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Jaishi LR, Ding W, Kittelson RA, Tsow F, Xian X. Metal-Organic Frameworks (MOFs)-Based Piezoelectric-Colorimetric Hybrid Sensor for Monitoring Green Leaf Volatiles. ACS Sens 2024. [PMID: 39587870 DOI: 10.1021/acssensors.4c02016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2024]
Abstract
Green leaf volatiles (GLVs) are organic compounds emitted by plants in response to insect attacks, offering early detection potential. Current GLV detection methods like gas chromatography-mass spectroscopy (GC-MS) are costly and complex and lack real-time monitoring capability. There is an unmet need for affordable and portable sensors with high sensitivity to monitor GLVs in real time. In this study, we developed a novel sensor capable of capturing piezoelectric and colorimetric signals for the sensitive and selective detection of 1-hexanol, a well-known green leaf volatile. We used a piezoelectric micro quartz tuning fork (MQTF) as the multifunctional transducer. The MQTF's two prongs were coated with a metal-organic framework (MOF)-thymol blue hybrid sensing material, enabling detection through both color change and resonating frequency shift upon 1-hexanol binding. MOFs offer a high surface area and tunable pore size, which enhance sensor sensitivity and selectivity. The sensor's frequency shift indicates mass change due to 1-hexanol binding to MOFs, while the colorimetric sensing signal relies on thymol blue's reaction with 1-hexanol. Our test results demonstrate the sensor's ability to detect 1-hexanol from 62.5 ppb to 250 ppm with high sensitivity and selectivity when the colorimetric and piezoelectric sensing signals are integrated. Due to its compact size, affordability, easy fabrication, wide detection range, and high sensitivity and selectivity, this colorimetric-piezoelectric sensor could serve as an effective tool for early detection of insect herbivore attacks and timely crop protection strategies.
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Affiliation(s)
- Laxmi Raj Jaishi
- The Department of Electrical Engineering and Computer Science, South Dakota State University, Brookings, South Dakota 57007, United States
| | - Wei Ding
- The Department of Electrical Engineering and Computer Science, South Dakota State University, Brookings, South Dakota 57007, United States
| | - Rick A Kittelson
- The Department of Electrical Engineering and Computer Science, South Dakota State University, Brookings, South Dakota 57007, United States
| | - Francis Tsow
- Center for Bioelectronics and Biosensors, The Biodesign Institute, Arizona State University, Tempe, Arizona 85281, United States
| | - Xiaojun Xian
- The Department of Electrical Engineering and Computer Science, South Dakota State University, Brookings, South Dakota 57007, United States
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2
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Leroy BML, Rabl D, Püls M, Hochrein S, Bae S, Müller J, Hebert PDN, Kuzmina ML, Zakharov EV, Lemme H, Hahn WA, Hilmers T, Jacobs M, Kienlein S, Pretzsch H, Heidrich L, Seibold S, Roth N, Vogel S, Kriegel P, Weisser WW. Trait-mediated responses of caterpillar communities to spongy moth outbreaks and subsequent tebufenozide treatments. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2023; 33:e2890. [PMID: 37212374 DOI: 10.1002/eap.2890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 03/14/2023] [Accepted: 05/17/2023] [Indexed: 05/23/2023]
Abstract
Outbreaks of the spongy moth Lymantria dispar can have devastating impacts on forest resources and ecosystems. Lepidoptera-specific insecticides, such as Bacillus thuringiensis var. kurstaki (BTK) and tebufenozide, are often deployed to prevent heavy defoliation of the forest canopy. While it has been suggested that using BTK poses less risk to non-target Lepidoptera than leaving an outbreak untreated, in situ testing of this assumption has been impeded by methodological challenges. The trade-offs between insecticide use and outbreaks have yet to be addressed for tebufenozide, which is believed to have stronger side effects than BTK. We investigated the short-term trade-offs between tebufenozide treatments and no-action strategies for the non-target herbivore community in forest canopies. Over 3 years, Lepidoptera and Symphyta larvae were sampled by canopy fogging in 48 oak stands in southeast Germany during and after a spongy moth outbreak. Half of the sites were treated with tebufenozide and changes in canopy cover were monitored. We contrasted the impacts of tebufenozide and defoliator outbreaks on the abundance, diversity, and functional structure of chewing herbivore communities. Tebufenozide treatments strongly reduced Lepidoptera up to 6 weeks after spraying. Populations gradually converged back to control levels after 2 years. Shelter-building species dominated caterpillar assemblages in treated plots in the post-spray weeks, while flight-dimorphic species were slow to recover and remained underrepresented in treated stands 2 years post-treatment. Spongy moth outbreaks had minor effects on leaf chewer communities. Summer Lepidoptera decreased only when severe defoliation occurred, whereas Symphyta declined 1 year after defoliation. Polyphagous species with only partial host plant overlap with the spongy moth were absent from heavily defoliated sites, suggesting greater sensitivity of generalists to defoliation-induced plant responses. These results demonstrate that both tebufenozide treatments and spongy moth outbreaks alter canopy herbivore communities. Tebufenozide had a stronger and longer lasting impact, but it was restricted to Lepidoptera, whereas the outbreak affected both Lepidoptera and Symphyta. These results are tied to the fact that only half of the outbreak sites experienced severe defoliation. This highlights the limited accuracy of current defoliation forecast methods, which are used as the basis for the decision to spray insecticides.
