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An Ingenious IoT Based Crop Prediction System Using ML and EL

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Computers, Materials & Continua 2024年第4期79卷 183-199页

作者： Shabana Ramzan Yazeed Yasin Ghadi Hanan Aljuaid Aqsa Mahmood basharat ali Department of Computer Science&IT Government Sadiq CollegeWomen UniversityBahawalpur63100Pakistan Department of Computer Science/Software Engineering Al Ain UniversityAl Ain64141UAE Department of Computer Sciences College of Computer and Information SciencesPrincess Nourah bint Abdulrahman University(PNU)Riyadh11671Saudi Arabia Agronomic Research Station Bahawalpur63100Pakistan

Traditional farming procedures are time-consuming and expensive as based on manual labor. Farmers haveno proper knowledge to select which crop is suitable to grow according to the environmental factors and soilcharacteristics. This is the main reason for the low yield of crops and the economic crisis in the agricultural sectorof the different countries. The use of modern technologies such as the Internet of Things (IoT), machine learning,and ensemble learning can facilitate farmers to observe different factors such as soil electrical conductivity (EC),and environmental factors like temperature to improve crop yield. These parameters play a vital role in suggestinga suitable crop to cope the food scarcity. This paper proposes a systemcomprised of twomodules, first module usesstatic data and the second module takes hybrid data collection (IoT-based real-time data and manual data) withmachine learning and ensemble learning algorithms to suggest the suitable crop in the farm to maximize the *** is used to train the model that predicts the crop. This system proposed an intelligent and low-cost solutionfor the farmers to process the data and predict the suitable *** implemented the proposed system in the *** efficiency and accuracy of the proposed system are confirmed by the generated results to predict the crop.

关键词： Machine learning Internet of Things sensors ensemble learning

5-Aminolevulinic acid alleviates herbicide-induced physiological and ultrastructural changes in Brassica napus

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Journal of Integrative Agriculture 2018年第3期17卷 579-592页

作者： XU Ling Faisal Islam ZHANG Wen-fang Muhammad A Ghani basharat ali Key Laboratory of Plant Secondary Metabolism and Regulation of Zhejiang/College of Life Sciences Zhejiang Sci-Tech University Hangzhou 310018 P.R.China College of Agriculture and Biotechnology Zhejiang University Hangzhou 310058 P.R. China Jiading District Agro-Technology Extension Service Center Shanghai 201800 P.R. China Institute of Horticultural Sciences University of Agriculture Faisalabad 38040 Pakistan Institute of Crop Science and Resource Conservation University of Bonn Bonn 53115 Germany

It is well known that application of 5-aminolevuJinic acid （ALA） could promote the plant growth under abiotic stress in oilseed rape （Brassica napus L.）. However, the specifics of its physiological and ultrastructural regulation under herbi- cide stress conditions are poorly understood. In the present study, alleviating role of ALA in B. napus was investigated under four levels of herbicide propyl 4-（2-（4,6-dimethoxypyrimidin-2-yloxy） benzylamino） benzoate （ZJ0273）（0, 100, 200 and 500 mg L-1） with or without 1 mg L-1 ALA treated for 48 or 72 h. Results showed that after 48 h of herbicide stress, the growth of rape seedlings was significantly inhibited with the successive increases of the ZJ0273 concentrations from 0 to 500 mg L-1, but this inhibition was obviously alleviated by exogenous application of ALA. However, when treatment time prolonged to 72 h, the recovery effects of ALA could not be evaluated due to the death of plants treated with the highest concentration of ZJ0273 （500 mg L-1）. Further, the root oxidizability and activities of antioxidant enzymes （superoxide dismutase, perox- idase and ascorbate peroxidase） were dramatically enhanced by the application of 1 mg L-1 ALA under herbicide stress. Therefore, plants treated with ALA dynamically modulated their antioxidant defenses to reduce reactive oxygen species （ROS） accumulation and malondialdehyde （MDA） content induced by herbicide stress. Additionally, exogenously applied ALA improved the ultrastructure＇s of chloroplast, mitochondria and nucleus, and induced the production of stress proteins. Our results suggest that ALA could be considered as a potential plant growth regulator for the improvement of herbicide tolerance through alleviation of the physiological and ultrastructural changes induced by the herbicide in crop production.

