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2,058 Results Found

  • Review
  • Open Access
44 Citations
10,421 Views
15 Pages

25 August 2020

Climate-smart agriculture is an approach for developing agricultural strategies to modernize agricultural systems using digital techniques, aiming for sustainable agriculture and ensuring food security under climate change. This article provides a sy...

  • Review
  • Open Access
23 Citations
5,767 Views
26 Pages

4 November 2024

Neuromorphic computing has received more and more attention recently since it can process information and interact with the world like the human brain. Agriculture is a complex system that includes many processes of planting, breeding, harvesting, pr...

  • Review
  • Open Access
175 Citations
66,635 Views
32 Pages

Smart Sensors and Smart Data for Precision Agriculture: A Review

  • Abdellatif Soussi,
  • Enrico Zero,
  • Roberto Sacile,
  • Daniele Trinchero and
  • Marco Fossa

21 April 2024

Precision agriculture, driven by the convergence of smart sensors and advanced technologies, has emerged as a transformative force in modern farming practices. The present review synthesizes insights from a multitude of research papers, exploring the...

  • Article
  • Open Access
11 Citations
5,457 Views
26 Pages

Quadcopters in Smart Agriculture: Applications and Modelling

  • Katia Karam,
  • Ali Mansour,
  • Mohamad Khaldi,
  • Benoit Clement and
  • Mohammad Ammad-Uddin

9 October 2024

Despite technological growth and worldwide advancements in various fields, the agriculture sector continues to face numerous challenges such as desertification, environmental pollution, resource scarcity, and the excessive use of pesticides and inorg...

  • Review
  • Open Access
62 Citations
9,293 Views
27 Pages

Arrowhead Technology for Digitalization and Automation Solution: Smart Cities and Smart Agriculture

  • Ioana Marcu,
  • George Suciu,
  • Cristina Bălăceanu,
  • Alexandru Vulpe and
  • Ana-Maria Drăgulinescu

6 March 2020

The Internet of Things (IoT) concept has met requirements for security and reliability in domains like automotive industry, food industry, as well as precision agriculture. Furthermore, System of Systems (SoS) expands the use of local clouds for the...

  • Article
  • Open Access
54 Citations
7,509 Views
18 Pages

An Internet of Things Solution for Smart Agriculture

  • Gianfranco Gagliardi,
  • Marco Lupia,
  • Gianni Cario,
  • Francesco Cicchello Gaccio,
  • Vincenzo D’Angelo,
  • Antonio Igor Maria Cosma and
  • Alessandro Casavola

26 October 2021

Over the last decade, the increased use of information and communication technology (ICT) in agriculture applications has led to the definition of the concept of precision farming or equivalently smart agriculture. In this respect, the latest progres...

  • Review
  • Open Access
19 Citations
13,060 Views
41 Pages

AI and Related Technologies in the Fields of Smart Agriculture: A Review

  • Fotis Assimakopoulos,
  • Costas Vassilakis,
  • Dionisis Margaris,
  • Konstantinos Kotis and
  • Dimitris Spiliotopoulos

2 February 2025

The integration of cutting-edge technologies—such as the Internet of Things (IoT), artificial intelligence (AI), machine learning (ML), and various emerging technologies—is revolutionizing agricultural practices, enhancing productivity, s...

  • Proceeding Paper
  • Open Access
23 Citations
5,877 Views
5 Pages

A Smart Farming System for Circular Agriculture

  • Aristotelis C. Tagarakis,
  • Christos Dordas,
  • Maria Lampridi,
  • Dimitrios Kateris and
  • Dionysis Bochtis

24 November 2021

Agricultural activities such as fertilization and other crop management techniques contribute to greenhouse gas emissions and pollution; the cost of such activities is considerably high, with nitrogen pollution costing the EU up to 320 billion euros...

  • Feature Paper
  • Review
  • Open Access
47 Citations
9,957 Views
23 Pages

6G-Enabled Smart Agriculture: A Review and Prospect

  • Fan Zhang,
  • Yu Zhang,
  • Weidang Lu,
  • Yuan Gao,
  • Yi Gong and
  • Jiang Cao

8 September 2022

As human society develops, the population is growing explosively and water and land resources are gradually being exhausted due to pollution. Smart agriculture is regarded as having an essential role in addressing the above challenges. Smart agricult...

  • Perspective
  • Open Access
50 Citations
9,627 Views
8 Pages

31 March 2019

Agricultural researchers have developed a number of agricultural technologies and practices, known collectively as climate-smart agriculture (CSA), as part of climate change adaptation and mitigation efforts. Development practitioners invest in scali...

  • Article
  • Open Access
9 Citations
2,910 Views
20 Pages

15 April 2024

With the increasing concern about climate change and its impacts on agriculture, understanding the dynamics of greenhouse gas (GHG) emissions in the European Union (EU) agricultural sector is essential for devising effective mitigation strategies. Th...

