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Mankin RW, Jetter E, Rohde B, Yasir M. Performance of a Low-Cost Acoustic Insect Detector System with Sitophilus oryzae (Coleoptera: Curculionidae) in Stored Grain and Tribolium castaneum (Coleoptera: Tenebrionidae) in Flour. JOURNAL OF ECONOMIC ENTOMOLOGY 2020; 113:3004-3010. [PMID: 32965472 DOI: 10.1093/jee/toaa203] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Indexed: 06/11/2023]
Abstract
Reduction of postharvest losses is gaining increased priority in warm regions where insect infestation may cause rapid deterioration of staple commodities. Acoustic detection can be used to assess the likelihood of insect infestations in bags of grain, flour, and other commodities that are stored in small holdings in developing countries, enabling rapid targeting of treatments. A portable postharvest insect detection system was developed with the goal to provide low-cost capability to acoustically assess infestations in small-scale storage facilities. Electret microphones input pest insect sounds to a 32-bit microcontroller platform that digitized and stored the signals on a digital memory card transferable to a portable laptop computer. The insect sounds then were analyzed by custom-written software that matched their spectra to those of known pests. Infestations of Sitophilus oryzae (L) in 2.6-kg bags could be detected down to densities of 1.9 adults/kg in grain and Tribolium castaneum (Herbst) down to 3.8 adults/kg in flour in laboratory settings. Also, differences in the rates of sounds per insect in treatments with different numbers ranging from 5 to 50 insects suggested that the sound rates of adults of different species at different population densities may be noticeably affected by aggregation pheromones or other behaviorally active semiochemicals. Further testing is needed but previous experience with acoustic detection systems suggests that the prototype has potential for use in small storage facilities where early detection of infestations is difficult to provide.
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Affiliation(s)
- R W Mankin
- United States Department of Agriculture, Agricultural Research Service Center for Medical, Agricultural and Veterinary Entomology (CMAVE), Gainesville, FL
| | - E Jetter
- Department of Public Health, University of Florida, Gainesville, FL
| | - B Rohde
- Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL
| | - M Yasir
- Department of Entomology, University of Agriculture, Faisalabad, Pakistan
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Wang Q, Feng J, Han F, Wu W, Gao S. Analysis and prediction of grain temperature from air temperature to ensure the safety of grain storage. INTERNATIONAL JOURNAL OF FOOD PROPERTIES 2020. [DOI: 10.1080/10942912.2020.1792922] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Qiyang Wang
- College of Biological and Agricultural Engineering, Jilin University, Changchun, P. R. China
| | - Jiachang Feng
- College of Biological and Agricultural Engineering, Jilin University, Changchun, P. R. China
| | - Feng Han
- College of Biological and Agricultural Engineering, Jilin University, Changchun, P. R. China
| | - Wenfu Wu
- College of Biological and Agricultural Engineering, Jilin University, Changchun, P. R. China
- Liaoning Province Grain Science Institute, Liaoning Academy of Agricultural Sciences, Shenyang, P. R. China
| | - Shucheng Gao
- Liaoning Province Grain Science Institute, Liaoning Academy of Agricultural Sciences, Shenyang, P. R. China
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Inyang EI, Hix RL, Tsolova V, Rohde BB, Dosunmu O, Mankin RW. Subterranean Acoustic Activity Patterns of Vitacea polistiformis (Lepidoptera: Sesiidae) in Relation to Abiotic and Biotic Factors. INSECTS 2019; 10:insects10090267. [PMID: 31443578 PMCID: PMC6780318 DOI: 10.3390/insects10090267] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 08/17/2019] [Accepted: 08/20/2019] [Indexed: 11/16/2022]
Abstract
Grape root borer (GRB), Vitacea polistiformis, is a root-feeding pest of grapevines in the US southeast that causes underground damage well before vines show visible symptoms. A 269-d study was conducted at 31 sites in a Florida vineyard to record short bursts of insect movement and feeding vibrations in grapevine root systems and provide information that can improve timing and targeting of GRB management efforts. Characteristic spectral and temporal patterns in the subterranean vibrations facilitated discrimination of GRB from background noise and non-targeted arthropods. Infestation likelihood of GRB at each site was estimated from previous studies relating infestation to burst rate. In all, 39% of recordings indicated low infestation likelihood. Sites with medium or high infestation likelihood were confined to a small region of the vineyard where a vine with larval feeding damage was confirmed. The restricted area suggests that the biological control or chemical treatments could be reduced elsewhere. Acoustic activity was significantly greater in fall and winter than in spring, and greater in evening than afternoon; fall evenings seemed best for GRB acoustic surveys. The GRB seasonal and circadian acoustic variation reflected phenological variation in grape root growth and nutrients and was not significantly correlated with temperature.
