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Hardy H, Harte SJ, Hopkins RJ, Mnyone L, Hawkes FM. The influence of manure-based organic fertilisers on the oviposition behaviour of Anopheles arabiensis. Acta Trop 2023:106954. [PMID: 37244404 DOI: 10.1016/j.actatropica.2023.106954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 05/23/2023] [Accepted: 05/24/2023] [Indexed: 05/29/2023]
Abstract
The rice agroecosystem provides suitable breeding habitat for many malaria vector species, and rice-adjacent communities are consequently exposed to a greater malaria transmission risk than non-rice-associated communities. As part of efforts to expand rice production in Africa, sustainable and climate-adapted practices such as the System of Rice Intensification (SRI) are being promoted. SRI encourages the use of organic fertilisers (OFs) such as cow and chicken dung, as opposed to inorganic industrially produced fertilisers, due to their lower resource cost, apparent benefit to the rice agroecosystem and as a means to reduce the greenhouse gas emissions associated with the production of industrial fertilisers. However, the impact of OFs on mosquito fauna is not well documented and may have knock-on consequences on malaria transmission risk. Here, we demonstrate, using dual choice egg count assays, that both cow and chicken dung modulate the oviposition behaviour of Anopheles arabiensis, a major malaria vector in Sub-Saharan Africa. A significantly reduced proportion of eggs were laid in water treated with either cow or chicken dung compared to untreated water, with higher dung concentrations resulting in further reduced proportions. When presented in competition, significantly fewer eggs were laid in water treated with chicken dung than with cow dung. Moreover, there was no evidence of egg retention in any experiment, including in no-choice experiments where only dung-containing dishes were available. These results suggest both cow and chicken dung may act as oviposition deterrents to malaria vector species and that the application of manure-based OFs in rice agriculture may modulate the oviposition behaviour of An. gambiae s.l. within agroecosystems. Quantification of the ammonia present in dung-infused water showed higher concentrations were present in the chicken dung infusion, which may be one contributing factor to the difference in observed deterrence between the two dung types. Deterrence of mosquito oviposition in OF-treated farms may potentially affect the overall production of malaria vectors within rice fields and their contribution to local malaria transmission.
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Affiliation(s)
- Harrison Hardy
- Natural Resources Institute, University of Greenwich, UK..
| | - Steven J Harte
- Natural Resources Institute, University of Greenwich, UK..
| | | | - Ladslaus Mnyone
- Institute of Pest Management, Sokoine University of Agriculture, Tanzania.; Department of Science, Technology and Innovation, Ministry of Education, Science and Technology, Tanzania..
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Hardy H, Hopkins R, Mnyone L, Hawkes FM. Manure and mosquitoes: life history traits of two malaria vector species enhanced by larval exposure to cow dung, whilst chicken dung has a strong negative effect. Parasit Vectors 2022; 15:472. [PMID: 36527072 PMCID: PMC9756494 DOI: 10.1186/s13071-022-05601-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 11/30/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Malaria vectors have a strong ecological association with rice agroecosystems, which can provide abundant aquatic habitats for larval development. Climate-adapted rice cultivation practices, such as the System of Rice Intensification (SRI), are gaining popularity in malaria-endemic countries seeking to expand rice production; however, the potential impact of these practices on vector populations has not been well characterised. In particular, SRI encourages the use of organic fertilisers (OFs), such as animal manures, as low-cost and environmentally friendly alternatives to industrially produced inorganic fertilisers. We therefore set out to understand the effects of two common manure-based OFs on the life history traits of two major African malaria vectors, Anopheles arabiensis and Anopheles gambiae sensu stricto (s.s.). METHODS Larvae of An. arabiensis and An. gambiae s.s. were reared from first instar to emergence in water containing either cow or chicken dung at one of four concentrations (0.25, 0.5, 0.75, and 1.0 g/100 ml), or in a clean water control. Their life history traits were recorded, including survival, development rate, adult production, and adult wing length. RESULTS Exposure to cow dung significantly increased the development rate of An. gambiae s.s. independent of concentration, but did not affect the overall survival and adult production of either species. Chicken dung, however, significantly reduced survival and adult production in both species, with a greater effect as concentration increased. Interestingly, An. arabiensis exhibited a relative tolerance to the lowest chicken dung concentration, in that survival was unaffected and adult production was not reduced to the same extent as in An. gambiae s.s. The effects of chicken dung on development rate were less clear in both species owing to high larval mortality overall, though there was some indication that it may reduce development rate. Adult wing lengths in males and females increased with higher concentrations of both cow and chicken dung. CONCLUSIONS Our findings suggest that manure-based OFs significantly alter the life history traits of An. gambiae s.s. and An. arabiensis. In both species, exposure to cow dung may improve fitness, whereas exposure to chicken dung may reduce it. These findings have implications for understanding vector population dynamics in rice agroecosystems and may inform the use of OFs in SRI, and rice agriculture more widely, to avoid their adverse effects in enhancing vector fitness.