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Affiliation(s)
- Benjamin M L Leroy
- Terrestrial Ecology Research Group, Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Dominik Rabl
- Field Station Fabrikschleichach, Department of Animal Ecology and Tropical Biology, Biocenter, University of Würzburg, Würzburg, Germany
| | - Marcel Püls
- Terrestrial Ecology Research Group, Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
- Field Station Fabrikschleichach, Department of Animal Ecology and Tropical Biology, Biocenter, University of Würzburg, Würzburg, Germany
| | - Sophia Hochrein
- Field Station Fabrikschleichach, Department of Animal Ecology and Tropical Biology, Biocenter, University of Würzburg, Würzburg, Germany
| | - Soyeon Bae
- Terrestrial Ecology Research Group, Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
- Field Station Fabrikschleichach, Department of Animal Ecology and Tropical Biology, Biocenter, University of Würzburg, Würzburg, Germany
| | - Jörg Müller
- Field Station Fabrikschleichach, Department of Animal Ecology and Tropical Biology, Biocenter, University of Würzburg, Würzburg, Germany
- Bavarian Forest National Park, Grafenau, Germany
| | - Paul D N Hebert
- Department of Integrative Biology, University of Guelph, Guelph, Ontario, Canada
- Centre for Biodiversity Genomics, University of Guelph, Guelph, Ontario, Canada
| | - Maria L Kuzmina
- Centre for Biodiversity Genomics, University of Guelph, Guelph, Ontario, Canada
| | - Evgeny V Zakharov
- Department of Integrative Biology, University of Guelph, Guelph, Ontario, Canada
- Centre for Biodiversity Genomics, University of Guelph, Guelph, Ontario, Canada
| | - Hannes Lemme
- Department of Forest Protection, Bavarian State Institute of Forestry, Freising, Germany
| | - W Andreas Hahn
- Department of Forest Protection, Bavarian State Institute of Forestry, Freising, Germany
| | - Torben Hilmers
- Chair of Forest Growth and Yield Science, Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Martin Jacobs
- Chair of Forest Growth and Yield Science, Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Sebastian Kienlein
- Terrestrial Ecology Research Group, Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Hans Pretzsch
- Chair of Forest Growth and Yield Science, Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Lea Heidrich
- Field Station Fabrikschleichach, Department of Animal Ecology and Tropical Biology, Biocenter, University of Würzburg, Würzburg, Germany
| | - Sebastian Seibold
- Terrestrial Ecology Research Group, Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
- Ecosystem Dynamics and Forest Management Research Group, Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
- Berchtesgaden National Park, Berchtesgaden, Germany
| | - Nicolas Roth
- Field Station Fabrikschleichach, Department of Animal Ecology and Tropical Biology, Biocenter, University of Würzburg, Würzburg, Germany
| | - Sebastian Vogel
- Field Station Fabrikschleichach, Department of Animal Ecology and Tropical Biology, Biocenter, University of Würzburg, Würzburg, Germany
| | - Peter Kriegel
- Field Station Fabrikschleichach, Department of Animal Ecology and Tropical Biology, Biocenter, University of Würzburg, Würzburg, Germany
| | - Wolfgang W Weisser
- Terrestrial Ecology Research Group, Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
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3
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Bjerge K, Frigaard CE, Karstoft H. Object Detection of Small Insects in Time-Lapse Camera Recordings. SENSORS (BASEL, SWITZERLAND) 2023; 23:7242. [PMID: 37631778 PMCID: PMC10459366 DOI: 10.3390/s23167242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 08/09/2023] [Accepted: 08/16/2023] [Indexed: 08/27/2023]
Abstract
As pollinators, insects play a crucial role in ecosystem management and world food production. However, insect populations are declining, necessitating efficient insect monitoring methods. Existing methods analyze video or time-lapse images of insects in nature, but analysis is challenging as insects are small objects in complex and dynamic natural vegetation scenes. In this work, we provide a dataset of primarily honeybees visiting three different plant species during two months of the summer. The dataset consists of 107,387 annotated time-lapse images from multiple cameras, including 9423 annotated insects. We present a method for detecting insects in time-lapse RGB images, which consists of a two-step process. Firstly, the time-lapse RGB images are preprocessed to enhance insects in the images. This motion-informed enhancement technique uses motion and colors to enhance insects in images. Secondly, the enhanced images are subsequently fed into a convolutional neural network (CNN) object detector. The method improves on the deep learning object detectors You Only Look Once (YOLO) and faster region-based CNN (Faster R-CNN). Using motion-informed enhancement, the YOLO detector improves the average micro F1-score from 0.49 to 0.71, and the Faster R-CNN detector improves the average micro F1-score from 0.32 to 0.56. Our dataset and proposed method provide a step forward for automating the time-lapse camera monitoring of flying insects.
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Affiliation(s)
- Kim Bjerge
- Department of Electrical and Computer Engineering, Aarhus University, 8200 Aarhus N, Denmark (H.K.)
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4
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Mrdaković M, Filipović A, Ilijin L, Grčić A, Matić D, Vlahović M, Todorović D, Perić-Mataruga V. Effects of dietary fluoranthene on tissue-specific responses of carboxylesterases, acetylcholinesterase and heat shock protein 70 in two forest lepidopteran species. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2023; 257:114937. [PMID: 37094482 DOI: 10.1016/j.ecoenv.2023.114937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 03/27/2023] [Accepted: 04/18/2023] [Indexed: 05/03/2023]
Abstract
In this study, responses of carboxylesterases, acetylcholinesterase, and stress protein Hsp70 were examined in the midgut and midgut tissue, and brain of fifth instar larvae of Lymantria dispar L. and Euproctis chrysorrhoea L. following chronic exposure to dietary fluoranthene. Specific carboxylesterase activity increased significantly in the midgut tissue of E. chrysorrhoea larvae treated with a lower fluoranthene concentration. The specific patterns of isoforms expression, recorded in larvae of both species, enable efficient carboxylesterase activity as a significant part of defense mechanisms. Increased Hsp70 concentration in the brain of L. dispar larvae points to a response to the proteotoxic effects of a lower fluoranthene concentration. Decreased Hsp70 in the brain of E. chrysorrhoea larvae in both treated groups can suggest induction of other mechanisms of defense. The results indicate the importance of the examined parameters in larvae of both species exposed to the pollutant, as well as their potential as biomarkers.
