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PSY4-mediated carotenoid biosynthesis confers yellow anther and enhances heat tolerance in cotton 被引量:1
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作者 Yujie Wang Daowu Hu +13 位作者 Kaixuan Wang Xiaoli Geng Hangyuan Guo Kun Li Baojun Chen Jinggong Guo Zongyan Chu Hongge Li Wandong Han Xinchuan Cao Xiongming Du Yuchen Miao Shoupu He Kun-Peng Jia 《The Crop Journal》 2026年第1期176-187,共12页
Carotenoids are lipophilic isoprenoid pigments with essential roles in plants.While the cultivated allotetraploid cottons exhibit distinct mature anther coloration—yellow in Gossypium barbadense versus predominantly ... Carotenoids are lipophilic isoprenoid pigments with essential roles in plants.While the cultivated allotetraploid cottons exhibit distinct mature anther coloration—yellow in Gossypium barbadense versus predominantly white in G.hirsutum—the genetic basis of this divergence remains unclear.The purpose of this study was to identify the genetic basis of anther-color variation in cotton(Gossypium)species.We firstly identified carotenoids as the primary pigments underlying yellow-anthers coloration.Comparative transcriptomics of anthers revealed that the carotenoid biosynthesis gene GbPSY4 was expressed as a key regulator in G.barbadense.Functional validation via tissue-specific expression,subcellular localization,in vivo enzymatic assays,and virus-induced gene silencing confirmed its role in carotenoid biosynthesis and yellow pigmentation.Genome-wide association studies in a G.hirsutum population revealed GhPSY4_At,an ortholog of GbPSY4,as the causal gene of anther-color variation.We conclude that PSY4-regulated carotenoid biosynthesis governs yellow pigmentation.Furthermore,a finding that G.hirsutum accessions with yellow anthers showed greater pollen viability under high-temperature stress than those with white anthers suggests that the same pathway that governs yellow pigmentation influences heat tolerance.PSY4 is a promising target for breeding stress-tolerant cotton varieties. 展开更多
关键词 CAROTENOID cotton Yellow anther PSY4 Heat tolerance
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India announces resumption of cotton import tariffs
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作者 Zhong Mengxia 《China Textile》 2026年第1期21-21,共1页
India’s temporary duty-free window for cotton imports has officially closed,with the government reinstating an 11%import tariff effective January 1,2026.The tax exemption,which expired on December 31,2025 without ext... India’s temporary duty-free window for cotton imports has officially closed,with the government reinstating an 11%import tariff effective January 1,2026.The tax exemption,which expired on December 31,2025 without extension,marks a return to the previous tariff framework-a policy shift expected to raise costs for the domestic textile industry and potentially trigger ripple effects across global cotton trade. 展开更多
关键词 global cotton trade textile industry cotton import tariffs
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Cotton Growth and Yield Quality Responses to the Application of Chemical Topping Agents via Unmanned Aerial Vehicles
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作者 Bing CHEN Zhikun BAI +5 位作者 Jing WANG Taijie LIU Jing ZHAO Qiong WANG Zijie CHEN Lexin SUN 《Plant Diseases and Pests》 2026年第1期4-13,共10页
[Objectives]To determine the optimal concentration of topping agents applied by unmanned aerial vehicles(UAVs)to effectively regulate cotton growth and improve production efficiency.[Methods]A field experiment was con... [Objectives]To determine the optimal concentration of topping agents applied by unmanned aerial vehicles(UAVs)to effectively regulate cotton growth and improve production efficiency.[Methods]A field experiment was conducted in Shihezi City,Xinjiang,employing a randomized block design.Five UAV-based chemical topping treatments were applied at dosages of 0.300,0.525,0.750,0.975,and 1.200 L/hm 2,designated as H1,H2,H3,H4,and H5,respectively.Additionally,manual topping(CK1)and tractor topping(CK2)treatments,both at a concentration of 0.750 L/hm 2,were included as control treatments.During the first 20 d following topping,parameters including primary agronomic traits of cotton(plant height,leaf age,number of fruit branches),dry matter accumulation and distribution,leaf area boll load(LAB),root-to-shoot ratio(RSR),leaf mass area(LMA),and leaf area index(LAI)were examined.At harvest,yield components,lint cotton yield,harvest index,and fiber quality were evaluated.