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Affiliation(s)
- Harrison Hardy
- grid.36316.310000 0001 0806 5472Natural Resources Institute, University of Greenwich, London, UK
| | - Richard Hopkins
- grid.36316.310000 0001 0806 5472Natural Resources Institute, University of Greenwich, London, UK
| | - Ladslaus Mnyone
- grid.11887.370000 0000 9428 8105Institute of Pest Management, Sokoine University of Agriculture, Morogoro, Tanzania ,grid.463517.20000 0004 0648 0180Department of Science, Technology and Innovation, Ministry of Education, Science and Technology, Dar Es Salaam, Tanzania
| | - Frances M. Hawkes
- grid.36316.310000 0001 0806 5472Natural Resources Institute, University of Greenwich, London, UK
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Olkeba BK, Goethals PLM, Boets P, Duchateau L, Degefa T, Eba K, Yewhalaw D, Mereta ST. Mesocosm Experiments to Quantify Predation of Mosquito Larvae by Aquatic Predators to Determine Potential of Ecological Control of Malaria Vectors in Ethiopia. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18136904. [PMID: 34199088 PMCID: PMC8296878 DOI: 10.3390/ijerph18136904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Revised: 06/18/2021] [Accepted: 06/21/2021] [Indexed: 11/20/2022]
Abstract
Malaria parasites are transmitted to humans by infectious female Anopheles mosquitoes. Chemical-insecticide-based mosquito control has been successful in reducing the burden of malaria. However, the emergence of insecticide resistance in malaria vectors and concerns about the effect of the chemicals on the environment, human health, and non-target organisms present a need for new or alternative vector control intervention tools. Biocontrol methods using aquatic invertebrate predators have emerged as a potential alternative and additional tool to control mosquito populations. Ecological control specifically makes use of species insights for improving the physical habitat conditions of competitors and predators of vectors. A first step towards this is to gain knowledge on the predation potential of several typically present macroinvertebrates. Hence, this study aimed at (1) examining the influence of the predation of hemipterans on the number of emerging adult mosquitoes and (2) detecting Anopheles mosquito DNA in the gut of those predators. The prey and predators were collected from a range of water bodies located in the Gilgel Gibe watershed, southwest Ethiopia. A semi-field study was carried out using mesocosms which were constructed using plastic containers mimicking the natural aquatic habitat of immature Anopheles mosquitoes. Adult mosquitoes that emerged from the mesocosms were collected using a mechanical aspirator. At the end of the experiment, predators were withdrawn from the mesocosms and identified to genus level. Polymerase Chain Reaction (PCR) was employed to identify sibling species of Anopheles gambiae s.l. and to detect Anopheles mosquito DNA in the gut of the predators. Data were analysed using R software. Giant water bugs (belostomatids) were the most aggressive predators of Anopheles larvae, followed by backswimmers (notonectids) and water boatmen (corixids). All female Anopheles gambiae s.l. emerged from the mesocosms were identified as Anopheles arabiensis. Anopheles arabiensis DNA was detected in the gut content of hemipteran specimens analysed from the three families. The number of the adult mosquitoes emerging from the mesocosms was affected by the presence of predators. The findings of this study provide evidence of the potential use of aquatic macroinvertebrate predators as biocontrol agents against immature Anopheles mosquitoes and their potential to be considered as a component of integrated vector management for insecticide resistance and the combined restoration of aquatic ecosystems via smart ecological engineering.