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Affiliation(s)
- Marija Mrdaković
- Department of Insect Physiology and Biochemistry, Institute for Biological Research "Siniša Stanković"- National Institute of the Republic of Serbia, University of Belgrade, Despot Stefan Blvd. 142, 11060 Belgrade, Serbia.
| | - Aleksandra Filipović
- Department of Insect Physiology and Biochemistry, Institute for Biological Research "Siniša Stanković"- National Institute of the Republic of Serbia, University of Belgrade, Despot Stefan Blvd. 142, 11060 Belgrade, Serbia
| | - Larisa Ilijin
- Department of Insect Physiology and Biochemistry, Institute for Biological Research "Siniša Stanković"- National Institute of the Republic of Serbia, University of Belgrade, Despot Stefan Blvd. 142, 11060 Belgrade, Serbia
| | - Anja Grčić
- Department of Insect Physiology and Biochemistry, Institute for Biological Research "Siniša Stanković"- National Institute of the Republic of Serbia, University of Belgrade, Despot Stefan Blvd. 142, 11060 Belgrade, Serbia
| | - Dragana Matić
- Department of Insect Physiology and Biochemistry, Institute for Biological Research "Siniša Stanković"- National Institute of the Republic of Serbia, University of Belgrade, Despot Stefan Blvd. 142, 11060 Belgrade, Serbia
| | - Milena Vlahović
- Department of Insect Physiology and Biochemistry, Institute for Biological Research "Siniša Stanković"- National Institute of the Republic of Serbia, University of Belgrade, Despot Stefan Blvd. 142, 11060 Belgrade, Serbia
| | - Dajana Todorović
- Department of Insect Physiology and Biochemistry, Institute for Biological Research "Siniša Stanković"- National Institute of the Republic of Serbia, University of Belgrade, Despot Stefan Blvd. 142, 11060 Belgrade, Serbia
| | - Vesna Perić-Mataruga
- Department of Insect Physiology and Biochemistry, Institute for Biological Research "Siniša Stanković"- National Institute of the Republic of Serbia, University of Belgrade, Despot Stefan Blvd. 142, 11060 Belgrade, Serbia
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5
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Ponomarev VI, Klobukov GI, Napalkova VV, Akhanaev YB, Pavlushin SV, Yakimova ME, Subbotina AO, Picq S, Cusson M, Martemyanov VV. Phenological Features of the Spongy Moth, Lymantria dispar (L.) (Lepidoptera: Erebidae), in the Northernmost Portions of Its Eurasian Range. INSECTS 2023; 14:insects14030276. [PMID: 36975961 PMCID: PMC10057557 DOI: 10.3390/insects14030276] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 03/06/2023] [Accepted: 03/07/2023] [Indexed: 06/01/2023]
Abstract
The spongy moth, Lymatria dispar, is a classic example of an invasive pest accidentally introduced from Europe to North America, where it has become one of the most serious forest defoliators, as in its native range. The present study was aimed at (i) identifying the current northern limit of L. dispar's Eurasian range and exploring its northward expansion in Canada using pheromone trap data, and (ii) comparing northern Eurasian populations with those from central and southern regions with respect to male flight phenology, the sums of effective temperatures (SETs) above the 7 °C threshold necessary for development to the adult stage, and heat availability. We show that the range of L. dispar in Eurasia now reaches the 61st parallel, and comparisons with historical data identify the average speed of spread as 50 km/year. We also document the northern progression of L. dispar in southern Canada, where the actual northern boundary of its range remains to be identified. We show that the median date of male flight does not vary greatly between northern and southern regions of the spongy moth range in Eurasia despite climate differences. Synchronization of flight at different latitudes of the range is associated with an acceleration of larval development in northern Eurasian populations. Similar changes in developmental rate along a latitudinal gradient have not been documented for North American populations. Thus, we argue that this feature of spongy moths from northern Eurasia poses a significant invasive threat to North America in terms of enhanced risks for rapid northward range expansion.
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Affiliation(s)
- Vasiliy I. Ponomarev
- Institute Botanic Garden UB RAS, 8 Marta Str., 202a, 620144 Ekaterinburg, Russia
| | - Georgiy I. Klobukov
- Institute Botanic Garden UB RAS, 8 Marta Str., 202a, 620144 Ekaterinburg, Russia
| | | | - Yuriy B. Akhanaev
- Institute of Animal Systematics and Ecology SB RAS, Frunze Str. 11, 630091 Novosibirsk, Russia
| | - Sergey V. Pavlushin
- Institute of Animal Systematics and Ecology SB RAS, Frunze Str. 11, 630091 Novosibirsk, Russia
| | - Maria E. Yakimova
- Institute of Animal Systematics and Ecology SB RAS, Frunze Str. 11, 630091 Novosibirsk, Russia
- Department of Natural Sciences, Novosibirsk State University, Pirogova 2, 630090 Novosibirsk, Russia
| | - Anna O. Subbotina
- Institute of Animal Systematics and Ecology SB RAS, Frunze Str. 11, 630091 Novosibirsk, Russia
- Department of Natural Sciences, Novosibirsk State University, Pirogova 2, 630090 Novosibirsk, Russia
| | - Sandrine Picq
- Laurentian Forestry Centre, Natural Resources Canada, Quebec City, QC G1V 4C7, Canada
| | - Michel Cusson
- Laurentian Forestry Centre, Natural Resources Canada, Quebec City, QC G1V 4C7, Canada
| | - Vyacheslav V. Martemyanov
- Institute of Animal Systematics and Ecology SB RAS, Frunze Str. 11, 630091 Novosibirsk, Russia
- Biological Institute, National Research Tomsk State University, Lenina Str. 36, 63450 Tomsk, Russia
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6
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Debaly ZM, Marchand P, Girona MM. Autoregressive models for time series of random sums of positive variables: Application to tree growth as a function of climate and insect outbreak. Ecol Modell 2022. [DOI: 10.1016/j.ecolmodel.2022.110053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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7
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Walter JA, Thompson LM, Powers SD, Parry D, Agosta SJ, Grayson KL. Growth and development of an invasive forest insect under current and future projected temperature regimes. Ecol Evol 2022; 12:e9017. [PMID: 35784073 PMCID: PMC9204848 DOI: 10.1002/ece3.9017] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 05/24/2022] [Accepted: 05/26/2022] [Indexed: 12/03/2022] Open
Abstract
Temperature and its impact on fitness are fundamental for understanding range shifts and population dynamics under climate change. Geographic climate heterogeneity, behavioral and physiological plasticity, and thermal adaptation to local climates make predicting the responses of species to climate change complex. Using larvae from seven geographically distinct wild populations in the eastern United States of the non-native forest pest Lymantria dispar dispar (L.), we conducted a simulated reciprocal transplant experiment in environmental chambers using six custom temperature regimes representing contemporary conditions near the southern and northern extremes of the US invasion front and projections under two climate change scenarios for the year 2050. Larval growth and development rates increased with climate warming compared with current thermal regimes and tended to be greater for individuals originally sourced from southern rather than northern populations. Although increases in growth and development rates with warming varied somewhat by region of the source population, there was not strong evidence of local adaptation, southern populations tended to outperform those from northern populations in all thermal regimes. Our study demonstrates the utility of simulating thermal regimes under climate change in environmental chambers and emphasizes how the impacts from future increases in temperature can vary based on geographic differences in climate-related performance among populations.
