Crop ProtectionPub Date : 2025-04-09DOI: 10.1016/j.cropro.2025.107231
Aggrey Keya Osogo , Francis Muyekho , Patrick Okoth , Hassan Were , G. Ayaaga
{"title":"Occurrence, distribution, incidence, and severity of common bean viral diseases in resource-limited smallholder farms of western Kenya","authors":"Aggrey Keya Osogo , Francis Muyekho , Patrick Okoth , Hassan Were , G. Ayaaga","doi":"10.1016/j.cropro.2025.107231","DOIUrl":"10.1016/j.cropro.2025.107231","url":null,"abstract":"<div><div>The common bean (<em>Phaseolus vulgaris</em> L.) is a vital pulse crop in Kenya, supporting over 300 million people in East Africa and Latin America with its high protein and starch content. However, bean production in Kenya is declining, particularly in Western Kenya, which contributes about 24 % of the country's dry bean production. The region faces significant challenges from biotic and abiotic factors, notably viral diseases that can cause crop losses of up to 100 %. Currently, there is limited information about these viruses, prevalence, and their distribution in the region A comprehensive disease diagnostic survey was conducted, during which a total of 135 Leaf samples were collected primarily to identify and delineate the distribution of viruses that impact bean crops in the region. Using serological techniques, eight viruses were identified: BCMV (59.3 %), CPMMV (47.3 %), BGMV (44.0 %), BCMNV (25.3 %), BYMV (24.2 %), MCMV (16.5 %), CMV (14.3 %), and CABMV (7.7 %). BCMV was the most prevalent, affecting 60 % of surveyed fields, while CABMV was the least common at 9 %. Importantly, MCMV, previously unreported in common beans, was also observed. Viral infections affected entire fields in 72.5 % of cases. Vihiga County had the highest average incidence and severity of viral diseases at 41.92 %, while Nandi and Bungoma had the lowest at 14 %. The study found no significant differences in viral disease severity or incidence across agro-ecological zones. The findings of this study are crucial for identifying potential outbreaks, understanding virus-host interactions, informing policy formulation, and developing effective prevention strategies for future antiviral research and breeding initiatives in this region.</div></div>","PeriodicalId":10785,"journal":{"name":"Crop Protection","volume":"194 ","pages":"Article 107231"},"PeriodicalIF":2.5,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143824706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Crop ProtectionPub Date : 2025-04-05DOI: 10.1016/j.cropro.2025.107229
Oscar F. Santos-Amaya , Juan E. Hernandez-Plata , Daniel A. Baron-Ortiz , Claudia Y. Miranda-Montañez , Khalid Haddi
{"title":"Practical resistance of fall armyworm to Cry1A.105+Cry2Ab2+Cry3Bb1 Bt maize in Colombia","authors":"Oscar F. Santos-Amaya , Juan E. Hernandez-Plata , Daniel A. Baron-Ortiz , Claudia Y. Miranda-Montañez , Khalid Haddi","doi":"10.1016/j.cropro.2025.107229","DOIUrl":"10.1016/j.cropro.2025.107229","url":null,"abstract":"<div><div>The use of genetically modified maize hybrids that produce insecticidal proteins from <em>Bacillus thuringiensis</em> (Bt) has been the main strategy for controlling the fall armyworm (FAW), <em>Spodoptera frugiperda</em>, in the Americas. However, the evolution of practical resistance has become a great threat to the sustainable use of Bt technology. Currently, the high dose/refuge and pyramided Bt approaches are the two main IRM strategies used in the Americas to delay the evolution of resistance of FAW to Bt crops. In this study, we examined field-evolved resistance to pyramided Bt maize hybrid in the municipality of Paz de Ariporo, Casanare, Colombia, where plant damage by FAW larvae exceeded the economic threshold in 2023. The offspring reared with leaf tissue of Bt (Cry1A.105 + Cry2Ab2 + Cry3Bb1) and non-Bt maize plants showed neonate-to-adult survival rates as high as 50%. All larvae from the resistant population died within three days on Cry1Ab + Vip3Aa20 maize tissue. Our data confirm that FAW populations can overcome the pyramiding of Cry1 and Cry2 family toxins in Bt maize and that the Vip3Aa20 toxin continues to be effective for populations of this species that have lost susceptibility to the Cry1 and Cry2 toxins. These findings provide novel insights to refine current insect resistance management strategies for pyramided Bt crops.</div></div>","PeriodicalId":10785,"journal":{"name":"Crop Protection","volume":"194 ","pages":"Article 107229"},"PeriodicalIF":2.5,"publicationDate":"2025-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143820267","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Crop ProtectionPub Date : 2025-04-05DOI: 10.1016/j.cropro.2025.107234
