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基于空间映射区分度提升和Bi-LSTM的PLF
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作者 陈建平 周明 +1 位作者 许锋 魏业文 《计算机仿真》 2025年第1期47-51,120,共6页
提出了基于多颜色空间高维映射和Bi-LSTM深度网络相结合的电力负荷预测方法。将图像处理中经典的多颜色空间模型将原始的电力负荷数据映射至高维空间,提升电力负荷数据的空间可分离性,同时对高维数据应用主元分析方法进行降维,确保预测... 提出了基于多颜色空间高维映射和Bi-LSTM深度网络相结合的电力负荷预测方法。将图像处理中经典的多颜色空间模型将原始的电力负荷数据映射至高维空间,提升电力负荷数据的空间可分离性,同时对高维数据应用主元分析方法进行降维,确保预测精度的前提下,提升算法的运行效率,应用Bi-LSTM深度网络实现对电力负荷的预测。实验结果表明,基于改进的多颜色空间模型和主元分析方法实现的高维空间映射方法可有效的提升电力负荷数据的空间可分离性,提升了电力负荷预测的精度。 展开更多
关键词 电力负荷预测 多颜色空间模型 空间映射区分度
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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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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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Interpretative Challenges of the 'Missing Perilymph' Sign in PLF Diagnosis——A Letter To The Editor
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作者 Jamil Ammara 《Journal of Otology》 2025年第4期281-281,共1页
Dear Editor,I am responding to Zou and Li's,The missing perilymph sign on MRI indicates a perilymphatic fistula:A case report Zou J,Li H.Journal of Otology,2025, 20(1):1-4.https://doi.org/10.26599/JOTO.2025.954000... Dear Editor,I am responding to Zou and Li's,The missing perilymph sign on MRI indicates a perilymphatic fistula:A case report Zou J,Li H.Journal of Otology,2025, 20(1):1-4.https://doi.org/10.26599/JOTO.2025.9540001 proposing the"missing perilymph"sign on MRI as a novel radiological indicator of perilymphatic fistula(PLF).This study adds to the growing body of work seeking objective,non-invasive diagnostic methods for PLF,a condition that has long eluded definitive radiological confirmation.The avoidance of gadolinium contrast in the imaging technique is an additional strength,given increasing awareness of gadoliniumassociated risks (Starekova et al.,2024). 展开更多
关键词 perilymphatic fistula avoidance gadol perilymphatic fistula plf gadolinium contrast missing perilymph sign MRI diagnostic method
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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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GGE analysis and stability of traits in tomato cultivars grown under organic farming conditions: A two-year study
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作者 Pasquale Tripodi Salvador Soler +7 位作者 Gabriele Campanelli María RFigàs Cristina Casanova Elena Soler Sara Sestili Aldo Bertone Teodoro Cardi Jaime Prohens 《Horticultural Plant Journal》 2025年第2期721-736,共16页
The increasing conversion of agricultural land to organic farming requires the development of specifically adapted cultivars.So far,in tomato there is lack of research for selection of germplasm suitable for sustainab... The increasing conversion of agricultural land to organic farming requires the development of specifically adapted cultivars.So far,in tomato there is lack of research for selection of germplasm suitable for sustainable agroecosystems.In this study,we investigated the genotypic and environmental factors affecting the variation of plant,fruits,and root traits in 39 tomato genotypes grown under organic farming conditions.Four independent experiments were conducted in Italy and Spain across two consecutive seasons in 2019 and 2020.For all traits,the factorial linear regression model to estimate the main effects of genotype(G),location(L),year of cultivation(Y)and their interactions,revealed highly significant(P<0.001)variations,with the G factor being largely predominant for most traits.The implementation of the“which-won-where”,“mean performance versus stability”and“discriminative vs representativeness”patterns in the GGE(Genotype plus Genotype by Environment interaction)analysis,allowed the identification of superior cultivars with high stability across the testing environments.Genomic characterization with 30890 high quality SNPs from dd RADseq genotyping analysis,revealed that a specific cluster of cherry tomato accessions were low performing in terms of yield and fruit weight,on the contrary,showed a high content of soluble solids,which in agreement with GGE analysis.Results of this study provide a framework for the potential use of this locally adapted tomato germplasm to address the needs of more sustainable agriculture. 展开更多
关键词 Genotype by environment TOMATO Organic farming Field trials BREEDING
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Mapping and modelling impacts of tobacco farming on local higher plant diversity:A case study in Yunnan Province,China