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Affiliation(s)
- Jonathan A. Walter
- Department of BiologyUniversity of RichmondRichmondVirginiaUSA
- Department of Environmental SciencesUniversity of VirginiaCharlottesvilleVirginiaUSA
| | - Lily M. Thompson
- Department of BiologyUniversity of RichmondRichmondVirginiaUSA
- Department of Forestry and Environmental ConservationClemson UniversityClemsonSouth CarolinaUSA
| | - Sean D. Powers
- Integrative Life Sciences Doctoral ProgramVirginia Commonwealth UniversityRichmondVirginiaUSA
| | - Dylan Parry
- Department of Environmental BiologySUNY College of Environmental Science and ForestrySyracuseNew YorkUSA
| | - Salvatore J. Agosta
- Center for Environmental StudiesVirginia Commonwealth UniversityRichmondVirginiaUSA
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Sandor ME, Aslan CE, Pejchar L, Bronstein JL. A Mechanistic Framework for Understanding the Effects of Climate Change on the Link Between Flowering and Fruiting Phenology. Front Ecol Evol 2021. [DOI: 10.3389/fevo.2021.752110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Phenological shifts are a widely studied consequence of climate change. Little is known, however, about certain critical phenological events, nor about mechanistic links between shifts in different life-history stages of the same organism. Among angiosperms, flowering times have been observed to advance with climate change, but, whether fruiting times shift as a direct consequence of shifting flowering times, or respond differently or not at all to climate change, is poorly understood. Yet, shifts in fruiting could alter species interactions, including by disrupting seed dispersal mutualisms. In the absence of long-term data on fruiting phenology, but given extensive data on flowering, we argue that an understanding of whether flowering and fruiting are tightly linked or respond independently to environmental change can significantly advance our understanding of how fruiting phenologies will respond to warming climates. Through a case study of biotically and abiotically dispersed plants, we present evidence for a potential functional link between the timing of flowering and fruiting. We then propose general mechanisms for how flowering and fruiting life history stages could be functionally linked or independently driven by external factors, and we use our case study species and phenological responses to distinguish among proposed mechanisms in a real-world framework. Finally, we identify research directions that could elucidate which of these mechanisms drive the timing between subsequent life stages. Understanding how fruiting phenology is altered by climate change is essential for all plant species but is particularly critical to sustaining the large numbers of plant species that rely on animal-mediated dispersal, as well as the animals that rely on fruit for sustenance.
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Boyd KS, Drummond F, Donahue C, Groden E. Factors Influencing the Population Fluctuations of Euproctis chrysorrhoea (Lepidoptera: Erebidae) in Maine. ENVIRONMENTAL ENTOMOLOGY 2021; 50:1203-1216. [PMID: 34175937 PMCID: PMC8506827 DOI: 10.1093/ee/nvab060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Indexed: 06/13/2023]
Abstract
The browntail moth (Euproctis chrysorrhoea (L.)) is a forest pest that was accidentally introduced in the late 1800's and spread throughout New England in the early part of the 20th Century. At its peak range expansion in 1915 it encompassed an area of 150,000 km2 after which populations declined. By the 1960s, its distribution had receded to relic populations on outer Cape Cod, MA, and islands in Casco Bay, ME. In 1989 browntail moth resurged in Maine, with periodic, moderate outbreaks before a dramatic increase of the population occurred in 2016. We examined the pattern of annual defoliation by browntail moth since its resurgence in the 1990s as well as variation in populations throughout infested areas in Maine during three years of the recent outbreak, 2016-2018, relative to differences in weather, parasitism and habitat characteristics. Levels of defoliation over 24 yr were predicted by the preceding spring precipitation (-, negative effect) and the year's previous late summer and early fall temperatures (+, positive effect) when first to third instar larvae feed and then construct winter hibernacula. Late summer temperatures predicted the abundance of hibernacula across outbreak areas (+). Early spring temperatures (+) and early and late spring precipitation (-) predicted early summer larval and pupal nest abundance. Warmer fall temperatures result in more mature populations coming out of winter hibernacula in the spring, whereas spring precipitation drives epizootic outbreaks of Entomophaga aulicae (Reichardt in Bail) Humber (Entomophthorales: Entomophthoraceae). with parasitoids playing a lesser role. Climate trends indicate continued increases in fall temperatures since browntail moth resurgence.
