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Influences of large-scale farming on carbon emissions from cropping:Evidence from China 被引量:6
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作者 LI Ya-ling YI Fu-jin YUAN Chong-jun 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2023年第10期3209-3219,共11页
Reducing agricultural carbon emissions is important to enable carbon emission peaking by 2030 in China.However,China's transformation towards large-scale farming brings uncertainties to carbon emission reduction.T... Reducing agricultural carbon emissions is important to enable carbon emission peaking by 2030 in China.However,China's transformation towards large-scale farming brings uncertainties to carbon emission reduction.This study quantifies the carbon emissions from cropping based on life cycle assessment and estimates the effects of farm size on carbon emissions using a fixed effects model.Furthermore,the variations of the carbon emissions from cropping driven by the changes in farm size in future years are projected through scenario analysis.Results demonstrate an inverted U-shaped change in total carbon emission from cropping as farm size increases,which is dominated by the changes in the carbon emission from fertilizer.Projections illustrate that large-scale farming transformation will postpone the peak year of total carbon emission from cropping until 2048 if the change in farm size follows a historical trend,although it is conducive to reducing total carbon emission in the long run.The findings indicate that environmental regulations to reduce fertilizer usages should be strengthened for carbon emission abatement in the early stage of large-scale farming transformation,which are also informative to other developing countries with small farm size. 展开更多
关键词 farm size carbon emission agricultural transition
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What are the Determinants of Large-scale Farming in China? 被引量:3
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作者 Xing Xia Xian Xin Ling Ma 《China & World Economy》 SCIE 2017年第4期93-108,共16页
The Chinese Government has increased its focus on expanding farm scale to promote agricultural development since 2010. A series of favorable polices has been adopted to support large-scale farming. Using a multivariat... The Chinese Government has increased its focus on expanding farm scale to promote agricultural development since 2010. A series of favorable polices has been adopted to support large-scale farming. Using a multivariate probit model and 2015 and 2016 rural household survey data, the present paper examines the factors that influence small farmers" decision to become large-scale farmers. The empirical regression results suggest that the decision to become a large-scale farmer is significantly influenced by household human capital cooperative membership, marketing channels, land-transfer contracts and government policies. However, the influence of these factors differs with respect to becoming large-scale grain and non-grain farmers. These results imply that policy tools should target these factors and the appropriate group of small-scale farmers. Generally, both central and local governments should promote large-scale farming by enhancing rural households' human capital improving marketing channels and providing agricultural social services, as well as encouraging returning migrant workers to engage in large-scale farming, 展开更多
关键词 China large-scale farming multiple probit
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LARGE-SCALE FARMING BENEFITS SOIL ACIDIFICATION ALLEVIATION THROUGH IMPROVED FIELD MANAGEMENT IN BANANA PLANTATIONS 被引量:2
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作者 Donghao XU Jiangzhou ZHANG +5 位作者 Yajuan LI Shiyang LI Siyang REN Yuan FENG Qichao ZHU Fusuo ZHANG 《Frontiers of Agricultural Science and Engineering》 CSCD 2023年第1期48-60,共13页
Large-scale farming by agricultural land transfers has been increasingly promoted in recent years,but the possible impacts on crop production,especially cash crops,and soil acidification remain unclear.This study obta... Large-scale farming by agricultural land transfers has been increasingly promoted in recent years,but the possible impacts on crop production,especially cash crops,and soil acidification remain unclear.This study obtained data for 110 banana plantations in Long’an County,China,and categorized them into small(<0.67 ha),medium(0.67−6.7 ha),and large(>6.7 ha)to determine banana cultivation,nutrient management,and soil acidification rates on farms of the three sizes.Banana yield per unit area significantly increased with increased farm size,and large farms had the highest average yield(48.9 t·ha^(−1))with the least variation.Despite a significant increase in organic fertilizer and base cation inputs,nitrogen(N)surplus did not differ significantly with increasing farm size.With large farms,actual soil acidification rate was significantly lower by 19.1 to 24.0 keq·ha^(−1)·yr^(−1);however,potential soil acidification rate increased with increased overuse of phosphorus.Overall,larger banana plantations used fewer mineral N fertilizers reducing the rate of soil acidification and increasing the H+buffering provided by organic fertilizers.It is concluded that larger farms deliver the dual benefits of higher,less variable banana yield and mitigation of soil acidification by substituting organic N for mineral N fertilizers,supporting sustainable soil management and food production. 展开更多
