-
A vision-based weed control robot for agricultural field application requires robust vegetation segmentation. The output of vegetation segmentation is the fundamental element in the subsequent process of weed and crop discrimination as well as weed control. Th…
crossref
Hyun K. Suh, Jan Willem Hofstee, Eldert J. van Henten
2017-03-03T11:58:11Z
置信度 0.70
-
The objective of this study was to evaluate the distribution of soil strength (measured as cone index, CI) along a 600 m transect and to determine the soil loosening depth necessary to eliminate zones with soil strengths exceeding a threshold value down to a d…
crossref
H. Domsch, D. Ehlert, A. Giebel, K. Witzke 等
2006-07-13T19:08:04Z
置信度 0.70
-
Pasture management is an important aspect of dairy farming, making up a significant portion of the dairy cow diet in many countries. Where grazing is the primary feed source, it relies on the quantity and nutritive value of grass. Pasture management involves a…
crossref
B. O’Brien, D. Hennessy, E. Ruelle
2026-04-13T11:21:56Z
置信度 0.70
-
During phytosanitary treatments aimed at minimizing product losses, selective spraying systems can be employed. These systems consist of a group of detection–action devices which manage the spraying. In this work, the technical feasibility of a low-cost ultras…
crossref
Francisco C. Páez, Víctor J. Rincón, Julián Sánchez-Hermosilla, Milagros Fernández
2017-04-06T18:19:47Z
置信度 0.70
-
A methodology to estimate water status of palm trees from aerial thermal images was developed. Deficit irrigation of 80% in three drip-irrigated date-palm plots in the northern Dead Sea region was manipulated during the winter of 2007 and 2008. An uncooled the…
crossref
Y. Cohen, V. Alchanatis, A. Prigojin, A. Levi 等
2011-05-26T15:03:18Z
置信度 0.70
-
The objective of this research was to assess the effect of soil cracks on soil moisture distribution under various sprinkler irrigation applications and to identify the optimal irrigation strategy that enhances soil moisture distribution and reduces water drai…
crossref
S. A. Al-Kufaishi, J. W. Sands, M. N. Andersen
2009-01-05T18:12:31Z
置信度 0.70
-
Plant water status is one of the main factors affecting yield and quality in viticulture. Nevertheless, it is generally difficult to characterize it with enough precision for management purposes. In addition to its temporal variation, related to climate condit…
crossref
Ana Herrero-Langreo, Bruno Tisseyre, Jean Michel Roger, Thibaut Scholasch
2017-04-25T08:28:32Z
置信度 0.70
-
crossref
Patrick J. Dunn, Leila Pourzahedi, Thomas L. Theis, Leanne M. Gilbertson
2023-08-16T04:40:07Z
置信度 0.70
-
crossref
Susmita Shukla, Kashish Chaudhary, Aahana, Sparsh Phutela 等
2025-08-22T03:12:11Z
置信度 0.70
-
Pasture management is an important aspect of dairy farming, making up a significant portion of the dairy cow diet in many countries. Where grazing is the primary feed source, it relies on the quantity and nutritive value of grass. Pasture management involves a…
crossref
B. O’Brien, D. Hennessy, E. Ruelle
2025-12-04T17:55:23Z
置信度 0.70
-
crossref
Sylvester A. Badua, Ajay Sharda, Bhaskar Aryal
2024-05-16T06:02:06Z
置信度 0.70
-
Abstract Accurate estimation and spatial allocation of economic optimum nitrogen (N) rates (EONR) can support sustainable crop production systems by reducing chemical compounds to be applied to the ground while preserving the optimum yield and profitability Sm…
crossref
Morteza Abdipourchenarestansofla, Hans-Peter Piepho
2025-02-18T00:14:53Z
置信度 0.70
-
Abstract There has been a recent surge in the number of studies that aim to model crop yield using data-driven approaches. This has largely come about due to the increasing amounts of remote sensing (e.g. satellite imagery) and precision agriculture data avail…
crossref
Patrick Filippi, Si Yang Han, Thomas F.A. Bishop
2024-12-07T03:01:55Z
置信度 0.70
-
Precision agriculture: advanced technologies are leveraged for the optimization of farming operations, the enhancement of the effectiveness of production, and the mitigation of harmful impacts on the environment In addition to these technologies, AI (artificia…
crossref
Mahmood Ghaleb Albashayreh
2026-05-08T19:36:50Z
置信度 0.70
-
