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Abstract Mapping of soil nutrient parameters using experimental measurements and geostatistical approaches to assist site-specific fertilizer advisories is anticipated to play a significant role in Smart Agriculture. FarmerZone™ is a cloud service envisioned b…
europepmc
2024
置信度 0.80
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The utilization of computer vision in smart farming is becoming a trend in constructing an agricultural automation scheme. Deep learning (DL) is famous for the accurate approach to addressing the tasks in computer vision, such as object detection and image cla…
europepmc
2022
置信度 0.80
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Smart farms, as a part of high-tech agriculture, collect a huge amount of data from IoT devices about the conditions of animals, plants, and the environment. These data are most often stored locally and are not used in intelligent monitoring systems to provide…
europepmc
2022
置信度 0.80
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Precision agriculture is crucial for ensuring food security in a growing global population. Nutrients, their presence, concentration, and effectiveness, are key components in data-driven agriculture. Assessing macro and micro-nutrients, as well as factors such…
europepmc
2023
置信度 0.80
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Smart agriculture is a popular domain due to its intensified growth in recent times. This domain aggregates the advantages of several computing technologies, where the IoT is the most popular and beneficial. In this work, a novel and effective deep learning ba…
europepmc
2023
置信度 0.80
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Reliability is essential in Smart Farming supported by the IoT-Fog-Cloud continuum. Smart Farms’ unprotection may cause significant economic losses and low yields of production. This paper introduces an optimization model for providing reliability and, consequ…
europepmc
2022
置信度 0.80
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Korean ginseng ( Panax ginseng ) is a traditional herbal supplement known to have a variety of pharmacological activities. A smart farm system could provide potential standardization of ginseng seedlings after investigating plant metabolic responses to various…
europepmc
2023
置信度 0.80
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Although floating farming, a climate-smart practice, is a response to climate change challenges facing agriculture in wetland areas, the adoption of floating agriculture in Bangladesh wetland areas (also known as Haor) is slow. The purpose of our study was to …
europepmc
2022
置信度 0.80
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Wireless Sensor Networks are subjected to some design constraints (e.g., processing capability, storage memory, energy consumption, fixed deployment, etc.) and to outdoor harsh conditions that deeply affect the network reliability. The aim of this work is to p…
europepmc
Marcantonio Catelani, Lorenzo Ciani, Alessandro Bartolini, Cristiano Del Rio 等
2021
置信度 0.80
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Unmanned aerial vehicles (UAVs) play an important role in facilitating data collection in remote areas due to their remote mobility. The collected data require processing close to the end-user to support delay-sensitive applications. In this paper, we proposed…
europepmc
Tariq Qayyum, Zouheir Trabelsi, Asad Malik, Kadhim Hayawi
2021
置信度 0.80
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The world population growth is increasing the demand for food production. Furthermore, the reduction of the workforce in rural areas and the increase in production costs are challenges for food production nowadays. Smart farming is a farm management concept th…
europepmc
2020
置信度 0.80
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Climate change remains the single major threat to the realization of increased livestock production because of its impact on the quantity and quality of feed crops and forages, water availability, animal reproduction, and biodiversity. To minimize the negative…
europepmc
2023
置信度 0.80
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The agriculture sector has held a major role in human societies across the planet throughout history. The rapid evolution in Information and Communication Technologies (ICT) strongly affects the structure and the procedures of modern agriculture. Despite the a…
europepmc
2020
置信度 0.80
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Indoor smart-farming based on artificial grow lights has gained attention in the past few years. In modern agricultural technology, the growth status is generally monitored and controlled by radio-frequency communication networks. However, it is reported that …
europepmc
Sana Javed, Louey Issaoui, Seonghyeon Cho, Hyunchae Chun
2021
置信度 0.80