[Results]Twenty days after topping,the concentration of the topping agent applied via UAV did not significantly affect cotton leaf age or the number of fruit branches.Additionally,no significant differences in plant height were observed among the five concentration treatments compared to CK2.However,plants treated with H1 exhibited significantly greater height compared to those treated with H5 and CK1,indicating that H1 was the least effective in controlling vegetative growth.Total dry matter accumulation(TDM),boll dry matter accumulation(BDM),LAB,and LMA all demonstrated an initial increase followed by a decrease as the spraying concentration increased.The highest TDM and reproductive organ dry matter ratio(RRDM)were observed in the H3 treatment.No significant differences were found among treatments for LMA,RSR,or LAI;however,LAB and single boll weight were greatest in the H3 treatment.Fiber quality parameters,including fiber length uniformity,micronaire(MIC),specific strength,and fiber maturity,initially increased and then decreased with increasing spraying concentration,whereas fiber elongation rate exhibited the opposite trend.The H3 treatment yielded the highest average fiber length uniformity and specific strength.[Conclusions]At optimal spraying concentrations,UAV-based application more effectively controls vegetative growth,promotes dry matter accumulation and distribution in cotton bolls,increases single boll weight,and enhances the MIC,specific strength,and fiber elongation rate of cotton fibers compared to manual and tractor spraying of topping agents.In summary,the use of UAVs for spraying chemical topping agents is recommended,with a suggested dosage range of 0.750 and 0.975 L/hm 2. 展开更多
关键词 Unmanned aerial vehicles(UVAs) Chemical topping cotton Dry matter accumulation Seed cotton yield Fiber quality
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Highly Elastic Composite Aerogel based on Functionalized Cotton Fibers for Strain Sensing at Cryogenic Temperature
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作者 Meng Li Gui-Wen Huang +3 位作者 Na Li Yu Liu Si-Zhe Li Yong Huang 《Chinese Journal of Polymer Science》 2026年第3期706-718,I0011,共14页
With the development of electronic technologies,piezoresistive sensors have attracted increasing attention.Among them,aerogels with high elasticity,as a type of three-dimensional porous material,are widely used in the... With the development of electronic technologies,piezoresistive sensors have attracted increasing attention.Among them,aerogels with high elasticity,as a type of three-dimensional porous material,are widely used in the field of piezoresistive sensors.Nowadays,with the extension of science and technology areas,fields involving low-temperature environments have emerged,which has led to an increasing demand for piezoresistive sensors that can serve at cryogenic temperatures.However,most studies on aerogels have only focused on their sensing performance at room temperature,and there is a lack of research on aerogel sensors that can work at low temperatures.In this work,piezoresistive sensors based on cotton fibers were proposed for applications at 77 K.As one of the most important natural polymers,cotton fibers have the ability to maintain elasticity at very low temperatures.Cotton fiber-based aerogels with high elasticity and cyclic stability were obtained by controlling the freeze-casting parameters and size distribution of cotton fibers,and they showed excellent pressure sensing properties,including a wide sensing range and remarkable long-term stability.This study bridges the gap in cryogenic sensing materials and provides insights into microstructure-property relationships,advancing applications in aerospace and cryogenic engineering. 展开更多
关键词 cotton fiber AEROGEL Strain sensor Low temperature
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Development of a“Golden fiber”cotton germplasm via carotenoid biofortification
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作者 Yujie Wang Lu Long +9 位作者 Yanqi Zhang Kaixuan Wang Luying Shao Yingchao Tang Kun Li Wei Gao Jinggong Guo Salim Al-Babili Yuchen Miao Kun-Peng Jia 《The Crop Journal》 2026年第1期285-288,共4页
Natural colored cotton(NCC)offers a sustainable,dye-free,and eco-friendly alternative for producing colored textiles.Carotenoids,a group of important natural liposoluble pigments,are known for their diverse color spec... Natural colored cotton(NCC)offers a sustainable,dye-free,and eco-friendly alternative for producing colored textiles.Carotenoids,a group of important natural liposoluble pigments,are known for their diverse color spectrum.In this study,we successfully engineered the carotenoid biosynthesis pathway specifically in cotton fibers by utilizing a fiber-specific GbEXPA2 promoter and a CaMV 35S promoter to drive the expression of two key carotenoid biosynthesis genes,CrtB and CrtI,respectively.This approach resulted in the development of a golden fiber cotton germplasm enriched withβ-carotene.Notably,the pigmentation was predominantly observed during the early developmental stages of the fiber(5–20 d post-anthesis).While the presence of carotenoids had no significant effect on plant architecture and growth,it positively influenced the fiber elongation rate,albeit with a slight reduction in fiber length and strength.This study represents a pioneering strategy for the future development of NCCs through carotenoid biofortification. 展开更多
关键词 Colored cotton Carotenoid biofortification Golden fiber Β-CAROTENE
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Unbalanced lipid metabolism in anther,especially the disorder of the alpha-linolenic acid metabolism pathway,leads to cotton male sterility