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Affiliation(s)
- Beekam Kebede Olkeba
- Department of Animal Sciences and Aquatic Ecology, Ghent University, Coupure Links 653, Building F, 9000 Ghent, Belgium; (P.L.M.G.); (P.B.)
- Department of Environmental Health Science and Technology, Jimma University, Jimma P.O. Box 378, Ethiopia; (K.E.); (S.T.M.)
- Department of Environmental Health Science, Hawassa University, Hawassa P.O. Box 1560, Ethiopia
- Correspondence:
| | - Peter L. M. Goethals
- Department of Animal Sciences and Aquatic Ecology, Ghent University, Coupure Links 653, Building F, 9000 Ghent, Belgium; (P.L.M.G.); (P.B.)
| | - Pieter Boets
- Department of Animal Sciences and Aquatic Ecology, Ghent University, Coupure Links 653, Building F, 9000 Ghent, Belgium; (P.L.M.G.); (P.B.)
- Provincial Centre of Environmental Research, Godshuizenlaan 95, 9000 Ghent, Belgium
| | - Luc Duchateau
- Biometrics Research Centre, Faculty of Veterinary Medicine, Ghent University, 9820 Merelbeke, Belgium;
| | - Teshome Degefa
- School of Medical Laboratory Sciences, Jimma University, Jimma P.O. Box 378, Ethiopia; (T.D.); (D.Y.)
| | - Kasahun Eba
- Department of Environmental Health Science and Technology, Jimma University, Jimma P.O. Box 378, Ethiopia; (K.E.); (S.T.M.)
- Biometrics Research Centre, Faculty of Veterinary Medicine, Ghent University, 9820 Merelbeke, Belgium;
| | - Delenasaw Yewhalaw
- School of Medical Laboratory Sciences, Jimma University, Jimma P.O. Box 378, Ethiopia; (T.D.); (D.Y.)
- Tropical and Infectious Diseases Research Center, Jimma University, Jimma P.O. Box 378, Ethiopia
| | - Seid Tiku Mereta
- Department of Environmental Health Science and Technology, Jimma University, Jimma P.O. Box 378, Ethiopia; (K.E.); (S.T.M.)
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Dalal A, Cuthbert RN, Dick JT, Gupta S. Prey preferences of notonectids towards larval mosquitoes across prey ontogeny and search area. PEST MANAGEMENT SCIENCE 2020; 76:609-616. [PMID: 31313450 DOI: 10.1002/ps.5556] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 05/29/2019] [Accepted: 07/14/2019] [Indexed: 05/25/2023]
Abstract
BACKGROUND Predatory biological control agents can be effective natural means of managing pests, vectors and invasive species. However, the strength of predator-prey interactions can be regulated through context-dependencies that often remain unquantified. In particular, refuge effects can influence the efficacy of biological agents towards target species, and such effects are often driven by prey size and search area differences. In this study, we quantify the prey preferences of two predaceous notonectids, Anisops breddini and Anisops sardeus, towards four different aquatic larval instar stages of the medically important mosquito Culex quinquefasciatus across variations in surface area and water depth. RESULTS Consumption rates differed significantly among the four larval sizes but not between the notonectids. Search area variations also elicited differences in consumption rates. Both predators tended to prefer second-instar mosquito prey among surface area and water depth variations, while generally avoiding the largest (fourth instar) and smallest (first instar) prey instar stages. For both predators, differential selectivity traits were emergent across surface area variations and water depth, with refuge effects for small prey generally greatest at intermediate-large depths with high surface areas. We thus demonstrate that predatory impacts of notonectids towards mosquito larvae differ significantly according to prey size, and likely peak at intermediate size classes. CONCLUSION Different mosquito size classes often coexist and compete, selectivity has important implications for adult mosquito proliferations. Further, in ephemeral aquatic habitats where surface areas and water depths are highly variable spatiotemporally, the efficacy of notonectids in controlling mosquito prey may differ substantially. © 2019 Society of Chemical Industry.
