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Search Results (430)

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Keywords = Integrated Pest Management (IPM)

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35 pages, 10052 KB  
Article
Safeguarding the Spanish National Phoenix Collection: Management Strategies Against Rhynchophorus ferrugineus in a Comparative Mediterranean Context
by Diego Rivera, Adrián Grau Sánchez, Guillermo Martínez-López, Natacha Vigil, José Javier Sigüenza, Dennis Johnson, Diego José Rivera-Obón and Concepción Obón
J. Zool. Bot. Gard. 2026, 7(1), 8; https://doi.org/10.3390/jzbg7010008 - 29 Jan 2026
Viewed by 155
Abstract
The invasive red palm weevil (Rhynchophorus ferrugineus, RPW) poses a severe threat to heritage palm collections across the Mediterranean Region, necessitating robust protection strategies. This study addresses the urgent challenge of safeguarding the Spanish Phoenix Collection at Miguel Hernandez University (EPSO) [...] Read more.
The invasive red palm weevil (Rhynchophorus ferrugineus, RPW) poses a severe threat to heritage palm collections across the Mediterranean Region, necessitating robust protection strategies. This study addresses the urgent challenge of safeguarding the Spanish Phoenix Collection at Miguel Hernandez University (EPSO) and the Orihuela Palmetum by analyzing the efficacy of applied Integrated Pest Management (IPM) strategies over a ten-year period (2014–2024). Monitoring and treatment protocols included targeted chemical, biological, and cultural controls, and were benchmarked against infestation progression data, climatic trends, and comparative case studies from Murcia, Elche, Nice, and Palermo. Results indicate that a proactive, multi-component IPM strategy, especially when coupled with probabilistic risk models, can significantly improve survival and recovery indicators in Phoenix taxa, although species-specific susceptibility to RPW was a major differentiating factor. Comparative analysis reveals common regional patterns in R. ferrugineus management but underscores the critical need for collection-specific, resource-sensitive protocols for high-value heritage plants, demonstrating that evidence-based best practices and coordinated monitoring are essential for effective heritage palm conservation amid continuous pest pressure. Full article
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17 pages, 18117 KB  
Article
The Dynamics of a Switched IPM Model with Predation-Induced Fear and Seasonal Birth in a Pest Population
by Xuemei Yang, Jianjun Jiao and Lin Wu
Axioms 2026, 15(2), 95; https://doi.org/10.3390/axioms15020095 - 28 Jan 2026
Viewed by 67
Abstract
IPM (Integrated Pest Management) strategies present a good theoretical framework for sustainably controlling pest populations. In this paper, we propose a switched IPM model with predation-induced fear and seasonally birth in a pest population. Employing theories of impulsive differential equations, we gain evidence [...] Read more.
IPM (Integrated Pest Management) strategies present a good theoretical framework for sustainably controlling pest populations. In this paper, we propose a switched IPM model with predation-induced fear and seasonally birth in a pest population. Employing theories of impulsive differential equations, we gain evidence showing that the pest-eradication solution (0,y(t)¯) of the investigated system is GAS. The investigated system is also proven to be persistent. Our results provide new methods for IPM strategies. Full article
(This article belongs to the Section Mathematical Analysis)
17 pages, 3102 KB  
Article
Unlocking Industry Views for Effective Redlegged Earth Mite Resistance Management
by Elizabeth C. Lowe, Luis Mata, Michael Santhanam-Martin, Leo McGrane, Jessica C. Lye and Paul A. Umina
Arthropoda 2026, 4(1), 2; https://doi.org/10.3390/arthropoda4010002 - 26 Jan 2026
Viewed by 95
Abstract
Insecticide resistance is a growing threat to global food security, with several major pests in Australian broad-acre systems already showing high resistance levels. Integrated Pest Management (IPM) can reduce insecticide reliance and slow resistance evolution, yet adoption remains low. Using the redlegged earth [...] Read more.
