{"title":"Development and field evaluation of a straddle-frame honeysuckle harvesting robot","authors":"Zhaoyu Rui , Zhao Zhang , Cunming Hao , C. Igathinathane , Afshin Azizi , Xiaofei Wu , Man Zhang , Fazeel Abid , Seyed Mohamad Javidan","doi":"10.1016/j.biosystemseng.2025.104234","DOIUrl":"10.1016/j.biosystemseng.2025.104234","url":null,"abstract":"<div><div>Honeysuckle (<em>Lonicera japonica</em> L.) holds significant economic value due to its traditional medicinal applications. However, the lack of modern mechanical harvesting methods renders the honeysuckle harvesting approach still manual. Increasing labour costs and a diminishing labour pool significantly increase the production cost of honeysuckles, potentially jeopardising sustainable production. Therefore, a straddle-frame honeysuckle-picking robot, which consists of a customised electric platform and gripper, was developed and field-tested. A rotatable two degrees-of-freedom gripping end-effector was designed to adapt to different honeysuckle orientations. The YOLOv8-pose algorithm was employed to detect picking points and ascertain flower orientation. This algorithm uses the keypoint located at the upper part of the honeysuckle as the picking point, thereby ensuring accurate positioning while simultaneously detecting the angle of the connecting line between the bud head and tail relative to the horizontal line and accordingly adjusting the rotation of the gripping finger. The model demonstrated robust performance in natural field environments, achieving 0.96 precision, 0.85 recall, 0.90 F<sub>1</sub>-score, and 4.97° mean absolute error. Test results at various picking points indicated that the damage rate incurred when picking the honeysuckle in the bud's middle was about 20°%, while picking at the head resulted in minimal or no damage. For the picking performance evaluation experiment, a dataset of 2°06 honeysuckles was tested, resulting in a success rate of 66.8 %, a damage rate of 9.6°%, a positioning accuracy of 68.5°%, and average time to harvest one honeysuckle of 4.9 s. The developed honeysuckle harvest robot presents a promising solution for the automated harvesting of honeysuckle.</div></div>","PeriodicalId":9173,"journal":{"name":"Biosystems Engineering","volume":"257 ","pages":"Article 104234"},"PeriodicalIF":4.4,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144670735","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yang Guo , Junshu Wang , Peng Lin , Chengcheng Yin , Yuxing Han
{"title":"Multiple behaviour recognition of free-range broilers in cross-domain scenarios using MCA-YOLOv5","authors":"Yang Guo , Junshu Wang , Peng Lin , Chengcheng Yin , Yuxing Han","doi":"10.1016/j.biosystemseng.2025.104226","DOIUrl":"10.1016/j.biosystemseng.2025.104226","url":null,"abstract":"<div><div>Precision livestock farming is the trend of the future, and the use of computer vision to replace traditional manual monitoring is the key to real-time poultry disease monitoring. Behaviour changes in broilers serve as important indicators of their health status. In previous studies, most broiler research has focused on basic behaviours such as drinking, feeding and walking. However, with the transition to cage-free housing, more natural behaviours need to be monitored for welfare assessment. To address this issue, the article proposes a multi-behaviour monitoring model for broilers that combines computer vision. To improve the model accuracy without increasing the overall parameter amount. First, the Transformer-based MobileVitV3 lightweight network structure had been introduced into the YOLOv5. Then, the Coordinate Attention (CA) attention mechanism had been incorporated into the Backbone to focus on important features. Finally, a new loss function called Focal-DIOU had been innovatively proposed. The experimental results demonstrate that our proposed MCA-YOLOv5 model achieves the highest recognition accuracy, with precision (P) and mean Average Precision (mAP) reaching 90 % and 91 % respectively. The method further improved algorithm performance and reduced computational cost compared with the state-of-the-art, such as YOLOv5s, SSD, Faster-RCNN, YOLOv3, YOLOv4, and PPYOLO. Compared with these algorithms, the P of the proposed improved model increased by 2.0 %, 15.5 %, 9.0 %, 32.5 %, 2.7 %, 2.8 %, and 7.5 %, respectively. By utilising the MCA-YOLOv5 model in cross-domain scenarios, it can accurately identify 12 different behaviours of broilers, providing new insights for the development of intelligent equipment in livestock farming.</div></div>","PeriodicalId":9173,"journal":{"name":"Biosystems Engineering","volume":"257 ","pages":"Article 104226"},"PeriodicalIF":4.4,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144670737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jishun Liu , Xintao Han , Chanda Mulongoti , Zenghong Ma , Xiaohua Yao , Qiyin Zhuang , Sergio Castro-García , Xiaoqiang Du
