1
|
Fraker ME, Sinclair JS, Frank KT, Hood JM, Ludsin SA. Temporal scope influences ecosystem driver-response relationships: A case study of Lake Erie with implications for ecosystem-based management. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 813:152473. [PMID: 34973328 DOI: 10.1016/j.scitotenv.2021.152473] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 12/11/2021] [Accepted: 12/13/2021] [Indexed: 05/26/2023]
Abstract
Understanding environmental driver-response relationships is critical to the implementation of effective ecosystem-based management. Ecosystems are often influenced by multiple drivers that operate on different timescales and may be nonstationary. In turn, contrasting views of ecosystem state and structure could arise depending on the temporal perspective of analysis. Further, assessment of multiple ecosystem components (e.g., biological indicators) may serve to identify different key drivers and connections. To explore how the timescale of analysis and data richness can influence the identification of driver-response relationships within a large, dynamic ecosystem, this study analyzed long-term (1969-2018) data from Lake Erie (USA-Canada). Data were compiled on multiple biological, physical, chemical, and socioeconomic components of the ecosystem to quantify trends and identify potential key drivers during multiple time intervals (20 to 50 years duration), using zooplankton, bird, and fish community metrics as indicators of ecosystem change. Concurrent temporal shifts of many variables occurred during the 1980s, but asynchronous dynamics were evident among indicator taxa. The strengths and rank orders of predictive drivers shifted among intervals and were sometimes taxon-specific. Drivers related to nutrient loading and lake trophic status were consistently strong predictors of temporal patterns for all indicators; however, within the longer intervals, measures of agricultural land use were the strongest predictors, whereas within shorter intervals, the stronger predictors were measures of tributary or in-lake nutrient concentrations. Physical drivers also tended to increase in predictive ability within shorter intervals. The results highlight how the time interval examined can filter influences of lower-frequency, slower drivers and higher-frequency, faster drivers. Understanding ecosystem change in support of ecosystem-based management requires consideration of both the temporal perspective of analysis and the chosen indicators, as both can influence which drivers are identified as most predictive of ecosystem trends at that timescale.
Collapse
Affiliation(s)
- Michael E Fraker
- Cooperative Institute for Great Lakes Research and Michigan Sea Grant, School for Environment and Sustainability, University of Michigan, 4840 S. State, Ann Arbor, MI 48108, USA.
| | - James S Sinclair
- Aquatic Ecology Laboratory, Department of Evolution, Ecology, and Organismal Biology, The Ohio State University, Columbus, OH 43212, USA
| | - Kenneth T Frank
- Bedford Institute of Oceanography, Department of Fisheries and Oceans, Dartmouth, NS B2Y 4A2, Canada
| | - James M Hood
- Aquatic Ecology Laboratory, Department of Evolution, Ecology, and Organismal Biology, The Ohio State University, Columbus, OH 43212, USA; Translational Data Analytics Institute, The Ohio State University, Columbus, OH 43210, USA
| | - Stuart A Ludsin
- Aquatic Ecology Laboratory, Department of Evolution, Ecology, and Organismal Biology, The Ohio State University, Columbus, OH 43212, USA
| |
Collapse
|
2
|
Souza JLP, Fernandes IO, Agosti D, Johnson NF, Baccaro FB. Assessing the efficacy of higher‐taxon approach for ant species surveys to improve biodiversity inventories. Anim Conserv 2021. [DOI: 10.1111/acv.12758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Jorge Luiz Pereira Souza
- Instituto Nacional da Mata Atlântica (INMA) Santa Teresa Espírito Santo Brazil
- Programa de Pós‐Graduação em Zoologia Universidade Federal do Amazonas (UFAM) Manaus Amazonas Brazil
| | | | | | - Norman F. Johnson
- Department of Evolution Ecology & Organismal Biology Director Ohio State University (OSU) Columbus Ohio USA
| | - Fabrício Beggiato Baccaro
- Programa de Pós‐Graduação em Zoologia Universidade Federal do Amazonas (UFAM) Manaus Amazonas Brazil
- Departamento de Biologia Universidade Federal do Amazonas (UFAM) Manaus Amazonas Brazil
| |
Collapse
|
3
|
Polanco F. A, Mutis Martinezguerra M, Marques V, Villa‐Navarro F, Borrero Pérez GH, Cheutin M, Dejean T, Hocdé R, Juhel J, Maire E, Manel S, Spescha M, Valentini A, Mouillot D, Albouy C, Pellissier L. Detecting aquatic and terrestrial biodiversity in a tropical estuary using environmental DNA. Biotropica 2021. [DOI: 10.1111/btp.13009] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Andrea Polanco F.