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作者 Lihong Ma Pengtao Wang +7 位作者 Qian-Hao Zhu Xinqi Cheng Tao Zhang Xinyu Zhang Huaguo Zhu Zuoren Yang Jie Sun Feng Liu 《Journal of Integrative Agriculture》 2026年第2期610-623,共14页
Recent studies have shown that lipid metabolism is a key factor affecting anther development and male fertility.However,how plants regulating the metabolic balance of multiple lipids to ensure proper anther developmen... Recent studies have shown that lipid metabolism is a key factor affecting anther development and male fertility.However,how plants regulating the metabolic balance of multiple lipids to ensure proper anther development and male fertility remains unclear.Analyzing lipid molecules related to anther fertility and genes responsible for their biosynthesis is crucial for understanding the physiological significance of lipid metabolism in crop fertility.In this study,we compared the transcriptome and the composition and content of lipids in anthers of two upland cotton(Gossypium hirsutum) materials,Shida 98(WT) and its nearly-isogenic male sterile line Shida 98A(MS).Transcriptomics analysis identified many differentially expressed genes(DEGs) between the two materials,with the genes of the alpha-linolenic acid metabolism pathway being the most significantly associated with the male sterility phenotype.Investigations on lipids revealed that the MS anthers over-accumulated free fatty acids(FFAs),phosphatidic acid(PA),mono-and di-galactosyldiacylglycerol(MGDG and DGDG),and had a decreased content of triacylglycerol(TAG),which was closely related to the abnormal metabolism of alpha-linolenic acid(C18:3);therefore,the major lipids containing C18:3-acyl chains,such as PA,MGDG,DGDG,and TAG,are proposed to play a major role in cotton anther development.We also showed that an excessive level of MGDG and DGDG caused jasmonic acid(JA) overaccumulation in MS anthers,which in turn inhibited the expression of GhFAD3 and consequently reduced the C18:3 content,presumably via a feedback regulation mechanism,ultimately affecting plant fertility.Together,our results revealed the importance of a balanced lipid metabolism in regulating the development of cotton anther and pollen and consequently male fertility. 展开更多
关键词 cotton ANTHER male sterility lipid metabolism alpha-linolenic acid
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Multidimensional Body Composition Modalities and Their Associations with Brain Aging in Chinese Adults
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作者 Qiaoqiao Zhao Yanjie Zhao +11 位作者 Jing Ju Liming Zhang Xueqing Jia Duoduo Fu Jiening Yu Kaili Sun Liying Chen Xiaoting Liu Zuyun Liu Yan Zhang Yangzhen Lu Xuan Ge 《Biomedical and Environmental Sciences》 2026年第3期259-269,共11页
Objective This study examined the associations between multidimensional body composition modalities and brain aging in Chinese adults.Methods Brain age was estimated using ridge regression based on 24 head computed to... Objective This study examined the associations between multidimensional body composition modalities and brain aging in Chinese adults.Methods Brain age was estimated using ridge regression based on 24 head computed tomographyderived neuroanatomical indicators in a Chinese cohort(n=557).Brain age gap(BAG),the deviation between the predicted brain age and chronological age(CA),was categorized into brain age acceleration(BAG>0)and deceleration(BAG<0)groups.Principal component analysis of 22 correlationindependent body composition indicators identified different body composition modalities.Logistic regression was used to examine the associations between these modalities and the BAG groups.Results The mean absolute error of brain age in predicting CA was 6.41 years.Three body composition modalities were identified:fat mass dominant(characterized by high loading coefficients of body fat mass,fat mass index,visceral fat level,and fat-to-lean mass ratio);fat-free mass dominant;and trunkleg contrast distribution.The fat mass dominant modality was significantly associated with brain age acceleration(odds ratio[OR]=1.40,95%confidence interval[CI]:1.15‒1.71),and the association was robust in sensitivity analyses.Conclusion The fat mass dominant modality was significantly associated with accelerated brain aging.This study suggests integrating deep body composition indicators into clinical and community health screening could aid in targeted prevention of brain aging. 展开更多
关键词 Body composition modality Brain age MULTIDIMENSIONAL Chinese cohort
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Modal analysis on a fluid-conveying pipe subject to elastic supports with unknown-but-bounded parameters
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作者 Sha Wei Xulong Li +2 位作者 Xiong Yan Hu Ding Liqun Chen 《Acta Mechanica Sinica》 2026年第1期310-324,共15页