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Affiliation(s)
- Karla S Boyd
- School of Biology and Ecology, University of Maine, Orono, ME, USA
| | - Francis Drummond
- School of Biology and Ecology, University of Maine, Orono, ME, USA
| | - Charlene Donahue
- Maine Department of Agriculture, Conservation and Forestry, Maine Forest Service, Augusta, ME, USA
| | - Eleanor Groden
- School of Biology and Ecology, University of Maine, Orono, ME, USA
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10
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Leal-Sáenz A, Waring KM, Álvarez-Zagoya R, Hernández-Díaz JC, López-Sánchez CA, Martínez-Guerrero JH, Wehenkel C. Assessment and Models of Insect Damage to Cones and Seeds of Pinus strobiformis in the Sierra Madre Occidental, Mexico. FRONTIERS IN PLANT SCIENCE 2021; 12:628795. [PMID: 33995433 PMCID: PMC8116514 DOI: 10.3389/fpls.2021.628795] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 03/30/2021] [Indexed: 05/31/2023]
Abstract
Insect damage to cones and seeds has a strong impact on the regeneration of conifer forest ecosystems, with broader implications for ecological and economic services. Lack of control of insect populations can lead to important economic and environmental losses. Pinus strobiformis is the most widespread of the white pines in Mexico and is widely distributed throughout the mountains of northern Mexico. Relatively few studies have examined insect damage to the cones and seeds of these pines, especially in Mexico. In this study, we therefore analyzed insect damage to cones and seeds of P. strobiformis in Mexico by using X-ray and stereomicroscopic analysis. The specific objectives of the study were (a) to characterize insect damage by measuring external and internal cone traits, (b) to assess the health of seeds and cones of P. strobiformis in the Sierra Madre Occidental, Mexico, and (c) to estimate the relative importance of the effects of different environmental variables on cone and seed damage caused by insects. We found that 80% of P. strobiformis seeds and 100% of the tree populations studied had damage caused by insects. Most seeds were affected by Leptoglossus occidentalis, Tetyra bipunctata, Megastigmus albifrons, and the Lepidoptera complex (which includes Apolychrosis synchysis, Cydia latisigna, Eucosma bobana, and Dioryctria abietivorella). The cones of all tree populations were affected by some type of insect damage, with Lepidoptera causing most of the damage (72%), followed by Conophthorus ponderosae (15%), the hemipteran L. occidentalis (7%), and the wasp M. albifrons (6%). The proportion of incomplete seeds in P. strobiformis at the tree level, cone damage by M. albifrons and seed damage in L. occidentalis were associated with various climate and soil variables and with crown dieback. Thus, cone and seed insect damage can be severe and potentially impact seed production in P. strobiformis and the reforestation potential of the species. The study findings will enable managers to better identify insects that cause damage to cone and seeds. In addition, identification of factors associated with damage may be useful for predicting the levels of insect predation on seeds and cones.
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Affiliation(s)
- Alejandro Leal-Sáenz
- Programa Institucional de Doctorado en Ciencias Agropecuarias y Forestales, Universidad Juárez del Estado de Durango, Durango, Mexico
| | - Kristen M. Waring
- School of Forestry, Northern Arizona University, Flagstaff, AZ, United States
| | | | - José Ciro Hernández-Díaz
- Instituto de Silvicultura e Industria de la Madera, Universidad Juárez del Estado de Durango, Durango, Mexico
| | - Carlos A. López-Sánchez
- SMartForest Group, Department of Biology of Organisms and Systems, Mieres Polytechnic School, University of Oviedo, Mieres, Spain
| | | | - Christian Wehenkel
- Instituto de Silvicultura e Industria de la Madera, Universidad Juárez del Estado de Durango, Durango, Mexico
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11
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Sudo M, Sato Y, Yorozuya H. Time‐course in attractiveness of pheromone lure on the smaller tea tortrix moth: A generalized additive mixed model approach. Ecol Res 2021. [DOI: 10.1111/1440-1703.12220] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Masaaki Sudo
- Tea Pest Management Unit Institute of Fruit Tree and Tea Science, NARO Shimada Japan
| | - Yasushi Sato
- Tea Pest Management Unit Institute of Fruit Tree and Tea Science, NARO Shimada Japan
| | - Hiroshi Yorozuya
- Tea Pest Management Unit Institute of Fruit Tree and Tea Science, NARO Shimada Japan
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12
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Bjerge K, Nielsen JB, Sepstrup MV, Helsing-Nielsen F, Høye TT. An Automated Light Trap to Monitor Moths (Lepidoptera) Using Computer Vision-Based Tracking and Deep Learning. SENSORS 2021; 21:s21020343. [PMID: 33419136 PMCID: PMC7825571 DOI: 10.3390/s21020343] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 12/20/2020] [Accepted: 12/30/2020] [Indexed: 02/06/2023]
Abstract
Insect monitoring methods are typically very time-consuming and involve substantial investment in species identification following manual trapping in the field. Insect traps are often only serviced weekly, resulting in low temporal resolution of the monitoring data, which hampers the ecological interpretation. This paper presents a portable computer vision system capable of attracting and detecting live insects. More specifically, the paper proposes detection and classification of species by recording images of live individuals attracted to a light trap. An Automated Moth Trap (AMT) with multiple light sources and a camera was designed to attract and monitor live insects during twilight and night hours. A computer vision algorithm referred to as Moth Classification and Counting (MCC), based on deep learning analysis of the captured images, tracked and counted the number of insects and identified moth species. Observations over 48 nights resulted in the capture of more than 250,000 images with an average of 5675 images per night. A customized convolutional neural network was trained on 2000 labeled images of live moths represented by eight different classes, achieving a high validation F1-score of 0.93. The algorithm measured an average classification and tracking F1-score of 0.71 and a tracking detection rate of 0.79. Overall, the proposed computer vision system and algorithm showed promising results as a low-cost solution for non-destructive and automatic monitoring of moths.
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Affiliation(s)
- Kim Bjerge
- School of Engineering, Aarhus University, Finlandsgade 22, 8200 Aarhus N, Denmark; (J.B.N.); (M.V.S.)
- Correspondence:
| | - Jakob Bonde Nielsen
- School of Engineering, Aarhus University, Finlandsgade 22, 8200 Aarhus N, Denmark; (J.B.N.); (M.V.S.)
| | - Martin Videbæk Sepstrup
- School of Engineering, Aarhus University, Finlandsgade 22, 8200 Aarhus N, Denmark; (J.B.N.); (M.V.S.)