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This paper is aimed at continuation of frost intelligent control from the smart farming perspective that is proposed by Castañeda and Castaño (2017) through Internet of things (IoT) and a Weather Station with an Artificial Neural Network (ANN). Moreover, an in…
europepmc
2020
置信度 0.80
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Presently, the adoption of Internet of Things (IoT)-related technologies in the Smart Farming domain is rapidly emerging. The ultimate goal is to collect, monitor, and effectively employ relevant data for agricultural processes, with the purpose of achieving a…
europepmc
2020
置信度 0.80
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The increased use of pesticides across the globe has a major impact on public health. Advanced sensing methods are considered of significant importance to ensure that pesticide use on agricultural products remains within safety limits. This study presents the …
europepmc
2020
置信度 0.80
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Agriculture is one of the key enabler for the economic development of India that accounts for one third of nation's income. Due to the problems that agriculture industry is facing, there is a need to introduce automation in agriculture that improves the effici…
europepmc
2020
置信度 0.80
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Modern agriculture has entered an era of technological plateau where intervention of smarter technology like nanotechnology is imminently required for making this sector economically and environmentally sustainable. Throughout the world, researchers are trying…
europepmc
2021
置信度 0.80
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A low-cost, low-power, and low data-rate solution is proposed to fulfill the requirements of information monitoring for actual large-scale agricultural farms. A small-scale farm can be easily managed. By contrast, a large farm will require automating equipment…
europepmc
2020
置信度 0.80
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Nowadays, the concept of "Everything is connected to Everything" has spread to reach increasingly diverse scenarios, due to the benefits of constantly being able to know, in real-time, the status of your factory, your city, your health or your smallholding. Th…
europepmc
2020
置信度 0.80
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Internet of things (IoT) for precision agriculture or Smart Farming (SF) is an emerging area of application. It consists essentially of deploying wireless sensor networks (WSNs), composed of IP-enabled sensor nodes, in a partitioned farmland area. When the sur…
europepmc
Karim Fathallah, Mohamed Abid, Nejib Ben Hadj-Alouane
2020
置信度 0.80
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Weeding is an effective way to increase crop yields. Reliable and accurate weed recognition is a prerequisite for achieving high-precision site-specific weed control in precision agriculture. To improve weed and crop recognition accuracy, a CNN feature based g…
europepmc
2020
置信度 0.80
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In an Internet of Things (IoT) system, it is essential that the data measured from the sensors are accurate so that the produced results are meaningful. For example, in AgriTalk, a smart farm platform for soil cultivation with a large number of sensors, the pr…
europepmc
2019
置信度 0.80
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Technological innovations are changing mechanisation in agriculture. The most recent wave of innovations referred to as smart farming technologies (SFT), promise to improve farming by responding to economic, ecological, and social challenges and thereby sustai…
europepmc
2020
置信度 0.80
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Precision Agriculture (PA), as the integration of information, communication and control technologies in agriculture, is growing day by day. The Internet of Things (IoT) and cloud computing paradigms offer advances to enhance PA connectivity. Nevertheless, the…
europepmc
2019
置信度 0.80
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Crop diseases cannot be accurately predicted by merely analyzing individual disease causes. Only through construction of a comprehensive analysis system can users be provided with predictions of highly probable diseases. In this study, cloud-based technology c…
europepmc
2018
置信度 0.80
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An amendment to this paper has been published and can be accessed via the original article.
europepmc
2020
置信度 0.80
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High-resolution (5–50 m) remote sensing satellite sensors provide a reliable, free and open data infrastructure for public and private agriculture and land use services. The further market penetration of these services critically depends on the fraction of agr…
europepmc
2020
置信度 0.80
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Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans the biological, physical, and social sciences.