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Affiliation(s)
- Edidiong I Inyang
- Center for Biological Control, Florida A&M University (FAMU), Tallahassee, FL 32307, USA
| | - Raymond L Hix
- Center for Biological Control, Florida A&M University (FAMU), Tallahassee, FL 32307, USA
| | | | - Barukh B Rohde
- Electrical and Computer Engineering Department, University of Florida, Gainesville, FL 32611, USA
| | - Omotola Dosunmu
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Richard W Mankin
- US Department of Agriculture, Agricultural Research Service, Center for Medical, Agricultural and Veterinary Entomology, Gainesville, FL 32608, USA.
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Stejskal V, Vendl T, Li Z, Aulicky R. Minimal Thermal Requirements for Development and Activity of Stored Product and Food Industry Pests (Acari, Coleoptera, Lepidoptera, Psocoptera, Diptera and Blattodea): A Review. INSECTS 2019; 10:insects10050149. [PMID: 31126156 PMCID: PMC6571962 DOI: 10.3390/insects10050149] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 05/09/2019] [Accepted: 05/20/2019] [Indexed: 02/05/2023]
Abstract
Low temperatures play an important role in arthropods because they affect both the individual and population development of all physiological and behavioural activities. Manipulation with low temperatures is a primary nonchemical pest control method. For stored product and food industry practitioners, a knowledge of pest thermal requirements, in particular threshold temperatures at which development and other activities of a particular pest species cease, is of crucial importance. This review presents summary data regarding the lower temperature thresholds of 121 species of stored product and food industry pests from six arthropod taxa (Acari, Coleoptera, Lepidoptera, Psocoptera, Diptera, and Blattodea). In particular, this review collected and summarized information regarding the lower development thresholds, lower population thresholds, lower acoustic or respiratory thresholds, lower walking and flying thresholds and lower trap capture thresholds for flying and walking arthropods. The average lower development threshold (LDT) differed among orders: the lowest was reported for Acari (6.8 °C) and Diptera (8.1 °C), followed by Lepidoptera (11.3 °C) and Psocoptera (13.8 °C), and the highest was reported for Coleoptera (14 °C) and Blattodea (15 °C). An exclusion-function was established showing the percentage of pest species (n = 112) that were developmentally suppressed (excluded) due to temperatures reaching the LDT in the range of decreasing temperatures from 25 °C to 0 °C. We scaled various temperature thresholds from the lowest to highest temperature as follows: the walking threshold, the trap capture threshold for walking insects, the lower development threshold, lower population threshold, lower flying threshold and the lower trap capture threshold for flying pests. Important pest species were identified for which information regarding the lower temperature threshold is missing, or for which the information is too variable and should be refined in future research.
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Affiliation(s)
- Vaclav Stejskal
- Crop Research Institute, Drnovska 507/73, CZ-16106 Prague 6-Ruzyne, Czech Republic.
| | - Tomas Vendl
- Crop Research Institute, Drnovska 507/73, CZ-16106 Prague 6-Ruzyne, Czech Republic.
| | - Zhiong Li
- Key Laboratory of Ministry of Agriculture for Monitoring and Green Management of Crop Pests, Department of Entomology, College of Plant Protection, China Agricultural University, Beijing 100193, China.
| | - Radek Aulicky
- Crop Research Institute, Drnovska 507/73, CZ-16106 Prague 6-Ruzyne, Czech Republic.
