Relevant bibliographies by topics / Trained farmers

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Trained farmers'

Author: Grafiati
Published: 3 June 2025
Last updated: 31 July 2025

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Journal articles on the topic "Trained farmers"

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Rahman, Md. Sazzadur, Kh. Zulfikar Hossain, Md. Sekender Ali, and Fauzia Afroz. "Effectiveness of Training Programme on Mushroom Cultivation." International Journal of Science and Business 1, no. 3 (2017): 88–102. https://doi.org/10.5281/zenodo.1002079.

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Effectiveness is one of the key parameters to assess success of any programs. However, the effectiveness of training programme on mushroom cultivation was not well addressed. The purposes of this study were to investigate the effectiveness of training programme on mushroom cultivation and to explore the relationships of each of the selected characteristics of the trained mushroom farmers with their effectiveness of training programme. Data were collected from the trained mushroom farmers of selected eight villages of three upazilas of Comilla district of Bangladesh during 01 to 16 March, 2016.
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Rahman, Mirza Ataur, Md Golam Rabbane, Benoy Kumar Barman, and Md Ghulam Mustafa. "Impacts of training and aquaculture extension on livelihoods of rural fish farmers in different regions of Bangladesh." Dhaka University Journal of Biological Sciences 24, no. 1 (2015): 35–41. http://dx.doi.org/10.3329/dujbs.v24i1.46306.

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This study was carried out to assess the impacts of aquaculture technologies training and extension adoption on the fish production and improvement of livelihoods of fish farmers. The research was conducted at five different areas of Bangladesh with 240 farmers. Of them half of the farmers were trained and the rest were non‐trained farmers. Among the trained farmers 86 were men and 34 were women. The mean fish production of the trained farmers (7.8 ± 2.2 kg/dec) was significantly higher (p < 0.01) fish production than that of the non‐trained farmers in the monitoring year (4.9 ± 1.7 kg/dec)
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Henny Helmi and Eni Karsiningsih. "Pendampingan Petani Gaharu melalui Program Diversifikasi Produk Gaharu sebagai Usaha Peningkatan Pendapatan Petani Gaharu di Kabupaten Bangka Tengah." Engagement : Jurnal Pengabdian Kepada Masyarakat 2, no. 1 (2018): 37–50. http://dx.doi.org/10.29062/engagement.v2i1.22.

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 Agarwood is a kind of fragrant wood which used as raw material in parfume industry, cosmetics, and medicine. Agarwood was formed by infected of fungy to several species from plant of genus Acquillaria. Farmer groups (Gapoktan Alam Jaya Lestari and Poktan Air Pasir Maju) are partners involved in this program. Both of these farmers groups had problems in availability of inoculant and the expensive price of inoculant. Besides, group farmers havenot known well of inoculatuion techniques. This program was conducted by Participation Action Researh (PAR). Fungi inoculant p
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M, YAMINI. "Deep Learning-Based Agricultural Chatbot with Multi-Language Support for Small Farmers." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 09, no. 04 (2025): 1–9. https://doi.org/10.55041/ijsrem44877.

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Agriculture is an important sector and small-scale farmers typically lack timely and accurate information to increase their productivity. This project presents a Deep Learning Based Agricultural Chatbot with Multi Language Support to assist the small farmers in real time agriculture practice guidance, pest control, weather updates, soil dedication. Deep learning techniques including Natural Language Processing (NLP) models are used by the chatbot to understand and answer to the farmer queries accurately. This chatbot is multilingual, and the farmer can converse with it in any language, and it
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Islam, M. S., M. N. Islam, H. Khatun, S. Faruque, M. A. Afroz, and M. A. Alam. "Effect of Family Training on Profitability of Small-Scale Broiler Farming in Joypurhat District." Agriculturists 12, no. 2 (2015): 137–41. http://dx.doi.org/10.3329/agric.v12i2.21742.