Uncertain parameters are widespread in engineering systems.This study investigates the modal analysis of a fluid-conveying pipe subjected to elastic supports with unknown-but-bound parameters.The governing equation fo... Uncertain parameters are widespread in engineering systems.This study investigates the modal analysis of a fluid-conveying pipe subjected to elastic supports with unknown-but-bound parameters.The governing equation for the elastically supported fluid-conveying pipe is transformed into ordinary differential equations using the Galerkin truncation method.The Chebyshev interval approach,integrated with the assumed mode method is then used to investigate the effects of uncertainties of support stiffness,fluid speed,and pipe length on the natural frequencies and mode shapes of the pipe.Additionally,both symmetrical and asymmetrical support stiffnesses are discussed.The accuracy and effectiveness of the Chebyshev interval approach are verified through comparison with the Monte Carlo method.The results reveal that,for the same deviation coefficient,uncertainties in symmetrical support stiffness have a greater impact on the first four natural frequencies than those of the asymmetrical one.There may be significant differences in the sensitivity of natural frequencies and mode shapes of the same order to uncertain parameters.Notably,mode shapes susceptible to uncertain parameters exhibit wider fluctuation intervals near the elastic supports,requiring more attention. 展开更多
关键词 Fluid-conveying pipe Elastic support UNCERTAINTY modal analysis Chebyshev interval method
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Impacts of abiotic stresses on cotton physiology and vigor under current and future CO_(2) levels
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作者 Mohan K.Bista Purushothaman Ramamoorthy +3 位作者 Ranadheer Reddy Vennam Sadikshya Poudel K.Raja Reddy Raju Bheemanahalli 《Journal of Integrative Agriculture》 2026年第1期105-117,共13页
Elevated CO_(2)(eCO_(2))may mitigate stress-induced damage to cotton(Gossypium spp.)growth and development.However,understanding the early-stage responses of cotton to multiple abiotic stressors at eCO_(2)levels has b... Elevated CO_(2)(eCO_(2))may mitigate stress-induced damage to cotton(Gossypium spp.)growth and development.However,understanding the early-stage responses of cotton to multiple abiotic stressors at eCO_(2)levels has been limited.This study quantified the impacts of chilling(CS,22/14℃,day/night temperature),heat(HS,38/30℃),drought(DS,50%irrigation of the control),and salt(SS,8 d S m-1)stresses on pigments,physiology,growth,and development of 14 upland cotton cultivars under ambient CO_(2)(aCO_(2),420 ppm;current)and eCO_(2)(700 ppm;future)levels during the vegetative stage.The eCO_(2)partially negated the effects of all stresses by improving one or more of the pigments,physiological,growth,and development traits,except CS.For instance,HS at aCO_(2)significantly increased stomatal conductance by 36%compared with non-stressed plants at aCO_(2).However,HS at eCO_(2)significantly decreased stomatal conductance by 18%compared with HS at aCO_(2).The first squaring was delayed by one day under SS at aCO_(2)but two days earlier under SS at eCO_(2)than non-stressed plants at aCO_(2).Root and shoot dry mass and the total leaf area were significantly higher under all stresses,except for CS,at the eCO_(2)compared with similar stresses at the aCO_(2).Most growth and development traits,including plant height,leaf area,and shoot dry mass,displayed a mirroring response pattern between aCO_(2)and eCO_(2)under all environments except CS.Cultivars exhibited significant interaction with stressed environments.Further,results revealed differential sensitivity and adaptation potential of cultivars to stress environments at varying CO_(2)levels.This study highlights the need to consider eCO_(2)in designing breeding programs to develop stress-tolerant varieties for future cotton-growing environments. 展开更多
关键词 abiotic stress eCO_(2) cotton vegetative vigor multi-stress tolerance
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Evaluation of Strip-Processed Cotton Stalks as a Raw Material for Structural Panels
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作者 Aadarsha Lamichhane Arun Kuttoor Vasudevan +3 位作者 Ethan Dean Mostafa Mohammadabadi Kevin Ragon Ardeshir Adeli 《Journal of Renewable Materials》 2026年第1期37-52,共16页
This study explores a novel method for processing cotton stalks—an abundant agricultural byproduct—into long strips that serve as sustainable raw material for engineered bio-based panels.To evaluate the effect of ra... This study explores a novel method for processing cotton stalks—an abundant agricultural byproduct—into long strips that serve as sustainable raw material for engineered bio-based panels.To evaluate the effect of raw material morphology on panel’s performance,two types of cotton stalk-based panels were developed:one using long strips,maintaining fiber continuity,and the other using ground particles,representing conventional processing.A wood strand-based panel made from commercial southern yellow pine strands served as the control.All panels were bonded using phenol-formaldehyde resin and hot-pressed to a target thickness of 12.7 mm and density of 640 kg/m^(3).Their mechanical and physical properties were evaluated through internal bond,bending,thickness swelling,and water absorption tests.Both cotton