关键词： Brassica napus L. ALA ZJ0273 plant growth antioxidant enzyme activities ultrastructure two-dimensional gel electrophoresis (2-DE)

A zinc finger protein, interacted with cyclophilin,affects root development via IAA pathway in rice

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Journal of Integrative Plant Biology 2017年第7期59卷 496-505页

作者： Peng Cui Hongbo Liu Songlin Ruan basharat ali Rafaqat ali Gill Huasheng Ma Zhifu Zheng Weijun Zhou Institute of Crop Science and Zhejiang Key Laboratory of Crop Germplasm Zhejiang University College of Agriculture and Food Science Zhejiang A & F University Plant Molecular Biology and Proteomics Lab Institute of Biotechnology Hangzhou Academy of Agricultural Sciences

The plant hormone auxin plays a crucial role in lateral root development. To better understand the rnolecular mechanisms underlying lateral root formation, an auxin-responsive gene OsCYP2 （Oso2g0121300） was characterized from rice. Compared to the wild type, OsCYP2-RNAi （RNA interference） lines exhibited distinctive defects in lateral root development. Yeast two-hybrid and glutathione S-transferase puIl-down results confirmed that OsCYP2 interacted with a C2HC-type zinc finger protein （OsZFP, O501g0252900） which is located in the rice nucleus. T2OsZFP-RNAi lines had significantly fewer lateral roots than did wild-type plants, which suggests a role for OsCYP2 and OsZFP in regulating lateral root *** real-time polymerase chain reaction showed that the expression of certain Aux/IAA （auxin/indole-3- acetic acid） genes was altered in OsCYP2- and OsZFP-RNAi lines in response to IAA. These findings imply that OsCYP2 and OsZFP participate in IAA signal pathways controlling lateral root development. More importantly, OslAA11 showed functional redundancy not only in OsCYP2-RNAi lines but also in OsZFP-RNAi lines, which provides important clues for the elucidation of mechanisms controlling lateral root development in response to auxin.

关键词： IAA of gene root A zinc finger protein ZFP RNAi with

Genome-wide identification of WRKY gene family and expression analysis under abiotic stresses in Andrographis paniculata

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BIOCELL 2021年第4期45卷 1107-1119页

作者： QICHAO WANG WUJING ZENG basharat ali XUEMIN ZHANG LING XU ZONGSUO LIANG Zhejiang Province Key Laboratory of Plant Secondary Metabolism and Regulation College of Life Sciences and MedicineZhejiang Sci-Tech UniversityHangzhou310018China Department of Agronomy University of AgricultureFaisalabad38040Pakistan Tianjin Tasly Modern TCM Resources Co. Ltd.Tianjin300410China

Andrographis paniculata(***)is a Chinese herbal medicine that clears away heat,reduces inflammation,protects the liver,and promotes *** WRKYs of *** are still not well characterized,although many WRKYs have been identified in various plant *** the present study,59 *** WRKY(ApWRKY)genes were identified and renamed on the basis of their respective chromosome *** ApWRKYs were divided into three groups via phylogenetic analysis according to their WRKY domains and combined with WRKY of *** 59 identified ApWRKY transcription factors were nonuniformity distributed on 23 chromosomes of *** the structural analysis of the conserved motifs,different ApWRKYs structures showed different biological functions,and the ApWRKY transcription factor had certain species-specificity in the evolutionary *** expression patterns of the 41 ApWRKYs were examined through quantitative real-time PCR(qRT-PCR)in various tissues and under abiotic stresses(salt).The results showed that most of the ApWRKY had different reactions to salt *** addition,the content of the four main secondary metabolites in *** leaves was determined under salt *** results show that under a low concentration of salt treatment,the synthesis of andrographolide can be improved.