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作者 Jiacheng Shao Qingyu Zhang Jinnan Wang 《Geography and Sustainability》 2025年第1期185-196,共12页
The rapid expansion of tobacco farming poses a significant threat to biodiversity in Yunnan Province,China,a region known for its rich biodiversity.This study aims to understand the trade-offs between tobacco farming ... The rapid expansion of tobacco farming poses a significant threat to biodiversity in Yunnan Province,China,a region known for its rich biodiversity.This study aims to understand the trade-offs between tobacco farming and higher plant species diversity,and to identify priority counties for conservation.We employed an integrated approach combining species distribution modeling,GIS overlay analysis,and empirical spatial regression to em pirically assess the impact of tobacco farming intensity on biodiversity risk.Our findings reveal a compelling negative spatial correlation between tobacco farming expansion and higher plant species diversity.Specifically,southern counties in Wenshan and Honghe prefectures are major priority areas of conservation that exhibit signif icant spatial correlations between biodiversity risks and high tobacco farming intensity.Quantitatively,at county level,a 1%increase in tobacco farming area corresponds to a 0.094%decrease in endemic higher plant species richness across the entire province.These results underscore the need for targeted and region-specific regulations to mitigate biodiversity loss and promote sustainable development in Yunnan Province.The integrated approach used in this study provides a comprehensive assessment of the tobacco-biodiversity trade-offs,offering actionable insights for policymaking. 展开更多
关键词 BIODIVERSITY Tobacco farming Maximum entropy Spatial autoregressive model Trade-offs
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Balancing Tradition and Innovation:Ecological Impacts of Intensive Farming on Soil Health in Telangana,India
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作者 Srinivas Katherasala Ram Shepherd Bheenaveni +3 位作者 Parandamulu Chinthakindi Thirupathi Deekonda Rohini Bolledla Satheesh Kaitha 《Journal of Environmental & Earth Sciences》 2025年第7期118-129,共12页
Intensive farming practices,aimed at maximizing crop yields through substantial inputs of labour,technology,and chemical fertilizers,have significantly transformed modern agriculture.However,these methods have raised ... Intensive farming practices,aimed at maximizing crop yields through substantial inputs of labour,technology,and chemical fertilizers,have significantly transformed modern agriculture.However,these methods have raised serious concerns regarding soil health,environmental sustainability,and long-term agricultural viability.This study examines the ecological impact of intensive farming on soil health in the KB Asifabad District of Telangana,India,where traditional and modern farming techniques coexist.The objectives include analysing socio-economic factors influencing farming methods,evaluating the impact of tilling techniques and fertilizer use on soil health,and promoting sustainable practices through education and policy recommendations.Findings reveal a strong reliance on chemical fertilizers,with 98.3% of farmers using them exclusively due to their perceived efficiency and rapid results.However,this overdependence has led to soil degradation,reduced microbial diversity,and environmental pollution.Conversely,despite its ecological benefits,natural manure remains underutilized due to scepticism and economic constraints.Mechanical tilling methods,while effective,have negatively impacted soil structure and fertility.The study highlights the necessity of transitioning to sustainable practices,integrating organic inputs,and adopting conservation techniques to restore soil health and ecosystem balance.This research provides practical pathways for achieving sustainable agriculture by integrating traditional knowledge with modern practices.It is particularly relevant for policymakers,agricultural extension services,and farming communities as it highlights the need for educational initiatives,financial incentives,and regulatory measures to ensure long-term soil fertility,environmental stewardship,and improved farmer livelihoods. 展开更多
关键词 Intensive farming Soil Health Sustainable Agriculture Chemical Fertilizers Natural Manure
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Reply to:Interpretative Challenges of the'Missing Perilymph'Sign in PLF Diagnosis——A Thoughtful Discussion
