0001 2338 6557) 
11  Ekolur Asesoría Ambiental SLL, Oiartzun, Spain (GRID:grid.2678.b) 
12  Nature Research Centre, Laboratory of Evolutionary Ecology of Hydrobionts, Vilnius, Lithuania (GRID:grid.435238.b) (ISNI:0000 0004 0522 3211) 
13  Diputación Foral de Gipuzkoa, Departamento de Medio Ambiente y Obras Hidráulicas, Donostia-San Sebastián, Spain (GRID:grid.484077.8) (ISNI:0000 0001 0666 8923) 
14  NORCE Norwegian Research Centre, LFI - The Laboratory for Freshwater Ecology and Inland Fisheries, Bergen, Norway (GRID:grid.509009.5) 
15  University of Milano-Bicocca, Department of Earth and Environmental Sciences - DISAT, Milan, Italy (GRID:grid.7563.7) (ISNI:0000 0001 2174 1754) 
16  University of Barcelona, FEHM-Lab (Freshwater Ecology, Hydrology and Management), Department of Evolutionary Biology, Ecology and Environmental Sciences, Facultat de Biologia, Institut de Recerca de la Biodiversitat (IRBio), Barcelona, Spain (GRID:grid.5841.8) (ISNI:0000 0004 1937 0247) 
17  Institute for Alpine Environment, Eurac Research, Bolzano/Bozen, Italy (GRID:grid.418908.c) (ISNI:0000 0001 1089 6435) 
18  Institute of Environmental Assessment and Water Research (IDAEA), FEHM-Lab, Barcelona, Spain (GRID:grid.420247.7) (ISNI:0000 0004 1762 9198) 
19  HUN-REN Balaton Limnological Research Institute, Tihany, Hungary (GRID:grid.420247.7); University of Pécs, Department of Hydrobiology, Pécs, Hungary (GRID:grid.9679.1) (ISNI:0000 0001 0663 9479) 
20  Centre de Lyon-Villeurbanne, INRAE, UR RiverLy, Villeurbanne, France (GRID:grid.507621.7) 
21  Marine Institute, Fisheries Ecosystems Advisory Services, Newport, Ireland (GRID:grid.6408.a) (ISNI:0000 0004 0516 8160) 
22  Luxembourg Institute of Science and Technology, Environmental Research and Innovation department, Esch-sur-Alzette, Luxembourg (GRID:grid.423669.c) (ISNI:0000 0001 2287 9907) 
23  Leibniz Institute of Freshwater Ecology and Inland Fisheries (IGB), Department Community and Ecosystem Ecology, Berlin, Germany (GRID:grid.419247.d) (ISNI:0000 0001 2108 8097) 
24  Ministry of Agriculture, Rural Development and Environment, Water Development Department, Nicosia, Cyprus (GRID:grid.425788.4) 
25  Dundalk Institute of Technology, Centre for Freshwater and Environmental Studies, Dundalk, Ireland (GRID:grid.418613.9) (ISNI:0000 0004 1756 6094) 
26  Norwegian Institute for Nature Research (NINA), Oslo/Lillehammer, Norway (GRID:grid.420127.2) (ISNI:0000 0001 2107 519X) 
27  Norwegian Institute for Water Research (NIVA Denmark), Copenhagen S, Denmark (GRID:grid.2678.b) 
28  Bulgarian Academy of Sciences, Department of Aquatic Ecosystems, Institute of Biodiversity and Ecosystem Research, Sofia, Bulgaria (GRID:grid.410344.6) (ISNI:0000 0001 2097 3094) 
29  University of Coimbra, Marine and Environmental Sciences Centre, ARNET, Department of Life Sciences, Coimbra, Portugal (GRID:grid.8051.c) (ISNI:0000 0000 9511 4342) 
30  Leibniz Institute of Freshwater Ecology and Inland Fisheries (IGB), Department Community and Ecosystem Ecology, Berlin, Germany (GRID:grid.419247.d) (ISNI:0000 0001 2108 8097); ENTPE, University of Lyon, Université Claude Bernard Lyon 1, CNRS, Villeurbanne, France (GRID:grid.7849.2) (ISNI:0000 0001 2150 7757) 
31  Ghent University, Department of Animal Sciences and Aquatic Ecology, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798) 