Pei-Ping Xu , Xin-Yi Chen , Jia-Rui Wang , Zi-Tong Lu , Marguerite Mukangango , Wen-Sang , Bao-Li Qiu , Li-He Zhang , Shaukat Ali
{"title":"The synergistic effects of entomopathogenic fungus Cordyceps javanica and parasitoid Tamarixia radiata in Asian citrus psyllid management","authors":"Pei-Ping Xu , Xin-Yi Chen , Jia-Rui Wang , Zi-Tong Lu , Marguerite Mukangango , Wen-Sang , Bao-Li Qiu , Li-He Zhang , Shaukat Ali","doi":"10.1016/j.cropro.2025.107234","DOIUrl":"10.1016/j.cropro.2025.107234","url":null,"abstract":"<div><div>The Asian citrus psyllid (ACP), <em>Diaphorina citri</em>, is the primary insect vector of <em>Candidatus</em> Liberibacter asiaticus (<em>C</em>Las), which causes Huanglongbing (HLB) in citrus plants. Effective control of <em>D. citri</em> is crucial to preventing the spread of HLB in orchards. Biological control is a key component in Integrated Pest Management (IPM) programs aimed at reducing the use of synthetic chemical insecticides. This study evaluates the compatibility of the entomopathogenic fungus <em>Cordyceps javanica</em> (GZQ-1 strain) and the parasitoid <em>Tamarixia radiata</em>, dominant in controlling <em>D. citri</em>, to develop an effective pest management strategy and model for synergistic control. Our assessment showed that the survival rate of <em>T. radiata</em> was higher than that of <em>D. citri</em> when both were exposed to the same concentration of <em>C. javanica</em>, indicating higher toxicity of <em>C. javanica</em> to <em>D. citri</em>. However, the infected <em>T. radiata</em> exhibited reduced the search effect and parasitism. Five biological control methods were tested. Integrating interval period, pest mortality at different instar stages, and parasitoid population, the optimal strategy was determined to be releasing <em>T. radiata</em> within 6-12 days after spraying <em>C. javanica</em> during the initial flourishing period of the <em>D. citri</em> population. This comprehensive assessment of the safety and effectiveness of entomopathogenic fungi and natural enemies provides a basis for their synergistic application in IPM programs.</div></div>","PeriodicalId":10785,"journal":{"name":"Crop Protection","volume":"194 ","pages":"Article 107234"},"PeriodicalIF":2.5,"publicationDate":"2025-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143799361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Crop ProtectionPub Date : 2025-04-01DOI: 10.1016/j.cropro.2025.107230
Rui Zhang , Chengqing Yang , Dengquan Liu , Zhen Su , Zhongshun Cai , Cheng Li
{"title":"Colletotrichum spaethianum causes leaf spot disease in Stemona japonica in the Guizhou province of China","authors":"Rui Zhang , Chengqing Yang , Dengquan Liu , Zhen Su , Zhongshun Cai , Cheng Li","doi":"10.1016/j.cropro.2025.107230","DOIUrl":"10.1016/j.cropro.2025.107230","url":null,"abstract":"<div><div>Stemona Radix plant belongs to the genus Stemona and the family Stemonaceae. It can be divided into <em>Stemona sessilifolia</em> (Miq.) Miq., <em>Stemona japonica</em>(Bl.) Miq., and <em>Stemona tuberosa</em> Lour. <em>S. japonica</em> is a perennial herb with spindle-shaped succulent tuber roots clustered underground and ascending from the upper part of the stem. <em>S. japonica</em> was first recorded in the \"Famous Doctors Register\". It has a long history of medicinal use in China and is commonly used in Traditional Chinese Medicine clinical medicine. It is sweet and bitter, with thick, fat, solid, and white color characteristics. This study aimed to isolate and identify the pathogen that causes the <em>S. japonica</em> leaf spot disease in Huangping County, Guizhou Province using pathogenicity