{"title":"Vibration dynamics of pruned canopy: Investigating the impact of excitation trajectories on fruit-tree system response","authors":"Jishun Liu , Xintao Han , Chanda Mulongoti , Zenghong Ma , Xiaohua Yao , Qiyin Zhuang , Sergio Castro-García , Xiaoqiang Du","doi":"10.1016/j.biosystemseng.2025.104236","DOIUrl":"10.1016/j.biosystemseng.2025.104236","url":null,"abstract":"<div><div>Vibratory harvesting efficiency for forest fruits like <em>Camellia oleifera</em> (edible-oil tree) depends on machine vibration parameters and tree biomechanics, particularly tree structure. This study aimed to improve fruit removal and identify optimal tree structures for mechanised harvesting. A dynamic branch-fruit model based on an epitrochoid trajectory identified excitation frequency and trajectory amplitude as key detachment factors. Box-Behnken experiments determined the optimal vibration response at 7 Hz and 90 mm amplitude, considering branch angle and length. A parallel mechanism-driven canopy shaker was designed for field trials. The <em>C. oleifera</em> morphology was modified by pruning to assess vibration response and attenuation across canopies with varying branch angles. Branches inclined between 30° and 60° exhibited the highest vibration acceleration (26.5 m s<sup>−2</sup>), while those between 0° and 30° showed the lowest (13.8 m s<sup>−2</sup>). Vibration attenuation was the highest in 0°–30° branches and the lowest in 60°–90° branches. Based on these results and conventional practices, an optimal pruning scheme was developed to facilitate harvesting without compromising yield. Field harvesting trials achieved an average fruit removal rate of 75.1 % and an average bud shedding rate of 11.6 %.</div></div>","PeriodicalId":9173,"journal":{"name":"Biosystems Engineering","volume":"257 ","pages":"Article 104236"},"PeriodicalIF":4.4,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144670848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pablo García, Anders Feilberg, Lise Bonne Guldberg, Michael Jørgen Hansen
{"title":"Study on ammonia, methane, and odour emissions dynamics from pig slurry systems in an experimental chamber","authors":"Pablo García, Anders Feilberg, Lise Bonne Guldberg, Michael Jørgen Hansen","doi":"10.1016/j.biosystemseng.2025.104237","DOIUrl":"10.1016/j.biosystemseng.2025.104237","url":null,"abstract":"<div><div>Agriculture is a major source of ammonia, methane, and odorants. Slurry management contributes significantly to their emissions and understanding the release mechanism of these gaseous compounds is essential for developing effective mitigation strategies. To identify key factors governing ammonia, methane, and slurry odorant emissions under controlled conditions, we developed an experimental chamber with partially slatted floor. The study includes simultaneous increases in slurry surface area and volume, increases in volume alone, setting different ventilation rates, and the effects of fouling. Ammonia emissions were significantly influenced by the simultaneous increase in both surface area and volume, by the ventilation rate and by the application of fouling. Methane emissions were significantly affected by the simultaneous increase in both surface area and volume, as well as the increase in volume alone, while ventilation rate or fouling had no significant effect on emissions. The dominant odorants emerging from slurry in terms of odour activity value were 3-methyl-1H-indole, 4-methylphenol, and hydrogen sulphide. Hydrogen sulphide exhibited emission patterns similar to methane, while emission patterns of 4-methylphenol and 3-methyl-1H-indole were more comparable with those of ammonia. Our results indicate that mitigation strategies should focus on controlling the slurry surface area and preventing fouling to reduce ammonia and odour emissions whereas maintaining a low slurry volume limits methane and hydrogen sulphide emissions.