Insecticide resistance is a growing threat to global food security, with several major pests in Australian broad-acre systems already showing high resistance levels. Integrated Pest Management (IPM) can reduce insecticide reliance and slow resistance evolution, yet adoption remains low. Using the redlegged earth mite (Halotydeus destructor, RLEM) as a case study, we examined how knowledge gaps and risk attitudes influence insecticide use and broader pest management. An online survey of grain growers and advisors in RLEM-affected regions revealed that, despite widespread resistance to synthetic pyrethroids and organophosphates, and most respondents identifying with an IPM mindset, these insecticides remain frequently used. Advisors demonstrated greater overall knowledge than growers, but substantial gaps persisted across both groups, including awareness of field resistance and familiarity with national resistance management guidelines. Risk aversion showed a stronger and more consistent influence on management decisions than knowledge, shaping both growers’ and advisors’ recommendations. These findings highlight demographic and attitudinal factors that can undermine resistance management. While centred on RLEM, the behavioural drivers identified here likely influence pest control decisions across a range of pest species and farming systems. Full article
(This article belongs to the Special Issue Sustainable Management of Arthropod Pests in Agriculture)
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18 pages, 940 KB  
Review
Advancements, Challenges, and Future Perspectives of Soybean-Integrated Pest Management, Emphasizing the Adoption of Biological Control by the Major Global Producers
by Adeney de F. Bueno, William W. Hoback, Yelitza C. Colmenarez, Ivair Valmorbida, Weidson P. Sutil, Lian-Sheng Zang and Renato J. Horikoshi
Plants 2026, 15(3), 366; https://doi.org/10.3390/plants15030366 - 24 Jan 2026
Viewed by 354
Abstract
Soybean, Glycine max (L.) Merrill, is usually grown on a large scale, with pest control based on chemical insecticides. However, the overuse of chemicals has led to several adverse effects requiring more sustainable approaches to pest control. Results from Integrated Pest Management (IPM) [...] Read more.
Soybean, Glycine max (L.) Merrill, is usually grown on a large scale, with pest control based on chemical insecticides. However, the overuse of chemicals has led to several adverse effects requiring more sustainable approaches to pest control. Results from Integrated Pest Management (IPM) employed on Brazilian soybean farms indicate that adopters of the technology have reduced insecticide use by approximately 50% relative to non-adopters, with yields comparable to or slightly higher than those of non-adopters. This reduction can be explained not only by the widespread use of Bt soybean cultivars across the country but also by the adoption of economic thresholds (ETs) in a whole Soybean-IPM package, which has reduced insecticide use. However, low refuge compliance has led to the first cases of pest resistance to Cry1Ac, thereby leading to the return of overreliance on chemical control and posing additional challenges for IPM practitioners. The recent global agenda for decarbonized agriculture might help to support the adoption of IPM since less chemical insecticides sprayed over the crops reduces CO2-equivalent emissions from its application. In addition, consumers’ demand for less pesticide use in food production has favored the increased use of bio-inputs in agriculture, helping mitigate overdependence of agriculture on chemical inputs to preserve yields. Despite the challenges of adopting IPM discussed in this review, the best way to protect soybean yield and preserve the environment remains as IPM, integrating plant resistance (including Bt cultivars), ETs, scouting procedures, selective insecticides, biological control, and other sustainable tools, which help sustain environmental quality in an ecological and economical manner. Soon, those tools will include RNAi, CRISPR-based control strategies, among other sustainable alternatives intensively researched around the world. Full article
(This article belongs to the Special Issue Integrated Pest Management of Field Crops)
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14 pages, 776 KB  
Article
Effects of Sublethal Concentrations of Pyridaben on Development, Reproduction, and Vg Gene Expression in Neoseiulus womersleyi
by Juan Wei, Chengcheng Li, Cancan Song, Xinyue Yang, Chunxian Jiang and Qing Li
Insects 2026, 17(1), 116; https://doi.org/10.3390/insects17010116 - 20 Jan 2026
Viewed by 211
Abstract
The predatory mite Neoseiulus womersleyi is a key natural enemy in Integrated Pest Management (IPM), but its efficacy is threatened by non-target effects of acaricides like pyridaben. This study evaluated the transgenerational sublethal effects of pyridaben (LC30 and LC50) on [...] Read more.