关键词 plantations land transfer large-scale farming nutrient management soil acidification
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Evolution and Innovation of Agricultural Production Organization Governance Mechanism under Large-scale Farmland Circulation:A Study Based on 175 Questionnaire Survey in Daqing City
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作者 Shuli SONG Ming LIU +1 位作者 Mingyang XIE Min TANG 《Asian Agricultural Research》 2025年第10期5-7,13,共4页
Based on questionnaire surveys and field interviews conducted with various types of agricultural production organizations across five districts and four counties in Daqing City,this study combines relevant theoretical... Based on questionnaire surveys and field interviews conducted with various types of agricultural production organizations across five districts and four counties in Daqing City,this study combines relevant theoretical frameworks to systematically examine the evolution,performance,and influencing factors of governance mechanisms within these organizations.Using both quantitative and inductive analytical methods,the paper proposes innovative designs and supporting measures for improving governance mechanisms.The findings reveal that,amid large-scale farmland circulation,the governance mechanisms of agricultural production organizations in Daqing City are evolving from traditional to modern structures.However,challenges remain in areas such as decision-making efficiency,benefit distribution,and supervision mechanisms.In response,this study proposes innovative governance designs focusing on decision-making processes,profit-sharing mechanisms,and risk prevention.Corresponding policy recommendations are also provided to support the sustainable development of agricultural modernization in China. 展开更多
关键词 large-scale CIRCULATION AGRICULTURAL production ORGANIZATION GOVERNANCE mechanism
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Factors Influencing Large-scale Operation of Large Grain Farmers in Northeast China
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作者 刘文新 何秀丽 《Agricultural Science & Technology》 CAS 2017年第12期2622-2627,2632,共7页
With the grain yield accounting for 20% of the whole country, the north- east China is a strategic region for ensuring national grain security and also a most centralized region of large grain farmers. Through a sampl... With the grain yield accounting for 20% of the whole country, the north- east China is a strategic region for ensuring national grain security and also a most centralized region of large grain farmers. Through a sampling survey of large grain farmers in 15 counties and cities of northeast China, with the aid of SPSS and AMOS software, using multiple regression analysis and structural equation modeling, this paper made a quantitative analysis on the influence of the subjective and ob- jective factors of large grain farmers on their large-scale management. The results showed that the age structure, educational level, family operating capital, yield ex- pectation and protective farming awareness of large grain farmers are the positive factors influencing their large scale operation due to agricultural subsidy policy. By comparison, the number of agricultural machinery and equipment owned by family, regional labor force, expectation for future income, and expectation for contractual scale become negative factors influencing large-scale operation of large grain farm- ers because of agricultural policies. When the future expectation, self conditions, family endowment, and operation conditions of large grain farmers increase one unit, their large scale operation motivation will increase by 0.692, 0.689, 0.487 and 0.363 units respectively. Thus, increasing the future expectation and self conditions of large grain farmers is a key factor for promoting large scale operation of farmland. 展开更多
关键词 Large grain farmers large-scale operation Motivation Northeast China
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Construction and Environmental Protection of Large-scale Livestock and Poultry Farms 被引量:1
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作者 Mingquan LI 《Asian Agricultural Research》 2021年第9期28-29,48,共3页
Large-scale breeding of livestock and poultry is the main way of modern animal husbandry development.This breeding method is widely used by the majority of owners because of its easy technical promotion,low breeding c... Large-scale breeding of livestock and poultry is the main way of modern animal husbandry development.This breeding method is widely used by the majority of owners because of its easy technical promotion,low breeding cost and good economic benefits.But with the development of large-scale livestock and poultry breeding,the pollution and damage to the environment caused by fecal pollution from large-scale livestock and poultry breeding has been criticized by many environmentalists.In this paper,through visit and investigation of large-scale livestock and poultry farms,the methods and measures of environmental protection in the construction of large-scale livestock and poultry farms are proposed. 展开更多
关键词 LIVESTOCK large-scale farm CONSTRUCTION Environmental protection