europepmc
2017
置信度 0.80
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Agriculture is one of the major backbones of Indian economy where around 60% of people are depending directly or indirectly upon agriculture. The expert advice is required for distinguishing the plant disease damage and nutrient imbalance. It is observed that,…
europepmc
2019
置信度 0.80
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Abstract Farmers have an increasing need for financial resources, which has led to the development and adoption of Fintech. Fintech and climate-smart agricultural technologies might revolutionize how we fight climate change and promote sustainable farming, con…
europepmc
2026
置信度 0.80
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This research discusses the incorporation of IoT with blockchain technique to enhance the efficiency of smart farming systems, particularly focusing on plant disease classification, pest detection, and smart irrigation. The study aims to develop a secure and e…
europepmc
2026
置信度 0.80
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Improving farm productivity is essential for increasing farm profitability and meeting the rapidly growing demand for food that is fuelled by rapid population growth across the world. Farm productivity can be increased by understanding and forecasting crop per…
europepmc
2016
置信度 0.80
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Introduction Smart agriculture prompts consumers to reconcile recognition of traditional farming culture with trust in smart agricultural technology when evaluating agri-food products. This study examines how the congruence between these two perceptions influe…
europepmc
2026
置信度 0.80
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Objective Early prediction of cumulative milk yield from initial lactation records enables timely culling, selective breeding, and optimized feed allocation, thereby improving herd efficiency and farm profitability. However, predicting long-term production rem…
europepmc
2026
置信度 0.80
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Background: Smart farming has gained considerable attention as a pathway for improving productivity and sustainability in tropical smallholder agriculture. Yet evidence on its economic impacts and adoption determinants remains fragmented across regions, commod…
europepmc
2026
置信度 0.80
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Mediterranean agriculture is increasingly constrained by climate change-driven stresses, including rising temperatures, intensified drought, and soil organic matter depletion, all of which threaten crop health and yield stability. Carbon farming has emerged as…
europepmc
2026
置信度 0.80
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Black soldier fly larvae (BSFL) are rich in crude protein (CP) and crude fat (EE), offering substantial potential for animal feed and biodiesel production. However, their nutritional composition is dynamically influenced by multiple factors. Traditional chemic…
europepmc
2026
置信度 0.80
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Following publication of the original article [1], the authors reported that while the ordination graphs are all correct, the symbols in the legend are wrong.
europepmc
2018
置信度 0.80
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Achieving accurate cattle detection in complex barn environments is a critical technical challenge for smart livestock farming. Cattle exhibit highly similar appearances, severe occlusion, and significant multi-scale variations, making it difficult for existin…
europepmc
2026
置信度 0.80
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europepmc
2026
置信度 0.80
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Background Harnessing beneficial microbes presents a promising strategy to optimize plant growth and agricultural sustainability. Little is known to which extent and how specifically soil and plant microbiomes can be manipulated through different cropping prac…
europepmc
2018
置信度 0.80
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Introduction South Africa is particularly vulnerable to the effects of climate change due to its reliance on climate-sensitive livelihoods and limited adaptive capacity. Climate-smart agriculture (CSA) emerges as a key adaptation strategy to climate change, wh…
europepmc
2026
置信度 0.80
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Green fish farming represents an integrated aquaculture approach that rears aquatic organisms in controlled environments to improve production efficiency and environmental sustainability. Although significant, current green fish farming practices are labour-in…
europepmc
2026
置信度 0.80
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The quick evolution in the field of Smart Agriculture, along with the Internet of Things (IoT), has created the need for developing wireless communication paradigms with the ability to handle heterogeneous data for different applications with different degrees…
europepmc
2026
置信度 0.80
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The integration of Internet of Things (IoT), blockchain, and artificial intelligence (AI) holds great promise for precision agriculture, yet challenges remain in secure data acquisition, authenticated device interactions, and transparent decision-making. This …
europepmc
2026
置信度 0.80
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Background Centralized machine learning (ML) models often face challenges related to data privacy, messaging latency and limited internet access in rural areas. To address these issues, a federated learning (FL) based architecture for real-time detection of he…
europepmc
2026
置信度 0.80