stalk-based panels showed improved bonding performance compared to the control.The internal bond of the strip-based panel was nearly four times higher than that of the control,while the particlebased panel exceeded it by a factor of two.The strip-based panel showed approximately 15% lower bending stiffness than the wood strand-based panel,yet it surpassed it in load-carrying capacity by 5%.In contrast,the particleboard showed significantly lower bending performance than the strip-based and control panels,despite particle processing being a more conventional method.Both cotton stalk-based panels exhibited higher water absorption and thickness swelling than the wood strand panel.Overall,cotton stalk-based panels—particularly those using strip processing—show promisingmechanical properties,suggesting potential applications in sheathing,furniture,and interior paneling.However,improvements in dimensional stability are needed for broader use. 展开更多
关键词 Crop residues bio-based materials cotton stalk experimental testing bending performance internal bond water absorption
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Critical role of outside xylem hydraulic conductance in regulating stomatal conductance and water use efficiency in cotton across different planting densities
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作者 Yunrui Chen Dayong Fan +5 位作者 Ziliang Li Yujie Zhang Yang He Minzhi Chen Wangfeng Zhang Yali Zhang 《Journal of Integrative Agriculture》 2026年第3期965-976,共12页
Hydraulic theory predicts a positive coupling between leaf hydraulic conductance(K_(leaf))and stomatal conductance(g_(s));however,this theory has not been fully supported by observations,and underlying mechanisms are ... Hydraulic theory predicts a positive coupling between leaf hydraulic conductance(K_(leaf))and stomatal conductance(g_(s));however,this theory has not been fully supported by observations,and underlying mechanisms are poorly understood.Partitioning K_(leaf)into inside-xylem(K_(x))and outside-xylem(K_(ox))components offers a refined framework for elucidating the regulation of g_(s) by leaf hydraulics.While optimal planting density may enhance water use efficiency(WUE)through modulation of g_(s),corresponding changes in leaf hydraulic properties and their influence on gas exchange remain unclear.We examined relationships among K_(x),K_(ox),g_(s),leaf photosynthetic rate(A_(N)),and WUE,and analyzed the structural determinants of K_(ox)in cotton grown under eight planting densities:12,18,24,36,48,60,72,and 84 plants m^(–2).Results showed that as planting density increased,K_(leaf)and A_(N) remained stable,whereas K_(ox)and g_(s) declined significantly.Leaf thickness and the volume fraction of inter-cellular air space were key structural factors influencing K_(ox).Neither K_(leaf)nor K_(x)correlated with A_(N) or g_(s);however,K_(ox)exhibited a significant positive correlation with g_(s).Furthermore,K_(ox)was negatively correlated with WUE.These findings indicate that K_(ox)modulates g_(s) to minimize water loss without compromising A_(N),thereby enhancing WUE in cotton across varying planting densities. 展开更多
关键词 cotton leaf hydraulic conductance water use efficiency planting density mesophyll structure stomatal conductance
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A new ground-motion scaling and record selection procedure for asymmetric-plan buildings using the 2DOF-modal pushover method
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作者 Hamid Hojaji Mohammad Sadegh Birzhandi Mohammad Mahdi Zafarani 《Earthquake Engineering and Engineering Vibration》 2026年第1期71-86,共16页
Advanced intensity measures(IMs)based on an inelastic deformation spectrum improved the evaluation of the median engineering demand parameters(EDPs)and reduced dispersion.In this regard,an optimized two-degreefreedom(... Advanced intensity measures(IMs)based on an inelastic deformation spectrum improved the evaluation of the median engineering demand parameters(EDPs)and reduced dispersion.In this regard,an optimized two-degreefreedom(2DOF)modal pushover-based scaling procedure(2DMPS)has been developed for a nonlinear dynamic analysis of asymmetric in-plan buildings.The 2DMPS procedure scales ground motions to approach close enough to a target value of the inelastic displacement of the first-mode inelastic 2DOF modal stick,extended for structures with significant contributions of higher modes.Further,4-,6-and 13-story RC SMRF buildings were selected for analyses using ground motion records scaled by the 2DMPS procedure,the modal pushover-based scaling method(MPS),and ASCE/SEI 7-16 scaling procedures.The median values of EDPs on scaled records closely matched the benchmark results.The bias in the EDP values due to the scaled records in every group regarding their median value was lower than the dispersion of the 21 unscaled records.These results generally demonstrate the accuracy and efficiency of the 2DMPS method.Additionally,the 2DOF modal stick’s inelastic response spectra are better suited for calculating seismic demands for one-way asymmetric-plan structures than the SDOF inelastic response spectra. 展开更多