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作者 Jing Zou 《Journal of Otology》 2025年第4期282-282,共1页
Dear Editor,I am writing in response to Jamil's letter,"Interpretative Challenges of the Missing Perilymph'Sign in PLF Diagnosis."I concur with the author's emphasis on the necessity for cautious... Dear Editor,I am writing in response to Jamil's letter,"Interpretative Challenges of the Missing Perilymph'Sign in PLF Diagnosis."I concur with the author's emphasis on the necessity for cautious interpretation of low-signal areas as evidence of active perilymph leakage,requiring correlation with clinical findings,surgical confirmation,and longitudinal imaging changes. 展开更多
关键词 interpretative challenges plf diagnosis perilymph leakagerequiring missing perilymph sign clinical findingssurgical clinical findings longitudinal imaging changes cautious interpretation
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Scenario analysis of the environmental impacts of breeding structure change from the perspective of farming and breeding balance in Northeast China
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作者 Zhe Zhao Sijian Jiang Xuanchang Zhang 《Chinese Journal of Population,Resources and Environment》 2025年第1期132-142,共11页
This study uses prefecture-level city statistical data from China from 2000-2022 to measure the supply and demand of livestock manure nitrogen nutrients and calculates farmland livestock carrying capacity using the ni... This study uses prefecture-level city statistical data from China from 2000-2022 to measure the supply and demand of livestock manure nitrogen nutrients and calculates farmland livestock carrying capacity using the nitrogen nutrient balance method.We investigate nitrogen supply and demand and livestock carrying capacity in northeast China by comparing emissions from 2000-2022 over the past several decades.The poultry and livestock industry in northeast China has changed significantly over the past two decades:pigs are now the most bred animal and poultry production has increased dramatically.Regional livestock nitrogen emissions are influenced primarily by the size of the local livestock industry chain.Due to regional differences,each region has unique breeding structures.We also predict the anticipated situation in 2050 using the business-as usual scenario.High-risk livestock carrying capacity areas will be concentrated in the northeast and southeast regions,with significantly increased risk indices,compared with those of 2022,particularly in Shenyang,Fushun,and Tieling.Therefore,promoting farming and breeding,improving livestock manure utilization,and returning manure to nearby farmlands are crucial for meeting agricultural green development goals. 展开更多
关键词 Breeding structure change farming and breeding balance Agricultural green development Northeast China
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Social-ecological indicators and framework for assessing the sustainability of shrimp farming in coastal Bangladesh
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作者 Kazi Atiah TAIYEBI Natalie Ann Cooper WELDEN Md Sarwar HOSSAIN 《Regional Sustainability》 2025年第5期39-56,共18页
Shrimp farming is a major global aquaculture activity;however,its social and ecological impacts raise sustainability concerns.While previous research has focused on isolated social or environmental aspects of sustaina... Shrimp farming is a major global aquaculture activity;however,its social and ecological impacts raise sustainability concerns.While previous research has focused on isolated social or environmental aspects of sustainability in shrimp farming,integrated assessments of these factors using a social-ecological systems(SES)approach are rare.A framework for assessing the sustainability of shrimp farming-comprising a set of social and ecological indicators-is developed and conceptualized in this study for the first time,using an integrated,interdisciplinary,and empirical SES approach.We first identified key social and ecological indicators and developed a conceptual framework based on SES approach,then surveyed 90 shrimp farms across 3 coastal regions(including Satkhira,Bagerhat,and Cox’s Bazar districts)in Bangladesh.Nearly all farmers in Satkhira(97%)and all in Bagerhat(100%)expressed dissatisfaction with the decreasing pattern of shrimp production and profitability over the last decade.In contrast,nearly all respondents in Cox’s Bazar(97%)reported satisfaction with increasing shrimp production.Except in Cox’s Bazar,equity in labor payment