The predatory mite Neoseiulus womersleyi is a key natural enemy in Integrated Pest Management (IPM), but its efficacy is threatened by non-target effects of acaricides like pyridaben. This study evaluated the transgenerational sublethal effects of pyridaben (LC30 and LC50) on N. womersleyi and explored the role of vitellogenin (Vg) genes. Using two-sex life table analysis, we found that exposure reduced longevity, fecundity, and oviposition period in F0 females, while prolonging immature development and suppressing population growth parameters (r, λ) in F1. Two Vg genes (NwVg1 and NwVg2) were cloned and characterized; their expression was significantly downregulated by pyridaben. RNAi-mediated silencing of NwVg1 or NwVg2 recapitulated the pyridaben-induced reproductive impairments, confirming their functional role. Our results demonstrate that pyridaben imposes multigenerational costs and that its reproductive toxicity is mediated, at least in part, through the suppression of Vg synthesis. Full article
(This article belongs to the Section Insect Pest and Vector Management)
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17 pages, 523 KB  
Article
Efficacy of Insecticide Application Against Aphis gossypii and Its Influence on the Predatory Capacity of Hippodamia variegata
by Pengfei Li, Yuxin Tang, Shuaishuai Sha, Kunyan Wang, Tailong Li, Jingxiong Li, Lan Wang and Hongzu Feng
Agronomy 2026, 16(2), 228; https://doi.org/10.3390/agronomy16020228 - 18 Jan 2026
Viewed by 198
Abstract
Aphis gossypii (Glover) (Hemiptera: Aphididae) is a significant pest in cotton fields, and the use of both chemical insecticides and natural enemies is a crucial strategy for its management. Hippodamia variegata (Goeze) (Coleoptera: Coccinellidae), a predominant predatory natural enemy in cotton fields, plays [...] Read more.
Aphis gossypii (Glover) (Hemiptera: Aphididae) is a significant pest in cotton fields, and the use of both chemical insecticides and natural enemies is a crucial strategy for its management. Hippodamia variegata (Goeze) (Coleoptera: Coccinellidae), a predominant predatory natural enemy in cotton fields, plays a vital role in controlling A. gossypii populations. In this study, we investigated the toxicity of four insecticides to both A. gossypii and H. variegata larvae, assessed their field efficacy against A. gossypii, and evaluated their effects on the predatory function of H. variegata larvae. The results revealed that afidopyropen and spirotetramat exhibited relatively high toxicity against A. gossypii, with LC50 values of 13.18 mg/L and 22.17 mg/L, respectively. Flonicamid demonstrated the least toxicity to H. variegata larvae, with an LC50 of 512.66 mg/L. The selectivity toxicity ratios for afidopyropen and flonicamid were 5.05 and 4.73, respectively, indicating strong, favourable selectivity towards H. variegata. The maximum field control efficacy against A. gossypii was 96.76% for afidopyropen and 96.92% for flonicamid. The reduction rates of H. variegata larvae in the afidopyropen treatment plots were relatively low. Among the four treatments, the theoretical predation of third-instar H. variegata larvae against A. gossypii was highest with flonicamid, reaching 215.67. Overall, the four insecticides differed substantially in their combined effects on aphid suppression and predator performance. In particular, afidopyropen and flonicamid provided excellent control of A. gossypii while showing comparatively lower toxicity to H. variegata and causing less impairment of its predatory capacity, indicating a more favourable biological trade-off between pest control and natural enemy conservation. However, laboratory toxicity and functional response assays may not fully capture predator–prey dynamics under complex field conditions; therefore, afidopyropen and flonicamid may be considered suitable candidate insecticides for inclusion in integrated pest management (IPM) programs in cotton systems. Full article
(This article belongs to the Section Pest and Disease Management)
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30 pages, 990 KB  
Review
Perceptions to Precision: Bridging the Gap Between Behavioral Drivers and Digital Tools for Sustainable Pesticide Use in Europe
by Carmen Adriana Cocian and Cristina Bianca Pocol
Agronomy 2026, 16(2), 214; https://doi.org/10.3390/agronomy16020214 - 15 Jan 2026
Viewed by 207
Abstract
Reducing dependency on chemical pesticides is a core ambition of the European Green Deal, yet adoption of low-input practices remains uneven. This systematic review synthesizes evidence on the behavioural determinants of European farmers’ knowledge, attitudes, and practices (KAP) regarding sustainable pesticide use and [...] Read more.