The error in nutrient application is increased in a variable rate environment when application rate is altered. The path an operator takes to apply nutrient material to the field has an influence on this application error, given it affects the rates of change …
crossref
C.R. Dillon, S. Shearer, J. Fulton, M. Kanakasabai
2024-03-29T00:01:30Z
置信度 0.70
-
Precision agriculture (PA) refers to the practice of managing agronomic inputs according to specific needs across the landscape. The major impediment to the adoption of PA is the development of decision-support systems that provide guidelines on which, when, a…
crossref
Robert J. Lascano, Timothy S. Goebel, J.D. Booker
2020-07-21T14:14:17Z
置信度 0.70
-
Tomatoes play a vital role in agriculture, offering significant nutritional and economic support. Nonetheless, illnesses in tomato plants affect both the quality and quantity. Timely identification of this illness is essential to minimize crop losses. This res…
crossref
Dr. Nikita Jain, Ms. Upma Kumari, Dr.Vishal Jain
2026-03-12T14:53:58Z
置信度 0.70
-
Aerial hyperspectral images were used for soil nutrient mapping and the image processing results were compared with the conventional field grid sampling and interpolation methods. A spatial low pass filter was applied to the hyperspectral imagery for enhancing…
crossref
Haibo Yao, Lei Tian, Amy Kaleita
2024-03-29T00:01:30Z
置信度 0.70
-
Three-dimensional measuring devices are able to provide highly accurate surface descriptions of crop plants in different scenarios. During recent decades, 3D devices have been used for measuring plant geometry at single plant and organ level. Various technique…
crossref
S. Paulus
2019-07-08T04:15:34Z
置信度 0.70
-
This systematic review examines the development, thematic emphasis, and international contributions of IoT- and AI-based precision agriculture studies between 2015 and 2024. Approximately 200 publications were obtained following a critical search in the Scopus…
crossref
2025-12-26T12:17:36Z
置信度 0.70
-
There exists widespread agreement on the need to raise agricultural productivity in West Africa. Yields are well below their theoretical potential and attainable levels (Pingali and Heisey 1999; van Ittersum et al. 2013) and a combination of adequate technolog…
crossref
2015-07-21T16:00:54Z
置信度 0.70
-
Abstract Cannabis consumption and related research have accelerated globally as a result of recent legalization policy trends. Cannabis poses unique challenges in obtaining proper classification and standardization as it is the second most widely used psychoac…
europepmc
M S Binshad, K V Greeshma
2026
置信度 0.80
-
This study aimed to review recent developments in the agri-food industry, focusing on the integration of innovative digital systems into the livestock industry. Over the last 50 years, the production of animal-based foods has increased significantly due to the…
crossref
Georgios I. Papakonstantinou, Nikolaos Voulgarakis, Georgia Terzidou, Lampros Fotos 等
2024-04-17T08:22:44Z
置信度 0.70
-
The spatial variability of soils is one of the main problems faced when planning irrigation management, especially when large tracts of agricultural land are involved. Parameters such as soil texture or soil water content are fundamental for understanding the …
crossref
R. Fortes, S. Millán, M. H. Prieto, C. Campillo
2015-01-29T08:23:44Z
置信度 0.70
-
Abstract Agriculture is among the many industries that have undergone considerable change due to the Internet of Things (IoT). However, particularly in large-scale agricultural operations, IoT devices in the rapidly developing sector of smart agriculture frequ…
europepmc
2026
置信度 0.80
-
Comparative genetics aims to resolve the genetic and molecular architecture of complex traits and the evolutionary constraints governing biology. Recent improvements in genome assembly, coupled with population-scale multi-omics, have generated high-resolution …
europepmc
2026
置信度 0.80
-
Within-field soil management in Precision Agriculture is still largely based on scalar observations or on geostatistical modelling of individual curve parameters, despite the inherently functional nature of many soil properties. This study proposes a geostatis…
europepmc
2026
置信度 0.80
-
Identifying plant health conditions is an emerging precision-agriculture and food-security challenge, intensified by deploying deep-learning models on memory- and power-constrained edge devices. We present a TinyMLOps pipeline spanning model design, optimizati…