32  Norwegian Institute for Water Research (NIVA Denmark), Copenhagen S, Denmark (GRID:grid.7563.7); Freshwater Biological section, University of Copenhagen, Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X); School of Geography, University of Leeds, water@leeds, Leeds, UK (GRID:grid.9909.9) (ISNI:0000 0004 1936 8403) 
33  ARALEP - Ecologie des Eaux Douces, Villeurbanne, France (GRID:grid.9909.9) 
34  University of Oulu, Department of Ecology and Genetics, Oulu, Finland (GRID:grid.10858.34) (ISNI:0000 0001 0941 4873); Finnish Environment Institute, Nature Solutions Unit, Oulu, Finland (GRID:grid.410381.f) (ISNI:0000 0001 1019 1419) 
35  Swedish University of Agricultural Sciences, Department of Aquatic Sciences and Assessment, Uppsala, Sweden (GRID:grid.6341.0) (ISNI:0000 0000 8578 2742) 
36  Queen Mary University of London, School of Biological and Behavioural Sciences, London, UK (GRID:grid.4868.2) (ISNI:0000 0001 2171 1133) 
37  Leibniz Institute of Freshwater Ecology and Inland Fisheries (IGB), Department Community and Ecosystem Ecology, Berlin, Germany (GRID:grid.419247.d) (ISNI:0000 0001 2108 8097); Christian-Albrechts-University Kiel, Institute for Natural Resource Conservation, Department of Hydrology and Water Resources Management, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986) 
38  University of the Basque Country, Department of Plant Biology and Ecology, Leioa, Spain (GRID:grid.11480.3c) (ISNI:0000 0001 2167 1098) 
39  University of Natural Resources and Life Sciences, Department of Water, Atmosphere and Environment, Institute of Hydrobiology and Aquatic Ecosystem Management, Vienna, Austria (GRID:grid.5173.0) (ISNI:0000 0001 2298 5320); Institute of Hydrobiology and Aquatic Ecosystem Management, Department of Water, Atmosphere and Environment, Vienna, Austria (GRID:grid.5173.0) 
40  University of Duisburg-Essen, Faculty of Biology, Essen, Germany (GRID:grid.5718.b) (ISNI:0000 0001 2187 5445) 
41  Laboratoire National d’Hydraulique et Environnement, EDF Recherche et Développement, Chatou, France (GRID:grid.410455.1) (ISNI:0000 0001 2298 5443) 
42  Agencia Vasca del Agua, Vitoria-Gasteiz, Spain (GRID:grid.410455.1) 
43  University of Murcia, Department of Ecology and Hydrology, Murcia, Spain (GRID:grid.10586.3a) (ISNI:0000 0001 2287 8496) 
44  Finnish Environment Institute, Nature Solutions Unit, Oulu, Finland (GRID:grid.410381.f) (ISNI:0000 0001 1019 1419) 
45  University of Latvia, Institute of Biology, Riga, Latvia (GRID:grid.9845.0) (ISNI:0000 0001 0775 3222) 
46  University of Oulu Infrastructure Platform, Oulanka Research Station, Kuusamo, Finland (GRID:grid.10858.34) (ISNI:0000 0001 0941 4873); University of Oulu, Water, Energy and Environmental Engineering Research Unit, Faculty of Technology, Oulu, Finland (GRID:grid.10858.34) (ISNI:0000 0001 0941 4873) 
47  Masaryk University, Department of Botany and Zoology, Faculty of Science, Brno, Czech Republic (GRID:grid.10267.32) (ISNI:0000 0001 2194 0956) 
48  Norwegian Institute for Water Research (NIVA Denmark), Copenhagen S, Denmark (GRID:grid.10267.32) 
49  Ekolur Asesoría Ambiental SLL, Oiartzun, Spain (GRID:grid.10267.32) 
50  Institute of Hydrobiology and Aquatic Ecosystem Management, Department of Water, Atmosphere and Environment, Vienna, Austria (GRID:grid.420127.2); University Alliance Ruhr, Research Center One Health Ruhr, Essen, Germany (GRID:grid.420127.2) 