Reducing dependency on chemical pesticides is a core ambition of the European Green Deal, yet adoption of low-input practices remains uneven. This systematic review synthesizes evidence on the behavioural determinants of European farmers’ knowledge, attitudes, and practices (KAP) regarding sustainable pesticide use and evaluates the role of digital tools in facilitating Integrated Pest Management (IPM). Following PRISMA 2020 guidelines, we analysed 65 peer-reviewed articles published between 2011 and 2025, which were identified through Scopus and Web of Science. The synthesis reveals that while pro-environmental attitudes drive the intention to change, actual behaviour is frequently inhibited by loss aversion, ‘clean field’ social norms, and perceived economic risks. Digital tools—specifically Decision Support Systems (DSSs) and precision technologies—demonstrate technical potential to reduce pesticide loads but are constrained by the same behavioural barriers: a lack of trust in models, perceived complexity, and costs. Consequently, we propose a Psycho-Digital Integration Framework which posits that digital innovation acts as a catalyst only when embedded in systemic enablers—specifically green insurance schemes and independent advisory networks. These mechanisms are critical to redistribute perceived agricultural risk and bridge the gap between technical potential and behavioral adoption. Full article
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16 pages, 1949 KB  
Article
Toxicity of Nanoemulsified Eugenia uniflora (Myrtaceae) Essential Oil to Spodoptera frugiperda (Lepidoptera: Noctuidae) and Selectivity to Trichogramma pretiosum (Hymenoptera: Trichogrammatidae)
by Júlia A. C. Oliveira, Karolina G. Figueiredo, Letícia A. Fernandes, Vinícius C. Carvalho, Dejane S. Alves, Julio C. Ugucioni, Jhones L. Oliveira, Hudson W. P. Carvalho, Suzan K. V. Bertolucci and Geraldo A. Carvalho
Plants 2026, 15(2), 248; https://doi.org/10.3390/plants15020248 - 13 Jan 2026
Viewed by 286
Abstract
Spodoptera frugiperda (fall armyworm) is a polyphagous pest with widespread resistance to synthetic insecticides, while essential oils (EOs) and biological control agents, such as the parasitoid Trichogramma pretiosum, represent promising strategies in integrated pest management (IPM) programs. This study evaluated the toxicity [...] Read more.
Spodoptera frugiperda (fall armyworm) is a polyphagous pest with widespread resistance to synthetic insecticides, while essential oils (EOs) and biological control agents, such as the parasitoid Trichogramma pretiosum, represent promising strategies in integrated pest management (IPM) programs. This study evaluated the toxicity of Eugenia uniflora EO, popularly known as pitanga EO, and nanoemulsion (NEO) to S. frugiperda and the selectivity of the NEO to T. pretiosum. The EO of E. uniflora was characterized by GC-MS/DIC and then diluted in water and Tween 80® for bioassays to estimate the LC50 against S. frugiperda in Potter’s tower. The NEOs were produced by high-shear dispersion using an Ultra-Turrax and characterized for thermal stability, particle size, polydispersity index (PDI), zeta potential (ζ), temporal stability, and morphology. The NEO was diluted to the LC50 (36.05 mg/mL) in 1% Tween 80® solution and tested for toxicity to S. frugiperda and to the parasitoid. The majority compounds in the EO from E. uniflora were curzerene (34.07%), selina-1,3,7(11)-trien-8-one (10.51%), germacrene B (9.51%) and germacrene D (5.03%). The NEO stored at 25 °C remains stable for up to 30 days after preparation. In addition, the NEO showed a particle size of 283.2 nm, a PDI of 0.289, and a zeta potential (ζ) of −23.2 mV. The E. uniflora EO and NEO at a concentration of 36.05 mg/mL were toxic to S. frugiperda (36% probability of survival). Furthermore, NEO was selective for T. pretiosum in its immature stages. The NEO proved to be stable, effective, and selective, indicating potential for IPM. However, validation under semi-field and field conditions is still necessary. Full article
(This article belongs to the Section Phytochemistry)
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22 pages, 5901 KB  
Review
Advances in Micro- and Macrobiological Strategies for Pest Control in Berry Production Systems: A Critical Review
by Oscar Giovanni Gutiérrez-Cárdenas, Humberto Javier López-Macías, Kolima Peña-Calzada, Gerardo Arias-Robledo, Guadalupe Oyoque-Salcedo, Isaac Zepeda-Jazo, Pedro Damián Loeza-Lara, Martin Heil and Omar Fabián Hernández-Zepeda
Plants 2026, 15(1), 144; https://doi.org/10.3390/plants15010144 - 4 Jan 2026
Viewed by 676
Abstract
Berry crops such as strawberry Fragaria × ananassa (Weston), raspberry Rubus idaeus L., blackberry Rubus ulmifolius Schott, 1818, and blueberry Vaccinium myrtillus L. are economically and nutritionally valuable worldwide. However, the intensive use of synthetic pesticides for pest management in these crops has [...] Read more.