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This study was conducted to compare the productivity and profitability of trained and non-trained small-scale broiler farmers in the Joypurhat district of Bangladesh. A total number of sixty farmers were trained on the “modern techniques for profitable and sustainable broiler farming”. The study showed that the mortality of broiler was 2.90±0.89 percent and 11.30±2.29 percent for trained and non-trained farmers, respectively (P<0.001). Feed conversion ratio (FCR) was 1.65±0.08 and 1.75±0.10 for trained and non-trained farmers, respectively (P<0.01). The net profit was 18.60±2.77 and 8.74
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Holm, Rochelle H., and Alice Ngulube Magombo. "Between water stewardship and independent global water certification: learning from smallholder rice farmers, Karonga, Malawi." Waterlines 40, no. 1 (2021): 61–72. http://dx.doi.org/10.3362/1756-3488.20-00006.

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Cooperation and locally driven water management are at the forefront of food production water management for smallholder farmers in low-income countries. The aim of this paper was to critically reflect on the experiences of 5,819 smallholder rice farmers in Karonga District, Malawi, who were members of a farmers’ organization that achieved improved water stewardship, but could not achieve Alliance for Water Stewardship certification within a three-year project. The data for this paper were obtained through farmer and stakeholder interviews. The partnership attempted to bring together four part
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Reetsch, Kapp, Feger, Schwärzel, and Dornack. "Transforming Degraded Smallholder Farmland into Multi-Functional Land Use Systems: A Case Study From Tanzania." Proceedings 30, no. 1 (2019): 16. http://dx.doi.org/10.3390/proceedings2019030016.

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In our research, we have studied smallholder farmers in degraded farming systems in Northwest Tanzania and have compared them with farm households who were trained in sustainable land management by a local Farmer Field School. Both groups of farmers were affected by severe environmental degradation and poor soil fertility, but trained farmers have transformed degraded farmland into fertile, multi-functional land use systems. In this presentation, we discuss the successes and failures of both groups of farmers and draw conclusions towards restoring degraded land use systems. Farmers without tra
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Ghosh, S., A. Baidya, B. D. Ghosh, et al. "Socioeconomic study of traditional fish farmers and trained farmers in the Indian Sundarbans ecosystem." Aquatic Ecosystem Health & Management 25, no. 3 (2022): 63–72. http://dx.doi.org/10.14321/aehm.025.03.63.

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Abstract The Sundarbans, major marshy land, and brackish water ecosystem of the West Bengal were inhabited by many species of fishes which were the main dependants of the people living there. The present investigation was conducted using a questionnaire survey, participatory rural appraisal, key informant interviews, and focus group discussion and to assess the present state of production of major cultivable species of Sundarbans like mullet, shrimp, tilapia, mud-crabs, giant prawn and Asian seabass. A socioeconomic and technical survey of 45 trained and 45 traditional practitioners of aquacul
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Wiyanto, Wiyanto, and Nunung Kusnadi. "FAKTOR-FAKTOR YANG MEMPENGARUHI KUALITAS KARET PERKEBUNAN RAKYAT (Kasus Perkebunan Rakyat di Kecamatan Tulang Bawang Tengah Kabupaten Tulang Bawang, Lampung)." Jurnal Agribisnis Indonesia 1, no. 1 (2013): 39. http://dx.doi.org/10.29244/jai.2013.1.1.39-58.

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<em>This research compared rubber quality between smallholder rubber farmers in rubber development program village and non-program village. The objectives of the research were to identify cause of low-quality rubber, identify farmer’s efforts to increase rubber quality, to describe and to test relationship between socioeconomic characteristics of the farmers, technical factors, and rubber quality among them, and to analyze farmer benefit after use of rubber quality technology. Data for the research were generated from 64 respondents randomly from three villages. Descriptive statistics, q
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Matatula, Michel Johan, and Rini Sarfan. "PENDAMPINGAN TEKNIK ANALISIS PENDAPATAN USAHA TERNAK BABI DI DESA SULI KECAMATAN SALAHUTU KABUPATEN MALUKU TENGAH." MAANU: Jurnal Pengabdian Kepada Masyarakat 2, no. 1 (2024): 20–26. http://dx.doi.org/10.30598/maanuv2i1p20-26.