51  Institute for Alpine Environment, Eurac Research, Bolzano/Bozen, Italy (GRID:grid.418908.c) (ISNI:0000 0001 1089 6435); Heaton Mersey, APEM Ltd, Riverview, A17 - The Embankment Business Park – SK4 3GN, Stockport, UK (GRID:grid.418908.c) 
52  Leibniz Institute of Freshwater Ecology and Inland Fisheries (IGB), Department Community and Ecosystem Ecology, Berlin, Germany (GRID:grid.419247.d) (ISNI:0000 0001 2108 8097); Carnegie Mellon University, Institute for Green Science, Pittsburgh, USA (GRID:grid.147455.6) (ISNI:0000 0001 2097 0344) 
53  University of Duisburg-Essen, Faculty of Biology, Essen, Germany (GRID:grid.5718.b) (ISNI:0000 0001 2187 5445); University of Applied Sciences Trier, Department of Environmental Planning and Technology, Birkenfeld, Germany (GRID:grid.434099.3) (ISNI:0000 0001 0475 0480) 
54  Masaryk University, Department of Botany and Zoology, Faculty of Science, Brno, Czech Republic (GRID:grid.10267.32) (ISNI:0000 0001 2194 0956); p.r.i., T.G. Masaryk Water Research Institute, Brno, Czech Republic (GRID:grid.438481.2) (ISNI:0000 0001 0940 8879) 
55  Nottingham Trent University, School of Science and Technology, Nottingham, UK (GRID:grid.12361.37) (ISNI:0000 0001 0727 0669) 
56  Centre for Limnology, Estonian University of Life Sciences, Chair of Hydrobiology and Fishery, Elva vald, Estonia (GRID:grid.16697.3f) (ISNI:0000 0001 0671 1127) 
57  Wageningen University and Research, Wageningen Environmental Research, Wageningen, Netherlands (GRID:grid.4818.5) (ISNI:0000 0001 0791 5666) 
58  Ghent University, Department of Animal Sciences and Aquatic Ecology, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798); Flanders Environment Agency, Aalst, Belgium (GRID:grid.494118.1) (ISNI:0000 0001 2034 0668) 
59  Bulgarian Academy of Sciences, Department of Aquatic Ecosystems, Institute of Biodiversity and Ecosystem Research, Sofia, Bulgaria (GRID:grid.410344.6) (ISNI:0000 0001 2097 3094); Ecology and Environment Protection, South-West University “Neofit Rilski”, Faculty of Mathematics and Natural Sciences, Department of Geography, Blagoevgrad, Bulgaria (GRID:grid.17041.33) (ISNI:0000 0004 0387 4723) 
60  Institute of Aquatic Ecology, Department of Tisza River Research, HUN-REN Centre for Ecological Research, Debrecen, Hungary (GRID:grid.17041.33) 
61  NORCE Norwegian Research Centre, LFI - The Laboratory for Freshwater Ecology and Inland Fisheries, Bergen, Norway (GRID:grid.509009.5); University of Bergen, Department of Biological Sciences, Bergen, Norway (GRID:grid.7914.b) (ISNI:0000 0004 1936 7443) 
62  Centre for Limnology, Estonian University of Life Sciences, Chair of Hydrobiology and Fishery, Elva vald, Estonia (GRID:grid.16697.3f) (ISNI:0000 0001 0671 1127); University of Amsterdam, Institute for Biodiversity and Ecosystem Dynamics, Amsterdam, Netherlands (GRID:grid.7177.6) (ISNI:0000 0000 8499 2262) 
63  Aarhus University, Department of Ecoscience, Aarhus C, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722) 
64  Senckenberg Research Institute and Natural History Museum Frankfurt, Department of River Ecology and Conservation, Gelnhausen, Germany (GRID:grid.462628.c) (ISNI:0000 0001 2184 5457); University of Duisburg-Essen, Faculty of Biology, Essen, Germany (GRID:grid.5718.b) (ISNI:0000 0001 2187 5445) 
Pages
601
Publication year
2024
Publication date
2024
Publisher
Nature Publishing Group
e-ISSN
20524463
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
3065502863
Copyright
© The Author(s) 2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.