关键词： A.paniculata ApWRKY Secondary metabolites Diterpene lactones Andrographolide Abiotic stress

微调镝(Ⅲ)离子配位环境提升单离子磁体有效能垒

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无机化学学报 2021年第8期37卷 1519-1526页

作者： ali basharat 李晓磊唐金魁中国科学院长春应用化学研究所稀土资源利用国家重点实验室长春130022 中国科学技术大学应用化学与工程学院合肥230026

对于合成化学家来说,通过合成策略调控单离子磁体的磁动力学是一项艰巨的任务。我们以三(2-羟基亚苄基)三氨基胍配体(L)合成了2例单核Dy(Ⅲ)配合物[Dy(L)_(2)(H_(2)O)_(2)]ClO_(4)·2H_(2)O·2CH_(3)CN·CH_(3)OH(1)和[Dy(L)_(2)(H_(2)O)_(2)]CF_(3)SO_(3)·4H_(2)O·2CH_(3)OH(2)。对其结构和磁性研究表明,不同的抗衡阴离子对于配合物1和2的动态磁行为有显著影响。2个配合物中,Dy(Ⅲ)中心都具有三角形十二面体D2d对称性,在零直流场下表现出单离子磁体的行为,其有效能垒分别为358 K(1)和309 K(2)。结构参数对比表明轴向位置的键长和键角微小变化对轴向配体场产生了显著的影响,而轴向配体场的微小变化导致了2个配合物交流磁性的差异。

关键词：镝配合物磁性单分子磁体

Design and Performance of Cold Mix Asphalt as An Ultra-Thin Friction Course

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Design and Performance of Cold Mix Asphalt as An Ultra-Thin ...

作者：巴沙特（basharat ali）东南大学

学位级别：硕士

Cold mix asphalt is one type of asphalt mixtures which does not require heating for *** advantages of cold mix are cost effectiveness,environment friendly,lower emissions and easy *** thesis aims to the design and performance of cold mix asphalt as an ultra-thin friction course（UTFC）.Cold mix asphalt is produced by mixing asphalt emulsion and un-heated aggregates,and constructed with modified covering *** covering materials is prepared with modified asphalt binder with different additives at different *** effect of nano modifier,resin and strengthening agent on bonding strength of modified asphalt binder is ***,high-performance super viscous emulsified asphalt binder is *** low and high temperature performance,softening point and penetration of super viscous emulsified asphalt are *** super viscous modified asphalt binder with best adhesion performance is used as cold mix ***,with the design of aggregate gradation,super viscous emulsified asphalt binder and covering material spread successively over the already existing *** is exposed to the traffic for few *** wet wheel wear and moisture resistance of cold mixing and cold paving high-performance thin layer overlay technology are assessed.

关键词：超薄摩擦层冷拌沥青混合料设计理念

Application of Zinc, Iron and Boron Enhances Productivity and Grain Biofortification of Mungbean

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Phyton-International Journal of Experimental Botany 2023年第4期92卷 983-999页

作者： Muhammad Zafar Siraj Ahmed Muhammad Kashif Munir Nawal Zafar Muhammad Saqib Muhammad Aleem Sarwar Saba Iqbal Baber ali Naveed Akhtar basharat ali Sadam Hussain Muhammad Saeed Mohammad Khalid Al-Sadoon Aneela Gulnaz Agronomic Research Institute Ayub Agricultural Research Institute FaisalabadFaisalabad38000Pakistan Soil and Water Testing Laboratory Ayub Agricultural Research Institute FaisalabadFaisalabad38000Pakistan Department of Plant Sciences Quaid-i-Azam UniversityIslamabad45320Pakistan Department of Agricultural Engineering Khwaja Fareed University of Engineering and TechnologyRahim Yar Khan64200Pakistan College of Agronomy Northwest A&F UniversityYangling712100China Plant Pathology Research Institute Faisalabad38000Pakistan Department of Zoology College of ScienceKing Saud UniversityRiyadh11451Saudi Arabia Department of Biotechnology Yeungnam UniversityGyeongsan38641Korea