remained a concern for the social sustainability of the shrimp farming system.The changing pattern of shrimp production and profitability,which does not ensure equity,poses a threat to the sustainability of shrimp farming.Most of the surveyed farmers recognized the mutual benefits of mangrove forests and shrimp farming(97%in Satkhira and 77%in Cox’s Bazar),which suggests potential for the development of policy on integrated mangrove-shrimp farming with community-based management.This research could help assess the sustainability of the shrimp farming system and contribute to achieving Sustainable Development Goals 2(zero hunger)and 8(decent work and economic growth).By examining existing practices and developing a novel framework,this study highlights informed decision-making and guides methodological discussion on assessing the sustainability of shrimp farming using the SES approach in coastal regions and different aquaculture systems worldwide. 展开更多
关键词 Shrimp farming Social-ecological systems(SES) SUSTAINABILITY Sustainable Development Goals(SDGs) Coastal Bangladesh
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Land use/land cover changes after the decline of mountain chalet farming in the Krkono?e and Hruby Jeseník Mountains, Czechia, since the mid-20th century
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作者 HEJDA Tomás KUPKOVA Lucie BOUDNY Zdeněk 《Journal of Mountain Science》 2025年第4期1119-1150,共32页
Chalet farming,as a specific type of agricultural landscape management,has been established in many European mountain ranges,including the Krkono?e Mountains and the Hruby Jeseník Mountains in Czechia.During the ... Chalet farming,as a specific type of agricultural landscape management,has been established in many European mountain ranges,including the Krkono?e Mountains and the Hruby Jeseník Mountains in Czechia.During the operation of such farming from 16/17th century till 1945,many changes in land use/land cover and landscape at all occurred,which are generally evaluated positively.Turbulent events including political,economic and social changes and the displacement of the German-speaking population associated with them in the mid-20th century rapidly ended this development,causing significant landscape changes,such as the abandonment of agricultural land and succession,afforestation,expansion of the alpine tree line,reduction of diversity.The aim of our study is to evaluate changes of land cover(forests,dwarf pine,grasslands,other areas)from 1936/1946 till 2021,secondary succession and driving forces of change for selected meadow enclaves in the Krkonose Mountains and the Hruby Jeseník Mountains after the decline of mountain chalet farming since the middle of 20th century.We used remote sensing methods(aerial imagery)and field research(dendrochronology and comparative photography)to detect the land use/land cover changes in the selected study areas in the Krkono?e Mountains and the Hruby Jeseník Mountains.We documented the process of the succession,which occurred almost immediately after the end of farming,peaking about 10–20 years later,with an earlier start in the Hruby Jeseník Mountains.The succession led to the significant change of land use/land cover and these processes were similar in both mountain ranges.The largest changes were a decrease in grasslands by 62%–64%and an increase in forest area by 33%–40%for both study areas.The abandonment of land is the main consequence of a crucial political driving forces(displacement of German-speaking population)in the Krkono?e Mountains and the Hruby Jeseník Mountains. 展开更多
关键词 Chalet farming Land use/land cover change Alpine treeline SUCCESSION Krkonoše Mountains HrubýJeseník Mountains
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Smart Farming for Sustainable Rice Production:An Insight into Application,Challenge,and Future Prospect 被引量:1
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作者 Norhashila HASHIM Maimunah Mohd ALI +4 位作者 Muhammad Razif MAHADI Ahmad Fikri ABDULLAH Aimrun WAYAYOK Muhamad Saufi Mohd KASSIM Askiah JAMALUDDIN 《Rice science》 SCIE CSCD 2024年第1期47-61,共15页