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The potential for developing a pig farming business is largely determined by the increase in the farmer's income, so calculating production costs and the income received by the farmer is important to determine the economic feasibility of the business. The pig farming business in Suli Village has been developed intensively by farmers in the hope that the results of their production will further increase their family income. The problem faced by pig farmers in Suli Village related to income is the difficulty in determining the basic price of pigs to be sold because they do not have records of ex
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Dissertations / Theses on the topic "Trained farmers"

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Fall, Fatou. "Shocks, pro-sociality, and information : Three essays on agricultural development and farmers' behavior in Sub-Saharan Africa." Electronic Thesis or Diss., Université Paris sciences et lettres, 2024. http://www.theses.fr/2024UPSLD032.

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Cette thèse vise à apporter des éclairages la manière dont des stratégies telles que l'utilisation des réseaux sociaux et l'amélioration de l'accès à l'information peuvent aider les ménages des milieu ruraux majoritairement composés de petits exploitants agricoles. En explorant la dynamique des interactions entre agriculteurs et le rôle de la diffusion de l'information ainsi que les stratégies d'adaptation face à des chocs, nous cherchons à identifier des approches efficaces pour promouvoir le développement agricole et rural en Afrique subsaharienne. Le premier chapitre examine si des modifica
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Landmann, Dirk Hauke. "Capacity development of small-scale farmers in developing countries: Analysis of preferences and the role of information and communication technologies." Doctoral thesis, 2018. http://hdl.handle.net/11858/00-1735-0000-002E-E505-2.

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Books on the topic "Trained farmers"

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Gurung, Min Bahadur. Beekeeping training for farmers in the Himalayas: Resource manual for trainers. International Centre for Integrated Mountain Development, 2012.

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FAO Sub-Regional Office for the Pacific Islands. Helping small farmers think about better growing and marketing: An introduction for trainers and specialists. FAO, Sub-Regional Office for the Pacific Islands, 2003.

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Verkerk, Robert Henry James. Farmers' friends: Recognition and conservation of natural enemies of vegetable pests : a field guide for extension staff and trainers in Zimbabwe. Department of Biology, Imperial College of Science,Technology & Medicine, 2001.

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Matey, Karin. My American horse family. Authorhouse, 2016.

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Amery, Heather. Dolly and the train. Usborne, 2004.

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Amery, Heather. Princesse sauve le train. Usborne, 2000.

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Barnes, Judith. Salthill. St. Martin's Press, 2002.

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Amery, Heather. Princesse sauve le train. Usborne, 2003.

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Amery, Heather. Bouclette arrête le train. Usborne, 2000.

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Moran, John, and Philip Chamberlain. Blueprints for Tropical Dairy Farming. CSIRO Publishing, 2017. http://dx.doi.org/10.1071/9781486306473.

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Blueprints for Tropical Dairy Farming provides insight into the logistics, infrastructure and management required for the development of small and large dairy farms in tropical developing countries. Farmers will learn how to improve the welfare, milk quality and productivity of their dairy herds. This book complements author John Moran’s five previous books on the principles of tropical dairy farming.
 The manual covers a wide range of topics related to ensuring the sustainability of dairy production systems in tropical developing countries, such as South and East Asia, Africa and Central
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Book chapters on the topic "Trained farmers"

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Yirzagla, Julius, Ibrahim K. D. Atokple, Mohammed Haruna, et al. "Impacts of Cowpea Innovation Platforms in Sustaining TL III Project Gains in Ghana." In Enhancing Smallholder Farmers' Access to Seed of Improved Legume Varieties Through Multi-stakeholder Platforms. Springer Singapore, 2021. http://dx.doi.org/10.1007/978-981-15-8014-7_12.