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Affiliation(s)
- Arpita Dalal
- Department of Ecology and Environmental Science, Assam University, Silchar, India
| | - Ross N Cuthbert
- Institute for Global Food Security, School of Biological Sciences, Queen's University Belfast, Belfast, UK
| | - Jaimie Ta Dick
- Institute for Global Food Security, School of Biological Sciences, Queen's University Belfast, Belfast, UK
| | - Susmita Gupta
- Department of Ecology and Environmental Science, Assam University, Silchar, India
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Valbon WR, Haddi K, Gutiérrez Y, Cruz FM, Azevedo KEX, Perez Campos JS, Salaro AL, Oliveira EE. Life History Traits and Predatory Performance of Belostoma anurum (Hemiptera: Belostomatidae), a Biological Control Agent of Disease Vector Mosquitoes. NEOTROPICAL ENTOMOLOGY 2019; 48:899-908. [PMID: 31446550 DOI: 10.1007/s13744-019-00710-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Accepted: 07/31/2019] [Indexed: 06/10/2023]
Abstract
Understanding the life cycle and dietary requirements of laboratory-reared insects is critical for optimizing resources (including time) and can provide more reliable ecological basis for using such biological control agents in realistic programs. Here, we evaluated the complete development and the predatory abilities of Belostoma anurum (Herrich-Schäffer, 1848) (Hemiptera: Belostomatidae), an aquatic predator widely distributed in Neotropical region, when reared at different diets. We firstly investigated the predatory performance of B. anurum nymphs upon mosquito larvae (i.e., larvae of Aedes aegypti (Linnaeus, 1758) or Culex sp. (Diptera: Culicidae)) and, second, whether the immature diets (i.e., arthropod-based diet (mosquito larvae and adults of Notonectidae) or vertebrate (fish larvae)-based diet) affect the predatory behavior of B. anurum adults. The B. anurum egg-to-adult developmental time was 85.1 days in an arthropod-based diet. However, when a fish-based diet was offered after nymphs reached 3rd instar, we recorded up to 50% reductions on the B. anurum developmental time. Interestingly, B. anurum adults could live more than 1 year under laboratory conditions, independently of the immature diet regime. Furthermore, the fish diet-experienced B. anurum adults spent less time feeding on fish larvae when compared with adults that never experienced this type of diet. Predatory results revealed that 2nd instar B. anurum were more efficient to catch and consume larvae of A. aegypti than of Culex sp. Collectively, our findings show that B. anurum is long-lived aquatic predators, and demonstrate the impacts of dietary regime on the life history traits and predatory performance of these insects.
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Affiliation(s)
- W R Valbon
- Depto de Entomologia, Univ Federal de Viçosa, Viçosa, MG, 36570-000, Brasil
- Current address: Dept of Entomology, Michigan State Univ, East Lansing, MI, USA
| | - K Haddi
- Depto de Entomologia, Univ Federal de Viçosa, Viçosa, MG, 36570-000, Brasil
- Current address: Depto de Entomologia, Univ Federal de Lavras, Lavras, MG, Brasil
| | - Y Gutiérrez
- Depto de Entomologia, Univ Federal de Viçosa, Viçosa, MG, 36570-000, Brasil
- Institute of Landscape Ecology, Univ of Münster, Münster, Germany
| | - F M Cruz
- Depto de Entomologia, Univ Federal de Viçosa, Viçosa, MG, 36570-000, Brasil
| | - K E X Azevedo
- Depto de Entomologia, Univ Federal de Viçosa, Viçosa, MG, 36570-000, Brasil
| | - J S Perez Campos
- Depto de Entomologia, Univ Federal de Viçosa, Viçosa, MG, 36570-000, Brasil
| | - A L Salaro
- Depto de Biologia Animal, Univ Federal de Viçosa, Viçosa, MG, Brasil
| | - E E Oliveira
- Depto de Entomologia, Univ Federal de Viçosa, Viçosa, MG, 36570-000, Brasil.