Rice has a huge impact on socio-economic growth,and ensuring its sustainability and optimal utilization is vital.This review provides an insight into the role of smart farming in enhancing rice productivity.The applic... Rice has a huge impact on socio-economic growth,and ensuring its sustainability and optimal utilization is vital.This review provides an insight into the role of smart farming in enhancing rice productivity.The applications of smart farming in rice production including yield estimation,smart irrigation systems,monitoring disease and growth,and predicting rice quality and classifications are highlighted.The challenges of smart farming in sustainable rice production to enhance the understanding of researchers,policymakers,and stakeholders are discussed.Numerous efforts have been exerted to combat the issues in rice production in order to promote rice sector development.The effective implementation of smart farming in rice production has been facilitated by various technical advancements,particularly the integration of the Internet of Things and artificial intelligence.The future prospects of smart farming in transforming existing rice production practices are also elucidated.Through the utilization of smart farming,the rice industry can attain sustainable and resilient production systems that could mitigate environmental impact and safeguard food security.Thus,the rice industry holds a bright future in transforming current rice production practices into a new outlook in rice smart farming development. 展开更多
关键词 rice production smart farming food security agriculture sustainability
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Technical efficiency of cocoa farms at varying elevation levels in Davao City, Philippines: implications to sustainable upland farming systems 被引量:1
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作者 Francis Levi A.DURANO Jon Marx SARMIENTO +1 位作者 Larry N.DIGAL Pedro A.ALVIOLA IV 《Journal of Mountain Science》 SCIE CSCD 2024年第1期33-48,共16页
Elevation is one of many components that influence agriculture, and this in turn affects the level of both inputs and outputs of farmers. This article focuses on the productivity and technical efficiency of 100 cocoa ... Elevation is one of many components that influence agriculture, and this in turn affects the level of both inputs and outputs of farmers. This article focuses on the productivity and technical efficiency of 100 cocoa farms using cross-sectional data from areas ranging from 190 to 1021 m above sea level which were classified as low, medium, and high elevation in Davao City, considered as the chocolate capital of the Philippines. Using stochastic frontier analysis, the results showed that the cost of inputs per ha and the number of cocoa trees per ha significantly increase yield. Farms at high elevations were less technically efficient, as this entails lower temperatures and increased rainfall, and cocoa farming in those areas and conditions can be more challenging, especially with changes in farming practices, terrain, and distance to markets. Other significant variables were age of cocoa farms, married farmers, and age of the farmers. Older farms may be more developed, farmers who are married benefit from their spouses being able to readily contribute as farm labor, and lastly, older farmers' inefficiency may likely stem from nonadaptation of newer farming practices. With an average technical efficiency of 0.61, 0.63, and 0.26 in low, medium, and high elevation areas, respectively, farmers therefore have an incentive to improve farm practices and consider topographical variations found in high elevation areas. Recommendations for the improvement of technical efficiency of cocoa farms are better connectivity to markets, enhancing farm practices, and continuation and improvement of government programs on cocoa with an added emphasis on research. For farmers in high elevation areas, mitigating solutions such as sustainable agriculture practices and ecolabelling are key to improving efficiency and minimizing the potential negative impact on upland farming systems. Moreover, such adaptation measures may also contribute to sustainability of cocoa farming in high elevation areas. 展开更多
关键词 Cocoa farms Cobb-Douglas production function ELEVATION Philippines Stochastic frontier analysis Technical efficiency
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基于精细化叠加尾流模型的海上风电场微观选址 被引量:1
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作者 黄玲玲 陈昊 刘阳 《太阳能学报》 北大核心 2025年第4期477-484,共8页
针对传统的解析尾流叠加模型难以准确反映多台风电机组尾流影响下的风速损耗,而高精度CFD仿真计算时间过长,不适用于风电场机组微观选址优化的问题,基于质量守恒和动量守恒定律推导一种改进尾流叠加模型,并通过与FAST.Farm仿真结果的对... 针对传统的解析尾流叠加模型难以准确反映多台风电机组尾流影响下的风速损耗,而高精度CFD仿真计算时间过长,不适用于风电场机组微观选址优化的问题,基于质量守恒和动量守恒定律推导一种改进尾流叠加模型,并通过与FAST.Farm仿真结果的对比,论证所提改进叠加模型的精确性和快速性。构建一个以全寿命周期成本为目标函数的微观选址模型,并通过自适应被囊群算法求解该模型。通过海上风电场风电机组选址算例结果论证所提算法的有效性和优越性。 展开更多
关键词 海上风电场 尾流 微观选址 FAST.Farm仿真 被囊群算法
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Contour Farming Suitability of the Black Soil Region in Northeast China and Its Spatial Characteristics