| | | | - Toke Thomas Høye
- Department of Bioscience and Arctic Research Centre, Aarhus University, Grenåvej 14, 8410 Rønde, Denmark;
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Kankaanpää T, Vesterinen E, Hardwick B, Schmidt NM, Andersson T, Aspholm PE, Barrio IC, Beckers N, Bêty J, Birkemoe T, DeSiervo M, Drotos KHI, Ehrich D, Gilg O, Gilg V, Hein N, Høye TT, Jakobsen KM, Jodouin C, Jorna J, Kozlov MV, Kresse J, Leandri‐Breton D, Lecomte N, Loonen M, Marr P, Monckton SK, Olsen M, Otis J, Pyle M, Roos RE, Raundrup K, Rozhkova D, Sabard B, Sokolov A, Sokolova N, Solecki AM, Urbanowicz C, Villeneuve C, Vyguzova E, Zverev V, Roslin T. Parasitoids indicate major climate-induced shifts in arctic communities. GLOBAL CHANGE BIOLOGY 2020; 26:6276-6295. [PMID: 32914511 PMCID: PMC7692897 DOI: 10.1111/gcb.15297] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 10/26/2019] [Accepted: 06/05/2020] [Indexed: 06/11/2023]
Abstract
Climatic impacts are especially pronounced in the Arctic, which as a region is warming twice as fast as the rest of the globe. Here, we investigate how mean climatic conditions and rates of climatic change impact parasitoid insect communities in 16 localities across the Arctic. We focus on parasitoids in a widespread habitat, Dryas heathlands, and describe parasitoid community composition in terms of larval host use (i.e., parasitoid use of herbivorous Lepidoptera vs. pollinating Diptera) and functional groups differing in their closeness of host associations (koinobionts vs. idiobionts). Of the latter, we expect idiobionts-as being less fine-tuned to host development-to be generally less tolerant to cold temperatures, since they are confined to attacking hosts pupating and overwintering in relatively exposed locations. To further test our findings, we assess whether similar climatic variables are associated with host abundances in a 22 year time series from Northeast Greenland. We find sites which have experienced a temperature rise in summer while retaining cold winters to be dominated by parasitoids of Lepidoptera, with the reverse being true for the parasitoids of Diptera. The rate of summer temperature rise is further associated with higher levels of herbivory, suggesting higher availability of lepidopteran hosts and changes in ecosystem functioning. We also detect a matching signal over time, as higher summer temperatures, coupled with cold early winter soils, are related to high herbivory by lepidopteran larvae, and to declines in the abundance of dipteran pollinators. Collectively, our results suggest that in parts of the warming Arctic, Dryas is being simultaneously exposed to increased herbivory and reduced pollination. Our findings point to potential drastic and rapid consequences of climate change on multitrophic-level community structure and on ecosystem functioning and highlight the value of collaborative, systematic sampling effort.
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14
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Hornok S, Csorba A, Kováts D, Csörgő T, Hunyadi A. Ecdysteroids are present in the blood of wild passerine birds. Sci Rep 2019; 9:17002. [PMID: 31740690 PMCID: PMC6861316 DOI: 10.1038/s41598-019-53090-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Accepted: 10/23/2019] [Indexed: 12/31/2022] Open
Abstract
Ecdysteroids (arthropod molting hormones) play an important role in the development and sexual maturation of arthropods, and they have been shown to have anabolic and "energizing" effect in higher vertebrates. The aim of this study was to assess ecdysteroid diversity, levels according to bird species and months, as well as to observe the molting status of hard ticks (Acari: Ixodidae) infesting the birds. Therefore, blood samples and ticks were collected from 245 birds (244 songbirds and a quail). Mass spectrometric analyses showed that 15 ecdysteroids were regularly present in the blood samples. Molting hormones biologically most active in insects (including 20-hydroxyecdysone [20E], 2deoxy-20E, ajugasterone C and dacryhainansterone) reached different levels of concentration according to bird species and season. Similarly to ecdysteroids, the seasonal presence of affected, apolytic ticks peaked in July and August. In conclusion, this study demonstrates the presence of a broad range and high concentrations of ecdysteroids in the blood stream of wild-living passerine birds. These biologically active, anabolic compounds might possibly contribute to the known high metabolic rate of songbirds.
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Affiliation(s)
- Sándor Hornok
- Department of Parasitology and Zoology, University of Veterinary Medicine, 1078, Budapest, Hungary.
| | - Attila Csorba
- Institute of Pharmacognosy, Interdisciplinary Excellence Centre, University of Szeged, 6720, Szeged, Hungary
| | - Dávid Kováts
- Ócsa Bird Ringing Station, 2364, Ócsa, Hungary
- Hungarian Biodiversity Research Society, 1165, Budapest, Hungary
| | - Tibor Csörgő
- Ócsa Bird Ringing Station, 2364, Ócsa, Hungary
- Department of Anatomy, Cell- and Developmental Biology, Eötvös Loránt University, 1117, Budapest, Hungary
| | - Attila Hunyadi
- Institute of Pharmacognosy, Interdisciplinary Excellence Centre, University of Szeged, 6720, Szeged, Hungary.
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15
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Sustainability of Forest Cover under Climate Change on the Temperate-Continental Xeric Limits. FORESTS 2018. [DOI: 10.3390/f9080489] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Climate change particularly threatens the xeric limits of temperate-continental forests. In Hungary, annual temperatures have increased by 1.2 °C–1.8 °C in the last 30 years and the frequency of extreme droughts has grown. With the aim to gain stand-level prospects of sustainability, we have used local forest site variables to identify and project effects of recent and expected changes of climate. We have used a climatic descriptor (FAI index) to compare trends estimated from forest datasets with climatological projections; this is likely for the first time such a comparison has been made. Four independent approaches confirmed the near-linear decline of growth and vitality with increasing hot droughts in summer, using sessile oak as model species. The correlation between droughts and the expansion of pest and disease damages was also found to be significant. Projections of expected changes of main site factors predict a dramatic rise of future drought frequency and, consequently, a substantial shift of forest climate classes, especially at low elevation. Excess water-dependent lowland forests may lose supply from groundwater, which may change vegetation cover and soil development processes. The overall change of site conditions not only causes economic losses, but also challenges long-term sustainability of forest cover at the xeric limits.