</div></div>","PeriodicalId":9173,"journal":{"name":"Biosystems Engineering","volume":"257 ","pages":"Article 104237"},"PeriodicalIF":4.4,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144670732","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Smoothing of headland path edges and headland-to-mainfield lane transitions based on a spatial domain transformation and linear programming","authors":"Mogens Plessen","doi":"10.1016/j.biosystemseng.2025.104229","DOIUrl":"10.1016/j.biosystemseng.2025.104229","url":null,"abstract":"<div><div>Within the context of in-field path planning, and under the assumption of nonholonomic vehicle models, this paper addresses two tasks: smoothing of headland path edges and smoothing of headland-to-mainfield lane transitions. Both tasks are solved by a two-step hierarchical algorithm. The first step differs for the two tasks generating either a piecewise-affine or a Dubins reference path. The second step leverages a transformation of vehicle dynamics from the time domain into the spatial domain and linear programming. Benefits, such as a hyperparameter-free objective function and spatial constraints useful for area coverage gaps avoidance and precision path planning, are discussed. The method, which is a deterministic optimisation-based method, is evaluated on 5 real-world fields solving 19 instances of the first task and 84 instances of the second task.</div></div>","PeriodicalId":9173,"journal":{"name":"Biosystems Engineering","volume":"257 ","pages":"Article 104229"},"PeriodicalIF":4.4,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144670843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Korbinian Götz , Lucien Müller , Simon Mailhammer , Peter Pickel , Markus Lienkamp
{"title":"Electrify agriculture: Developing an economically viable electric tractor concept for smallholder farming in Germany and Sub-Saharan Africa","authors":"Korbinian Götz , Lucien Müller , Simon Mailhammer , Peter Pickel , Markus Lienkamp","doi":"10.1016/j.biosystemseng.2025.104221","DOIUrl":"10.1016/j.biosystemseng.2025.104221","url":null,"abstract":"<div><div>Agriculture is responsible for up to a quarter of all greenhouse gas emissions, and tractors play a significant role in this through the combustion of fossil fuels, as they are the central component of the global mechanisation process. Hence, the transition to electric tractors (ETs) presents a significant opportunity for reducing fossil-driven emissions and switching to renewable sources. However, the electrification of tractors initially leads to higher costs, preventing widespread adoption of the new technology. Therefore, this study proposes a holistic view of the whole life cycle of electric tractors: We investigate the economic viability of electric tractors with a comparative analysis to equivalent diesel tractors. The paper presents a purpose-designed concept that involves a comprehensive bottom-up assessment of the total cost of ownership (TCO), providing a scalable component inventory and leveraging real-world agricultural data. Case studies are presented for different farming scenarios in Germany, Ethiopia, and Rwanda, revealing that while the initial acquisition costs of ETs are higher, the proposed purpose-driven design can lead to a substantial reduction in operational costs, and favourable electricity prices from renewable sources can lead to significant long-term savings. The model results demonstrate that with policy and design, electric tractors (ETs) can be a cost-effective and sustainable alternative to conventional diesel tractors in a smallholder farming context.</div></div>","PeriodicalId":9173,"journal":{"name":"Biosystems Engineering","volume":"257 ","pages":"Article 104221"},"PeriodicalIF":4.4,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144670845","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xin Feng , Yunpeng Gao , Lijun Wang , Chunzhe Jiang , Wenyao Huang , Shuheng Wang