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AbstractOver the past decades, farm-level yields of cowpea have remained low (0.6–0.8 t/ha) compared to what is observed on research fields (1.8–2.5 t/ha). Lack of farmer access to quality seeds of improved varieties and inappropriate cultural practices are the major factors responsible for the low productivity of the crop. The use of Innovative Platforms (IPs) as a strategy to facilitate farmer access to quality seeds was, therefore, considered under the Tropical Legume (TL) III and USAID Cowpea Outscaling projects in Northern Ghana. The platform activities started in 2016 with a total member
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Miningou, Amos, Appolinaire S. Traoré, Essegbemon Akpo, et al. "An Analysis of Groundnut Innovation Platform Achievements in Brokering Improved Varieties to Communities in TL III Project in Burkina Faso." In Enhancing Smallholder Farmers' Access to Seed of Improved Legume Varieties Through Multi-stakeholder Platforms. Springer Singapore, 2021. http://dx.doi.org/10.1007/978-981-15-8014-7_3.

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AbstractAccess to seeds of improved groundnut varieties is the most critical problem of farmers in Burkina Faso. Firstly, majority do not know the existence of improved varieties and secondly the price is not affordable to them. Based on the above, the INERA groundnut breeders’ team established four innovation platforms on groundnut in the Region of Centre-East, Region of Centre-North, Region of Centre-West and Region de la Boucle of Mouhoun. Through these platforms, Quality Declared Seeds (QDS) were produced for the first time in Burkina Faso in 2016 with support from the Tropical Legumes pha
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Mabhaudhi, Tafadzwanashe, T. L. Dirwai, C. Taguta, E. K. Kanda, L. Nhamo, and O. Cofie. "A Systematic Review of Irrigation Development and Agricultural Water Management in Mali." In Enhancing Water and Food Security Through Improved Agricultural Water Productivity. Springer Nature Singapore, 2025. https://doi.org/10.1007/978-981-96-1848-4_14.

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Abstract Rain-fed and irrigated agriculture are key to economic growth, job creation, food security, and livelihoods across Africa. Agriculture in Mali is mainly rain-fed and thus vulnerable to the country’s fluctuating climate, which undermines crop production and productivity. The PRISMA protocol and SPIDER framework were used to systematically review Mali’s irrigation development and agricultural water management. Mali invested in irrigated agriculture across scales to decouple agriculture from unreliable rainfall, but the potential for expansion still exists. The Malian government also dev
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Black, Jasmine E., Chris Short, and Jenny Phelps. "Water with Integrated Local Delivery (WILD) for Transformative Change in Socio-Ecological Management." In Fostering Transformative Change for Sustainability in the Context of Socio-Ecological Production Landscapes and Seascapes (SEPLS). Springer Singapore, 2021. http://dx.doi.org/10.1007/978-981-33-6761-6_9.

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AbstractAn innovative approach towards transformative change through multi-stakeholder participation for socio-ecological practices—Integrated Local Delivery (ILD)—has been used to restore the water quality and biodiversity across a catchment in the Cotswolds, South West England. This was triggered by the need to improve the Ecological Status of water as a part of the European Union’s Water Framework Directive. On a landscape scale of roughly 25,000 hectares, multi-stakeholders collaborated through a bottom-up approach to carry out environmental restoration of the catchment.Over 3 years, an it
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Joseph, Batieno Benoit, Poda Saadon Leandre, Barry Silamana, et al. "Cowpea Innovation Platform Interventions and Achievements in TL III Project in Burkina Faso." In Enhancing Smallholder Farmers' Access to Seed of Improved Legume Varieties Through Multi-stakeholder Platforms. Springer Singapore, 2021. http://dx.doi.org/10.1007/978-981-15-8014-7_11.

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AbstractIn June 2015, four multi-stakeholder platforms (Sanguie, Zondoma, Soum, and Association Yiye) were established in different regions of Burkina Faso to promote agricultural activities. By 2018, more than 200 farmers had already been trained on different aspects of the cowpea value chain including grain production, storage, and food processing skills. The platforms played a key role in the dissemination of new cowpea varieties through demonstrations, field days, the mass media, and social media. About 160 demonstrations were established by the members of the platforms every year from 201
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Yirenya-Tawiah, Dzidzo, Ted Annang, Benjamin Dankyira Ofori, et al. "Urban Waste as a Resource: The Case of the Utilisation of Organic Waste to Improve Agriculture Productivity Project in Accra, Ghana." In Organic Waste Composting through Nexus Thinking. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-36283-6_6.