- Instituto de Investigaciones Marinas y Costeras‐INVEMAR, Santa Marta, Colombia, Programa de Biodiversidad y Ecosistemas MarinosMuseo de Historia Natural Marina de Colombia (MHNMC Santa Marta Colombia)
| | - Maria Mutis Martinezguerra
- Instituto de Investigaciones Marinas y Costeras‐INVEMAR, Santa Marta, Colombia, Programa de Biodiversidad y Ecosistemas MarinosMuseo de Historia Natural Marina de Colombia (MHNMC Santa Marta Colombia)
| | - Virginie Marques
- MARBEC CNRS Ifremer IRD Univ. Montpellier Montpellier France
- CEFE Univ. Montpellier CNRS EPHE‐PSL University IRD Univ. Paul Valéry Montpellier Montpellier France
| | - Francisco Villa‐Navarro
- Grupo de Investigación en Zoología Facultad de Ciencias Universidad del Tolima Ibagué Colombia
| | - Giomar Helena Borrero Pérez
- Instituto de Investigaciones Marinas y Costeras‐INVEMAR, Santa Marta, Colombia, Programa de Biodiversidad y Ecosistemas MarinosMuseo de Historia Natural Marina de Colombia (MHNMC Santa Marta Colombia)
| | - Marie‐Charlotte Cheutin
- CEFE Univ. Montpellier CNRS EPHE‐PSL University IRD Univ. Paul Valéry Montpellier Montpellier France
| | | | - Régis Hocdé
- MARBEC CNRS Ifremer IRD Univ. Montpellier Montpellier France
| | | | - Eva Maire
- MARBEC CNRS Ifremer IRD Univ. Montpellier Montpellier France
- Lancaster Environment Centre Lancaster University Lancaster UK
| | - Stéphanie Manel
- MARBEC CNRS Ifremer IRD Univ. Montpellier Montpellier France
- CEFE Univ. Montpellier CNRS EPHE‐PSL University IRD Univ. Paul Valéry Montpellier Montpellier France
| | - Manuel Spescha
- Landscape Ecology Department of Environmental Systems Science Institute of Terrestrial Ecosystems ETH Zürich Zürich Switzerland
| | | | - David Mouillot
- MARBEC CNRS Ifremer IRD Univ. Montpellier Montpellier France
| | - Camille Albouy
- IFREMER Unité Écologie et Modèles pour l’Halieutique Nantes cedex 3 France
| | - Loïc Pellissier
- Landscape Ecology Department of Environmental Systems Science Institute of Terrestrial Ecosystems ETH Zürich Zürich Switzerland
- Unit of Land Change Science Swiss Federal Institute for Forest, Snow and Landscape Research WSL Birmensdorf Switzerland
| |
Collapse
|
4
|
Benthic Foraminiferal Indices and Environmental Quality Assessment of Transitional Waters: A Review of Current Challenges and Future Research Perspectives. WATER 2021. [DOI: 10.3390/w13141898] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Transitional waters straddle the interface between marine and terrestrial biomes and, among others, include fjords, bays, lagoons, and estuaries. These coastal systems are essential for transport and manufacturing industries and suffer extensive anthropogenic exploitation of their ecosystem services for aquaculture and recreational activities. These activities can have negative effects on the local biota, necessitating investigation and regulation. As a result of this, EcoQS (ecological quality status) assessment has garnered great attention as an essential aspect of governmental bodies’ legislative decision-making process. Assessing EcoQS in transitional water ecosystems is problematic because these systems experience high natural variability and organic enrichment and often lack information about their pre-human impact, baseline, or “pristine” reference conditions, knowledge of which is essential to many commonly used assessment methods. Here, foraminifera can be used as environmental sentinels, providing ecological data such as diversity and sensitivity, which can be used as the basis for EcoQS assessment indices. Fossil shells of foraminifera can also provide a temporal aspect to ecosystem assessment, making it possible to obtain reference conditions from the study site itself. These foraminifera-based indices have been shown to correlate not only with various environmental stressors but also with the most common macrofaunal-based indices currently employed by bodies such as the Water Framework Directive (WFD). In this review, we firstly discuss the development of various foraminifera-based indices and address the challenge of how best to implement these synergistically to understand and regulate human environmental impact, particularly in transitional waters, which have historically suffered disproportionate levels of human impact or are difficult to assess with standard EcoQS methods. Further, we present some case studies to exemplify key issues and discuss potential solutions for those. Such key issues include, for example, the disparate performance of multiple indices applied to the same site and a proper assignment of EcoQS class boundaries (threshold values) for each index. Disparate aptitudes of indices to specific geomorphologic and hydrological regimes can be leveraged via the development of a site characteristics catalogue, which would enable the identification of the most appropriate index to apply, and the integration of multiple indices resulting in more representative EcoQS assessment in heterogenous transitional environments. In addition, the difficulty in assigning threshold values to systems without analogous unimpacted reference sites (a common issue among many transitional waters) can be overcome by recording EcoQS as an ecological quality ratio (EQR). Lastly, we evaluate the current status and future potential of an emerging field, genetic biomonitoring, focusing on how these new techniques can be used to increase the accuracy of EcoQS assessment in transitional systems by supplementing more established morphology-based methods.