{"title":"Investigation of the gas-solid two-phase motion in the cleaning device with imitating the pigeon feather sieve based on the CFD-DEM method","authors":"Xin Feng , Yunpeng Gao , Lijun Wang , Chunzhe Jiang , Wenyao Huang , Shuheng Wang","doi":"10.1016/j.biosystemseng.2025.104233","DOIUrl":"10.1016/j.biosystemseng.2025.104233","url":null,"abstract":"<div><div>Screening is crucial in combine harvesters. To clean maize mixture at a high feed rate, a bionic sieve inspired by pigeon feather microstructure was designed. Using computational fluid dynamics (CFD)-discrete element method (DEM), results revealed the airflow above the bionic sieve increased, then decreased, then increased from front to rear, and was enhanced by 0.07, 0.06, and 0.1 m s<sup>−1</sup> at the front, middle, and tail compared to the plane sieve. Single-factor tests evaluated the influence of height of sieve shaft, velocity of inlet airflow, and angle of inlet airflow on process indices of stratification degree and separation degree of maize grains and impurities, and final indices of cleaning percentage of maize grains (CPMG), loss percentage of maize grains (LPMG) and velocity ratio of grains penetrating sieve holes (VRGPSH). Results showed parameters of sieve structure and inlet airflow significantly affected final indices (P < 0.05), except angle of inlet airflow on VRGPSH (P = 0.06179). The separation degree of maize grains and impurities showed strong positive correlations with CPMG and LPMG, but only showed medium positive correlations with VRGPSH. The stratification degree of maize grains and impurities showed weak positive correlations with CPMG, weak negative correlations with LPMG, and medium positive correlations with VRGPSH. At a high maize mixture feed rate of 7 kg s<sup>−1</sup>, the bionic sieve improved CPMG by 2.02 % and reduced LPMG by 0.53 % compared to the plane sieve. This study proved the feasibility of using the bionic structure to optimise the cleaning device of separating large-fed mixtures.</div></div>","PeriodicalId":9173,"journal":{"name":"Biosystems Engineering","volume":"257 ","pages":"Article 104233"},"PeriodicalIF":4.4,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144670847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Stamatis Chrysanthopoulos , Salomé Pocheville , João Coutinho , Luisa Brito , David Fangueiro
{"title":"Effect of pH modification on ammonia emissions, greenhouse gas emissions, and sanitisation of pig slurry during short-term storage","authors":"Stamatis Chrysanthopoulos , Salomé Pocheville , João Coutinho , Luisa Brito , David Fangueiro","doi":"10.1016/j.biosystemseng.2025.104228","DOIUrl":"10.1016/j.biosystemseng.2025.104228","url":null,"abstract":"<div><div>Storage is an important part of the manure management chain where considerable losses of ammonia (NH<sub>3</sub>) and greenhouse gases (GHG) can occur. Modification of the pH value is a promising approach to achieve slurry sanitisation and provide a safe organic fertiliser to farmers. Furthermore, such treatment should ideally induce a decrease of NH<sub>3</sub> or GHG emissions during storage. Therefore, the aim of the present work was to assess the effect of pH modification on NH<sub>3</sub> and GHG emissions during short-term storage of pig slurry. Three treatment strategies were considered: mineral acidification (pH 5), biological acidification (bio-acidification; pH 5) and alkalinisation (9.5). By-products from the paper-industry or carbon-rich substrates were used as alternative additives to mineral acidification. Results showed that all treatment strategies reduced <em>E. coli</em> numbers. However, complete slurry sanitisation (<1000 colony forming units (CFU) g<sup>−1</sup> slurry) was evident only with mineral acidification. A reduction of >85 % NH<sub>3</sub> emissions compared to raw slurry was obtained with slurry (bio)-acidification whereas alkalinisation led to NH<sub>3</sub> volatilisation similar to raw slurry. Sugar addition stimulated methane (CH<sub>4</sub>) emissions during storage while alkalinisation led to minimal CH<sub>4</sub> emissions. The acid by-product used for slurry acidification significantly reduced carbon dioxide (CO<sub>2</sub>) emissions. Slurry alkalinisation presented the lowest total GHG emissions, even when indirect nitrous oxide emissions were considered from volatilised NH<sub>3</sub>. Results suggest that strategies used to sanitise pig slurry through pH modification can also be beneficial to mitigate NH<sub>3</sub> and/or GHG emissions during storage.</div></div>","PeriodicalId":9173,"journal":{"name":"Biosystems Engineering","volume":"257 ","pages":"Article 104228"},"PeriodicalIF":4.4,"publicationDate":"2025-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144563094","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Meiyu Zhang , Di Liu , Jing Xu , Xinyue Zhang , Yuxing Wang , Shijie Gao , Xiaoyan Wang