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Abstract Globally, extreme climatic occurrences direly affect agriculture productivity and production. Currently, in Niger, there is no study investigating the vulnerabilities of women in rainfed peri-urban farming to climate change. The literature is silent o…
europepmc
2026
置信度 0.80
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Mycotoxin co-contamination in feed represents a major threat to poultry production, but effective detoxification strategies remain limited. This study evaluated the protective effects of a novel mycotoxin-degrading enzyme complex (MDE) against dietary aflatoxi…
europepmc
2026
置信度 0.80
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Real-time, non-destructive monitoring of multiple physiological parameters in microalgal cultures remains a significant analytical challenge, as conventional methods are destructive, time-consuming, and unsuitable for in situ applications. This study developed…
europepmc
2026
置信度 0.80
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With the increasing recognition of climate change threats to agricultural productivity and food security, it is crucial to explore farming practices that increase productivity, adapt to the effects of global climate change, while lowering greenhouse gas emissi…
europepmc
2026
置信度 0.80
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Smart feedlots are increasingly adopting Precision Livestock Farming technologies to enable continuous, individual-animal monitoring and more proactive management in intensive beef production systems. This narrative review synthesises evidence from approximate…
europepmc
2026
置信度 0.80
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Ensuring continuous and stable functioning of automated hydroponic systems is the key of sustainable agriculture, especially in resource-scarce regions or urbanization. This study explores the growing need for reliable smart farming technology by improving the…
europepmc
2026
置信度 0.80
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Abstract Climate Smart Agriculture (CSA) practices are widely promoted across Africa as strategies to improve agricultural productivity, enhance resilience to climate change, and strengthen smallholder welfare. Yet quantitative synthesis of adoption outcomes r…
europepmc
2026
置信度 0.80
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Malaria is the most prevalent vector-borne disease worldwide, with Uganda ranking third for malaria burden in 2023. In resource-limited settings, where access to diagnosis and treatment is often constrained and recent vaccination strategies may face challenges…
europepmc
2026
置信度 0.80
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Abstract Ghana’s Feed Ghana Program (FGP, 2025–2028) sits at a genuinely difficult intersection: it takes climate resilience seriously but treats ecology as someone else’s problem. The program endorses climate-smart agriculture, distributes drought-tolerant va…
europepmc
2026
置信度 0.80
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Accurate recognition of diarrhea-related behaviors in calves is crucial for automated health monitoring in smart farming. However, existing methods face challenges including insufficient temporal continuity and limited capability in capturing periodic or abrup…
europepmc
2026
置信度 0.80
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Abstract Traditional farming systems are vulnerable to climate change which pooling focus of global efforts to mitigate related risks. Accordingly, Climate smart Agriculture (CSA) initiative is among the interventions that have been launched in Ethiopia throug…
europepmc
2026
置信度 0.80
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Background The small intestinal microbiota directly influences host intestinal digestive and absorptive responses to dietary nutrients and plays a crucial role in optimizing feed efficiency in food-producing animals. However, the microbial functions of small i…
europepmc
2026
置信度 0.80
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Abstract Climate variability increasingly threatens rainfed rice systems in Nigeria's North-Central zone, yet evidence on how smallholders are responding through climate-smart agriculture (CSA) remains thin for Nasarawa State. This study examined the adoption …
europepmc
2026
置信度 0.80
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This study explored the effectiveness of participatory adult education approaches in enhancing training and capacity development among emerging farmers in rural communities of the Eastern Cape, South Africa. The study examined how participatory and experientia…
europepmc
2026
置信度 0.80
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The rapid integration of artificial intelligence (AI) into dairy systems has been widely promoted under the Dairy 4.0 paradigm, yet its role as a true system-level "game changer" remains insufficiently substantiated. This study presents a structured critical r…
europepmc
2026
置信度 0.80
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Enset-based farming systems are promoted as a sustainable land management strategy in Ethiopia, yet comprehensive evidence of their contribution to soil fertility remains limited. This study assessed the role of three Enset-based farming systems (Enset-dominat…
europepmc
2026
置信度 0.80
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To evaluate the effects of substituting soybean oil (SO) with soy lecithin (SL) and specialty lipid (CL) on the growth, body composition, and glucose-lipid metabolism of juvenile largemouth bass (Micropterus salmoides). The CL is a composite lipid source formu…
europepmc
2026
置信度 0.80
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Wheat (Triticum aestivum L.) microgreens have emerged as nutrient-dense functional foods with significant potential to address malnutrition, lifestyle-related disorders, and the growing demand for sustainable diets. Rich in vitamins, minerals, flavonoids, caro…