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AbstractPoor municipal solid waste management continues to be a daunting issue for municipal authorities in Ghana. Major cities generate 2000 tonnes of mixed municipal waste per day, of which about 80% is collected and disposed of at open dump sites and/or at the limited number of landfills available. About 60% of this waste is organic. The Utilization of Organic Waste to Improve Agricultural Productivity (UOWIAP) project sought to co-create knowledge through a private-public engagement for the development of organic waste value chain opportunities to sustainably manage municipal organic waste
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Misra, Manjit K., Adelaide Harries, and Malavika Dadlani. "Role of Seed Certification in Quality Assurance." In Seed Science and Technology. Springer Nature Singapore, 2023. http://dx.doi.org/10.1007/978-981-19-5888-5_12.

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AbstractHigh-quality seed is a “sine qua non” condition to achieve maximum crop productivity and good returns. The national seed sector, composed of the public and private players, plays a key role in making available high-quality seed in sufficient quantity by following its regulatory framework and adhering to the quality standards stipulated in it. The seed laws of different countries operate on the basic philosophy of encouraging breeding and variety development to meet the demand for quality seeds of many superior varieties of different crops suitable for various agro-ecologies and discour
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Sako, Dramane, Mamary Traoré, Folocoum Doumbia, Fodé Diallo, Moussa Fané, and Issoufou Kapran. "Kolokani Groundnut Innovation Platform Activities and Achievements Through TL III Project in Mali." In Enhancing Smallholder Farmers' Access to Seed of Improved Legume Varieties Through Multi-stakeholder Platforms. Springer Singapore, 2021. http://dx.doi.org/10.1007/978-981-15-8014-7_4.

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AbstractGroundnut productions have been declining in Mali in spite of several new improved varieties being released, the key problem being inadequacy of the seed supply system. To solve this problem, Kolokani MSP was established in 2012 and reorganized with support from TL III in 2015 to include more stakeholders in the groundnut value chain—farmers particularly women, farmer associations, cooperative societies, seed producers, agro-dealers, grain traders, processors, research and extension. Four new varieties Fleur11, ICGV 86124, ICGV 86015, and ICGV 86024 were supplied to the platform for FP
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Shetto, Richard, Saidi Mkomwa, Ndabhemeye Mlengera, and Remmy Mwakimbwala. "Conservation agriculture in the southern highlands of Tanzania: learnings from two decades of research for development." In Conservation agriculture in Africa: climate smart agricultural development. CABI, 2022. http://dx.doi.org/10.1079/9781789245745.0006.

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Abstract Since its introduction into the Southern Highlands of Tanzania by researchers 25 years ago, Conservation Agriculture (CA) has been well received, researched and the concept proven to be increasing productivity and incomes, enhancing resilience of livelihoods and contributing to reducing greenhouse gas emissions. CA research, as defined by the three interlined principles, was introduced into the Southern Highlands by the Tanzania Agricultural Research Institute (TARI) Uyole, formerly Agricultural Research Institute (ARI) Uyole around 1995. Research results showed a labour saving of up
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Aburasain, R. Y., E. A. Edirisinghe, and M. Y. Zamim. "A Coarse-to-Fine Multi-class Object Detection in Drone Images Using Convolutional Neural Networks." In Digital Interaction and Machine Intelligence. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-11432-8_2.

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AbstractMulti-class object detection has a rapid evolution in the last few years with the rise of deep Convolutional Neural Networks (CNNs) learning based, in particular. However, the success approaches are based on high resolution ground level images and extremely large volume of data as in COCO and VOC datasets. On the other hand, the availability of the drones has been increased in the last few years and hence several new applications have been established. One of such is understanding drone footage by analysing, detecting, recognizing different objects in the covered area. In this study co
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Conference papers on the topic "Trained farmers"

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Mulroy, Michael, Nick Lieven, Peter Morrish, et al. "The Application of Helicopter Health and Usage Monitoring Techniques within the Wind Turbine Industry." In Vertical Flight Society 70th Annual Forum & Technology Display. The Vertical Flight Society, 2014. http://dx.doi.org/10.4050/f-0070-2014-9693.