Berry crops such as strawberry Fragaria × ananassa (Weston), raspberry Rubus idaeus L., blackberry Rubus ulmifolius Schott, 1818, and blueberry Vaccinium myrtillus L. are economically and nutritionally valuable worldwide. However, the intensive use of synthetic pesticides for pest management in these crops has led to ecological imbalance, pest resistance, and negative effects on non-target organisms and human health. The integration of biological control agents into sustainable integrated pest management (IPM) systems represents an alternative. This review compiles and evaluates current advances in the application of baculoviruses (BVs), entomopathogenic fungi (EPFs), nematodes (EPNs), predatory mites (PMs), and parasitoid wasps (PWs) for pest suppression in berry crops. Emphasis was placed on their ecological interactions, host specificity, and compatibility within IPM frameworks. The combined use of micro- and macrobiological control agents effectively reduces key pest populations. However, field efficacy remains influenced by abiotic stressors such as UV radiation, temperature fluctuations, and chemical incompatibility. The integration of native micro- and macrobiological control agents of through conservation biological control (CBC) strategies can enhance sustainability in berry production systems. Future efforts should focus on formulation improvements, adaptive management under field conditions, and synergistic interactions among microbial and arthropod natural enemies. Full article
(This article belongs to the Special Issue Translating Ecological Research into Biological Control Strategies)
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27 pages, 1724 KB  
Review
Regenerative Agriculture and Sustainable Plant Protection: Enhancing Resilience Through Natural Strategies
by Muhammad Ahmad Hassan, Ali Raza, Saba Bashir, Jueping Song, Shoukat Sajad, Ahsan Khan, Laraib Malik and Zoia Arshad Awan
Plants 2026, 15(1), 113; https://doi.org/10.3390/plants15010113 - 31 Dec 2025
Viewed by 571
Abstract
The world faces increasing food, environmental, and human security issues, primarily attributed to an overburdened agricultural sector struggling to keep pace with rising population and demand for food, energy, and fiber. Advances in food production and agriculture, especially with monoculture farming, have continued [...] Read more.