  • Article
  • Open Access
7 Citations
7,328 Views
19 Pages

The application of smart agriculture is increasingly becoming a critical force in transforming the traditional methods of agricultural production in China. This change, based on technological innovation, is essential to promoting a sustainable produc...

  • Article
  • Open Access
12 Citations
6,655 Views
15 Pages

Analysis of the Development Status and Prospect of China’s Agricultural Sensor Market under Smart Agriculture

  • Ning Sun,
  • Beibei Fan,
  • Yahui Ding,
  • Yuanjinsheng Liu,
  • Yuyun Bi,
  • Patience Afi Seglah and
  • Chunyu Gao

21 March 2023

Agricultural sensors are essential technologies for smart agriculture, which can transform non-electrical physical quantities such as environmental factors. The ecological elements inside and outside of plants and animals are converted into electrica...

  • Article
  • Open Access
89 Citations
13,361 Views
8 Pages

Climate change and food security are critical topics in sustainable agricultural development. The climate-smart agriculture initiative proposed by the Food and Agriculture Organization of the United Nations has attracted international attention. Smar...

  • Article
  • Open Access
12 Citations
6,650 Views
24 Pages

Climate-Smart Agriculture in Iran: Strategies, Constraints and Drivers

  • Payam Memarbashi,
  • Gholamreza Mojarradi and
  • Marzieh Keshavarz

23 November 2022

Although climate-smart agriculture can simultaneously decline greenhouse gas emissions, increase the adaptive capacity of farmers and improve food security under climate change, constraints and drivers of scaling up are not entirely addressed in deve...

  • Review
  • Open Access
66 Citations
57,600 Views
25 Pages

Smart Irrigation Systems in Agriculture: A Systematic Review

  • David Vallejo-Gómez,
  • Marisol Osorio and
  • Carlos A. Hincapié

25 January 2023

This research aims to carry out a systematic review of the available literature about smart irrigation systems. It will be focused on systems using artificial intelligence techniques in urban and rural agriculture for soil crops to identify those tha...

  • Systematic Review
  • Open Access
269 Views
40 Pages

A Review of Drones in Smart Agriculture: Issues, Models, Trends, and Challenges

  • Javier Gamboa-Cruzado,
  • Jhon Estrada-Gutierrez,
  • Cesar Bustos-Romero,
  • Cristina Alzamora Rivero,
  • Jorge Nolasco Valenzuela,
  • Carlos Andrés Tavera Romero,
  • Juan Gamarra-Moreno and
  • Flavio Amayo-Gamboa

4 January 2026

This systematic literature review examines the rapid growth of research on the use of drones applied to smart agriculture, a key field for the digital and sustainable transformation of the agricultural sector. The study aimed to synthesize the curren...

  • Article
  • Open Access
42 Citations
4,977 Views
21 Pages

29 October 2020

Internet of Things (IoT) provides a diverse platform to automate things where smart agriculture is one of the most promising concepts in the field of Internet of Agriculture Things (IoAT). Due to the requirements of more processing power for computat...

  • Article
  • Open Access
232 Views
25 Pages

New Theory Agriculture and Smart Agriculture as Contexts for Learning: A Structural Equation Model of Mathematical Literacy and Community Learning

  • Anek Putthidech,
  • Amnaj Sookjam,
  • Wannaporn Suthon,
  • Varit Kankaew,
  • Sangtong Boonying,
  • Suwit Somsuphaprungyos and
  • Parinya Natho

This study explores the interconnections between new farming practices, smart agricultural technology, mathematical skills, data-driven decision-making, and community learning in areas commonly affected by drought. Using a statistical method known as...

  • Review
  • Open Access
1,970 Views
41 Pages

Research Status and Development Trends of Artificial Intelligence in Smart Agriculture

  • Chuang Ge,
  • Guangjian Zhang,
  • Yijie Wang,
  • Dandan Shao,
  • Xiangjin Song and
  • Zhaowei Wang

28 October 2025

Artificial Intelligence (AI) is a key technological enabler for the transition of agricultural production and management from experience-driven to data-driven, continuously advancing modern agriculture toward smart agriculture. This evolution ultimat...

  • Article
  • Open Access
22 Citations
8,640 Views
36 Pages

17 November 2022

Urban agriculture is the practice of growing food inside the city limits. Due to the exponential amount of data generated by information and technology-based farm management systems, we need proper methods to represent the data. The branch of artific...

  • Article
  • Open Access
1,410 Views
19 Pages

Farmdee-Mesook: An Intuitive GHG Awareness Smart Agriculture Platform

  • Mongkol Raksapatcharawong and
  • Watcharee Veerakachen

24 July 2025

Climate change presents urgent and complex challenges to agricultural sustainability and food security, particularly in regions reliant on resource-intensive staple crops. Smart agriculture—through the integration of crop modeling, satellite re...

