Drone-Assisted Plant Disease Identification Using Artificial Intelligence: A Critical Review DOI Creative Commons
Hicham Slimani, Jamal El Mhamdi, Abdelilah Jilbab

et al.

International Journal of Computing and Digital Systems, Journal Year: 2023, Volume and Issue: 14(1), P. 10433 - 10446

Published: Oct. 20, 2023

Artificial intelligence has been incorporated into modern agriculture to increase agricultural output and resource efficiency.Utilizing deep learning, particularly convolutional neural networks, for recognizing diagnosing plant diseases is tempting.In parallel, drone integration in precision accelerated, providing new potential crop monitoring, map creation, targeted treatments.This study analyzes over 100 significant research articles published between 2018 2023, examining the interaction drones artificial identifying diseases.We begin by explaining value of sensor technology carefully mapping area.The various CNN architectures drone-based approaches essential precise illness detection diagnosis are then highlighted a thorough review.Our highlights how this combination can transform managed completely.This emphasizes conceptual underpinnings fusion, even if fulfilling promise needs additional investigation.In conclusion, we expect changing paths direct improvements field integrate AI, drones, pathology coherent framework with consequences.

Language: Английский

Future of industry 5.0 in society: human-centric solutions, challenges and prospective research areas DOI Creative Commons
Amr Adel

Journal of Cloud Computing Advances Systems and Applications, Journal Year: 2022, Volume and Issue: 11(1)

Published: Sept. 8, 2022

Abstract Industry 4.0 has been provided for the last 10 years to benefit industry and shortcomings; finally, time 5.0 arrived. Smart factories are increasing business productivity; therefore, limitations. In this paper, there is a discussion of opportunities as well limitations future research prospects. changing paradigm brings resolution since it will decrease emphasis on technology assume that potential progress based collaboration among humans machines. The industrial revolution improving customer satisfaction by utilizing personalized products. modern with paid technological developments, required gaining competitive advantages economic growth factory. paper aimed analyze applications 5.0. At first, definitions advanced technologies in revolution. There also enabled like healthcare, supply chain, production manufacturing, cloud etc. discussed big data analytics, Internet Things, collaborative robots, Blockchain, digital twins 6G systems. study included difficulties issues examined head comprehend caused organizations robots people assembly line.

Language: Английский

Citations

488

Agriculture and environmental management through nanotechnology: Eco-friendly nanomaterial synthesis for soil-plant systems, food safety, and sustainability DOI
Abdul Wahab, Murad Muhammad, Shahid Ullah

et al.

The Science of The Total Environment, Journal Year: 2024, Volume and Issue: 926, P. 171862 - 171862

Published: March 23, 2024

Language: Английский

Citations

67

Review on interactions between nanomaterials and phytohormones: Novel perspectives and opportunities for mitigating environmental challenges DOI
Dharmendra Kumar, Ritu Singh, Sudhir K. Upadhyay

et al.

Plant Science, Journal Year: 2023, Volume and Issue: 340, P. 111964 - 111964

Published: Dec. 28, 2023

Language: Английский

Citations

63

Bioinspired silver nanoparticle-based nanocomposites for effective control of plant pathogens: A review DOI
Dae Young Kim, Sanjay K. S. Patel, Kashif Rasool

et al.

The Science of The Total Environment, Journal Year: 2023, Volume and Issue: 908, P. 168318 - 168318

Published: Nov. 11, 2023

Language: Английский

Citations

49

Nanotechnology as a Promising Tool against Phytopathogens: A Futuristic Approach to Agriculture DOI Creative Commons
Manjit Kumar Ray, Awdhesh Kumar Mishra, Yugal Kishore Mohanta

et al.

Agriculture, Journal Year: 2023, Volume and Issue: 13(9), P. 1856 - 1856

Published: Sept. 21, 2023

It is crucial to increase agricultural yields fulfill the rising demand for food and security it provides a growing population. To protect human supplies outputs, disease management essential. Plant infections are silent enemy of economic crop production cross-border commerce goods, inflicting roughly 20–30% losses year. If accurately rapidly detected identified, this can be minimized, specialized treatment given. The current methods preventing plant diseases utterly dependent on agrochemicals, which have adverse effects ecosystem. By improving their solubility, lengthening shelf life, lowering toxicity, nanotechnology help reduce harmful pesticides fungicides in sustainable environmentally responsible way. Engineered nanoparticles used control either by using nanoparticle itself or as carrier antibiotics. Regardless many prospective benefits nanoparticles, few nanoparticle-based products been made commercially available use more widespread applications. For rapid accurate spotting diseases, combination systems with molecular diagnostics acts an alternative where detection may taken portable miniaturized appliance. minimizing application chemicals adopting quick identification infections, might sustainably minimize issues control. This review outlines tools techniques diagnosis explains how works, along prospects future protection.

Language: Английский

Citations

47

Nanofarming: Promising Solutions for the Future of the Global Agricultural Industry DOI Creative Commons
Hassan El-Ramady, Neama Abdalla,

Daniella Sári

et al.