Deficiencies of essential vitamins,iron(Fe),and zinc(Zn)affect over one-half of the world’s population.A significant progress has been made to control micronutrient deficiencies through supplementation,but new approaches are needed,especially to reach the rural *** biofortification of pulses with Zn,Fe,and boron(B)offers a pragmatic solution to combat hidden hunger instead of food fortification and ***,it also has positive effects on crop production as ***,we conducted three separate field experiments for two consecutive years to evaluate the impact of soil and foliar application of the aforementioned nutrients on the yield and seed biofortification of *** application of Zn at 0,4.125,8.25,Fe at 0,2.5,5.0 and B at 0,0.55,1.1 kg ha−1 was done in the first,second and third experiment,*** application in these experiments was done at 0.3%Zn,0.2%Fe and 0.1%B respectively one week after flowering *** revealed that soil-applied Zn,Fe and B at 8.25,5.0 and 1.1 kg ha−1,respectively,enhanced the grain yield of mungbean;however,this increase in yield was statistically similar to that recorded with Zn,Fe and B at 4.125,2.5 and 0.55 kg ha−1,*** application of these nutrients at flower initiation significantly enhanced the Zn contents by 28%and 31%,Fe contents by 80%and 78%,while B contents by 98%and 116%over control during 2019 and 2020,*** was concluded from the results that soil application of Zn,Fe,and B enhanced the yield performance of mungbean;while significant improvements in seed Zn,Fe,and B contents were recorded with foliar application of these nutrients.

关键词： Biofortification seed biofortification mungbean iron zinc boron foliar application

Estimation of Genetic Divergence and Character Association Studies in Local and Exotic Diversity Panels of Soybean(Glycine max L.)Genotypes

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Phyton-International Journal of Experimental Botany 2023年第6期92卷 1887-1906页

作者： Syed ali Zafar Muhammad Aslam Haroon Zaman Khan Sehrish Sarwar Rao Saad Rehman Mariam Hassan Ramala Masood Ahmad Rafaqat AGill basharat ali Ibrahim Al-Ashkar Abdullah Ibrahim Md Atikur Rahman Ayman El Sabagh Oilseeds Research Institute Ayub Agricultural Research InstituteFaisalabadPakistan Department of Plant Breeding and Genetics University of AgricultureFaisalabadPakistan Department of Agronomy University of AgricultureFaisalabadPakistan College of Plant Science and Technology Huazhong Agricultural UniversityWuhanChina Key Laboratory of Biology and Genetic Improvement of Oil Crops The Ministry of Agriculture and Rural AffairsOil Crops Research Institute of Chinese Academy of Agricultural SciencesWuhan430062China Department of Agricultural Engineering Khwaja Fareed University of Engineering and Information TechnologyRahim Yar KhanPakistan Department of Plant Production College of Food and Agriculture SciencesKing Saud UniversityRiyadhSaudi Arabia Grassland and Forage Division National Institute of Animal ScienceRural Development AdministrationCheonanKorea Department of Agronomy Faculty of AgricultureUniversity of KafrelsheikhKafr ElsheikhEgypt