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Cost-optimised maintenance of wind turbines is becoming increasingly important due to the remote location and access limitations of offshore wind farms. Maintenance and repair costs increase significantly due to the specialist vessels required and delays due to unfavourable weather conditions. Significant cost reductions can be achieved by making better use of condition monitoring information to make more efficient and effective maintenance decisions. Replacement parts and specialist access equipment can be ordered in advance, reducing downtime. Work can be scheduled at a time when the wind sp
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Hasulyó, Gábor, and Marianna Vadászi. "Safety Challenges of Hydrogen Fuelling-Station." In 10th International Scientific Conference on Advances in Mechanical Engineering. Trans Tech Publications Ltd, 2025. https://doi.org/10.4028/p-0iztdf.

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We have long heard the terms sustainable future and renewable energy coming from many directions. But many people think of them as challenges for the future. However, robots, self-driving cars and smart houses around us also prove that the future is only a matter of hours. With artificial intelligence developing at a rapid pace, we need to find a safe way to cover our energy hunger. Currently, we can almost find fossil fuels or electrically powered vehicles on the roads. However, non-renewable energy sources are already being replaced by renewables day by day. However, renewable energy generat
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M, Misba, Vivek A, Ratheesh R, and Aslin C. "Artificial Intelligence based Classification of Diseases for Rice Leaf Using CNN model." In The International Conference on scientific innovations in Science, Technology, and Management. International Journal of Advanced Trends in Engineering and Management, 2023. http://dx.doi.org/10.59544/xvtu7545/ngcesi23p37.

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Rice cultivation is a crucial industry in India, but it is plagued by various diseases that can damage crops at different stages. These diseases are challenging for farmers to identify accurately due to their limited knowledge and expertise. As a result, the farmers often struggle to take appropriate measures to prevent or manage these diseases, which can result in significant losses in crop yield and quality. Therefore, there is a need for advanced technologies and tools to help farmers accurately identify and manage these diseases, ensuring a sustainable and profitable rice cultivation indus
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Andriamifidy, Bob. "Opportunity to assist in the expansion of high-quality soybean feed and edible oil production in Madagascar." In 2022 AOCS Annual Meeting & Expo. American Oil Chemists' Society (AOCS), 2022. http://dx.doi.org/10.21748/lamb7492.

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Madagascar has a population of over 28,000,000 people, of which 48% are food insecure, and 80% are involved in agriculture (reliefweb.int, 2022). Madagascar's prevalence of stunting in children under 5 years is 41.5% (Global-nutrition report, 2018). Additionally, UNICEF reports that drought in the southern region will increase acute childhood malnutrition fourfold over their 2020 assessment. Soybean, a nutrient dense ingredient for human and animal consumption, may ameliorate undernutrition in Madagascar. Traditionally, soybean meal and oil were imported at an annual rate of approximately 50,0
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Imbo, Elizabeth, and Cornelia Speich. "Digitalization as a key driver for sustainable food system transformation: The case of Soluta-ag in Busia and Bungoma, Kenya." In 3rd International Nutrition and Dietetics Scientific Conference. KENYA NUTRITIONISTS AND DIETICIANS INSTITUTE, 2023. http://dx.doi.org/10.57039/jnd-conf-abt-2023-t.a.f.s-37.

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Background: Suboptimal diet is responsible that one-third of the world’s population suffers from malnutrition. However, in cities, current food systems cannot guarantee sustainable availability, accessibility and affordability of nutritious foods for the entire population. Digitalization can be a key driver for sustainable food system transformation for better outcomes in food and nutrition. Objective: In the frame of the Nutrition in City Ecosystems (NICE) project connecting the demand and supply of urban food systems, 16’000 Kenyan farmers should be connected to specific marketplaces in Busi
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Saleh Alfozan, Sara, and Mohamad Mahdi Hassan. "MajraDoc an Image based Disease Detection App for Agricultural Plants using Deep Learning Techniques." In 9th International Conference on Computational Science and Engineering (CSE 2021). Academy and Industry Research Collaboration Center (AIRCC), 2021. http://dx.doi.org/10.5121/csit.2021.112402.