tests, morphological characteristics, and phylogenetic analysis. In this study, a large number of reddish-brown spots were observed on <em>S. japonica</em> leaves collected from Huangping County, Kaili City, Guizhou Province. Over time, these spots gradually expanded to the entire leaf and eventually led to the death of the entire plant, greatly affecting the yield and quality of the <em>S. japonica</em>. In this study, <em>Colletotrichum spaethianum</em> was identified as a pathogen against <em>S. japonica</em> via morphological characterization; phylogenetic analysis using ITS region, GAPDH and ACT sequences; and pathogenicity tests. For the first time, <em>S. japonica</em> leaf spot was found to be caused by <em>C. spaethianum</em> in China.</div></div>","PeriodicalId":10785,"journal":{"name":"Crop Protection","volume":"194 ","pages":"Article 107230"},"PeriodicalIF":2.5,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143760746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Crop ProtectionPub Date : 2025-04-01DOI: 10.1016/j.cropro.2025.107233
Justine L. Smith , Roger C. Lowe III , L. Mike Conner , Michael T. Mengak
{"title":"Quantifying wild pig (Sus scrofa) damage to corn, cotton, and peanut fields using unmanned aerial systems (UAS) in southwestern Georgia, USA.","authors":"Justine L. Smith , Roger C. Lowe III , L. Mike Conner , Michael T. Mengak","doi":"10.1016/j.cropro.2025.107233","DOIUrl":"10.1016/j.cropro.2025.107233","url":null,"abstract":"<div><div>Within the last 30 years, damage from wild pigs (<em>Sus scrofa</em>) to agricultural crops in the United States has resulted in significant production loss. Unmanned aerial systems (UAS) have been used to identify wild pig damage to corn (<em>Zea mays</em>) in a relatively short time frame. We expanded on current literature by conducting UAS transect flights over 14 center pivot irrigation fields (mean = 52 ha) planted with corn, peanuts (<em>Arachis hypogaea</em>), and/or cotton (<em>Gossypium</em> spp.) in 2021 and 2022. We assembled orthomosaics and extracted heterogeneous areas (HAs) from areas identified as undamaged (homogeneous). We then used object-based Support Vector Machine (SVM) supervised classification to differentiate between wild pig damage, water damage, crop, and weeds within the HAs. Our transects covered an average of 53.9 % of sampled fields, and our SVM model had 82.1 % accuracy relative to unbiased human observers. Wild pig damage did not vary among crops or years and averaged 1.4 % of sampled fields. When extrapolating damage across our 3517 ha study area, we estimated value of crops lost to wild pigs at $107,694/year. We observed less damage than in prior studies and suggest this was due to intense aerial gunning prior to planting season altering wild pig crop use and age distribution (younger/smaller pigs). We suspect that wild pig use of crops during the growing season may have been reduced due to constant control efforts and the increased human activity. We suggest that the timing of wild pig removal efforts decreases crop loss from wild pigs.</div></div>","PeriodicalId":10785,"journal":{"name":"Crop Protection","volume":"194 ","pages":"Article 107233"},"PeriodicalIF":2.5,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143776423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Crop ProtectionPub Date : 2025-03-27DOI: 10.1016/j.cropro.2025.107219
Ishrat Naz , Nawaz Ali , Shah Alam Khan , Hafsa Naeem , Maria , Taimur Iqbal , Syeda Maryam Hussain , Aisha Bibi
{"title":"Rhazya stricta Decne (Apocynaceae) \"Harmal\": A medicinal plant with biocontrol potential against Meloidogyne incognita in tomato","authors":"Ishrat Naz , Nawaz Ali , Shah Alam Khan , Hafsa Naeem , Maria , Taimur Iqbal , Syeda Maryam Hussain , Aisha Bibi","doi":"10.1016/j.cropro.2025.107219","DOIUrl":"10.1016/j.cropro.2025.107219","url":null,"abstract":"<div><div>Root-knot nematodes, <em>Meloidogyne</em> species are top-ranking polyphagous pests in the world affecting a wide range of crops in Pakistan. Rapid climatic changes and the extensive use of nematicides have strongly impacted human health, the environment, beneficial microbial communities