Agronomy, Journal Year: 2023, Volume and Issue: 13(6), P. 1600 - 1600

Published: June 13, 2023

The agricultural sector is a vital source of human well-being that provides the necessities daily life. A variety farming systems are utilized in agriculture, such as wide range tillage options, no-till, agroforestry, precision farming, organic cover cropping, crop rotations, etc. Each these has unique challenges, and nanotechnology successfully improved on many them. Agricultural applications include nanofertilizers, nanopesticides, nanosensors, nanobiotechnology, nanoremediation. This study focuses application nano-farming technologies to different systems. Suggested practices nano improvement soil quality, nano-protection under biotic stress, nanoremediation polluted water environments, nanomanagement agro-wastes, nano-agrochemicals, nano-precision nanobiotechnology for modern farming. review also addresses expected problems may occur due over nanomaterials systems, nanopollution nanotoxicity agroecosystem compartments. Several dimensions emphasized this study, green energy, sustainable development, circular bioeconomy, land biodegradation, pollution, one health approach, essential global goals development. Nanofarming presents both benefits obstacles exact balance between challenges needs more study.

Language: Английский

Citations

44

Nanotechnology in sustainable agriculture: A double‐edged sword DOI

Kavita Shukla,

Vishnu Mishra, Jawahar Singh

et al.

Journal of the Science of Food and Agriculture, Journal Year: 2024, Volume and Issue: 104(10), P. 5675 - 5688

Published: Jan. 29, 2024

Abstract Nanotechnology is a rapidly developing discipline that has the potential to transform way we approach problems in variety of fields, including agriculture. The use nanotechnology sustainable agriculture gained popularity recent years. It various applications agriculture, such as development nanoscale materials and devices boost agricultural productivity, enhance food quality safety, improve efficiency water nutrient usage, reduce environmental pollution. proven be very beneficial this field, particularly delivery systems for agrochemicals pesticides, fertilizers, growth regulators. These technologies offer benefits over conventional systems, better penetration distribution, enhanced efficacy, lower impact. Encapsulating particles enables direct targeted site plant, thereby reducing waste minimizing off‐target effects. Plants are fundamental building blocks all ecosystems evaluating interaction between nanoparticles (NPs) plants crucial aspect risk assessment. This critical review therefore aims provide an overview latest advances regarding positive negative effects also explores future research directions focused on ensuring safe utilization NPs which could lead development. © 2024 Society Chemical Industry.

Language: Английский

Citations

22

Nanoparticles as catalysts of agricultural revolution: enhancing crop tolerance to abiotic stress: a review DOI Creative Commons

Yahan Cao,

Khalid G. Biro Turk,

N. Bibi

et al.

Frontiers in Plant Science, Journal Year: 2025, Volume and Issue: 15

Published: Jan. 17, 2025

Ensuring global food security and achieving sustainable agricultural productivity remains one of the foremost challenges contemporary era. The increasing impacts climate change environmental stressors like drought, salinity, heavy metal (HM) toxicity threaten crop worldwide. Addressing these demands development innovative technologies that can increase production, reduce impacts, bolster resilience agroecosystems against variation. Nanotechnology, particularly application nanoparticles (NPs), represents an approach to strengthen enhance sustainability agriculture. NPs have special physicochemical properties, including a high surface-area-to-volume ratio ability penetrate plant tissues, which enhances nutrient uptake, stress resistance, photosynthetic efficiency. This review paper explores how abiotic impact crops role in bolstering resistance challenges. main emphasis is on potential boost tolerance by triggering defense mechanisms, improving growth under stress, yield. demonstrated addressing key challenges, such as leaching, declining soil fertility, reduced yield due poor water management. However, applying must consider regulatory concerns, accumulation, non-target organisms, consumer perceptions NP-enhanced products. To mitigate land should be integrated with precision agriculture technologies, allowing targeted nano-fertilizers nano-pesticides. Although further research necessary assess their advantages address present promising cost-effective for enhancing future.

Language: Английский

Citations

3

Biosynthesis of TiO2 nanoparticles by Caricaceae (Papaya) shell extracts for antifungal application DOI Creative Commons
Abel Saka,

Yohannes Shifera,

Leta Tesfaye Jule

et al.

Scientific Reports, Journal Year: 2022, Volume and Issue: 12(1)

Published: Sept. 24, 2022

Abstract Titanium dioxide nanoparticles (TiO 2 NPs) were prepared by Caricaceae (Papaya) Shell extracts. The Nanoparticles analyzed UV–Vis spectrums, X-ray diffractions, and energy-dispersive X-rays spectroscopy analyses with a scanning electron microscope. An antifungal study was carried out for TiO NP in contradiction of S. sclerotiorums , R. necatrixs Fusarium classes that verified sophisticated inhibitions ratio (60.5%). Germs pea individually preserved numerous concentrations NPs. experience NPs (20%, 40%, 80% 100%), as well mechanisms instigated momentous alterations seed germinations, roots interval, shoot lengths, antioxidant enzymes, investigated. Associated controls, the supreme seeds plant growth perceived treatments Super-oxide dis-mutase catalase activities increased because treatments. This advocates may considerably change metabolisms germinations.

Language: Английский

Citations

59

Recent advances in aqueous virus removal technologies DOI Creative Commons
Hussein E. Al‐Hazmi,

Hanieh Shokrani,

Amirhossein Shokrani

et al.

Chemosphere, Journal Year: 2022, Volume and Issue: 305, P. 135441 - 135441

Published: June 25, 2022

Language: Английский

Citations

51