Collapse
|
5
|
Bevilacqua S, Anderson MJ, Ugland KI, Somerfield PJ, Terlizzi A. The use of taxonomic relationships among species in applied ecological research: Baseline, steps forward and future challenges. AUSTRAL ECOL 2021. [DOI: 10.1111/aec.13061] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Affiliation(s)
- Stanislao Bevilacqua
- Department of Life Sciences University of Trieste Via Licio Giorgieri, 10 34127 TriesteItaly
- Consorzio Nazionale Interuniversitario per le Scienze del Mare Rome Italy
| | - Marti J. Anderson
- New Zealand Institute for Advanced Study (NZIAS) Massey University Auckland New Zealand
| | - Karl I. Ugland
- Department of Marine Biology University of Oslo Oslo Norway
| | | | - Antonio Terlizzi
- Department of Life Sciences University of Trieste Via Licio Giorgieri, 10 34127 TriesteItaly
- Consorzio Nazionale Interuniversitario per le Scienze del Mare Rome Italy
- Stazione Zoologica Anton Dohrn Naples Italy
| |
Collapse
|
6
|
Ibarrola‐Ulzurrun E, Marcello J, Gonzalo‐Martín C, Martín‐Esquivel JL. Temporal dynamic analysis of a mountain ecosystem based on multi‐source and multi‐scale remote sensing data. Ecosphere 2019. [DOI: 10.1002/ecs2.2708] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Affiliation(s)
- Edurne Ibarrola‐Ulzurrun
- Instituto de Oceanografía y Cambio Global (IOCAG) Universidad de Las Palmas de Gran Canaria (ULPGC) Parque Científico Tecnológico Marino de Taliarte 35214 Telde Las Palmas Spain
| | - Javier Marcello
- Instituto de Oceanografía y Cambio Global (IOCAG) Universidad de Las Palmas de Gran Canaria (ULPGC) Parque Científico Tecnológico Marino de Taliarte 35214 Telde Las Palmas Spain
| | - Consuelo Gonzalo‐Martín
- Department of Computer Architecture and Technology Universidad Politécnica de Madrid (UPM) Campus de Montegancedo Boadilla del Monte 28660 Madrid Spain
| | | |
Collapse
|
7
|
Lennox RJ, Suski CD, Cooke SJ. A macrophysiology approach to watershed science and management. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 626:434-440. [PMID: 29353786 DOI: 10.1016/j.scitotenv.2018.01.069] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2017] [Revised: 01/07/2018] [Accepted: 01/08/2018] [Indexed: 06/07/2023]
Abstract
Freshwaters are among the most imperiled ecosystems on the planet such that much effort is expended on environmental monitoring to support the management of these systems. Many traditional monitoring efforts focus on abiotic characterization of water quantity or quality and/or indices of biotic integrity that focus on higher scale population or community level metrics such as abundance or diversity. However, these indicators may take time to manifest in degraded systems and delay the identification and restoration of these systems. Physiological indicators manifest rapidly and portend oncoming changes in populations that can hasten restoration and facilitate preventative medicine for degraded habitats. Therefore, assessing freshwater ecosystem integrity using physiological indicators of health is a promising tool to improve freshwater monitoring and restoration. Here, we discuss the value of using comparative, longitudinal physiological data collected at a broad spatial (i.e. watershed) scale (i.e. macrophysiology) as a tool for monitoring aquatic ecosystem health within and among local watersheds to develop timely and effective management plans. There are emerging tools and techniques available for rapid, cost-effective, and non-lethal physiological sampling and we discuss how these can be integrated into management using fish as sentinel indicators in freshwater. Although many examples of this approach are relatively recent, we foresee increasing use of macrophysiology in monitoring, and advocate for the development of more standard tools for consistent and reliable assessment.