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Njoroge A, Affognon H, Richter U, Hensel O, Rohde B, Chen D, Mankin R. Acoustic, Pitfall Trap, and Visual Surveys of Stored Product Insect Pests in Kenyan Warehouses. INSECTS 2019; 10:insects10040105. [PMID: 31013760 PMCID: PMC6523411 DOI: 10.3390/insects10040105] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 04/04/2019] [Accepted: 04/08/2019] [Indexed: 11/16/2022]
Abstract
Grain production is an important component of food security in Kenya but due to environmental conditions that favor rapid growth of insect populations, farmers and other agricultural stakeholders face ongoing and novel challenges from crop and stored product pest insects. To assist development of methods to reduce economic losses from stored product insect pests in Kenya, acoustic, visual, and pitfall trap surveys were conducted in five grain storage warehouses. Two commercially available acoustic systems successfully detected the pests of greatest economic importance, Sitophilus zeamais (Motschulsky) and Prostephanus truncatus (Horn). Other insects of lesser economic importance also were observed in the visual surveys, including Sitotroga cerealella (Olivier) (Lepidoptera: Gelechiidae), and Tribolium castaneum (Herbst). This study demonstrated that the use of acoustic technology with visual surveys and pitfall traps can help managers to identify and target infestations within their warehouses, enabling them to reduce postharvest losses. With most warehouses being located in relatively noisy urban or peri-urban areas, background noise considerations are being incorporated into the design of future acoustic detectors for stored pest infestations. Kenya must import grain yearly to meet consumption needs; however, if the current yearly postharvest losses of 20-30% in warehouses decreased, import costs could be reduced considerably.
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Affiliation(s)
- Anastasia Njoroge
- Department of Entomology, Purdue University, West Lafayette, IN 47907, USA.
| | - Hippolyte Affognon
- Conseil Quest et Centre Africain pour la Recherche et le Développement Agricoles (CORAF), 7 Avenue Bourguiba, Dakar, BP 48, Dakar RP, Senegal.
| | - Uwe Richter
- Faculty of Agricultural Engineering, University of Kassel, D-37213 Witzenhausen, Germany.
| | - Oliver Hensel
- Faculty of Agricultural Engineering, University of Kassel, D-37213 Witzenhausen, Germany.
| | - Barukh Rohde
- Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA.
| | - Davie Chen
- US Department of Agriculture, Agricultural Research Service, Center for Medical, Agricultural and Veterinary Entomology, Gainesville, FL 32608, USA.
| | - Richard Mankin
- US Department of Agriculture, Agricultural Research Service, Center for Medical, Agricultural and Veterinary Entomology, Gainesville, FL 32608, USA.
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Eliopoulos PA, Potamitis I, Kontodimas DC, Givropoulou EG. Detection of Adult Beetles Inside the Stored Wheat Mass Based on Their Acoustic Emissions. JOURNAL OF ECONOMIC ENTOMOLOGY 2015; 108:2808-2814. [PMID: 26470377 DOI: 10.1093/jee/tov231] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Accepted: 07/14/2015] [Indexed: 06/05/2023]
Abstract
The efficacy of bioacoustics in detecting the presence of adult beetles inside the grain mass was evaluated in the laboratory. A piezoelectric sensor and a portable acoustic emission amplifier connected with a computer were used. Adults of the most common beetle pests of stored wheat have been detected in varying population densities (0.1, 0.5, 1, and 2 adults per kilogram of wheat). The verification of the presence of the insect individuals was achieved through automated signal parameterization and classification. We tried out two different ways to detect impulses: 1) by applying a Hilbert transform on the audio recording and 2) by subtracting a noise estimation of the recording from the spectral content of the recording, thus allowing the frequency content of possible impulses to emerge. Prediction for infestation was rated falsely negative in 60-74%, 48-60%, 0-28%, and 0-4% of the cases when actual population density was 0.1, 0.5, 1, and 2 adults per kilogram, respectively, irrespective of pest species. No significant differences were recorded in positive predictions among different species in almost all cases. The system was very accurate (72-100%) in detecting 1 or 2 insects per kilogram of hard wheat grain, which is the standard threshold for classifying a grain mass "clean" or "infested." Our findings are discussed on the basis of enhancing the use of bioacoustics in stored-product IPM framework.