The availability of favorable genetic diversity is a thriving vitality for the success of a breeding *** provides a firm basis of selecting superior breeding lines for the development of high yielding crop *** this context,present investigation aimed to generate information on genetic divergence and character association in a diversity panel of 123 local and exotic soybean *** of variance revealed significant response of the evaluated genotypes based on studied *** depicted the probability of selecting desirable soybean genotypes by focusing on character association studies and genetic diversity *** analysis revealed that seed yield per plant showed high positive correlation with 100-seed weight followed by pods per plant and plant ***,path coefficient analysis exposed that pods per plant had maximum direct contribution in seed yield per plant followed by 100-seed weight,days to flowering and SPAD *** named“G-10”showed maximum yield per plant followed by 24607,G-52,24593,Arisoy,24566,17426,A-3127,24570 and *** diversity analysis grouped the evaluated germplasm into 17 *** clusters showed zero intra-cluster variability;while inter-cluster divergence ranged from 9.00 to *** V showed maximum inter-cluster distance with cluster XII followed by that of between V and ***,cluster IV with superior genotypes(G-10,24607,24593 and 24566),VI(17426 and 24567),XIII(24570)and X(Arisoy and G-52)showed above mean values for most of the studied ***,the results of hybridization between the superior genotypes of these cluster pairs might be useful for soybean breeding with improving agronomic traits and adaptability.

关键词： Genetic variability correlation path analysis genetic diversity analysis soybean selective breeding

Role of Organic Amendments to Mitigate Cd Toxicity and Its Assimilation in Triticum aestivum L.

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Phyton-International Journal of Experimental Botany 2022年第11期91卷 2491-2504页

作者： Tauqeer Ahmad Yasir Sobia Aslam Muhammad Shahid Rizwan Allah Wasaya Muhammad Ateeq Muhammad Naeem Khan Sikander Khan Tanveer Walid Soufan basharat ali Allah Ditta Arpna Kumari Ayman EL Sabagh College of Agriculture Bahauddin Zakariya UniversityBahadur Sub-Campus Layyah31200Pakistan Cholistan Institute of Desert Studies The Islamia University of BahawalpurBahawalpur63100Pakistan Directorate General Soil Survey of Punjab Agriculture DepartmentLahore54780Pakistan National Agricultural Research Centre Islamabad44000Pakistan Plant Production Department College of Food and Agriculture SciencesKing Saud UniversityRiyadh11451Saudi Arabia Department of Agricultural Engineering Khwaja Fareed University of Engineering and Information TechnologyRahim Yar Khan64200Pakistan School of Biological Sciences The University of Western AustraliaPerthWA 6009Australia Department of Environmental Sciences Shaheed Benazir Bhutto University SheringalDir(U)Khyber Pakhtunkhwa18000Pakistan Academy of Biology and Biotechnology Southern Federal UniversityRostov-on-Don344006Russia Department of Agronomy Faculty of AgricultureKafrelsheikh UniversityKafr El Sheikh33511Egypt

In soil biota,higher and enduring concentration of heavy metals like cadmium(Cd)is hazardous and associated with great loss in growth,yield,and quality parameters of most of the crop ***,in-situ applications of eco-friendly stabilizing agents in the form of organic modifications have been utilized to mitigate the adverse effects of *** controlled experiment was laid down to appraise the imprints of various applied organic amendments namely poultry manure(PM),farmyard manure(FYM),and sugarcane press mud(PS)to immobilize Cd in polluted ***,phytoavailability of Cd in wheat was also accessed under an alkaline *** revealed that the addition of FYM(5–10 ton ha^(-1))in Cd-contaminated soil significantly increased germination rate,leaf chlorophyll content,plant height,spike length,biological and grain yield amongst all applied organic ***,the addition of FYM(5–10 ton ha^(-1))also reduced the phytoavailability of Cd by 73–85%in the roots,57–83%in the shoots,and 81–90%in grains of wheat ***,it is affirmed that incorporation of FYM(5–10 ton ha^(-1))performed better to enhance wheat growth and yield by remediating ***,the application of FYM(5–10 ton ha^(-1))reduced the toxicity induced by Cd to plants by declining its uptake and translocation as compared to all other applied organic amendments to immobilize Cd under sandy alkaline polluted soil.

关键词： Cadmium toxicity mitigation chlorophyll attributes morphometry yield attributes cereal