{"title":"A non-contact intra-row weeding device for rice based on high-speed gas jet: Design and experiment","authors":"Meiyu Zhang , Di Liu , Jing Xu , Xinyue Zhang , Yuxing Wang , Shijie Gao , Xiaoyan Wang","doi":"10.1016/j.biosystemseng.2025.104227","DOIUrl":"10.1016/j.biosystemseng.2025.104227","url":null,"abstract":"<div><div>Mechanical intra-row weeding is essential for promoting green production of rice and enhancing yield. However, conventional weeding devices are hindered by low weeding rate and high seedling damage rate. This study aimed to design and optimise a non-contact intra-row weeding device utilising high-speed gas jet to improve weed control and reduce seedling damage. A comprehensive investigation was conducted, integrating gas jet dynamics with the non-Newtonian properties of mud. Theoretical analyses determined the necessary conditions for sonic gas jets and derived a criterion for determining whether the airflow can disturb the mud. Factors influencing jet penetration length and optimal jet parameters were explored through theoretical analysis and practical experiments. A three-factor, five-level quadratic rotated orthogonal experiment was conducted, using nozzle-to-seedling distance, front-to-rear nozzle distance, and machine forward speed as experimental factors, and weeding rate and seedling damage rate as the response variables. Parameter optimisation achieved a weeding rate of 88.07 % and a seedling damage rate of 1.71 %, satisfying agronomic and technological requirements for paddy field weeding. The optimal parameters were a nozzle-to-seedling distance of 0.110 m, a front-to-rear nozzle distance of 0.080 m, and a machine forward speed of 0.25 m s<sup>−1</sup>. The results demonstrated that the non-contact weeding device had a low seedling damage rate while maintaining a high weeding rate. This study presents an innovative solution to address the limitations of traditional mechanical weeding, which contributes to the innovation of mechanical inter-plant weed control technology in rice and thus promotes its green production.</div></div>","PeriodicalId":9173,"journal":{"name":"Biosystems Engineering","volume":"257 ","pages":"Article 104227"},"PeriodicalIF":4.4,"publicationDate":"2025-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144563187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shuai Wang , Wei Guan , Yiwei Mao , Huimin Wang , Jiaxin Fan
{"title":"Dynamic simulation method for rollover protective structures in engineering vehicles and human injury assessment","authors":"Shuai Wang , Wei Guan , Yiwei Mao , Huimin Wang , Jiaxin Fan","doi":"10.1016/j.biosystemseng.2025.104224","DOIUrl":"10.1016/j.biosystemseng.2025.104224","url":null,"abstract":"<div><div>Due to the high centre of gravity and complex working environments of engineering vehicles, it is challenging to avoid rollover accidents. Reducing driver injuries caused by rollover accidents remains a focus of engineering vehicle design. This paper proposes a dynamic simulation method for evaluating the performance of rollover protection structures (ROPS) in engineering vehicles and incorporating human injury as an evaluation indicator. A virtual prototype model of a human–vehicle–ground system was established and dynamic simulations used to examine the deformation of ROPS and the degree of occupant injury during rollover events. The feasibility and effectiveness of the proposed method were confirmed through experiments and simulations that included a scaled-down model of a wheel loader and a standard test dummy. This method was used to investigate the changes in overall vehicle motion, ROPS deformation, and the probability of injury to various body parts of a human occupant during rollover accidents involving loaders equipped with ROPS with different lateral stiffness coefficients. The method proposed in this study could provide valuable guidance for the design and improvement of ROPS systems.</div></div>","PeriodicalId":9173,"journal":{"name":"Biosystems Engineering","volume":"257 ","pages":"Article 104224"},"PeriodicalIF":4.4,"publicationDate":"2025-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144534156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}