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Challenges in the Large-Scale Deployment of CCUS 被引量:2
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作者 Zhenhua Rui Lianbo Zeng Birol Dindoruk 《Engineering》 2025年第1期17-20,共4页
1.Introduction Climate change mitigation pathways aimed at limiting global anthropogenic carbon dioxide(CO_(2))emissions while striving to constrain the global temperature increase to below 2℃—as outlined by the Int... 1.Introduction Climate change mitigation pathways aimed at limiting global anthropogenic carbon dioxide(CO_(2))emissions while striving to constrain the global temperature increase to below 2℃—as outlined by the Intergovernmental Panel on Climate Change(IPCC)—consistently predict the widespread implementation of CO_(2)geological storage on a global scale. 展开更多
关键词 large-scale Deployment CCUS CHALLENGES Climate Change Mitigation
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Transient Stability Study of Power System with Large-Scale Wind Farm Integration 被引量:1
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作者 Run Lin Ruiye Liu 《Energy and Power Engineering》 2017年第4期552-561,共10页
Large-scale wind power integration has become the current development trend of the power system. Large-scale wind power integration can change the original structure and characteristics of the system. Thus, it’s nece... Large-scale wind power integration has become the current development trend of the power system. Large-scale wind power integration can change the original structure and characteristics of the system. Thus, it’s necessary to analyse the transient stability of power system which contains wind power, and to study the controlling strategy for improving the transient stability of power system. Based on EEAC, this paper studies the transient stability of the power system which contains wind power system theoretically, proposes the calculation method for accelerating area, decelerating area and margin, and illustrates the impact of wind power integration on the transient stability with power angle curve. Furthermore, this paper studies the modeling and simulation, and the experimental results prove the correctness of the theories. 展开更多
关键词 TRANSIENT Stability DFIG EEAC Wind farm INTEGRATION
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Numerical experimental study on the potential climatic impacts oflarge-scale wind farms in China 被引量:2
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作者 HUANG Jian-Bin LOU Peng-Kang +2 位作者 SUN Hong-Wei LUO Yong ZHAO Zong-Ci 《Advances in Climate Change Research》 SCIE CSCD 2019年第3期143-149,共7页
Wind energy has been rapidly developed in China during the past decades and the installed capacity has been the largest in the world. In the future, utilization of wind power is still expected to carry out in China ma... Wind energy has been rapidly developed in China during the past decades and the installed capacity has been the largest in the world. In the future, utilization of wind power is still expected to carry out in China mainly with a large-scale centralized layout. Here, we examine the potential climatic impacts of large-scale windfarms associated with deployment scale in China using numerical experiments, in which four deployment scenarios were designed. These four scenarios represented relatively small- (484 GW), medium- (2165 GW) and large-scale (3490 GW and 5412 GW) installed wind power capacities, respectively. Results showed that turbulent kinetic energy, wind velocity, and air temperature varied consistently within those windfarms with the largest changes in turbine hub heights. Moreover, the above relatively large- scale windfarms could induce regional wanning with a maximum of above 0.8 °C in North China. This regional warming may be linked to an anomalous circulation pattern with a negative pressure anomaly center in Northeast China and a positive pressure anomaly center in the middle and lower reaches of the Yangtze-Huaihe River Basin. 展开更多
关键词 Climatic impact large-scale windfarms Wind energy China WRF model
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Influence of Friction Condition on Cavity Filling for Large-Scale Titanium Alloy Strut Forging
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作者 Hu Yanghu Zhang Dawei +2 位作者 Tian Chong Chai Xing Zhao Shengdun 《稀有金属材料与工程》 北大核心 2025年第6期1462-1466,共5页
The titanium alloy strut serves as a key load-bearing component of aircraft landing gear,typically manufactured via forging.The friction condition has important influence on material flow and cavity filling during the... The titanium alloy strut serves as a key load-bearing component of aircraft landing gear,typically manufactured via forging.The friction condition has important influence on material flow and cavity filling during the forging process.Using the previously optimized shape and initial position of preform,the influence of the friction condition(friction factor m=0.1–0.3)on material flow and cavity filling was studied by numerical method with a shear friction model.A novel filling index was defined to reflect material flow into left and right flashes and zoom in on friction-induced results.The results indicate that the workpiece moves rigidly to the right direction,with the displacement decreasing as m increases.When m<0.18,the underfilling defect will occur in the left side of strut forging,while overflow occurs in the right forging die cavity.By combining the filling index and analyses of material flow and filling status,a reasonable friction factor interval of m=0.21–0.24 can be determined.Within this interval,the cavity filling behavior demonstrates robustness,with friction fluctuations exerting minimal influence. 展开更多