and the soil food web. In the current study the efficacy of crude aqueous and MeOH (methanolic) extracts of the whole plant of <em>Rhazya stricta</em> Decne (Apocynaceae), a medicinal Harmal bush was assessed at three different concentrations and exposure periods <em>in vitro</em> and <em>in planta</em> against <em>M. incognita</em> infesting tomato crops in 2020 and 2021. Besides Carbofuran, MeOH extracts @ 75 % caused maximum inhibition of egg hatching (79.5 and 80.0 %) and J<sub>2</sub>s mortality (93.4 and 92.7 %) at 24 and 72 h of exposure in both year trials, respectively. Phytochemical screening of <em>R. stricta</em> revealed alkaloids, flavonoids, phenols, saponins, tannins, steroids, and terpenoids. Thin layer chromatography of aqueous and MeOH extracts detected 6 and 12 bioactive compounds, respectively. Quantitative detection of MeOH extracts produced higher amounts of total phenols (30.56 ± 0.16 mg/g), flavonoids (21.85 ± 0.03 mg/g), and alkaloids (96.7 ± 0.17 mg/g). <em>In planta</em> greenhouse and field assays on tomatoes, MeOH extracts @ 75 % produced highly significant (P = 0.00) results and exhibited no phytotoxic effects. It markedly suppressed a number of galls; galling indices, a number of J<sub>2</sub>s 100 cm<sup>−3</sup> soil, adult females, egg masses and reproduction factor. MeOH extracts substantially increased plant growth and yield parameters under controlled and open field conditions. This research demonstrates the potential of <em>R. stricta</em> as a novel sustainable and eco-friendly strategy for <em>M. incognita</em> in tomato crops, providing a viable alternative to chemical nematicides with low cost and low environmental risks.</div></div>","PeriodicalId":10785,"journal":{"name":"Crop Protection","volume":"194 ","pages":"Article 107219"},"PeriodicalIF":2.5,"publicationDate":"2025-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143799235","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Crop ProtectionPub Date : 2025-03-26DOI: 10.1016/j.cropro.2025.107218
Anita S. Neal, Pasco B. Avery, Ronald D. Cave
{"title":"Mortality rates and feeding behavior of adult Myllocerus undecimpustulatus undatus Marshall (Coleoptera: Curculionidae) exposed to four biopesticides on peach foliage in field cages","authors":"Anita S. Neal, Pasco B. Avery, Ronald D. Cave","doi":"10.1016/j.cropro.2025.107218","DOIUrl":"10.1016/j.cropro.2025.107218","url":null,"abstract":"<div><div>Mortality and feeding damage of <em>Myllocerus undecimpustulatus undatus</em> Marshall (Coleoptera: Curculionidae) exposed to four biopesticides on peach foliage in field cages were assessed at two sites in Florida. Two branches (one for caging weevils and one with no cage) with 6–8 leaves without evidence of herbivory were tagged on each of 25 trees at each site. Before treatment applications, one leaf was collected from each uncaged branch for a baseline assessment of endemic entomopathogenic fungal propagules and spray drift. Treatments were three entomopathogenic fungus-based formulations (BotaniGard®ES, PFR-97™ 20 % WDG, and Met52® EC), one azadirachtin formulation (AzaMax™), and distilled water as a control. Branches tagged for caging were sprayed with either one of the three fungal biopesticide treatments at a concentration of 10<sup>7</sup> propagules per ml, an azadirachtin formulation, or distilled water until runoff and then allowed to air dry. One leaf was randomly selected from each sprayed branch for propagule deposition assessment. Five adult <em>M. undecimpustulatus undatus</em> were placed in each cage (five cages per treatment) and left for 15 days after which survivorship and herbivory were assessed across three trials at each site (15 total replicates per treatment per site). All biopesticide treatments resulted in higher weevil mortality compared to the water control. BotaniGard caused approximately four times higher mortality than the other fungal treatments and 78 % mycosis. Mean damage rating index values were highest in the control treatment, followed by BotaniGard ≥ PFR-97 ≥ Met52 = AzaMax. The high mortality rates caused by BotaniGard and reduced feeding caused by AzaMaz suggest that adult <em>M. undecimpustulatus undatus</em> populations might be managed in the field by combining these two biopesticides.</div></div>","PeriodicalId":10785,"journal":{"name":"Crop Protection","volume":"194 ","pages":"Article 107218"},"PeriodicalIF":2.5,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143739820","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Crop ProtectionPub Date : 2025-03-26DOI: 10.1016/j.cropro.2025.107217