关键词 intensity measure record selection asymmetric structures modal pushover method record scaling inelastic response spectra
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Integration of Landsat and MODIS Imagery for Mapping 30-m Cotton Cultivation Areas in Xinjiang,China from 2000 to 2020
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作者 TAN Zhuting TAN Zhenyu +1 位作者 DUAN Hongtao ZHANG Kaili 《Chinese Geographical Science》 2026年第1期97-108,I0001,共13页
Cotton is an important global cash crops that serve as the primary source of natural fiber for textiles.A thorough understand-ing of the long-term variations in cotton cultivation is vital for optimizing cotton cultiv... Cotton is an important global cash crops that serve as the primary source of natural fiber for textiles.A thorough understand-ing of the long-term variations in cotton cultivation is vital for optimizing cotton cultivation management and promoting the sustainable development of the cotton industry.Xinjiang is the primary cotton-producing region in China.However,long-term data of cotton cultiv-ation areas with high spatial resolution are unavailable for Xinjiang,China.Therefore,this study aimed to identify and map an accurate 30-m cotton cultivation area dataset in Xinjiang from 2000 to 2020 by applying a Random Forest(RF)-based method that integrates Landsat and Moderate Resolution Imaging Spectroradiometer(MODIS)images,and validated the applicability and accuracy of dataset at a large spatial scale.Then,this study analyzed the spatiotemporal variations and influencing factors of cotton cultivation in the study period.The results showed that a high classification accuracy was achieved(overall accuracy>85%,F1>0.80),strongly agreeing with county-level agricultural statistical yearbook data(R2>0.72).Significant spatiotemporal variation in the cotton cultivation areas was found in Xinjiang,with a total increase of 1131.26 kha from 2000 to 2020.Notably,cotton cultivation area in southern Xinjiang expan-ded substantially,with that in Aksu increasing from 20.10%in 2000 to 28.17%in 2020,representing an expansion of 374.29 kha.In northern Xinjiang,the cotton areas in the Tacheng region also exhibited significant increased by almost ten percentage points in the same period.In contrast,cotton cultivation in eastern Xinjiang declined,decreasing from 2.22%in 2000 to merely 0.24%in 2020.Standard deviation ellipse analysis revealed a‘northeast-southwest’spatial distribution,with the centroid consistently located in Aksu and shifting 102.96 km over the 20-yr period.Pearson correlation analysis indicated that socioeconomic factors had a stronger influence on cotton cultivation than climatic factors,with effective irrigation area(r=0.963,P<0.05)and total agricultural machinery power(r=0.823)showing significant positive correlations,whereas climatic variables exhibiting weak associations(r<0.200).These results provide valuable scientific data for informed agricultural management,sustainable development,and policymaking. 展开更多
关键词 cotton cultivation mapping long-term series LANDSAT Moderate Resolution Imaging Spectroradiometer(MODIS) remote sensing Xinjiang China
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Structural Modal Parameter Recognition and Related Damage Identification Methods under Environmental Excitations:A Review 被引量:7
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作者 Chao Zhang Shang-Xi Lai Hua-Ping Wang 《Structural Durability & Health Monitoring》 EI 2025年第1期25-54,共30页
Modal parameters can accurately characterize the structural dynamic properties and assess the physical state of the structure.Therefore,it is particularly significant to identify the structural modal parameters accordi... Modal parameters can accurately characterize the structural dynamic properties and assess the physical state of the structure.Therefore,it is particularly significant to identify the structural modal parameters according to the monitoring data information in the structural health monitoring(SHM)system,so as to provide a scientific basis for structural damage identification and dynamic model modification.In view of this,this paper reviews methods for identifying structural modal parameters under environmental excitation and briefly describes how to identify structural damages based on the derived modal parameters.The paper primarily introduces data-driven modal parameter recognition methods(e.g.,time-domain,frequency-domain,and time-frequency-domain methods,etc.),briefly describes damage identification methods based on the variations of modal parameters(e.g.,natural frequency,modal shapes,and curvature modal shapes,etc.)and modal validation methods(e.g.,Stability Diagram and Modal Assurance Criterion,etc.).The current status of the application of artificial intelligence(AI)methods in the direction of modal parameter recognition and damage identification is further discussed.Based on the pre-vious analysis,the main development trends of structural modal parameter recognition and damage identification methods are given to provide scientific references for the optimized design and functional upgrading of SHM systems. 展开更多