关键词 large-scale strut titanium alloy friction condition rigid movement cavity filling
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A Chaotic Local Search-Based Particle Swarm Optimizer for Large-Scale Complex Wind Farm Layout Optimization 被引量:4
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作者 Zhenyu Lei Shangce Gao +2 位作者 Zhiming Zhang Haichuan Yang Haotian Li 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2023年第5期1168-1180,共13页
Wind energy has been widely applied in power generation to alleviate climate problems.The wind turbine layout of a wind farm is a primary factor of impacting power conversion efficiency due to the wake effect that red... Wind energy has been widely applied in power generation to alleviate climate problems.The wind turbine layout of a wind farm is a primary factor of impacting power conversion efficiency due to the wake effect that reduces the power outputs of wind turbines located in downstream.Wind farm layout optimization(WFLO)aims to reduce the wake effect for maximizing the power outputs of the wind farm.Nevertheless,the wake effect among wind turbines increases significantly as the number of wind turbines increases in the wind farm,which severely affect power conversion efficiency.Conventional heuristic algorithms suffer from issues of low solution quality and local optimum for large-scale WFLO under complex wind scenarios.Thus,a chaotic local search-based genetic learning particle swarm optimizer(CGPSO)is proposed to optimize large-scale WFLO problems.CGPSO is tested on four larger-scale wind farms under four complex wind scenarios and compares with eight state-of-the-art algorithms.The experiment results indicate that CGPSO significantly outperforms its competitors in terms of performance,stability,and robustness.To be specific,a success and failure memories-based selection is proposed to choose a chaotic map for chaotic search local.It improves the solution quality.The parameter and search pattern of chaotic local search are also analyzed for WFLO problems. 展开更多
关键词 Chaotic local search(CLS) evolutionary computation genetic learning particle swarm optimization(PSO) wake effect wind farm layout optimization(WFLO)
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A Genetic Algorithm Approach for Location-Specific Calibration of Rainfed Maize Cropping in the Context of Smallholder Farming in West Africa
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作者 Moussa Waongo Patrick Laux +2 位作者 Jan Bliefernicht Amadou Coulibaly Seydou B. Traore 《Agricultural Sciences》 2025年第1期89-111,共23页
Smallholder farming in West Africa faces various challenges, such as limited access to seeds, fertilizers, modern mechanization, and agricultural climate services. Crop productivity obtained under these conditions var... Smallholder farming in West Africa faces various challenges, such as limited access to seeds, fertilizers, modern mechanization, and agricultural climate services. Crop productivity obtained under these conditions varies significantly from one farmer to another, making it challenging to accurately estimate crop production through crop models. This limitation has implications for the reliability of using crop models as agricultural decision-making support tools. To support decision making in agriculture, an approach combining a genetic algorithm (GA) with the crop model AquaCrop is proposed for a location-specific calibration of maize cropping. In this approach, AquaCrop is used to simulate maize crop yield while the GA is used to derive optimal parameters set at grid cell resolution from various combinations of cultivar parameters and crop management in the process of crop and management options calibration. Statistics on pairwise simulated and observed yields indicate that the coefficient of determination varies from 0.20 to 0.65, with a yield deviation ranging from 8% to 36% across Burkina Faso (BF). An analysis of the optimal parameter sets shows that regardless of the climatic zone, a base temperature of 10˚C and an upper temperature of 32˚C is observed in at least 50% of grid cells. The growing season length and the harvest index vary significantly across BF, with the highest values found in the Soudanian zone and the lowest values in the Sahelian zone. Regarding management strategies, the fertility mean rate is approximately 35%, 39%, and 49% for the Sahelian, Soudano-sahelian, and Soudanian zones, respectively. The mean weed cover is around 36%, with the Sahelian and Soudano-sahelian zones showing the highest variability. The proposed approach can be an alternative to the conventional one-size-fits-all approach commonly used for regional crop modeling. Moreover, it has the potential to explore the performance of cropping strategies to adapt to changing climate conditions. 展开更多
关键词 Smallholder farming AquaCrop Genetics Algorithm Optimization MAIZE Burkina Faso
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Pollution Control Programs of Large-Scale Livestock and Poultry Farms in the Dianchi Lake Basin 被引量:1