europepmc
Hossein Aqasizade, Mattia Antonini, Massimo Vecchio, Fabio Antonelli
2026
置信度 0.80
-
Abstract This paper presents a real-time semantic world modeling framework specialized for precision agriculture using autonomous robots. The framework combines probabilistic mapping of objects and their semantic attributes, updated through Bayesian inference,…
europepmc
2026
置信度 0.80
-
Rapid climatic fluctuations and increasing global resource pressures are driving the need for high-precision, real-time monitoring of agro-environmental systems. Precision agriculture formulates this requirement as a complex measurement problem, where various …
europepmc
2026
置信度 0.80
-
Localization is a critical component of Wireless Sensor Networks (WSNs), particularly in precision agriculture, where accurate sensor positioning is essential for irrigation management, crop monitoring, and environmental analysis. However, agricultural environ…
europepmc
2026
置信度 0.80
-
Abstract Rainfall variability remains a critical source of uncertainty in agricultural systems, particularly in climate-vulnerable regions where inaccurate forecasts can result in crop yield losses. Existing rainfall prediction models generate deterministic ou…
europepmc
Mohammad Zahangir Alam
2026
置信度 0.80
-
Abstract Optimization of precision agriculture, a combinatorial optimization problem that has both dependent and independent binary variables associated with selecting the one-to-one mapping of crop planting, irrigation, fertilization, and land management prac…
europepmc
Jaividhyarthi Vivekanand, Yogesh Kumar B
2026
置信度 0.80
-
Abstract The application of artificial intelligence (AI) to precision agriculture has become a revolutionary tool for improving the productivity, sustainability, and resiliency of smallholder agricultural systems, especially in developing and rural settings. T…
europepmc
2026
置信度 0.80
-
As the global aquaculture industry moves towards high density and integrated efficiency, the precision and immediacy of water quality management have become a key to increasing productivity and reducing risks. Traditional aquaculture relies on manual experienc…
europepmc
Chia Yen Pao, Po-Hao Chang
2026
置信度 0.80
-
Abstract The global agricultural sector faces mounting pressure to increase productivity sustainably while managing complex data challenges related to security, traceability, and real-time monitoring. Conventional farming systems are unable to address the comp…
europepmc
2026
置信度 0.80
-
Precision Agriculture (PA) is reshaping nutraceutical crop production by enabling high-resolution monitoring and adaptive management strategies that simultaneously optimize yield, stabilize phytochemical composition, and enhance environmental sustainability. N…
europepmc
2026
置信度 0.80
-
Sustainable agriculture in tropical regions relies on precise understanding of soil water dynamics under varying topographic, textural, and climatic conditions. This study integrates Electrical Resistivity Tomography (ERT) and Electromagnetic Induction (EMI) t…
europepmc
2026
置信度 0.80
-
Geospatial Artificial Intelligence (GeoAI) is increasingly used to integrate remote sensing, geographic information systems, machine learning, Internet of Things sensing, weather information, soil data, and farm-management records for precision agriculture. Th…
europepmc
2026
置信度 0.80
-
Abstract Modern agriculture requires rapid, affordable tools to monitor crops and soils directly in the field. Cellulose, the structural polymer of plants, is emerging as a versatile foundation for lightweight, biodegradable sensors that measure nutrients, moi…
europepmc
Mirinal K. Rayappa, José M. R. Flauzino, Max Grell, Firat Güder
2026
置信度 0.80
-
Abstract Soil quality assessment is fundamental to sustainable agricultural production, environmental conservation, and climate resilience. Soil organic matter (OM) and total carbon (TC) are among the most important indicators of soil fertility because they re…
europepmc
2026
置信度 0.80
-
This article presents a comprehensive dataset of 1406 RGB images of apples ( Malus domestica ), covering three key growth stages-immature (green), semi-mature (color transition), and mature (red). The dataset serves as a resource for detecting and segmenting a…