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Dalal A, Cuthbert RN, Dick JT, Gupta S. Water depth-dependent notonectid predatory impacts across larval mosquito ontogeny. PEST MANAGEMENT SCIENCE 2019; 75:2610-2617. [PMID: 30729643 DOI: 10.1002/ps.5368] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 02/03/2019] [Accepted: 02/04/2019] [Indexed: 06/09/2023]
Abstract
BACKGROUND Context-dependencies can modulate the strength of predatory interactions and often remain unquantified. In particular, differences in water depth within aquatic systems could influence predator efficiencies towards prey which utilise three-dimensional space through the water column. Differences in prey size could drive prey size-refuge effects, influencing the efficacy of natural enemies towards vector species. We thus quantify the predatory impact of two notonectid predators, Anisops breddini and Anisops sardeus, towards four different larval instars of Culex quinquefasciatus prey across a water depth gradient, using functional responses (FRs). RESULTS Consumption rates differed significantly between the predators, and interspecific differences in responses to variations in water depth were emergent. Both notonectids were able to handle C. quinquefasciatus prey across all instar stages, yet predation rates were generally higher towards early as opposed to late instar prey. Anisops sardeus was most voracious, and differential predation rates of this species were most pronounced in shallow waters. Type II FRs were displayed by notonectids in the majority of treatments; however, Type III FRs were emergent in specific treatment groups, with potential implications for prey population stability. Both capture rates and handling times were often greater at greater depths, and thus maximum feeding rates reduced as depth increased. Our results further demonstrate substantial predatory impacts of notonectid predators towards mosquito, and quantify biotic and abiotic context-dependencies which modulate their impact. CONCLUSION Given notonectids are capable of aerial dispersal between ephemeral aquatic habitats of varied volumes, their promotion in aquatic systems could help reduce proliferations of medically important mosquitoes. © 2019 Society of Chemical Industry.
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Affiliation(s)
- Arpita Dalal
- Department of Ecology and Environmental Science, Assam University, Silchar, India
| | - Ross N Cuthbert
- Institute for Global Food Security, School of Biological Sciences, Queen's University Belfast, Medical Biology Centre, Belfast, UK
| | - Jaimie Ta Dick
- Institute for Global Food Security, School of Biological Sciences, Queen's University Belfast, Medical Biology Centre, Belfast, UK
| | - Susmita Gupta
- Department of Ecology and Environmental Science, Assam University, Silchar, India
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Cuthbert RN, Dalu T, Wasserman RJ, Callaghan A, Weyl OL, Dick JT. Using functional responses to quantify notonectid predatory impacts across increasingly complex environments. ACTA OECOLOGICA-INTERNATIONAL JOURNAL OF ECOLOGY 2019. [DOI: 10.1016/j.actao.2018.11.004] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Younes A, El-Sherief H, Gawish F, Mahmoud M. Biological control of snail hosts transmitting schistosomiasis by the water bug, Sphaerodema urinator. Parasitol Res 2017; 116:1257-1264. [PMID: 28204958 DOI: 10.1007/s00436-017-5402-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2017] [Accepted: 02/03/2017] [Indexed: 01/13/2023]
Abstract
The water bug, Sphaerodema urinator (Hemiptera : Belostomatidae), shares the same habitat of the freshwater snails in ponds, lakes, and streams. Studies conducted in lakes show that fish and crayfish predators play an important role in determining the abundance of freshwater snails. In contrast, shallow ponds and marches often lack fish and crayfish but have abundant insect predators. This study has been carried out to evaluate the predatory potential of S. urinator adult on two freshwater snails that serves as intermediate hosts of Schistosoma. Laboratory evaluation of predation by S. urinator on these intermediate hosts revealed that the adult bug could kill and consume the two intermediate hosts: Bulinus truncatus and Biomphalaria alexandrina. The number of snails consumed differed according to the snail type, size, and density. The times taken for searching and handling times were depending on the snail size, type, and vulnerability of the predator. The predation rate varied also with respect to snail type and density. Prey size is a major factor influencing predator preferences. This study indicated that the predator, S. urinator, may be a suitable bio-control agent in connection with Schistosoma intermediate hosts in the aquatic area.