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Infection of agricultural plants is a serious threat to food safety. It can severely damage plants' yielding capacity. Farmers are the primary victims of this threat. Due to the advancement of AI, image-based intelligent apps can play a vital role in mitigating this threat by quick and early detection of plants infections. In this paper, we present a mobile app in this regard. We have developed MajraDoc to detect some common diseases in local agricultural plants. We have created a dataset of 10886 images for ten classes of plants diseases to train the deep neural network. The VGG-19 network mo
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Jaya, V. Durga, and N. Poornima. "Pest Classification with Deep Learning and ReactJS." In International Research Conference on IOT, Cloud and Data Science. Trans Tech Publications Ltd, 2023. http://dx.doi.org/10.4028/p-f43wx1.

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Pests are the biggest problems faced by farmers. The main objective of Pest classification with deep learning and ReactJS paper is to create a website that takes in input in the form of images from the user and tries to classify them into various pests (mainly 9 different classes). For the classification of pests, three deep learning models were chosen and trained. Their performance is compared and the best performing model is deployed in a form of a website with a good and intuitive user interface. The user interface was created with React (javascript framework), Sass, and TensorFowJS (A deep
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K, Surya Narayanan, Varun Kumar E B, Srinath J, Yashvanth H, and Jayakumari JK. "A Machine Learning approach for crop and fertilizer using Ensemble Model with XGBoost and Random Forest Algorithms." In International Conference on Recent Trends in Computing & Communication Technologies (ICRCCT’2K24). International Journal of Advanced Trends in Engineering and Management, 2024. http://dx.doi.org/10.59544/cyjr6469/icrcct24p49.

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The machine learning method for crop and fertilizer recommendations is presented in this study in an effort to improve agricultural productivity. By combining the strengths of XGBoost and Random Forest algorithms through an ensemble model, this system provides customized recommendations based on important soil and environmental parameters, such as temperature, humidity, rainfall, pH, nitrogen, phosphorus, potassium, and other indicators for the optimal crop growth and yield. Using a soft voting technique, the model outperforms traditional single model systems by averaging predictions from both
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Nyarko, Prince, Ilan Correa, Hervé Rogez, and Aldebaro Klautau. "UAV and ML-based AçaíPalm Monitoring in the Amazon: Facilitating YOLOv8 Usage in Agricultural Practices." In Workshop de Computação Aplicada à Gestão do Meio Ambiente e Recursos Naturais. Sociedade Brasileira de Computação - SBC, 2025. https://doi.org/10.5753/wcama.2025.9208.

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This study explores the application of deep learning to detect and count açaípalm trees (Euterpe oleracea) in the Amazon using UAV imagery. A YOLOv8n model was trained on a georeferenced dataset collected across three municipalities at Northeast of the state of Pará, Brazil, achieving a mean average precision of 0.809 at IoU 0.5 (mAP50) and 0.312 at mAP50–95. The model was integrated into a web platform to enable non-experts, such as farmers and conservationists, to upload imagery and receive annotated results in real time. This facilitates more scalable and sustainable monitoring of açaípopul
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Arafath, Muhammad, A. Alice Nithya, and Sanyam Gijwani. "Tomato Leaf Disease Detection Using Deep Convolution Neural Network." In International Research Conference on IOT, Cloud and Data Science. Trans Tech Publications Ltd, 2023. http://dx.doi.org/10.4028/p-vph2n1.

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Plants are a major and important food source for the world's population. Smart and sustainable agriculture should be capable of providing precise and timely diagnosis of plant diseases. This helps in preventing financial and other resource loss to the farmers. Since plant diseases show visible symptoms which a plant pathologist will be able to diagnose through optical observations. But this process is slow and requires continuous monitoring as well as the availability and successful diagnostic capability of the pathologist. To overcome this, in smart agriculture, computer-aided plant disease d
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Reports on the topic "Trained farmers"

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Mosha, Devotha B., Gilead Mlay, Colin Poulton, and Amrita Saha. Yield and Commercialisation Effects of SRI Interventions in Mngeta, Kilombero District, Tanzania. Institute of Development Studies (IDS), 2021. http://dx.doi.org/10.19088/apra.2021.025.