europepmc
2026
置信度 0.80
-
Automated weed detection is essential for site-specific herbicide application, that can result into the reduced environmental footprint of conventional agriculture. However, for field deployment of automated weeding devices, occlusion remains a critical challe…
europepmc
2026
置信度 0.80
-
The agro-food industry is quickly digitizing to solve resource restrictions, climate unpredictability, and sustainable food production using Internet of Things (IoT), Artificial intelligence (AI), cloud computing, and data analytics. Due to rigid irrigation sc…
europepmc
T.G. Sakthivel, R. Ashok, Arun M, A.P. Senthil Kumar
2026
置信度 0.80
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This study presents a comprehensive BDFlower growth stage dataset designed to support research in precision agriculture and floriculture. The dataset encompasses eight common flower species found in Bangladesh: Bush Allamanda, Red Hibiscus, Yellow Bell, Pinwhe…
europepmc
2026
置信度 0.80
-
There has been significant development in agricultural robotics over the past few years in the pursuit of optimising efficiency and addressing issues such as labour shortages and humans performing hazardous and arduous tasks. Despite this, human–robot interact…
europepmc
Adam Mukuddem, Adam Speed-Andrews, Thabisa Maweni, Imannuel Nanyaro 等
2026
置信度 0.80
-
Amino acids are organic compounds that serve as the fundamental building blocks of proteins and are additionally responsible for a multitude of other biological functions. This review synthesizes recent evidence elucidating that amino acids function as vital p…
europepmc
Zhaofeng Wang
2026
置信度 0.80
-
Symbioses between plants and microbes such as mycorrhizal fungi and rhizobia, provide critical advantages in plant nutrient acquisition and stress resilience, and thereby underpin agricultural sustainability. However, plants coexist with a myriad of soil micro…
europepmc
2026
置信度 0.80
-
The tomato is one of the most important economic crops worldwide; frequent occurrences of foliar diseases can severely affect its quality and yield, resulting in substantial economic losses. However, state-of-the-art methods still struggle with multi-target, m…
europepmc
2026
置信度 0.80
-
Agriculture will face yet unheard-of challenges in ensuring food security while minimizing its adverse environmental effects. Traditional agricultural practices that mostly rely on fertilizers, insecticides, and growth stimulants have increased food production…
europepmc
2026
置信度 0.80
-
Abstract In smart agriculture, vision-based crop monitoring systems require high-quality imagery along with efficient computation and low power consumption to support accurate analysis and real-time decision-making in resource-constrained edge environments. Ho…
europepmc
Mhd. Idham Khalif, Tjhwa Endang Djuana, Richard Antonius Rambung, Achmad Nadratan Al Janna 等
2026
置信度 0.80
-
Abstract Seedling transplantation has a significant impact on crop uniformity, productivity, and resource efficiency. However, conventional manual and electrically driven transplanting systems remain labor-intensive, energy-dependent, and prone to inconsistent…
europepmc
2026
置信度 0.80
-
Real-time and accurate monitoring of farmland environmental parameters and crop growth status is essential for precision agriculture and intelligent irrigation management. However, conventional agricultural monitoring approaches remain limited in spatial cover…
europepmc
2026
置信度 0.80
-
Early and accurate detection of plant leaf diseases is an essential requirement for precision agriculture, given their severe impact on global food security. While much has been done recently, many deep learning-based approaches will still fail in real-world t…
europepmc
2026
置信度 0.80
-
Tea ( Camellia sinensis ) is one of the most widely consumed beverages worldwide and a crop of enduring cultural, economic, and scientific significance. Although many studies has examined cultivation and trade, no previous review has integrated tea’s long-term…
europepmc
Muhammet Yildiz, Mehmet Ali Mert, Sheikh Mansoor
2026
置信度 0.80
-
Abstract The agricultural sector in South Africa is highly mechanized but has become increasingly vulnerable to the risks of droughts and other unpredictable extreme weather events, owing to the country’s semi-arid climate. In the context of global warming, th…