Collapse
Affiliation(s)
- Robert J Lennox
- Fish Ecology and Conservation Physiology Laboratory, Department of Biology, Carleton University, Ottawa, Ontario K1S 5B6, Canada.
| | - Cory D Suski
- Department of Natural Resources and Environmental Sciences, University of Illinois at Champaign-Urbana, United States
| | - Steven J Cooke
- Fish Ecology and Conservation Physiology Laboratory, Department of Biology, Carleton University, Ottawa, Ontario K1S 5B6, Canada
| |
Collapse
|
8
|
Bevilacqua S, Mistri M, Terlizzi A, Munari C. Assessing the effectiveness of surrogates for species over time: Evidence from decadal monitoring of a Mediterranean transitional water ecosystem. MARINE POLLUTION BULLETIN 2018; 131:507-514. [PMID: 29886976 DOI: 10.1016/j.marpolbul.2018.04.047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 04/06/2018] [Accepted: 04/18/2018] [Indexed: 06/08/2023]
Abstract
The use of higher taxa or alternative approach to species surrogacy, such as the BestAgg procedure, could represent cost-effective solutions to avoid expensive species-level identifications in monitoring activities, especially on the long term. However, whether a set of surrogates would be effective in subsequent reiteration of the same assessment remains largely unsolved. We used a long-term dataset on macro-benthic assemblages to test the hypothesis that family-level and BestAgg surrogates which are effective for a limited period of monitoring could be successfully applied to quantify community patterns also in subsequent monitoring programmes. The effectiveness of surrogates in detecting temporal variations in assemblage structure as at species level remained basically unaffected over a decade. Recognizing once and for all if species surrogacy may have a practical value for monitoring will strongly depend on future assessments of the potential of surrogates to reflect community changes and to retain this prerogative over time.
Collapse
Affiliation(s)
- S Bevilacqua
- Laboratory of Zoology and Marine Biology, Department of Biological and Environmental Sciences and Technologies, University of Salento, 73100 Lecce, Italy; CoNiSMa, Piazzale Flaminio 9, 00196 Roma, Italy.
| | - M Mistri
- Department of Chemical and Pharmaceutical Sciences, University of Ferrara, 44121 Ferrara, Italy
| | - A Terlizzi
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy; Stazione Zoologica Anton Dohrn, 80121 Napoli, Italy; CoNiSMa, Piazzale Flaminio 9, 00196 Roma, Italy
| | - C Munari
- Department of Chemical and Pharmaceutical Sciences, University of Ferrara, 44121 Ferrara, Italy
| |
Collapse
|
9
|
Laroche O, Wood SA, Tremblay LA, Ellis JI, Lear G, Pochon X. A cross-taxa study using environmental DNA/RNA metabarcoding to measure biological impacts of offshore oil and gas drilling and production operations. MARINE POLLUTION BULLETIN 2018; 127:97-107. [PMID: 29475721 DOI: 10.1016/j.marpolbul.2017.11.042] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Revised: 11/16/2017] [Accepted: 11/20/2017] [Indexed: 06/08/2023]
Abstract
Standardized ecosystem-based monitoring surveys are critical for providing information on marine ecosystem health. Environmental DNA/RNA (eDNA/eRNA) metabarcoding may facilitate such surveys by quickly and effectively characterizing multi-trophic levels. In this study, we assessed the suitability of eDNA/eRNA metabarcoding to evaluate changes in benthic assemblages of bacteria, Foraminifera and other eukaryotes along transects at three offshore oil and gas (O&G) drilling and production sites, and compared these to morphologically characterized macro-faunal assemblages. Bacterial communities were the most responsive to O&G activities, followed by Foraminifera, and macro-fauna (the latter assessed by morphology). The molecular approach enabled detection of hydrocarbon degrading taxa such as the bacteria Alcanivorax and Microbulbifer at petroleum impacted stations. Most identified indicator taxa, notably among macro-fauna, were highly specific to site conditions. Based on our results we suggest that eDNA/eRNA metabarcoding can be used as a stand-alone method for biodiversity assessment or as a complement to morphology-based monitoring approaches.