Andresa C.B. Oliveira , Valéria Wanderley-Teixeira , Teófilo P. Langa , José V.C. R. Dantas , Herbert A.A. de Siqueira
{"title":"Chymotrypsin-like proteases contribute to Phthorimaea absoluta (Meyrick) susceptibility to Bacillus thuringiensis","authors":"Andresa C.B. Oliveira , Valéria Wanderley-Teixeira , Teófilo P. Langa , José V.C. R. Dantas , Herbert A.A. de Siqueira","doi":"10.1016/j.cropro.2025.107217","DOIUrl":"10.1016/j.cropro.2025.107217","url":null,"abstract":"<div><div><em>Phthorimaea absoluta</em> (Meyrick) is a globally significant pest of tomato crops, capable of causing up to 100 % yield losses under high infestation levels. The continuous use of chemical insecticides has led to the evolution of resistant <em>P. absoluta</em> populations, resulting in frequent control failures in the field. This scenario extends to the entomopathogenic bacterium <em>Bacillus thuringiensis</em> (Berliner), raising concerns about resistance development due to increased usage as an alternative to chemical control. This study tested the hypothesis that Brazilian populations of <em>P. absoluta</em> have developed resistance to <em>Bt</em> formulations and investigated the role of serine proteases in this process. We conducted concentration-response assays for eight <em>P. absoluta</em> populations. Resistance variation was observed, with a 2.93-fold increase for Dipel® and a 5.83-fold increase for XenTari®. The LC80 values for XenTari® exceeded the recommended dose, indicating potential field control failures. Serine protease activities, specifically chymotrypsin and elastase, were inversely proportional to the LC50 values for Dipel®, suggesting their involvement in toxin activation. However, no correlation was found between serine protease activity and LC50 values for XenTari®, implying that these enzymes do not contribute to resistance against this formulation. The differential toxin composition of the two products likely explains the higher efficacy of <em>B. thuringiensis</em> var. <em>kurstaki</em> (Dipel®) compared to <em>B. thuringiensis</em> var. <em>aizawai</em> (XenTari®) against <em>P. absoluta</em>. The presence of the Cry1Ac toxin in Dipel® appears to enhance its efficiency in controlling <em>P. absoluta</em> while exerting selective pressure on the insect's humoral defenses.</div></div>","PeriodicalId":10785,"journal":{"name":"Crop Protection","volume":"194 ","pages":"Article 107217"},"PeriodicalIF":2.5,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143747737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Crop ProtectionPub Date : 2025-03-25DOI: 10.1016/j.cropro.2025.107206
Armin Ehrampoosh , Pushpika Hettiarachchi , Anand Koirala , Jahan Hassan , Nahina Islam , Biplob Ray , Md Nurun Nabi , Mohamed Tolba , Abdul Md Mazid , Cheng-Yuan Xu , Nanjappa Ashwath , Pavel Dzitac , Steven Moore
{"title":"Intelligent weed management using aerial image processing and precision herbicide spraying: An overview","authors":"Armin Ehrampoosh , Pushpika Hettiarachchi , Anand Koirala , Jahan Hassan , Nahina Islam , Biplob Ray , Md Nurun Nabi , Mohamed Tolba , Abdul Md Mazid , Cheng-Yuan Xu , Nanjappa Ashwath , Pavel Dzitac , Steven Moore","doi":"10.1016/j.cropro.2025.107206","DOIUrl":"10.1016/j.cropro.2025.107206","url":null,"abstract":"<div><div>Modern agriculture is increasingly adopting intelligent technologies to enhance productivity while minimizing production costs and reducing adverse environmental impacts. A prime example of this synergy is the use of image processing to identify weeds, enabling targeted herbicide spraying with autonomous devices such as robots and drones. This approach not only reduces production costs but also ensures sustainable farming while minimizing negative