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Montoro Girona M, Navarro L, Morin H. A Secret Hidden in the Sediments: Lepidoptera Scales. Front Ecol Evol 2018. [DOI: 10.3389/fevo.2018.00002] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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17
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Hof AR, Dymond CC, Mladenoff DJ. Climate change mitigation through adaptation: the effectiveness of forest diversification by novel tree planting regimes. Ecosphere 2017. [DOI: 10.1002/ecs2.1981] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Affiliation(s)
- Anouschka R. Hof
- Department of Forest and Wildlife Ecology; University of Wisconsin-Madison; Madison Wisconsin 53706 USA
| | - Caren C. Dymond
- Ministry of Forests, Lands and Natural Resource Operations; Government of British Columbia; Victoria British Columbia V8W 9C2 Canada
| | - David J. Mladenoff
- Department of Forest and Wildlife Ecology; University of Wisconsin-Madison; Madison Wisconsin 53706 USA
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Hof AR, Hjältén J. Are we restoring enough? Simulating impacts of restoration efforts on the suitability of forest landscapes for a locally critically endangered umbrella species. Restor Ecol 2017. [DOI: 10.1111/rec.12628] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Anouschka R. Hof
- Department of Wildlife, Fish, and Environmental Studies; Swedish University of Agricultural Sciences; Umeå 90183 Sweden
- Resource Ecology Group; Wageningen University; Droevendaalsesteeg 3, 6708 PB Wageningen The Netherlands
| | - Joakim Hjältén
- Department of Wildlife, Fish, and Environmental Studies; Swedish University of Agricultural Sciences; Umeå 90183 Sweden
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Žikić V, Stanković SS, Kavallieratos NG, Athanassiou C, Georgiou P, Tschorsnig HP, van Achterberg C. Parasitoids associated with Lymantria dispar (Lepidoptera: Erebidae) and Malacosoma neustria (Lepidoptera: Lasiocampidae) in Greece and comparative analysis of their parasitoid spectrums in Europe. ZOOL ANZ 2017. [DOI: 10.1016/j.jcz.2017.10.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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20
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Valtonen A, Hirka A, Szőcs L, Ayres MP, Roininen H, Csóka G. Long-term species loss and homogenization of moth communities in Central Europe. J Anim Ecol 2017; 86:730-738. [PMID: 28423183 DOI: 10.1111/1365-2656.12687] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Accepted: 04/06/2017] [Indexed: 11/30/2022]
Abstract
As global biodiversity continues to decline steeply, it is becoming increasingly important to understand diversity patterns at local and regional scales. Changes in land use and climate, nitrogen deposition and invasive species are the most important threats to global biodiversity. Because land use changes tend to benefit a few species but impede many, the expected outcome is generally decreasing population sizes, decreasing species richness at local and regional scales, and increasing similarity of species compositions across sites (biotic homogenization). Homogenization can be also driven by invasive species or effects of soil eutrophication propagating to higher trophic levels. In contrast, in the absence of increasing aridity, climate warming is predicted to generally increase abundances and species richness of poikilotherms at local and regional scales. We tested these predictions with data from one of the few existing monitoring programmes on biodiversity in the world dating to the 1960s, where the abundance of 878 species of macro-moths have been measured daily at seven sites across Hungary. Our analyses revealed a dramatic rate of regional species loss and homogenization of community compositions across sites. Species with restricted distribution range, specialized diet or dry grassland habitat were more likely than others to disappear from the community. In global context, the contrasting effects of climate change and land use changes could explain why the predicted enriching effects from climate warming are not always realized.
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Affiliation(s)
- Anu Valtonen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistokatu 7, FI-80101, Joensuu, Finland.,Center for Ecological Research, Kyoto University, Hirano 2, Otsu, Shiga, 520-2113, Japan
| | - Anikó Hirka
- Department of Forest Protection, NARIC Forest Research Institute, Hegyalja 18, H-3232, Mátrafüred, Hungary
| | - Levente Szőcs
- Department of Forest Protection, NARIC Forest Research Institute, Hegyalja 18, H-3232, Mátrafüred, Hungary
| | - Matthew P Ayres
- Department of Biological Sciences, Dartmouth College, Life Sciences Center, 78 College Street, Hanover, NH, 03755, USA
| | - Heikki Roininen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistokatu 7, FI-80101, Joensuu, Finland
| | - György Csóka
- Department of Forest Protection, NARIC Forest Research Institute, Hegyalja 18, H-3232, Mátrafüred, Hungary
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Colicchio J. Transgenerational effects alter plant defence and resistance in nature. J Evol Biol 2017; 30:664-680. [PMID: 28102915 PMCID: PMC5382043 DOI: 10.1111/jeb.13042] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2016] [Revised: 01/09/2017] [Accepted: 01/12/2017] [Indexed: 12/17/2022]
Abstract
Trichomes, or leaf hairs, are epidermal extensions that take a variety of forms and perform many functions in plants, including herbivore defence. In this study, I document genetically determined variation, within-generation plasticity, and a direct role of trichomes in herbivore defence for Mimulus guttatus. After establishing the relationship between trichomes and herbivory, I test for transgenerational effects of wounding on trichome density and herbivore resistance. Patterns of interannual variation in herbivore density and the high cost of plant defence makes plant-herbivore interactions a system in which transgenerational phenotypic plasticity (TPP) is apt to evolve. Here, I demonstrate that parental damage alters offspring trichome density and herbivore resistance in nature. Moreover, this response varies between populations. This is among the first studies to demonstrate that TPP contributes to variation in nature, and also suggests that selection can modify TPP in response to local conditions.
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Affiliation(s)
- J Colicchio
- Department of Plant and Microbial Biology, University of California, Berkeley, Berkeley, CA, USA
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22
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Battisti A, Larsson S, Roques A. Processionary Moths and Associated Urtication Risk: Global Change-Driven Effects. ANNUAL REVIEW OF ENTOMOLOGY 2017; 62:323-342. [PMID: 27860523 DOI: 10.1146/annurev-ento-031616-034918] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Processionary moths carry urticating setae, which cause health problems in humans and other warm-blooded animals. The pine processionary moth Thaumetopoea pityocampa has responded to global change (climate warming and increased global trade) by extending its distribution range. The subfamily Thaumetopoeinae consists of approximately 100 species. An important question is whether other processionary moth species will similarly respond to these specific dimensions of global change and thus introduce health hazards into new areas. We describe, for the first time, how setae are distributed on different life stages (adult, larva) of major groups within the subfamily. Using the available data, we conclude that there is little evidence that processionary moths as a group will behave like T. pityocampa and expand their distributional range. The health problems caused by setae strongly relate to population density, which may, or may not, be connected to global change.