europepmc
2026
置信度 0.80
-
Accurate field-scale meteorological information is required for precision agriculture, but operational numerical weather prediction products remain spatially coarse and cannot resolve local microclimate variability. This study proposes a data fusion superresol…
europepmc
Jiří Pihrt, Petr Šimánek, Miroslav Čepek, Karel Charvát 等
2026
置信度 0.80
-
This study evaluates the performance of LiDAR sensing and UAV photogrammetry for three-dimensional canopy reconstruction and structural parameter estimation in precision agriculture. Experiments were conducted in Sicily (Italy) on Moringa oleifera Lam. and Fic…
europepmc
2026
置信度 0.80
-
pubmed
Biswas A, Asim Biswas
2025
置信度 0.82
-
A new generation of smart buildings and precision agriculture is evolving through the integration of cyber–physical systems (CPS), which combine IoT sensors with machine learning (ML). As such, there is an implicit assumption made by researchers in most of the…
europepmc
Panagiotis Christias, Mariana Mocanu
2026
置信度 0.80
-
Abstract Cherry is widely cultivated but remains challenging to harvest due to economic and ecological constraints, especially in developing countries such as Pakistan. Climate change, limited use of technology, and foliar diseases worsened by pesticide use fu…
europepmc
2026
置信度 0.80
-
This paper presents a three-phase deep learning framework comprising (i) multi-modal data acquisition from drones and satellites, (ii) standardized pre-processing including interpolation for missing temporal data, and (iii) CNN-based feature extraction for rea…
europepmc
Atul Kumar Pal, B. D. K. Patro, Shshank Chaube
2026
置信度 0.80
-
Introduction Smart sensing is becoming central to plant science because it supports crop management decisions that reflect dynamic plant-environment interactions rather than field-level averages. Nitrogen fertilization is one of the most important decisions in…
europepmc
2026
置信度 0.80
-
The combination of unmanned aerial vehicle technology and deep learning has revolutionized precision agriculture by facilitating the monitoring of crops using UAVs. The current pest and weed detection methods have limitations in that they use individual neural…
europepmc
2026
置信度 0.80
-
Functional foods are transitioning from polyphenol-centric paradigms toward peptide-driven bioactivity derived from microbial fermentation. This review identifies Limosilactobacillus reuteri fermented brown rice as a potent source of multifunctional bioactive …
europepmc
2026
置信度 0.80
-
Weeds remain a major constraint to row-crop productivity, yet current deep learning approaches for UAV imagery often require extensive annotation, generalize poorly across fields, and provide limited interpretability. We investigate whether modern vision-langu…
europepmc
2025
置信度 0.80
-
Accurate field-scale meteorological information is required for precision agriculture, but operational numerical weather prediction products remain spatially coarse and cannot resolve local microclimate variability. This study proposes a data-fusion superresol…
europepmc
2025
置信度 0.80
-
Since the initial detection in dairy herds in March 2024, highly pathogenic avian influenza (HPAI) H5N1 has spread extensively in the United States, with over 1,000 confirmed cases in dairy cattle across 17 states. Data on within-herd transmission of H5N1 are …
europepmc
2026
置信度 0.80
-
Freeze damage presents a critical threat to agricultural productivity, resulting in substantial economic losses, especially in sensitive crops such as strawberries. Traditional methods for assessing freeze damage, including manual inspection, are time-consumin…
europepmc
2025
置信度 0.80
-
Abstract This study introduces a novel integrative framework for subsurface soil characterization in precision agriculture using multi-dimensional electrical resistivity imaging. Field surveys over a 25 m × 15 m test plot employed Wenner and Dipole–Dipole elec…
europepmc
2025
置信度 0.80
-
MYB transcription factors (TFs) are among the largest and most functionally diverse regulatory families in plants (Cao et al., 2020;Zhang et al., 2025a). Over the past two decades, they have been associated with a wide range of biological processes, including …
europepmc
2026
置信度 0.80
-