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作者 LI Zhong-jie ZHENG Yi-xin +1 位作者 XU Xiao-mei NI Jin-bi 《Animal Husbandry and Feed Science》 CAS 2011年第1期35-38,共4页
With the enlarging scale and intensifying production of livestock and poultry breeding, the environment pollution becomes increasingly prominent in the Dianchi Lake Basin since 1990s. According to the survey of "The ... With the enlarging scale and intensifying production of livestock and poultry breeding, the environment pollution becomes increasingly prominent in the Dianchi Lake Basin since 1990s. According to the survey of "The First National Census of Pollution Sources", occurrence and discharge of pollutants in large-scale livestock and poultry farms in this region were first understood. The pollution characteristics of large-scale live- stock and poultry breeding were also analyzed deeply. On this basis, the significance of pollution control programs for environment protection was investigated from aspects of pollution control policy, technology management and publicity. 展开更多
关键词 Dianchi Lake Basin large-scale livestock and poultry breeding Pollution control program
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Research on Integrated Agro-Aquaculture Ecological Farming Technology
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作者 Ning XU Xiaoguang ZU +3 位作者 Chanjuan CHEN Tiegang LIU Bingkun YANG Yanhui LIU 《Asian Agricultural Research》 2025年第3期48-52,共5页
[Objectives]To establish an integrated agro-aquaculture ecological farming model by combining in-pond cage fish farming,water circulation systems,and rice cultivation on bio-floating beds,and compared it with traditio... [Objectives]To establish an integrated agro-aquaculture ecological farming model by combining in-pond cage fish farming,water circulation systems,and rice cultivation on bio-floating beds,and compared it with traditional pond farming.[Methods]The research was carried out in 3 test ponds and 3 control ponds.A 6 m×9 m×2.5 m cage was set every 667 m 2 in the test pond,and water circulator and microporous oxygenation equipment were installed.Ecological floating beds were set on both sides of the pond.Common aeration equipment was used for control ponds.The same number and size of crucian carp,and the same number,proportion and size of silver carp and bighead carp were raised in both the test and control groups.Total nitrogen,ammonium nitrogen,total phosphorus and phosphate content was determined every 15 d,and growth indicators and feed conversion ratios of fish were measured at the end of the experiment.[Conclusions]The content of total nitrogen,ammonium nitrogen,total phosphorus and phosphate in the experimental group decreased by 50.69%,69.12%,62.62%and 54.20%,respectively,compared with the control group.Compared with the control group,the harvest size,survival rate and yield per unit area of crucian carp in the experimental group increased by 5.25%,7.58%and 13.28%,respectively,and the feed conversion ratio decreased by 4.72%.[Results]The integrated agro-aquaculture model demonstrated significant advantages in mitigating eutrophication,improving yield,and enhancing feed efficiency. 展开更多
关键词 Integrated agro-aquaculture Ecological farming Traditional farming Nutrient removal Water purification
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Cheng Yanqiu:His Hobbies,His Farming Life in the 1940s and the Artistic Achievements of The Lucky Purse
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作者 ZHANG Yi-he LIU Yue(Translator) 《Journal of Literature and Art Studies》 2025年第9期678-687,共10页
In this paper Cheng Yanqiu’s personality,manliness and his hobbies are discussed.From the narration of his farming life in the 1940s and his founding of schools his view on life is to be seen.In the latter part of th... In this paper Cheng Yanqiu’s personality,manliness and his hobbies are discussed.From the narration of his farming life in the 1940s and his founding of schools his view on life is to be seen.In the latter part of the paper the artistic achievements of his masterpiece“The Lucky Purse”are explored. 展开更多
关键词 MANLINESS hobbies farming LIFE The LUCKY PURSE
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Enhancing climate-smart coastal farming system through agriculture extension and advisory services towards the avenues of farm sustainability
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作者 Md Maruf BILLAH Mohammad Mahmudur RAHMAN +3 位作者 Santiago MAHIMAIRAJA Alvin LAL Asadi SRINIVASULU Ravi NAIDU 《Regional Sustainability》 2025年第4期12-25,共14页