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Affiliation(s)
- Aly Younes
- Department of Entomology, Faculty of Science, Cairo University, Giza, Egypt.
| | - Hanaa El-Sherief
- Department of Entomology, Faculty of Science, Cairo University, Giza, Egypt
| | - Fathia Gawish
- Department of Medical Malacology, Theodor Bilharz Research Institute, Giza, Egypt
| | - Marwa Mahmoud
- Department of Medical Malacology, Theodor Bilharz Research Institute, Giza, Egypt
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Potential of Hemianax ephippiger (Odonata-Aeshnidae) nymph as predator of Fasciola intermediate host, Lymnaea natalensis. Asian Pac J Trop Biomed 2015. [DOI: 10.1016/j.apjtb.2015.04.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Rapatsa MM, Moyo NAG. An Investigation into the Physico-chemical Factors Affecting the Abundance and Diversity of Aquatic Insects in Organically Manured Aquadams and Their Utilization by Oreochromis mossambicus (Perciformes: Cichlidae). ENVIRONMENTAL ENTOMOLOGY 2015; 44:990-998. [PMID: 26314044 DOI: 10.1093/ee/nvv083] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Accepted: 05/07/2015] [Indexed: 06/04/2023]
Abstract
The interaction between the fish Oreochromis mossambicus (Percifomes: Cichlidae) and aquatic insects after application of chicken, cow, and pig manure was studied in 7,000-liter plastic aquadams. Principal component analysis showed that most of the variation in water quality after application of manure was accounted for by potassium, nitrogen, dissolved oxygen, phosphate, and alkalinity. Canonical correspondence analysis showed that Gyrinidae, Elminidae, Hydrophilidae, Hydraenidae, and Athericidae were associated with high nutrient levels (nitrogen, phosphorus, and potassium) characteristic of the chicken manure. However, the most abundant aquatic insects Gerridae, Notonectidae, and Culicidae were close to the centre of the ordination and not defined by any nutrient gradient. The Shannon-Wiener diversity was highest in the aquadams treated with chicken manure. The most frequently occurring aquatic insects in the diet of O. mossambicus were culicid mosquitoes in all the treatments. However, in the laboratory, Chironomidae were the most preferred because they lacked refuge. Notonectidae and Gerridae were not recorded in the diet of O. mossambicus despite their abundance. This may be because of their anti-predation strategies. Laboratory experiments showed that Notonectidae, Gyrinidae, and Gerridae fed on Chironomidae and Culicidae. This implies that aquatic predatory insects competed for food with O. mossambicus.
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Affiliation(s)
- M M Rapatsa
- Aquaculture Research Unit, School of Agricultural and Environmental Sciences, Faculty of Science and Agriculture, University of Limpopo(Turfloop Campus), Private Bag X1106, Sovenga, 0727, South Africa.
| | - N A G Moyo
- Aquaculture Research Unit, School of Agricultural and Environmental Sciences, Faculty of Science and Agriculture, University of Limpopo(Turfloop Campus), Private Bag X1106, Sovenga, 0727, South Africa
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