Climate change poses significant threats to global agricultural productivity, necessitating innovative strategies to ensure food security and ecological sustainability. One promising avenue lies in the deliberate design and deployment of synthetic microbiomes …
europepmc
2026
置信度 0.80
-
Effective wound management remains a critical challenge in modern medicine, requiring a delicate balance among infection control, hemostasis, and tissue regeneration. Biopolymer-based hydrogels have emerged as leading candidates for medical use due to their bi…
europepmc
2026
置信度 0.80
-
The development of biostimulants is undergoing a critical evolution, shifting from empirical applications toward precisely engineered solutions. However, this transition is hampered by fundamental gaps, inclusive of: (1) the absence of temporal-technological f…
europepmc
2025
置信度 0.80
-
Segmentation of vegetation from images is an important task in precision agriculture applications, particularly in challenging desert environments where sparse vegetation, varying soil colors, and strong shadows pose significant difficulties. In this paper, we…
europepmc
2025
置信度 0.80
-
Male sterility is a vital trait exploited in hybrid seed production to boost crop yield and improve quality. In rice, different male sterility systems have been developed, significantly advancing the production of high-yielding hybrids. The three main types of…
europepmc
2025
置信度 0.80
-
This article presents a carefully curated dataset of mango leaves, collected from the northern regions of Bangladesh, specifically from Naogaon District, a major mango-producing area. Bangladesh, known for its agriculture, frequently faces leaf diseases that i…
europepmc
2026
置信度 0.80
-
Background Accurate identification of visible disease symptoms is essential for the sustainable management of tea ( Camellia sinensis ) cultivation. However, balancing high diagnostic accuracy with the computational efficiency required for deployment on agricu…
europepmc
2026
置信度 0.80
-
Effective pest management requires accurate and continuous monitoring. This monitoring helps assess population dynamics and guides the development of integrated pest management strategies. Traps used to capture insects are an alternative applied to various cro…
europepmc
2026
置信度 0.80
-
Heat stress (HS) suppresses voluntary feed intake in lactating sows, yet individual-level characterization of indoor and outdoor Temperature-Humidity Index (THI) linked to feed intake is rare in Mediterranean commercial settings. This prospective observational…
europepmc
2026
置信度 0.80
-
Coffee is one of the most valuable crops in the world (FAO 2025), and it provides a livelihood for more than 125 million people worldwide (Sachs et al. 2019). The genus Coffea belongs to the Rubiaceae family and comprises 131 described species (Ramalho et al. …
europepmc
2026
置信度 0.80
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Plant volatile organic compounds (VOCs) represent one of the most dynamic and integrative biochemical signaling systems linking molecular plant stress responses to ecosystem-level processes. This review provides an integrative cross-scale framework for underst…
europepmc
2026
置信度 0.80
-
phenylpropanoids, and saponins, which have pharmaceutical, nutraceutical, and therapeutic 5 applications (El-Saadony et al., 2025). However, as climate change, resource scarcity and unsustainable 6 harvesting practices accelerate habitat destruction (Latif & N…
europepmc
2026
置信度 0.80
-
The convergence of Big Data and Artificial Intelligence (AI) is redefining animal nutrition by enabling precision feeding systems that are individualized, data-driven, and sustainability-oriented. This review synthesizes recent advances in multi-omics technolo…
europepmc
2026
置信度 0.80
-
Fermented foods have long been recognized for their significant contributions to human health, particularly in enhancing gastrointestinal functionality, increasing microbial diversity, and improving nutrient bioavailability. In recent years, the intersection o…
europepmc
2026
置信度 0.80
-
Unmanned Aerial Vehicle (UAV), as a new generation of intelligent equipment, has gradually become an essential tool across multiple industries due to its high maneuverability and strong task adaptability. UAV payload technology (UPT) serves as a key support fo…