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This paper discusses System of Rice Intensification (SRI) interventions and its potential effects on paddy yield and commercialisation in Mngeta division, Kilombero district in Morogoro region, Tanzania. SRI is an innovative agroecological methodology that aims to improve yields and farmers’ profits by creating the most suitable environment for the rice plant to grow. It comprises the precise set of cultivation practices specifically required for careful management of biophysical needs of the rice plant for producing high yields. To assess the effects, we compare between trained and non-traine
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Gurung, M. B., Uma Pratap, N. C. T. D. Shrestha, H. K. Sharma, N. Islam, and N. B. Tamang. Beekeeping Training for Farmers in Afghanistan: Resource Manual for Trainers [in Urdu]. International Centre for Integrated Mountain Development (ICIMOD), 2012. http://dx.doi.org/10.53055/icimod.564.

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Beekeeping contributes to rural development by supporting agricultural production through pollination and by providing honey, wax, and other products for home use and sale. It offers a good way for resource-poor farmers in the Hindu Kush Himalayas to obtain income, as it requires only a small start-up investment, can be carried out in a small space close to the home, and generally yields profits within a year of operation. A modern approach to bee management, using frame hives and focusing on high quality, will help farmers benefit most fully from beekeeping. This manual is designed to help pr
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Kirui, J. W., S. Franzel, E. Kiptot, et al. The volunteer farmer-trainer extension approach: a user guide. World Agroforestry Centre (ICRAF), 2016. http://dx.doi.org/10.5716/tm16068.pdf.

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Sharma, P., T. Partap, and C. K. Sen. Farmer-led Integrated Watershed Management: Trainers' Resource Book. International Centre for Integrated Mountain Development (ICIMOD), 1997. http://dx.doi.org/10.53055/icimod.259.

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Sharma, P., T. Partap, and C. K. Sen. Farmer-led Integrated Watershed Management: Trainers' Resource Book. International Centre for Integrated Mountain Development (ICIMOD), 1997. http://dx.doi.org/10.53055/icimod.259.

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Gurung, M. B., U. Partap, N. C. T. D. Shrestha, H. K. Sharma, N. Islam, and N. B. Tamang. Beekeeping Training for Farmers in the Himalayas: Resource Manual for Trainers. International Centre for Integrated Mountain Development (ICIMOD), 2012. http://dx.doi.org/10.53055/icimod.556.

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Gurung, M. B., U. Partap, N. C. T. D. Shrestha, H. K. Sharma, N. Islam, and N. B. Tamang. Beekeeping Training for Farmers in the Himalaya: Resource Manual for Trainers. International Centre for Integrated Mountain Development (ICIMOD), 2012. http://dx.doi.org/10.53055/icimod.555.

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Gurung, M. B., U. Partap, N. C. T. D. Shrestha, H. K. Sharma, N. Islam, and N. B. Tamang. Beekeeping Training for Farmers in the Himalayas: Resource Manual for Trainers. International Centre for Integrated Mountain Development (ICIMOD), 2012. http://dx.doi.org/10.53055/icimod.557.

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Gurung, M. B., U. Partap, N. C. T. D. Shrestha, H. K. Sharma, N. Islam, and N. B. Tamang. Beekeeping Training for Farmers in the Himalayas: Resource Manual for Trainers. International Centre for Integrated Mountain Development (ICIMOD), 2012. http://dx.doi.org/10.53055/icimod.556.

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Gurung, M. B., U. Partap, N. C. T. D. Shrestha, H. K. Sharma, N. Islam, and N. B. Tamang. Beekeeping Training for Farmers in the Himalaya: Resource Manual for Trainers. International Centre for Integrated Mountain Development (ICIMOD), 2012. http://dx.doi.org/10.53055/icimod.555.

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