Collapse
Affiliation(s)
- Olivier Laroche
- Coastal and Freshwater Group, Cawthron Institute, Private Bag 2, Nelson 7042, New Zealand; School of Biological Sciences, University of Auckland, Private Bag 349, Warkworth 0941, New Zealand.
| | - Susanna A Wood
- Coastal and Freshwater Group, Cawthron Institute, Private Bag 2, Nelson 7042, New Zealand; Environmental Research Institute, The University of Waikato, Private Bag 3105, Hamilton 3240, New Zealand
| | - Louis A Tremblay
- Coastal and Freshwater Group, Cawthron Institute, Private Bag 2, Nelson 7042, New Zealand; School of Biological Sciences, University of Auckland, Private Bag 349, Warkworth 0941, New Zealand
| | - Joanne I Ellis
- King Abdullah University of Science and Technology (KAUST), Red Sea Research Centre, Thuwal 23955-6900, Saudi Arabia
| | - Gavin Lear
- School of Biological Sciences, University of Auckland, Private Bag 349, Warkworth 0941, New Zealand
| | - Xavier Pochon
- Coastal and Freshwater Group, Cawthron Institute, Private Bag 2, Nelson 7042, New Zealand; Institute of Marine Science, University of Auckland, Private Bag 349, Warkworth 0941, New Zealand
| |
Collapse
|
10
|
Mueller M, Pander J, Knott J, Geist J. Comparison of nine different methods to assess fish communities in lentic flood-plain habitats. JOURNAL OF FISH BIOLOGY 2017; 91:144-174. [PMID: 28542802 DOI: 10.1111/jfb.13333] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Accepted: 04/12/2017] [Indexed: 06/07/2023]
Abstract
This study compares the effectiveness and representativeness of electrofishing, snorkelling, seining, baited lift netting, multi-mesh gillnetting, baited fish traps, fyke netting, angling and longline fishing, considering three typical lentic flood-plain habitats at different times of day. Electrofishing was by far the most effective method yielding highest species richness, species trait representation and catch per unit of effort (CPUE), followed by seining. For single species like dace Leuciscus leuciscus, European ruffe Gymnocephalus cernua, common bream Abramis brama and silver bream Blicca bjoerkna, seining was more effective than electrofishing. With both methods, some species were more consistently caught during night, dusk or dawn than during daylight. All other methods tested cannot be generally recommended for fish community assessments in shallow backwaters due to their low representativeness of species inventory and generally low CPUE. Based on these results, electrofishing of 30 m transect replicates at different times of day for monitoring the fish community in shallow backwaters, can be recommended, enabling the maximum possible comparability to adjacent river habitats. Seining should be considered as an alternative if accessibility of habitats is restricted or electrofishing is prohibited. The 25 species detected in the backwaters also suggest that these habitats contribute a large proportion of fish diversity and should be included in standard assessments of river ecological status.
Collapse
Affiliation(s)
- M Mueller
- Aquatic Systems Biology Unit, Department of Ecology and Ecosystem Management, Technical University of Munich, Mühlenweg 22, D-85350, Freising, Germany
| | - J Pander
- Aquatic Systems Biology Unit, Department of Ecology and Ecosystem Management, Technical University of Munich, Mühlenweg 22, D-85350, Freising, Germany
| | - J Knott
- Aquatic Systems Biology Unit, Department of Ecology and Ecosystem Management, Technical University of Munich, Mühlenweg 22, D-85350, Freising, Germany
| | - J Geist
- Aquatic Systems Biology Unit, Department of Ecology and Ecosystem Management, Technical University of Munich, Mühlenweg 22, D-85350, Freising, Germany
| |
Collapse
|
11
|
Connecting Earth observation to high-throughput biodiversity data. Nat Ecol Evol 2017; 1:176. [PMID: 28812589 DOI: 10.1038/s41559-017-0176] [Citation(s) in RCA: 84] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2016] [Accepted: 04/26/2017] [Indexed: 01/26/2023]
Abstract
Understandably, given the fast pace of biodiversity loss, there is much interest in using Earth observation technology to track biodiversity, ecosystem functions and ecosystem services. However, because most biodiversity is invisible to Earth observation, indicators based on Earth observation could be misleading and reduce the effectiveness of nature conservation and even unintentionally decrease conservation effort. We describe an approach that combines automated recording devices, high-throughput DNA sequencing and modern ecological modelling to extract much more of the information available in Earth observation data. This approach is achievable now, offering efficient and near-real-time monitoring of management impacts on biodiversity and its functions and services.
Collapse
|
12
|
Monitoring, Restoration, and Source Water Protection: Canadian Community-Based Environmental Organizations’ Efforts towards Improving Aquatic Ecosystem Health. WATER 2017. [DOI: 10.3390/w9030212] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
13
|
A Rapid Physical Habitat Assessment of Wadeable Streams for Mixed-Land-Use Watersheds. HYDROLOGY 2016. [DOI: 10.3390/hydrology3040037] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|