europepmc
2025
置信度 0.80
-
Accurate instance segmentation of lychee canopy regions is fundamental for precision orchard management. UAV-based monitoring faces a critical dilemma: the heavy computation required for complex canopy features conflicts with the limited resources of edge devi…
europepmc
2026
置信度 0.80
-
Intermittent fasting (IF) has gained popularity as a weight-loss strategy. Because muscle mass naturally declines with age, concerns arise about effects on fat-free mass (FFM) in aging populations. The objective of this review was to explore the current eviden…
europepmc
2026
置信度 0.80
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Building on the thematic foundation established in the first volume of this Special Issue-namely, leveraging spectral technologies (from proximal sensing to unmanned aerial vehicle (UAV) and satellite platforms) to advance precision agriculture and forestry-th…
europepmc
2025
置信度 0.80
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Global climate change is negatively impacting honeybee production and productivity, threatening survival, health, and pollination functions which are vital for agriculture and biodiversity. Thus, this study employed integrated machine learning and geospatial m…
europepmc
2026
置信度 0.80
-
Water scarcity poses a critical challenge to Iraqi agriculture, threatening food security and economic stability. This study develops an AI-driven precision irrigation framework for Iraq using real climate data from World Bank (2018-2023) and agricultural stat…
europepmc
Mohammad Khalaf Rahim Al-juaifari
2025
置信度 0.80
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Introduction The increase in Artificial Intelligence (AI) and sensor data driven Precision Agriculture (PA) technologies show promise to improve efficiencies in agricultural production systems and decrease adverse impacts of agriculture on environment compared…
europepmc
2026
置信度 0.80
-
Vulnerability of potato crops to diseases and pest infestation can affect its quality and lead to significant yield losses. Timely detection of such diseases can help take effective decisions. For this purpose, a deep learning-based object detection framework …
europepmc
2026
置信度 0.80
-
Precision farming enables farmers to make informed decisions regarding fertilization, irrigation, and harvesting by leveraging IoT-enabled sensors that collect real-time data on moisture, temperature, soil nutrients, and other environmental factors. Wireless S…
europepmc
2025
置信度 0.80
-
Tomato cultivation management requires decisions that depend on growth stage, environment, and production scenarios. Retrieval-augmented generation (RAG) can ground large language model (LLM) outputs in external knowledge, but conventional retrieval often igno…
europepmc
2026
置信度 0.80
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The spread of plant diseases in important crops that influence the economy, particularly in Asia, such as tomatoes, coffee, cucumbers, olives, and wheat, poses a serious threat to agricultural production and global food security. Traditional detection methods …
europepmc
2026
置信度 0.80
-
Agriculture currently faces the dual pressures of ensuring global food security and adapting to rapid climate change. To cope with these challenges, researchers have introduced several modern mechanization technologies, including advanced farm machinery, auton…
europepmc
2026
置信度 0.80
-
Weed infestation significantly threatens crop productivity and quality, highlighting the need for accurate and scalable monitoring approaches. Recent advances in unmanned aerial vehicle (UAV) remote sensing and deep learning provide promising tools for field-s…
europepmc
2026
置信度 0.80
-
The agricultural sector, a vital industry for human survival and a primary source of food and raw materials, faces increasing pressure due to global population growth and environmental strains. Productivity, efficiency, and sustainability constraints are preve…
europepmc
2026
置信度 0.80
-
Transpiration is fundamental to plant life, yet its rhythms remain difficult to resolve because conventional sensing approaches perturb stomatal boundary layers, are limited to localized readouts, and struggle to reconcile moisture responsiveness with stable p…
europepmc
2026
置信度 0.80