关键词 Structural health monitoring data information modal parameters damage identification AI method
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新疆棉田主要昆虫图像数据集CottonInsect 被引量:6
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作者 杨满仙 陈燕红 +1 位作者 李雨晴 李永可 《中国科学数据(中英文网络版)》 2025年第1期55-65,共11页
棉花是新疆重要经济作物,由于种植结构调整、农药不合理使用与气候变化等原因,棉花易受多种虫害侵袭,影响其产量与品质。因此,构建复杂场景下棉田昆虫图像数据集对棉田害虫综合治理具有基础性意义。本文构建了复杂场景下新疆棉田主要昆... 棉花是新疆重要经济作物,由于种植结构调整、农药不合理使用与气候变化等原因,棉花易受多种虫害侵袭,影响其产量与品质。因此,构建复杂场景下棉田昆虫图像数据集对棉田害虫综合治理具有基础性意义。本文构建了复杂场景下新疆棉田主要昆虫图像数据集,用于真实环境下棉田昆虫的识别与检测。本数据集包含13种(类)常见的棉田昆虫,共3225张图像,原始图像共24 GB,均通过严格筛选,确保图像质量。对每张图像的棉田昆虫进行人工标注,构建图像分类数据集和目标检测数据集,数据集大小共29.7 GB。使用常见的深度学习模型对数据集进行评估,确保数据集的可用性和可靠性。本数据为棉田昆虫图像分类、目标检测等提供基础数据,对促进农业领域的发展、棉花虫害防治研究及提高棉花产量具有重要的实际应用价值。 展开更多
关键词 棉田昆虫 cottonInsect数据集 图像分类 目标检测
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CottonBud-YOLOv5s轻量型棉花顶芽检测算法 被引量:6
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作者 赵露强 彭强吉 +4 位作者 兰玉彬 康建明 张敬文 代建龙 陈玉龙 《农业工程学报》 北大核心 2025年第4期175-184,共10页
针对棉花机械打顶作业过程中,边缘移动设备算力受限实时性差,运动模糊、小目标遮挡导致难以检测的问题,该研究基于YOLOv5s模型提出CottonBud-YOLOv5s轻量型棉花顶芽检测模型,该模型采用ShuffleNetv2主干网络和DySample动态上采样模块替... 针对棉花机械打顶作业过程中,边缘移动设备算力受限实时性差,运动模糊、小目标遮挡导致难以检测的问题,该研究基于YOLOv5s模型提出CottonBud-YOLOv5s轻量型棉花顶芽检测模型,该模型采用ShuffleNetv2主干网络和DySample动态上采样模块替换原始模块降低计算量,提高模型检测速度;头部(head)和颈部(neck)分别引入ASFFHead检测头和GC(global context)全局注意力模块增强模型尺度不变性和上下文特征提取能力,提高小目标遮挡和运动模糊图像的检测性能。通过消融试验和模型对比试验,验证CottonBud-YOLOv5s棉花顶芽检测模型的可行性。试验结果表明:引入ASFFHead检测头和GC全局注意力机制后,小目标平均精度AP_(0.5:0.95)和平均召回率AR_(0.5:0.95)值比引入前分别提升3.6、2.1个百分点,中目标平均精度AP_(0.5:0.95)和平均召回率AR_(0.5:0.95)值分别提升4.1、3.5个百分点,大目标平均精度AP_(0.5:0.95)和平均召回率AR_(0.5:0.95)值分别提升6.5、5.9个百分点;与Faster-RCNN、TOOD、RTDETR、YOLOv3s、YOLOv5s、YOLOv9s和YOLOv10s检测模型相比检测速度分别提升26.4、26.7、24.2、24.8、11.5、18.6、15.6帧/s,平均精度均值分别提升14.0、13.3、5.5、0.9、0.8、0.2、1.5个百分点,召回率分别提升16.8、16.0、3.2、2.0、0.8、0.5、1.2个百分点,CottonBud-YOLOv5s模型平均精度均值达到97.9%,召回率达到97.2%,CPU检测速度达到27.9帧/s。由模型可视化分析可知CottonBud-YOLOv5s模型在单株、多株、运动模糊、小目标遮挡的整体检测性能优于其他检测模型。该模型具有较高的检测精度、鲁棒性和检测速度,适用于密植环境下棉花顶芽的精准检测,可为棉花机械化打顶提供视觉检测基础。 展开更多
关键词 目标检测 遮挡 运动模糊 小目标 棉花顶芽 卷积神经网络 YOLOv5s
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MIL-100(Fe)@cotton的制备及对活性黑KN-B的脱色性能 被引量:1
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作者 张浩鹏 秦兆琼 +3 位作者 徐青青 蒋璨宇 武守营 瞿建刚 《印染》 北大核心 2025年第12期16-21,共6页
棉织物经多元羧酸改性处理后,采用原位生长法制备MIL-100(Fe)@cotton复合材料。利用X射线衍射、扫描电子显微镜和红外光谱进行表征。研究了染液浓度、pH和双氧水用量等对MIL-100(Fe)@cotton脱色性能的影响,并探讨了MIL-100(Fe)@cotton... 棉织物经多元羧酸改性处理后,采用原位生长法制备MIL-100(Fe)@cotton复合材料。利用X射线衍射、扫描电子显微镜和红外光谱进行表征。研究了染液浓度、pH和双氧水用量等对MIL-100(Fe)@cotton脱色性能的影响,并探讨了MIL-100(Fe)@cotton光催化降解染料的机制。结果表明:在500 W氙灯光照下,当活性黑KN-B质量浓度为20 mg/L,染液pH为3和双氧水浓度为2.364 mmol/L时,复合材料对活性黑KN-B具有良好的光催化降解性能,60 min后脱色率为93.31%。机理研究表明,复合材料在光照和双氧水条件下产生的羟基自由基和光生空穴,对催化降解起主要作用。 展开更多
关键词 MIL-100(Fe) 棉织物 染料降解 光催化 活性黑KN-B
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Assessment of Future Cotton Production in the Tarim River Basin under Climate Model Projections and Water Management 被引量:1
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作者 Shengru Yue Lunche Wang +1 位作者 Qian Cao Jia Sun 《Journal of Earth Science》 2025年第4期1780-1792,共13页
Climate change is significantly impacting cotton production in the Tarim River Basin.The study investigated the climate change characteristics from 2021 to 2100 using climate change datasets simulated per the coupled ... Climate change is significantly impacting cotton production in the Tarim River Basin.The study investigated the climate change characteristics from 2021 to 2100 using climate change datasets simulated per the coupled model inter-comparison project phase six(CMIP6)climatic patterns under the shared socioeconomic pathways SSP2-4.5 and SSP5-8.5.The DSSAT-CROPGROCotton model,along with stepwise multiple regression analyses,was used to simulate changes in the potential yield of seed cotton due to climate change.The results show that while future temperatures in the Tarim River Basin will rise significantly,changes in precipitation and radiation during the cotton-growing season are minimal.Seed cotton yields are more sensitive to low temperatures than to precipitation and radiation.The potential yield of seed cotton under the SSP2-4.5 scenario would increase by 14.8%,23.7%,29.0%,and 29.4%in the 2030S,2050S,2070S,and 2090S,respectively.In contrast,under the SSP5-8.5 scenario,the potential yield of seed cotton would see increases of 17.5%,27.1%,30.1%,and 22.6%,respectively.Except for the 2090s under the SSP5-8.5 scenario,future seed cotton production can withstand a 10%to 20%deficit in irrigation.These findings will help develop climate change adaptation strategies for cotton cultivation. 展开更多
关键词 climate change Tarim River Basin potential yield of seed cotton DSSAT CMIP6 future cotton production
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Insights into the role of GhCYP and GhTPS in the gossypol biosynthesis pathway via a multiomics and functional-based approach in cotton 被引量:1
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作者 Teame Gereziher Mehari Marijana Skorić +6 位作者 Hui Fang Kai Wang Fang Liu Tesfay Araya Branislav Šiler Dengbing Yao Baohua Wang 《Journal of Integrative Agriculture》 2025年第5期1671-1687,共17页