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作者 LI Yong ZHENG Shufeng +4 位作者 LIU Huanjun LUO Chong MENG Linghua WANG Yue WANG Liping 《Chinese Geographical Science》 SCIE CSCD 2024年第6期1119-1133,共15页
Contour farming technology plays a key role in reducing soil erosion,enhancing water use efficiency,and fostering sustain-able agricultural development,Despite being a straightforward yet efficacious farming technique... Contour farming technology plays a key role in reducing soil erosion,enhancing water use efficiency,and fostering sustain-able agricultural development,Despite being a straightforward yet efficacious farming technique,it has not seen widespread implement-ation in China.Considering the deteriorating quality of arable lands in the Black Soil Region of Northeast China(BSR-NEC),it is ne-cessary to investigate spatial patterns and identify suitable areas for contour farming in this region.To achieve this objective,spatial autocorrelation and grouping analysis methods were employed to classify the land into four categories of suitability for contour farming:highly suitable,moderately suitable,generally suitable,and unsuitable.The results reveal that:1)the contour farming suitable area in BSR-NEC covers 89861.32 km^(2),accounting for 21.59%of arable land as of 2020.Heilongjiang Province owns the largest suitable area of 32853.68 km^(2),and Inner Mongolia has the highest proportion of 28.89%.2)In terms of the spatial distribution,regions with higher suitability for contour farming are concentrated in the Da Hinggan Mountains region,particularly Nenjiang City(Heilongjiang Province),which has the highest area of 2593.07 km^(2).Areas with a high proportion of suitable arable lands for contour farming are mainly found in the Da Hinggan Mountains and Changbai Mountains regions,with Ergun City(Inner Mongolia)having the highest pro-portion at 47.2%.Regions with higher suitability and proportion are concentrated in the Da Hinggan Mountains region,primarily cover-ing the Inner Mongolia and Heilongjiang.3)Regarding spatial clustering,both the area and proportion of suitable contour farming areas exhibit noticeable clustering effects,though not entirely consistent.4)Group analysis results designate 148 counties in BSR-NEC as highly suitable areas,predominantly located in the Changbai Mountains region,Liaodong Peninsula,Hulun Buir Plateau,and the north and south regions of the Da Hinggan Mountains.The zoning of suitable areas for contour farming in BSR-NEC informs the strategic de-velopment of policies and measures,allowing for the implementation of targeted policies in distinct areas suitable for contour farming.This provides a valuable reference for promoting contour farming technology more effectively and efficiently.re effectively and effi-ciently. 展开更多
关键词 contour farming spatial heterogeneity zoning policy spatial autocorrelation Black Soil Region of Northeast China(BSR-NEC)
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农场道路图层构建和农机转移路径规划方法与试验 被引量:3
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作者 高锐涛 资乐 +5 位作者 胡炼 何杰 汪沛 黄培奎 谢佳生 刘善琪 《华南农业大学学报》 北大核心 2025年第2期256-264,共9页
【目的】针对农场内农机转移依赖人工驾驶或人工打点及规划耗时费力且不满足无人化应用需求等问题,提出一种无人农场农机转移路径规划方法。【方法】利用ArcGIS构建农场道路图层和路网,进行仿真试验;开发基于图论的Dijkstra双向搜索的... 【目的】针对农场内农机转移依赖人工驾驶或人工打点及规划耗时费力且不满足无人化应用需求等问题,提出一种无人农场农机转移路径规划方法。【方法】利用ArcGIS构建农场道路图层和路网,进行仿真试验;开发基于图论的Dijkstra双向搜索的转移路径规划算法,利用Python进行单、双向搜索仿真;搭建基于web平台的转移路径规划系统。【结果】在路网的仿真中,农机在0.7 m/s的速度下从机库到田块、田块到田块、田块到机库的行驶距离分别为241.57、74.46和75.66 m,对应时间分别为345.10、106.37和108.09 s。Dijkstra算法的单、双向搜索用时分别为0.632和0.216 s,在运算效率上双向搜索较单向搜索提升了65.82%。基于web平台的转移路径规划系统的农机以0.7 m/s的速度从机库到田块、田块到田块和田块到机库进行了实车道路试验,路径与农机实际路径采样点的算术平均值差值绝对值小于0.1 m,可以满足无人农场农机的转移要求。相对于人工打点,转移路径规划系统的路径规划效率更高。【结论】构建的农场道路图层、路网和转移路径规划系统,满足无人农场农机的道路转移需求。研究结果可为无人农场的农机转移路径提供技术支持。 展开更多
关键词 无人农场 农场道路图层 路网 转移路径规划系统
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“伏羲农场”:智慧农业技术集成创新的实践探索与思考 被引量:9
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作者 张玉成 张晓博 +7 位作者 高树琴 郑聪聪 张景尧 文亚 李禄军 王卓 李铁 赵洪龙 《中国科学院院刊》 北大核心 2025年第2期301-309,共9页
将人工智能技术深度融入农业生产实践,是提高农业生产效率、保障国家粮食安全的有效途径,也是给农业生产插上科技翅膀的重要举措。为了实现人工智能技术和产品落地应用,并形成智慧农业生产体系,最有效的方式是在不同类型农业生态区建立... 将人工智能技术深度融入农业生产实践,是提高农业生产效率、保障国家粮食安全的有效途径,也是给农业生产插上科技翅膀的重要举措。为了实现人工智能技术和产品落地应用,并形成智慧农业生产体系,最有效的方式是在不同类型农业生态区建立具有一定种植规模的智慧农场示范样板,形成成套的技术体系和可复制的推广范式,这也是检验并优化人工智能赋能农业生产效果的最高效的方式。文章分析了发达国家典型智慧农场的建设经验,以及我国智慧农场发展的现状,着重探讨了我国“伏羲农场”智慧农业生产体系构建的内容、实施路径和应用实践;最后,对进一步高质量构建以“伏羲农场”为代表的我国特色智慧农场生产体系提出建议。 展开更多
关键词 人工智能 智慧农场 大模型 大数据 新农人
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