The world faces increasing food, environmental, and human security issues, primarily attributed to an overburdened agricultural sector struggling to keep pace with rising population and demand for food, energy, and fiber. Advances in food production and agriculture, especially with monoculture farming, have continued to meet these demands but at a high price regarding resource depletion and environmental devastation. This is especially severe in developing world areas with rural populations with thin resource margins. Regenerative agriculture has emerged as a solution to provide shielding for food production, ensure environmental protection, and promote social equity while addressing many of these issues. Regenerative agriculture food production aims to restore soils, forests, waterways, and the atmosphere and operate with lower offsite negative environmental and social impacts. This review discusses the fundamental principles and practices of sustainable plant protection for regenerative farming. It focuses on the role of biological and ecological processes, reduces non-renewable inputs, and aims to incorporate traditional ecological knowledge into pest control practices. It offers essential transition strategies, including critical changes from conventional integrated pest management (IPM) to agro-ecological crop protection, focusing on systemic approaches to design agroecosystems. It also reaffirms the importance of a vast diversity of pest control methods that are culturally, mechanistically, physically, and biologically appropriate for regenerative farming practices. Ultimately, the aim is to encourage ecological, economic, and social sustainability for the future of more resilient and controlled agricultural practices. Full article
(This article belongs to the Special Issue Crop Fertilizer Management and Integrated Pathogen Management)
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21 pages, 3042 KB  
Article
Temperature Changes Affect the Vulnerability of Cotton Bollworms, Helicoverpa armigera (Hübner)
by Jian Huang, Pengfei Wu, Wenyuan Xing and Xiaojun Wang
Insects 2026, 17(1), 40; https://doi.org/10.3390/insects17010040 - 28 Dec 2025
Viewed by 557
Abstract
The cotton bollworm, Helicoverpa armigera (Hübner), a cosmopolitan agricultural pest, inflicts severe impacts on global agriculture. As a poikilotherm, it was highly susceptible to climate change, yet critical gaps persist in understanding how its sensitivity interacts with climatic shifts—knowledge essential for integrated pest [...] Read more.
The cotton bollworm, Helicoverpa armigera (Hübner), a cosmopolitan agricultural pest, inflicts severe impacts on global agriculture. As a poikilotherm, it was highly susceptible to climate change, yet critical gaps persist in understanding how its sensitivity interacts with climatic shifts—knowledge essential for integrated pest management (IPM). We, therefore, analyzed H. armigera’s susceptibility to temperature variations using long-term pest population and meteorological data from Maigaiti and Bachu Counties (southern Xinjiang) and Shawan County (northern Xinjiang). The results showed H. armigera populations increased overall, with reduced interannual fluctuation magnitude. The main meteorological factors influencing the interannual population changes of H. armigera in Maigaiti, Bachu, and Shawan were Tmax difference in winter (98.0%), Tmin difference in May (80.7%), and Tmin difference in July (99.4%), respectively. Higher winter temperature (particularly February) reduced the spring population sizes across all three regions, with only the population in Bachu showing a significant correlation. For annual populations, warmer winter caused a significant decline in Bachu, a marked increase in Maigaiti, and a non-significant rise in Shawan. Summer temperature below 33 °C boosted populations in all regions; above 33 °C, the Maigaiti population declined non-significantly, while the Bachu population dropped significantly. Climate warming advanced the pest’s first appearance, delayed its disappearance, and extended its active period, increasing population size—a trend projected to intensify in the future. Maigaiti and Shawan populations were governed by Tmax in winter and Tmin in July, respectively, whereas the Bachu population was constrained by temperature differences during multiple key growth and development periods throughout the year. These divergent regulatory patterns and climatic responses reflect varying vulnerability levels, providing a theoretical basis for targeted H. armigera control. Full article
(This article belongs to the Special Issue Cotton Pest Management)
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22 pages, 8278 KB  
Article
Detoxification Responses of Tuta absoluta (Meyrick) to Serratia marcescens (Bizio) Strain Tapa21 Infection Revealed by Transcriptomics
by Yuzhou Wang, Abdul Basit, Xiangyun Cai, Luohua Shang, Zhujun Wang, Baiting Li, Xiujie Li, Yan Zhao and Youming Hou
Agriculture 2026, 16(1), 48; https://doi.org/10.3390/agriculture16010048 - 25 Dec 2025
Viewed by 444
Abstract
Tuta absoluta (Meyrick) is a globally invasive lepidopteran pest that has developed resistance to multiple classes of chemical insecticides, posing major challenges for the sustainable production of Solanaceae crops. In this study, we investigated the physiological and molecular responses of T. absoluta larvae [...] Read more.