Two cotton research institute(CRI)near-isogenic lines,CRI-12 glanded and CRI-12 glandless,were used to pinpoint potential genes and metabolic pathways linked to gossypol biosynthesis through transcriptome sequencing.W... Two cotton research institute(CRI)near-isogenic lines,CRI-12 glanded and CRI-12 glandless,were used to pinpoint potential genes and metabolic pathways linked to gossypol biosynthesis through transcriptome sequencing.We discovered more than 235 million clean reads and 1,184 differentially expressed genes(DEGs).Consecutively,we conducted a weighted gene co-expression network analysis and found a strong correlation between white and yellow modules containing GhTPS(GH_D09G0090)and GhCYP(GH_D05G2016)hub genes with the gossypol content.Importance of the GhTPS and GhCYP genes was demonstrated using RT-qPCR,virusinduced gene silencing(VIGS),and target metabolite analysis.Silencing these genes resulted in fewer glands on both leaves and stems two weeks after the infection compared to the wild type.In addition,152 metabolites were identified through targeted metabolite profiling.Differential metabolite screening revealed 12 and 18 significantly different metabolites in TRV:GhTPS and TRV:GhCYP plants vs.the control group,respectively,showing a reduction in the accumulation of metabolites compared to the control.Content of hemigossypol,the final product of gossypol biosynthesis,was also reduced,as revealed by target metabolite analysis,suggesting the role of these genes in the gossypol biosynthetic pathway.Furthermore,a highly significant difference in gossypol content between the glanded and glandless lines was recorded.Findings of this study reveal a strong link between the gossypol content and GhTPS and GhCYP hub genes,suggesting their role in the gossypol biosynthetic pathway to reduce the accumulation of hemigossypol,which may offer new comprehension into the regulatory checkpoints of the gossypol biosynthesis pathway in cotton. 展开更多
关键词 cotton GOSSYPOL near-isogenic lines TRANSCRIPTOME target metabolomics correlation
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Seasonal population trend and relative occurrence of pests and their natural enemies among cotton species and cultivars in India 被引量:1
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作者 NAGRARE V.S. NAIKWADI Bhausaheb +4 位作者 FAND Babasaheb B. NAIK V.Chinna Babu TENGURI Prabhulinga GOKTE‑NARKHEDKAR Nandini WAGHMARE V.N. 《Journal of Cotton Research》 2025年第2期178-192,共15页
Background Cotton crop is infested by numerous arthropod pests from sowing to harvesting,causing substantial direct and indirect yield losses.Knowledge of seasonal population trends and the relative occurrence of pest... Background Cotton crop is infested by numerous arthropod pests from sowing to harvesting,causing substantial direct and indirect yield losses.Knowledge of seasonal population trends and the relative occurrence of pests and their natural enemies is required to minimize the pest population and yield losses.In the current study,analysis of the seasonal population trend of pests and natural enemies and their relative occurrence on cultivars of three cotton species in Central India has been carried out.Results A higher number and diversity of sucking pests were observed during the vegetative cotton growth stage(60 days after sowing),declining as the crop matured.With the exception of cotton jassid(Amrasca biguttula biguttula Ishida),which caused significant crop damage mainly from August to September;populations of other sucking insects seldom reached economic threshold levels(ETL)throughout the studied period.The bollworm complex populations were minimal,except for the pink bollworm(Pectinophora gossypiella Saunders),which re-emerged as a menace to cotton crops during the cotton cropping season 2017–2018 due to resistance development against Bt-cotton.A reasonably good number of predatory arthropods,including coccinellids,lacewings,and spiders,were found actively preying on the arthropod pest complex of the cotton crop during the early vegetative growth stage.Linear regression indicates a significant relationship between green boll infestations and pink bollworm moths in pheromone traps.Multiple linear regression analyse showed mean weekly weather at one-or two-week lag periods had a significant impact on sucking pest population(cotton aphid,cotton jassid,cotton whitefly,and onion thrips)fluctuation.Gossypium hirsutum cultivars RCH 2 and DCH 32,and G.barbadense cultivar Suvin were found susceptible to cotton jassid and onion thrips.Phule Dhanvantary,an G.arboreum cotton cultivar,demonstrated the highest tolerance among all evaluated cultivars against all sucking pests.Conclusion These findings have important implications for pest management in cotton crops.Susceptible cultivars warrant more attention for plant protection measures,making them more input-intensive.The choice of appropriate cultivars can help minimize input costs,thereby increasing net returns for cotton farmers. 展开更多
关键词 cotton PESTS Population trend Relative occurrence CULTIVARS Natural enemies
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