europepmc
2026
置信度 0.80
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Accurate dairy cow behavior recognition is important for health monitoring, welfare assessment, and early warning in smart livestock farming. However, recognizing fine-grained behaviors such as feeding, drinking, and rumination remains difficult in real barns …
europepmc
2026
置信度 0.80
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Cadmium (Cd) contamination in rice threatens food security and public health. Identifying and characterizing key genes governing Cd uptake and translocation is crucial for breeding low-Cd varieties. In this study, we characterized a Cd-responsive member of maj…
europepmc
2026
置信度 0.80
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Abstract Single-commodity intensification often dominated in small holder of semi-arid region, which leads to low productivity and negative environmental impacts. The farming system approach is a holistic tool to solve multifarious problems of mono-cropping th…
europepmc
Akshay Bayskar
2026
置信度 0.80
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Pig vocalization recognition can support non-invasive monitoring in precision livestock farming, but labelled pig-sound recordings are often limited for specific behaviours or physiological states. Under few-shot conditions, deep models may overfit, whereas tr…
europepmc
2026
置信度 0.80
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Multiomics-based bioengineering and regeneration approaches are increasingly recognized as beneficial for restoring soil health and improving sustainable agriculture under climate change. Soil-related abiotic stresses, particularly soil acidity and salinity, c…
europepmc
2026
置信度 0.80
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Dairy farming plays a critical role in Kenya's agricultural economy but also contributes significantly to greenhouse gas (GHG) emissions. Smallholder mixed crop-livestock systems dominate the sector and face challenges related to feed quality and manure manage…
europepmc
2026
置信度 0.80
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An 8-week trial evaluated dietary copper methionine (CM) on body and flesh color in yellowed channel catfish. Basic diets were supplemented with CM at 0 (control, Cu1), 7 (Cu2), 14 (Cu3), 21 (Cu4), and 27 (Cu5) mg/kg, with corresponding measured copper levels …
europepmc
2026
置信度 0.80
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Sustainable urban agriculture plays a very important role in the management of food security and environmental issues of rapidly expanding cities. Inefficient irrigation, poor choice of crops and a lack of real-time monitoring are major challenges that are aff…
europepmc
2026
置信度 0.80
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Reducing energy consumption while maintaining stable water quality remains a major challenge in ornamental aquaculture. This study proposes an integrated predictive and energy-aware aquaculture management framework combining Internet of Things (IoT) sensing, L…
europepmc
2026
置信度 0.80
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Abstract This IoT-driven agricultural monitoring and watering system tackles the limitations of conventional plant care. By combining IoT devices, sensors, and automated controls, it aims to help plants grow, save water and improve agricultural production gene…
europepmc
2026
置信度 0.80
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Abstract Rice cultivation is a major contributor to greenhouse gas emissions, particularly methane and nitrous oxide released from flooded paddy soils, while also being highly vulnerable to the impacts of climate change. Degraded and saline-affected soils alon…
europepmc
2025
置信度 0.80
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Abstract Overuse of synthetic agrochemicals in traditional farming has caused soil deterioration, microbial imbalance, and ecosystem toxicity. This research suggests combining green nanotechnology with smart farming to provide a sustainable plant protection so…
europepmc
2026
置信度 0.80
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Abstract This project comes up with a low-cost precision farming system, involving the integration of IoT sensing and machine learning to provide real-time crop recommendations.The transmitted sensed data is sent to ThingSpeak cloud platform via the HTTP proto…
europepmc
2026
置信度 0.80
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Abstract Decentralized Web Applications (dApps) built on blockchain, Web3 technologies, and the Inter- Planetary File System (IPFS) are emerging as a promising solution to longstanding challenges in agriculture. Conventional centralized systems often result in…
europepmc
2026
置信度 0.80
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Malondialdehyde (MDA) is a common oxidation product in deteriorated aquatic feed, which easily induces oxidative damage and quality deterioration in farmed fish, yet its systemic effects on the physiological function and body color of channel catfish ( Ictalur…
europepmc
2026
置信度 0.80
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The "Sustainable Livelihood Development of Rural Communities in Low Land Along the Mara River Basin" project, implemented by Mogabiri Farm Extension Centre (MFEC) in Tarime District, Tanzania, seeks to address persistent socio-economic challenges in rural comm…
europepmc
2026
置信度 0.80
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This study investigates the prevalence and determinants of repeat breeding and infertility among small dairy farms in a district with intensive crossbred and traditional dairy farming systems in India. Data were collected from 2,254 animals and 579 farmers rep…