environmental impacts. Designing an intelligent weed management system requires a multidisciplinary approach, combining agriculture, big data processing, machine learning, computer science, robotics, and plant science. Currently, independent studies have focused on some of these aspects, but few have taken a holistic approach to address the issue. This paper highlights the approach taken in developing innovative and ecologically sustainable weed management systems for agriculture. It also presents a comprehensive overview of a weed management system that integrates coordinated weed detection and spraying, detailing its unique components. The paper reviews and contrasts various image analysis techniques used in weed detection, particularly those employing artificial intelligence and imagery captured by unmanned aerial vehicles (UAVs). Furthermore, the paper highlights recent advancements in image processing platforms, such as the shift towards local and edge computing, and the growing need for near-real-time processing in agricultural applications. It also explores the development of commercial weed-spraying drones and discusses various aspects of an autonomous weed control system, including design, navigation, and spraying mechanisms for targeted application. Finally, the paper identifies key research needs for developing an AI-based, targeted herbicide spraying system that could significantly contribute to sustainable, economically viable, and efficient agricultural practices.</div></div>","PeriodicalId":10785,"journal":{"name":"Crop Protection","volume":"194 ","pages":"Article 107206"},"PeriodicalIF":2.5,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143715340","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Crop ProtectionPub Date : 2025-03-24DOI: 10.1016/j.cropro.2025.107215
Dexiong Liu, Lang Chen, Shaoyu Tai, Yunwu Li, Changsu Xu
{"title":"Model and experiment of target-specific variable spraying based on canopy volume perception","authors":"Dexiong Liu, Lang Chen, Shaoyu Tai, Yunwu Li, Changsu Xu","doi":"10.1016/j.cropro.2025.107215","DOIUrl":"10.1016/j.cropro.2025.107215","url":null,"abstract":"<div><div>To address the issues of pesticide deposition in non-target areas, pesticide drift leading to environmental pollution, and low pesticide utilization rates associated with traditional orchard spraying methods, a target-specific variable spraying prototype based on LiDAR (Light Detection and Ranging) canopy profiling was designed. The prototype employed a 3D LiDAR sensor as a detector and utilized the improved α-shape algorithm to extract the canopy contours, allowing for the accurate calculation of canopy volume. Based on the canopy volume, a pulse width modulation (PWM) pesticide dosage calculation model was established. The prototype integrates the offset of the droplets in the wind field to construct a spray-barrel pitch control model that fits the canopy contour. An orchard laser target-specific variable spraying control system and device were developed by incorporating a target-specific spraying control method. This device was mounted on a tracked power chassis to create an integrated target-specific variable-spraying machine prototype. Test results indicated that the droplet deposition density exceeded 80 <span><math><mrow><mtext>droplets</mtext><mo>∙</mo><msup><mtext>cm</mtext><mrow><mo>‐</mo><mn>2</mn></mrow></msup></mrow></math></span>, achieving effective canopy coverage. In the designated test area, the pesticide solution usage for continuous spraying and target-specific variable spraying was 1.359 and 0.715 L, respectively, saving 47.96 % of pesticide with target-specific variable spraying. This system can achieve precise control of target-specific variable spraying based on changes in the position and volume of the tree canopies. The results of this study contribute to the rapid development and application of precision spraying technology in orchards.</div></div>","PeriodicalId":10785,"journal":{"name":"Crop Protection","volume":"194 ","pages":"Article 107215"},"PeriodicalIF":2.5,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143760624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}