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Affiliation(s)
- Andrea Battisti
- Department DAFNAE, University of Padova, Legnaro I-35020, Italy;
| | - Stig Larsson
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala S-75007, Sweden;
| | - Alain Roques
- Forest Zoology, UR INRA 0633, Orléans F-45075, France;
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Plant-herbivore interactions along elevational gradient: Comparison of field and common garden data. ACTA OECOLOGICA-INTERNATIONAL JOURNAL OF ECOLOGY 2016. [DOI: 10.1016/j.actao.2016.10.011] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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24
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Chiu CK, Joe SW, Lin CP, Wu TY, Yen PH. Being an excellent team: understanding how politics influence team performance. TOTAL QUALITY MANAGEMENT & BUSINESS EXCELLENCE 2016. [DOI: 10.1080/14783363.2016.1189823] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Chou-Kang Chiu
- Graduate Institute of Business Administration, National Taichung University of Education, Taichung, Taiwan
| | - Sheng-Wuu Joe
- Department of Business Administration, Vanung University, Taoyuan City, Taiwan
| | - Chieh-Peng Lin
- Institute of Business & Management, National Chiao Tung University, Taipei, Taiwan
| | - Tien-Yu Wu
- Institute of Business & Management, National Chiao Tung University, Taipei, Taiwan
| | - Pi-Hsia Yen
- Department of Finance and Management, Vanung University, Taoyuan City, Taiwan
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25
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26
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Su H, Cheng Y, Wang Z, Li Z, Stanley D, Yang Y. Silk Gland Gene Expression during Larval-Pupal Transition in the Cotton Leaf Roller Sylepta derogata (Lepidoptera: Pyralidae). PLoS One 2015; 10:e0136868. [PMID: 26352931 PMCID: PMC4564283 DOI: 10.1371/journal.pone.0136868] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2015] [Accepted: 08/09/2015] [Indexed: 01/19/2023] Open
Abstract
The cotton leaf roller, Sylepta derogata, is a silk-producing insect pest. While young larvae feed on the underside of leaves, the older ones roll cotton leaves and feed on the leaf edges, which defoliates cotton plants. The larvae produce silk to stabilize the rolled leaf and to balloon from used to new leaves. Despite the significance of silk in the biology of pest insect species, there is virtually no information on the genes involved in their silk production. This is a substantial knowledge gap because some of these genes may be valuable targets for developing molecular pest management technologies. We addressed the gap by posing the hypothesis that silk gland gene expression changes during the transition from larvae to pupae. We tested our hypothesis using RNA-seq to investigate changes in silk gland gene expression at three developmental stages, 5th instar larvae (silk producing; 15,445,926 clean reads), prepupae (reduced silk producing; 13,758,154) and pupae (beyond silk producing; 16,787,792). We recorded 60,298 unigenes and mapped 50,158 (larvae), 48,415 (prepupae) and 46,623 (pupae) of them to the NCBI database. Most differentially expressed genes in the 5th instar larvae/prepupae libraries were relevant to nucleotide synthesis and maintenance of silk gland function. We identified down-regulated transcriptional factors and several genes involved in silk formation in the three libraries and verified the expression pattern of eight genes by qPCR. The developmental- and tissue-specific expression patterns of the fibroin light chain gene showed it was highly expressed during the larval silk-producing stage. We recorded highest expression of this gene in the larval silk gland, compared to other tissues, including midgut, hindgut, epidermis, Malpighian tubes, hemolymph and fat body. These data are a genetic resource to guide selection of key genes that may be targeted for in planta and other gene-silencing technologies for sustainable cotton agriculture.
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Affiliation(s)
- Honghua Su
- School of Horticulture and Plant Protection of Yangzhou University, Yangzhou, Jiangsu, China, 225009
| | - Yuming Cheng
- School of Horticulture and Plant Protection of Yangzhou University, Yangzhou, Jiangsu, China, 225009
| | - Zhongyang Wang
- Yangzhou Termite Control Center, Yangzhou, Jiangsu, China, 225001
| | - Zhong Li
- School of Horticulture and Plant Protection of Yangzhou University, Yangzhou, Jiangsu, China, 225009
| | - David Stanley
- USDA – Agricultural Research Service, Biological Control of Insects Research Laboratory, 1503 S. Providence Road, Columbia, MO, United States of America, 65203
| | - Yizhong Yang
- School of Horticulture and Plant Protection of Yangzhou University, Yangzhou, Jiangsu, China, 225009
- * E-mail:
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Hjältén J, Axelsson EP. GM trees with increased resistance to herbivores: trait efficiency and their potential to promote tree growth. FRONTIERS IN PLANT SCIENCE 2015; 6:279. [PMID: 25983736 PMCID: PMC4416443 DOI: 10.3389/fpls.2015.00279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2015] [Accepted: 04/07/2015] [Indexed: 05/04/2023]
Abstract
Climate change, as well as a more intensive forestry, is expected to increase the risk of damage by pests and pathogens on trees, which can already be a severe problem in tree plantations. Recent development of biotechnology theoretically allows for resistance enhancement that could help reduce these risks but we still lack a comprehensive understanding of benefits and tradeoffs with pest resistant GM (genetically modified) trees. We synthesized the current knowledge on the effectiveness of GM forest trees with increased resistance to herbivores. There is ample evidence that induction of exogenous Bacillus thuringiensis genes reduce performance of target pests whereas upregulation of endogenous resistance traits e.g., phenolics, generates variable results. Our review identified very few studies estimating the realized benefits in tree growth of GM trees in the field. This is concerning as the realized benefit with insect resistant GM plants seems to be context-dependent and likely manifested only if herbivore pressure is sufficiently high. Future studies of secondary pest species and resistance evolution in pest to GM trees should be prioritized. But most importantly we need more long-term field tests to evaluate the benefits and risks with pest resistant GM trees.
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Affiliation(s)
- Joakim Hjältén
- Department of Wildlife, Fish, and Environmental Studies, Swedish University of Agricultural SciencesUmeå, Sweden
- *Correspondence: Joakim Hjältén, Department of Wildlife, Fish, and Environmental Studies, Swedish University of Agricultural Sciences, Skogsmarksgränd 2, Umeå SE-90183, Sweden
| | - E. Petter Axelsson
- Department of Forest Ecology and Management, Swedish University of Agricultural SciencesUmeå, Sweden
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