PMID- 37975479 OWN - NLM STAT- MEDLINE DCOM- 20240111 LR - 20240327 IS - 1365-2656 (Electronic) IS - 0021-8790 (Linking) VI - 93 IP - 1 DP - 2024 Jan TI - Climate-associated variation in the drivers of benthic macroinvertebrate species-area relationships across shallow freshwater lakes. PG - 57-70 LID - 10.1111/1365-2656.14028 [doi] AB - The island species-area relationship (ISAR) describes how species richness increases with increasing area of a given island or island-like habitat, such as freshwater lakes. While the ISAR is one of the most common phenomena observed in ecology, there is variation in both the form of the relationship and its underlying mechanisms. We compiled a global data set of benthic macroinvertebrates from 524 shallow freshwater lakes, ranging from 1 to 293,300 ha in area. We used individual-based rarefaction to determine the degree to which ISAR was influenced by mechanisms other than passive sampling (larger islands passively sample more individuals from the regional pool and, therefore, have more species than smaller islands), which would bias results away from expected relationships between rarefied species richness (and other measures that capture relative abundances) and lake area. We also examined how climate may alter the shape of the ISARs. We found that both rarefied species richness (the number of species standardized by area or number of individuals) and a measure of evenness emphasizing common species exhibit shallow slopes in relationships with lake area, suggesting that the expected ISARs in these lakes most likely result from passive sampling. While there was considerable variation among ISARs across the investigated lakes, we found an overall positive rarefied ISAR for lakes in warm (i.e. tropical/subtropical) regions (n = 195), and in contrast, an overall negative rarefied ISAR in cool (i.e. north temperate) lakes (n = 329). This suggested that mechanisms beyond passive sampling (e.g. colonization-extinction dynamics and/or heterogeneity) were more likely to operate in warm lakes. One possible reason for this difference is that the area-dependent intensity of fish predation, which can lead to flatter ISARs, is weaker in warmer relative to cooler lakes. Our study illustrates the importance of understanding both the pattern and potential processes underlying the ISARs of freshwater lakes in different climatic regions. Furthermore, it provides a baseline for understanding how further changes to the ecosystem (i.e. in lake area or climate) might influence biodiversity patterns. CI - (c) 2023 The Authors. Journal of Animal Ecology (c) 2023 British Ecological Society. FAU - He, Hu AU - He H AUID- ORCID: 0000-0002-7198-8496 AD - Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China. AD - School of Civil Engineering and Architecture, Chuzhou University, Chuzhou, China. FAU - Li, Yan AU - Li Y AD - Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, China. FAU - Peng, Kai AU - Peng K AD - Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China. FAU - Zhang, You AU - Zhang Y AD - Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China. FAU - Rutter, Robert P AU - Rutter RP AD - Macroinvertebrate Identification Services, Port Charlotte, Florida, USA. FAU - Jyvasjarvi, Jussi AU - Jyvasjarvi J AUID- ORCID: 0000-0003-3886-7024 AD - Ecology and Genetics Research Unit, University of Oulu, Oulu, Finland. FAU - Hamalainen, Heikki AU - Hamalainen H AUID- ORCID: 0000-0002-6856-1221 AD - Department of Biological and Environmental Science, University of Jyvaskyla, Jyvaskyla, Finland. FAU - Kelly, David AU - Kelly D AD - Cawthron Institute, Nelson, New Zealand. FAU - Chase, Jonathan M AU - Chase JM AUID- ORCID: 0000-0001-5580-4303 AD - German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany. AD - Institute of Computer Science, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany. FAU - Ntislidou, Chrysoula AU - Ntislidou C AD - Department of Zoology, School of Biology, Aristotle University of Thessaloniki, Thessaloniki, Greece. FAU - Loskutova, Olga AU - Loskutova O AD - Komi Scientific Center, Institute of Biology, Ural Branch of the Russian Academy of Sciences, Syktyvkar, Russian Federation. FAU - Alcocer, Javier AU - Alcocer J AUID- ORCID: 0000-0002-0535-7936 AD - Grupo de Investigacion en Limnologia Tropical, FES Iztacala, Universidad Nacional Autonoma de Mexico, Tlalnepantla, Mexico. FAU - Jovem-Azevedo, Daniele AU - Jovem-Azevedo D AD - Instituto Federal do Sertao Pernambucano, Floresta, Brazil. FAU - Molozzi, Joseline AU - Molozzi J AD - Universidade Estadual da Paraiba, Programa de Pos-graduacao em Ecologia e Conservacao, Universidade Estadual da Paraiba, Campina Grande, Paraiba, Brazil. FAU - Wang, Jianjun AU - Wang J AUID- ORCID: 0000-0001-7039-7136 AD - Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China. FAU - Zhang, Min AU - Zhang M AUID- ORCID: 0000-0002-8130-5214 AD - Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China. FAU - Li, Kuanyi AU - Li K AD - Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China. FAU - Liu, Zhengwen AU - Liu Z AD - Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China. AD - Sino-Danish Centre for Education and Research, University of Chinese Academy of Sciences, Beijing, China. AD - Department of Ecology and Institute of Hydrobiology, Jinan University, Guangzhou, China. FAU - Johansson, Liselotte S AU - Johansson LS AD - Sino-Danish Centre for Education and Research, University of Chinese Academy of Sciences, Beijing, China. AD - Department of Ecoscience, Aarhus University, Aarhus, Denmark. FAU - Sondergaard, Martin AU - Sondergaard M AD - Sino-Danish Centre for Education and Research, University of Chinese Academy of Sciences, Beijing, China. AD - Department of Ecoscience, Aarhus University, Aarhus, Denmark. FAU - Cai, Yongjiu AU - Cai Y AUID- ORCID: 0000-0002-3560-3798 AD - Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, China. FAU - Wang, Haijun AU - Wang H AD - Institute for Ecological Research and Pollution Control of Plateau Lakes, School of Ecology and Environmental Science, Yunnan University, Kunming, China. FAU - Jeppesen, Erik AU - Jeppesen E AUID- ORCID: 0000-0002-0542-369X AD - Sino-Danish Centre for Education and Research, University of Chinese Academy of Sciences, Beijing, China. AD - Department of Ecoscience, Aarhus University, Aarhus, Denmark. AD - Institute for Ecological Research and Pollution Control of Plateau Lakes, School of Ecology and Environmental Science, Yunnan University, Kunming, China. AD - Limnology Laboratory, Department of Biological Sciences and Centre for Ecosystem Research and Implementation, Middle East Technical University, Ankara, Turkiye. LA - eng SI - Dryad/10.5061/dryad.8pk0p2nv3 GR - 32330068/National Science Foundation of China/ GR - 32371629/National Science Foundation of China/ GR - 31930074/National Science Foundation of China/ GR - 31971473/National Science Foundation of China/ GR - 20232ACB215006/Jiangxi Provincial Natural Science Foundation/ GR - 202548816/German Research Foundation/ GR - FZT 118/German Research Foundation/ GR - 122040600025-2/State Task of the IB FRC Komi SC UB RAS/ GR - Poul Due Jensen Foundation/ GR - 446721/2014-0/CNPq/MCTI/ GR - 118C250/Tubitak Program BIDEB 2232/ GR - IV200122/DGAPA/UNAM/ GR - PAPIIT IV200319/DGAPA/UNAM/ PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20231117 PL - England TA - J Anim Ecol JT - The Journal of animal ecology JID - 0376574 SB - IM MH - Animals MH - *Ecosystem MH - *Biodiversity MH - Lakes MH - Fishes MH - Ecology OTO - NOTNLM OT - biodiversity OT - fish predation OT - island biogeography OT - metacommunity process OT - passive sampling OT - rarefied species richness EDAT- 2023/11/17 15:27 MHDA- 2024/01/11 07:41 CRDT- 2023/11/17 06:53 PHST- 2023/02/19 00:00 [received] PHST- 2023/10/03 00:00 [accepted] PHST- 2024/01/11 07:41 [medline] PHST- 2023/11/17 15:27 [pubmed] PHST- 2023/11/17 06:53 [entrez] AID - 10.1111/1365-2656.14028 [doi] PST - ppublish SO - J Anim Ecol. 2024 Jan;93(1):57-70. doi: 10.1111/1365-2656.14028. Epub 2023 Nov 17.