Agriculture extension and advisory services(AEAS)are integral to smart agricultural systems and play a pivotal role in supporting sustainable agricultural development.The study aimed to assess the role of AEAS in stre... Agriculture extension and advisory services(AEAS)are integral to smart agricultural systems and play a pivotal role in supporting sustainable agricultural development.The study aimed to assess the role of AEAS in strengthening climate-smart coastal farming system to enhance coastal agricultural sustainability.A mixed-methods study was conducted in the southwestern coastal region of Bangladesh in 2023,which involved administering a structured questionnaire and conducing face-to-face interviews with 390 farmers.Perceived role index(PRI)was employed to assess the potential role of AEAS.To forecast the perceived role outcomes,the machine learning model was undertaken by utilizing suitable algorithms.Additionally,feature importance was calculated to underpin the significant factors of perceived role outcomes.The findings showed that coastal farming communities held a comprehensive understanding of the role of AEAS.Key roles included diffusion of agricultural innovations,acting as a bridge between farmers and research organizations,using demonstration techniques to educate farmers,training farmers on food storage,processing,and utilization,and promoting awareness and adoption of best practices.The machine learning model exposed a significant relationship between farmers’socio-economic characteristics and their perception behavior.The results identified that factors like innovativeness,awareness,training exposure,access to AEAS,and access to information significantly influenced how farmers perceived the efficacy of AEAS in promoting a smart coastal farming system.However,farmers confronted multiple constraints in receiving demand-driven services and maintaining coastal farm sustainability.These insights can guide concerned authorities and policy-makers in providing AEAS for the purpose of strengthening climate-smart coastal farming system,particularly with a special focus on capacity building programs and machine learning application.Moreover,the outcomes of this study can assist the authorities of similar coastal systems throughout the world to initiate potential strategies for enhancing region-specific agricultural sustainability. 展开更多
关键词 Agriculture extension and advisory services(AEAS) Climate-smart coastal farming system Climate change Machine learning farm sustainability
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Assessment of immunization procedures for foot-and-mouth disease in large-scale pig farms in China based on actual data and dynamics 被引量:1
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作者 Huarong Ren Zhen Jin +3 位作者 Xin Pei Mingtao Li You ming Wang Juan Zhang 《Animal Diseases》 2022年第1期45-60,共16页
Foot-and-mouth disease(FMD)is an acute,highly infectious and pathogenic animal disease.In recent years,with the rapid development of the swine breeding industry in China,pig farms have shown a trend of larger-scale de... Foot-and-mouth disease(FMD)is an acute,highly infectious and pathogenic animal disease.In recent years,with the rapid development of the swine breeding industry in China,pig farms have shown a trend of larger-scale development.Large-scale pig farms employ standardized management,a high level of automation,and a strict_system.However,these farms have a large trading volume,and increased transmission intensity of FMD is noted inside the farm.At present,the main control measure against FMD is pig vaccination.However,a standard for immunization procedures is not available,and currently adopted immunization procedures have not been effectively and systematically evaluated.Taking a typical large-scale pig farm in China as the research subject and considering the breeding pattern,piggery structure,age structure and immunization procedures,an individual-based state probability model is established to evaluate the effectiveness of the immune procedure.Based on numerical simulation,it is concluded that the optimal immunization program involves primary immunization at 40 days of age and secondary immunization at 80 days of age for commercial pigs.Breeding boars and breeding sows are immunized 4 times a year,and reserve pigs are immunized at 169 and 259 days of age.According to the theoretical analysis,the average control reproduction number of individuals under the optimal immunization procedure in the farm is 0.4927.In the absence of immunization,the average is 1.7498,indicating that the epidemic cannot be controlled without immunization procedures. 展开更多
关键词 Pig farm Foot-and-mouth disease Individual-based state probability model Immunization procedure Infection probability Individual-based control reproduction number
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Decomposition for Large-Scale Optimization Problems:An Overview
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作者 Thai Doan CHUONG Chen LIU Xinghuo YU 《Artificial Intelligence Science and Engineering》 2025年第3期157-174,共18页
Formalizing complex processes and phenomena of a real-world problem may require a large number of variables and constraints,resulting in what is termed a large-scale optimization problem.Nowadays,such large-scale opti... Formalizing complex processes and phenomena of a real-world problem may require a large number of variables and constraints,resulting in what is termed a large-scale optimization problem.Nowadays,such large-scale optimization problems are solved using computing machines,leading to an enormous computational time being required,which may delay deriving timely solutions.Decomposition methods,which partition a large-scale optimization problem into lower-dimensional subproblems,represent a key approach to addressing time-efficiency issues.There has been significant progress in both applied mathematics and emerging artificial intelligence approaches on this front.This work aims at providing an overview of the decomposition methods from both the mathematics and computer science points of view.We also remark on the state-of-the-art developments and recent applications of the decomposition methods,and discuss the future research and development perspectives. 展开更多