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Affiliation(s)
- P A Eliopoulos
- Technological Educational Institute of Thessaly, Department of Agricultural Technologists, Larissa 41110, Greece.
| | - I Potamitis
- Technological Educational Institute of Crete, Department of Music Technology and Acoustics, Rethymno 74100, Greece
| | - D Ch Kontodimas
- Benaki Phytopathological Institute, Department of Entomology & Agricultural Zoology, Athens 14561, Greece
| | - E G Givropoulou
- Technological Educational Institute of Thessaly, Department of Agricultural Technologists, Larissa 41110, Greece
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Sönmez E, Gülel A. Effects of different temperatures on the total carbohydrate, lipid and protein amounts of the bean beetle, Acanthoscelides obtectus Say (Coleoptera: Bruchidae). Pak J Biol Sci 2008; 11:1803-8. [PMID: 18817220 DOI: 10.3923/pjbs.2008.1803.1808] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This study investigates the effects of different temperatures on the total carbohydrate, lipid and protein amounts of Acanthoscelides obtectus Say, which is a common cereal pest. Studies have been carried out under laboratory conditions at 20 +/- 2 degrees C, 30 +/- 2 degrees C and 60 +/- 5% relative humidity. No specific photoperiodic regimen has been used throughout the study. Total carbohydrate, protein and lipid amounts for females at 20 degrees C were 61.74, 35.77 and 83.79 microg/individual, respectively, whereas the amounts for males were 34.94, 29.53 and 57.98 microg/individual, respectively. At 30 degrees C, total carbohydrate, protein and lipid amounts for females were 92.00, 42.18 and 83.26 microg/individual, respectively. The amounts at the same temperature for males were 43.34, 34.08 and 52.19 microg/individual, respectively. In both sexes, total carbohydrate and protein amounts at 30 degrees C were higher than those at 20 degrees C whereas this was not true for total lipid amounts.
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Affiliation(s)
- Evrim Sönmez
- Department of Biology, Faculty of Arts and Science, Ondokuz Mayis University, Kurupelit (55139), Samsun, Turkey
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Rajendran S. Detection of insect infestation in stored foods. ADVANCES IN FOOD AND NUTRITION RESEARCH 2005; 49:163-232. [PMID: 15797346 DOI: 10.1016/s1043-4526(05)49005-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Affiliation(s)
- Somiahnadar Rajendran
- Food Protectants and Infestation Control Department, Central Food Technological Research Institute, Mysore, India
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Karunakaran C, Jayas DS, White NDG. X-ray Image Analysis to Detect Infestations Caused by Insects in Grain. Cereal Chem 2003. [DOI: 10.1094/cchem.2003.80.5.553] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- C. Karunakaran
- Department of Biosystems Engineering, University of Manitoba, Winnipeg, MB, Canada, R3T 5V6
| | - D. S. Jayas
- Department of Biosystems Engineering, University of Manitoba, Winnipeg, MB, Canada, R3T 5V6
- Corresponding author. E-mail: . Phone: 204-474-6860. Fax: 204-474-7568
| | - N. D. G. White
- Agriculture and Agri-Food Canada, Cereal Research Centre, Winnipeg, MB, Canada, R3T 2M9
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