europepmc
2026
置信度 0.80
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The edge computing-based Internet of Things (IoT) system minimizes latency by processing data locally, reducing the distance it needs to travel. Processing data in proximity to its source enables rapid decision-making and real-time reactions. The edge-based Io…
europepmc
2026
置信度 0.80
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Sweet potato virus disease (SPVD) is one of the most destructive diseases affecting sweet potato production worldwide, causing severe yield losses and posing a significant threat to food security. Vision-based intelligent diagnosis has emerged as a promising s…
europepmc
2026
置信度 0.80
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Oxidative stress, driven by an imbalance between reactive oxygen species (ROS) production and antioxidant capacity (particularly glutathione, GSH), contributes significantly to the poor quality of in vitro maturation (IVM) oocytes. In this study, the role of t…
europepmc
2026
置信度 0.80
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To determine the optimal dietary protein level for early juvenile Chinese tapertail anchovy ( Coilia nasus , initial body weight: 0.87 ± 0.01 g), five feeds containing graded protein levels (35.42%, 39.16%, 42.96%, 46.83%, and 50.65%) were used in an eight-wee…
europepmc
2026
置信度 0.80
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Mixed farming and agroforestry systems offer the potential to optimise resource use and reduce environmental impacts by integrating crops, livestock and trees. By improving soil health, biodiversity, and carbon sequestration, these diversified farming systems …
europepmc
2026
置信度 0.80
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This study elucidates the behavioral determinants influencing climate-smart agriculture (CSA) adoption among smallholder leafy vegetable agripreneurs in semi-arid Central Tanzania. Employing an extended Theory of Planned Behavior (TPB) that incorporates percei…
europepmc
2026
置信度 0.80
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Climate-Smart Agriculture (CSA) practices can reduce effects of climate change in agriculture by increasing production efficiency. Yet, adoption of CSA practices is not universal on Bangladesh farms. This study aim is to identify determinants of adoption of CS…
europepmc
2026
置信度 0.80
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Real-time sensors for precision irrigation schedulating are used for enhancing water efficiency and optimizing resource usage. Poor resource management can negatively impact traditional farming practices, particularly in regions limited by water shortages. Agr…
europepmc
2026
置信度 0.80
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To address the limitations of traditional pesticide detection methods, including reliance on costly equipment, operational complexity, and time-consuming procedures, an AuNPs-modified Photonic Crystal (AuPC) microfluidic chip is proposed for sensitive and rapi…
europepmc
2026
置信度 0.80
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Abstract Smallholder farmer resilience to climate change is commonly assessed through discrete adaptation measures, overlooking the potential of integrated land use systems. Our study explores Climate-Smart Macadamia Agroforestry (CSMA) as a climate adaptation…
europepmc
2026
置信度 0.80
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Abstract Labour availability is a critical yet underexplored constraint affecting sustainability transitions in smallholder cocoa systems. This study examines how labour scarcity is reshaping cocoa production in mining-affected and non-mining landscapes within…
europepmc
2026
置信度 0.80
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Abstract Nutrient depletion and low fertilizer use efficiency remain major constraints to sustainable maize production in sub-Saharan Africa. Although conventional NPK fertilizers are widely used, their high cost, bulkiness, and susceptibility to nutrient loss…
europepmc
2026
置信度 0.80
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Sustainable farming methods are needed due to the rising demand for fresh products brought on by the world's population growth. The light and water temperature factors affect the growth of selected leafy greens, and the Internet of Things-enabled smart system …
europepmc
2026
置信度 0.80
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Despite the productivity and economic limitations imposed by environmental and climatic conditions, livestock systems play a fundamental role in preserving habitats and high-conservation-value species, while delivering a broad spectrum of ecosystem services to…
europepmc
2026
置信度 0.80
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This study examines how Danish farmers respond to two policy instruments, a tax on conventional farming and a market premium for climate-smart agriculture (CSA), when making land allocation decisions between conventional and CSA. Using a lab-in-the-field exper…
europepmc
2026
置信度 0.80
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Abstract Smallholder farmers in developing countries generate rich, structured agricultural knowledge through social media platforms every day — crop diagnostic descriptions, peer-validated price information, technique queries, and market intelligence — withou…
europepmc
2026
置信度 0.80
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Nitrate pollution from agriculture imposes a major threat to global aquatic ecosystems globally, and its impacts are expected to intensify as climate change alters weather patterns, catchment hydrology, and soil processes. Understanding the timing and extent o…
europepmc
2026
置信度 0.80