关键词 decomposition methods nonlinear optimization large-scale problems computational intelligence
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Management Measures for Large-scale Machinery and Equipment in Highway Construction
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作者 Yang Yu 《Journal of World Architecture》 2025年第2期134-140,共7页
This article focuses on the management of large-scale machinery and equipment in highway construction,with the research objective of identifying issues at the management level and exploring more effective management m... This article focuses on the management of large-scale machinery and equipment in highway construction,with the research objective of identifying issues at the management level and exploring more effective management measures.Through practical observation and logical analysis,this article elaborates on the management connotations of large-scale machinery and equipment in highway construction,affirming its management value from different perspectives.On this basis,it carefully analyzes the problems existing in the management of large-scale machinery and equipment,providing a detailed interpretation of issues such as the weak foundation of the equipment management system and the disconnection between equipment selection and configuration from reality.Combining the manifestations of related problems,this article proposes strategies such as strengthening the institutional foundation of equipment management,selecting and configuring equipment based on actual conditions,aiming to provide references for large-scale machinery and equipment management to relevant enterprises. 展开更多
关键词 HIGHWAY CONSTRUCTION large-scale machinery and equipment management
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Leveraging farm heterogeneity to enhance living incomes:A gender-sensitive typology of cocoa farming systems in Côte d’Ivoire
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作者 Franziska OLLENDORF Claudia CORAL +2 位作者 Constant Yves ADOU YAO Stefan SIEBER Katharina LÖHR 《Regional Sustainability》 2025年第4期41-60,共20页
About 44%of the world’s cocoa is produced in one single country,Côte d’Ivoire.Providing this important raw material,most Ivorian cocoa farmers live in severe poverty,which,despite a multitude of sector interven... About 44%of the world’s cocoa is produced in one single country,Côte d’Ivoire.Providing this important raw material,most Ivorian cocoa farmers live in severe poverty,which,despite a multitude of sector interventions,is still widespread,affecting social and environmental sustainability in cocoa production.In this context,cocoa farmers are still often treated as a homogeneous group of small-scale producers(mainly males),resulting in interventions being conceptualized as one-size-fits-all approaches and failing to deliver support schemes that take farmers’specific conditions appropriately into account.Applying a broader typology approach that combines farm characteristics with farmers’characteristics,this study aims to delineate Ivorian cocoa farmers and their farms into specific types in order to improve advice for targeted sustainability interventions and living income(LI)potentials.Principal component analysis and hierarchical clustering analysis of a household dataset collected in 2022 in five cocoa-growing regions of Côte d’Ivoire were chosen to identify types of male-headed farms.To assure gender sensitive analysis,a female-headed farm type was created artificially.The specific characteristics of the identified types were captured using descriptive analysis.Descriptive statistics and non-parametric tests were then applied to examine the relationships between these farm types and various outcomes.Additionally,a binary logistic model was used to estimate the probability of these links in relation to variables relevant for achieving a LI.Finally,Spearman non-parametric correlation was used to identify eventual differences in the strength of relationships between key variables per farm type.Three different types of male-headed farms are identified:type 1(the most productive and diversified farms with larger size),type 2(middle-sized farms with strong focus on cash crops),and type 3(small-sized farms with a good level of diversification for self-consumption).The artificially created type 4 represents female-headed farms with the smallest size.On average,none of these farm types achieves a LI.However,type 1 shows the smallest LI gap,while type 4 is by far the worst.Our analyses reveal underlying socio-economic factors systematically disadvantaging female-headed cocoa farms,most notably limited access to land and other material assets.The key contribution of this study lies in the empirical identification of the different characteristics of farms in a given farming system,thereby identifying the need for targeted support interventions.Type-specific recommendations are made,showing pathways to provide tailored programs to farmers of different types in order to reduce their LI gaps. 展开更多
关键词 Living income farm type Cocoa farmers Cash crops
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