Tuta absoluta (Meyrick) is a globally invasive lepidopteran pest that has developed resistance to multiple classes of chemical insecticides, posing major challenges for the sustainable production of Solanaceae crops. In this study, we investigated the physiological and molecular responses of T. absoluta larvae to infection by the entomopathogenic bacterium Serratia marcescens (Bizio) strain Tapa21, which was isolated from naturally infected larvae and characterized through phenotypic, molecular, and phylogenetic analyses. Laboratory bioassays demonstrated dose- and time-dependent mortality of T. absoluta larvae, with mortality reaching nearly 80% at the highest Tapa21 concentration at 120 h post-infection (hpi), with a median lethal concentration (LC50) of Optical Density (OD)600 = 0.52 and a median lethal time (LT50) of 5.2 d. RNA-Seq was performed, revealing 493 differentially expressed genes (DEGs), including 304 up-regulated and 189 down-regulated transcripts. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses indicated activation of detoxification-related enzymes, lysosome- and immune-associated pathways, and metabolic reprogramming, suggesting coordinated defense responses. A subset of genes, randomly selected across expression levels, was validated by RT-qPCR, corroborating the transcriptomic results. These results delineate the molecular mechanisms by which T. absoluta reshapes its physiological state during bacterial challenge and provide insight into how entomopathogenic strain Tapa21 disrupts host homeostasis. Such a mechanistic understanding could potentially contribute to sustainable and integrated pest management (IPM) strategies. Full article
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31 pages, 2989 KB  
Article
Percentile-Based Outbreak Thresholding for Machine Learning-Driven Pest Forecasting in Rice (Oryza sativa L.) Farming: A Case Study on Rice Black Bug (Scotinophara coarctata F.) and the White Stemborer (Scirpophaga innotata W.)
by Gina D. Balleras, Sailila E. Abdula, Cristine G. Flores and Reymark D. Deleña
Sustainability 2026, 18(1), 182; https://doi.org/10.3390/su18010182 - 24 Dec 2025
Viewed by 876
Abstract
Rice (Oryza sativa L.) production in the Philippines remains highly vulnerable to recurrent outbreaks of the Rice Black Bug (RBB; Scotinophara coarctata F.) and White Stemborer (WSB; Scirpophaga innotata W.), two of the most destructive pests in Southeast Asian rice ecosystems. Classical [...] Read more.
Rice (Oryza sativa L.) production in the Philippines remains highly vulnerable to recurrent outbreaks of the Rice Black Bug (RBB; Scotinophara coarctata F.) and White Stemborer (WSB; Scirpophaga innotata W.), two of the most destructive pests in Southeast Asian rice ecosystems. Classical economic threshold levels (ETLs) are difficult to estimate in smallholder settings due to the lack of cost–loss data, often leading to either delayed or excessive pesticide application. To address this, the present study developed an adaptive outbreak-forecasting framework that integrates the Number–Size (N–S) fractal model with machine learning (ML) classifiers to define and predict pest regime transitions. Seven years (2018–2024) of light-trap surveillance data from the Philippine Rice Research Institute–Midsayap Experimental Station were combined with daily climate variables from the NASA POWER database, including air temperature, humidity, precipitation, wind, soil moisture, and lunar phase. The N–S fractal model identified natural breakpoints in the log–log cumulative frequency of pest counts, yielding early-warning and severe-outbreak thresholds of 134 and 250 individuals for WSB and 575 and 11,383 individuals for RBB, respectively. Eight ML algorithms such as Logistic Regression, Decision Tree, Random Forest, Support Vector Machine, Balanced Bagging, LightGBM, XGBoost, and CatBoost were trained on variance-inflation-filtered climatic and temporal predictors. Among these, CatBoost achieved the highest predictive performance for WSB at the 94.3rd percentile (accuracy = 0.932, F1 = 0.545, ROC–AUC = 0.957), while Logistic Regression performed best for RBB at the 75.1st percentile (F1 = 0.520, ROC–AUC = 0.716). SHAP (SHapley Additive exPlanations) analysis revealed that outbreak probability increases under warm nighttime temperatures, high surface soil moisture, moderate humidity, and calm wind conditions, with lunar phase exerting additional modulation of nocturnal pest activity. The integrated fractal–ML approach thus provides a statistically defensible and ecologically interpretable basis for adaptive pest surveillance. It offers an early-warning system that supports data-driven integrated pest management (IPM), reduces unnecessary pesticide use, and strengthens climate resilience in Philippine rice ecosystems. Full article
(This article belongs to the Special Issue Advanced Agricultural Economy: Challenges and Opportunities)
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20 pages, 895 KB  
Review
Mating Disruption as a Pest Management Strategy: Expanding Applications in Stored Product Protection
by Sergeja Adamič Zamljen, Tanja Bohinc and Stanislav Trdan
Agronomy 2026, 16(1), 39; https://doi.org/10.3390/agronomy16010039 - 23 Dec 2025
Viewed by 498
Abstract
Mating disruption (MD) is an environmentally friendly pest management approach that uses synthetic pheromones to interfere with insect mate location and reproduction. This review summarizes current progress in the application of MD for stored-product pests, with emphasis on Lepidoptera (Plodia interpunctella Hübner [...] Read more.
Mating disruption (MD) is an environmentally friendly pest management approach that uses synthetic pheromones to interfere with insect mate location and reproduction. This review summarizes current progress in the application of MD for stored-product pests, with emphasis on Lepidoptera (Plodia interpunctella Hübner and Ephestia kuehniella Zeller (Pyralidae)) and Coleoptera (Sitophilus spp. (Curculionidae)). For moth pests, numerous studies have demonstrated substantial suppression of mating and population growth under both laboratory and field conditions, particularly when MD is integrated with sanitation, monitoring and other IPM measures. Conversely, MD applications against beetles have been less successful due to their aggregation-based communication and lower volatility of their pheromones. Advances in pheromone formulation technology, including polymer dispensers, microencapsulated sprays and aerosol emitters, have improved pheromone stability and controlled release, although achieving uniform coverage in large and aerated storage environments remains challenging. The integration of MD with biological control, temperature management and reduced fumigant use offers promising directions for sustainable pest suppression. Continued development of smart-release devices, long-term field validation and integration with automated monitoring systems will further enhance the feasibility and cost-effectiveness of MD. Overall, MD represents a key behavioral component in reducing pesticide reliance and promoting sustainable management of stored-product pests. Full article
(This article belongs to the Special Issue Sustainable Agriculture: Plant Protection and Crop Production)
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13 pages, 771 KB  
Article
Optimizing Caffeine Treatments for Brown Marmorated Stink Bug Management in Laboratory Bioassays
by Miko Keno R. Cruz, Darija Lemic, Marko Vinceković, Martina Pajač Beus, Helena Viric Gasparic, Renata Bažok and Ivana Pajač Živković
Agronomy 2025, 15(12), 2867; https://doi.org/10.3390/agronomy15122867 - 14 Dec 2025
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Abstract
The brown marmorated stink bug (Halyomorpha halys Stål, 1855) is a globally invasive polyphagous pest that challenges conventional chemical control. We evaluated caffeine-based preparations—alone and combined with chitosan, acetic acid, and ethanol—against adults under laboratory conditions using topical application and 72 h [...] Read more.
The brown marmorated stink bug (Halyomorpha halys Stål, 1855) is a globally invasive polyphagous pest that challenges conventional chemical control. We evaluated caffeine-based preparations—alone and combined with chitosan, acetic acid, and ethanol—against adults under laboratory conditions using topical application and 72 h mortality readouts. Among caffeine-in-water treatments, 3% (w/v) yielded the highest mortality (52.5%), indicating an efficacy peak constrained by solubility/precipitation. The most effective overall formulation was 1% caffeine + 1% chitosan + 3% acetic acid, reaching 57.5% mortality and outperforming higher caffeine loads (3–5%). Ethanol as a co-solvent consistently reduced efficacy across concentrations. Patterns across treatments indicate that bioefficacy was driven predominantly by formulation chemistry rather than dose: the chitosan–acetic acid matrix enhanced cuticular deposition, retention, and diffusion of caffeine, whereas high caffeine levels likely triggered detoxification responses and/or reduced bioaccessible dose due to precipitation. By enabling lower active ingredient loads with equal or greater bioactivity, the biodegradable chitosan–acid system improves the environmental profile of caffeine-based insecticides. These results identify a practical, low-complexity path to optimize caffeine delivery for H. halys control and support integration into IPM frameworks. Field validation, testing on earlier life stages, and assessment of non-target effects and resistance biomarkers are warranted to translate these findings into robust, sustainable pest management strategies. Full article
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