  • Review
  • Open Access
20 Citations
5,991 Views
23 Pages

Smart Agriculture and Greenhouse Gas Emission Mitigation: A 6G-IoT Perspective

  • Sofia Polymeni,
  • Dimitrios N. Skoutas,
  • Panagiotis Sarigiannidis,
  • Georgios Kormentzas and
  • Charalabos Skianis

Smart farming has emerged as a promising approach to address the agriculture industry’s significant contribution to greenhouse gas (GHG) emissions. However, the effectiveness of current smart farming practices in mitigating GHG emissions remain...

  • Review
  • Open Access
22 Citations
14,663 Views
23 Pages

The management of water resources is becoming increasingly important in several contexts, including agriculture. Recently, innovative agricultural practices, advanced sensors, and Internet of Things (IoT) devices have made it possible to improve the...

  • Review
  • Open Access
4 Citations
4,424 Views
39 Pages

The rise of smart precision weeding driven by Fifth Industrial Revolution (5IR) technologies symbolizes a quantum leap in sustainable agriculture. The modern weeding systems are becoming promisingly efficient, intelligently autonomous, and environmen...

  • Review
  • Open Access
130 Citations
25,064 Views
38 Pages

Enhancing Smart Agriculture by Implementing Digital Twins: A Comprehensive Review

  • Nikolaos Peladarinos,
  • Dimitrios Piromalis,
  • Vasileios Cheimaras,
  • Efthymios Tserepas,
  • Radu Adrian Munteanu and
  • Panagiotis Papageorgas

11 August 2023

Digital Twins serve as virtual counterparts, replicating the characteristics and functionalities of tangible objects, processes, or systems within the digital space, leveraging their capability to simulate and forecast real-world behavior. They have...

  • Review
  • Open Access
39 Citations
18,996 Views
28 Pages

Agrivoltaics: A Climate-Smart Agriculture Approach for Indian Farmers

  • Rakeshkumar Mahto,
  • Deepak Sharma,
  • Reshma John and
  • Chandrasekhar Putcha

20 November 2021

India is a leader when it comes to agriculture. A significant part of the country’s population depends on agriculture for livelihood. However, many of them face challenges due to using unreliable farming techniques. Sometimes the challenges increase...

  • Article
  • Open Access
22 Citations
6,001 Views
15 Pages

Climate-Smart Agriculture: Sleeping Beauty of the Hungarian Agribusiness

  • Kinga Biró,
  • Mária Szalmáné Csete and
  • Bálint Németh

14 September 2021

Climate change and agriculture interact with each other in many ways and have a complex impact. The agriculture sector needs to be prepared to adapt to the expected effects of climate change, and emphasis must be placed on prevention to achieve emiss...

  • Review
  • Open Access
511 Citations
101,078 Views
26 Pages

The Path to Smart Farming: Innovations and Opportunities in Precision Agriculture

  • E. M. B. M. Karunathilake,
  • Anh Tuan Le,
  • Seong Heo,
  • Yong Suk Chung and
  • Sheikh Mansoor

Precision agriculture employs cutting-edge technologies to increase agricultural productivity while reducing adverse impacts on the environment. Precision agriculture is a farming approach that uses advanced technology and data analysis to maximize c...

  • Systematic Review
  • Open Access
65 Citations
9,894 Views
22 Pages

A Systematic Review of Blockchain Technology Adoption Barriers and Enablers for Smart and Sustainable Agriculture

  • Gopi Krishna Akella,
  • Santoso Wibowo,
  • Srimannarayana Grandhi and
  • Sameera Mubarak

Smart and sustainable agricultural practices are more complex than other industries as the production depends on many pre- and post-harvesting factors which are difficult to predict and control. Previous studies have shown that technologies such as b...

  • Article
  • Open Access
45 Citations
12,176 Views
21 Pages

Facilitating Change for Climate-Smart Agriculture through Science-Policy Engagement

  • Dhanush Dinesh,
  • Robert B. Zougmore,
  • Joost Vervoort,
  • Edmond Totin,
  • Philip K. Thornton,
  • Dawit Solomon,
  • Paresh B. Shirsath,
  • Valerien O. Pede,
  • Isabel Lopez Noriega and
  • Peter Läderach
  • + 6 authors

26 July 2018

Climate change impacts on agriculture have become evident, and threaten the achievement of global food security. On the other hand, the agricultural sector itself is a cause of climate change, and if actions are not taken, the sector might impede the...

  • Article
  • Open Access
28 Citations
4,402 Views
26 Pages

2 December 2022

The scientific basis for conceptualizing how farm households achieve the three climate-smart agriculture (CSA) pillars, the “triple benefit”, is not well developed. This paper examined the impacts of CSA innovations on simultaneously enha...

  • Review
  • Open Access
55 Citations
9,270 Views
23 Pages

Climate-Smart Agriculture Amidst Climate Change to Enhance Agricultural Production: A Bibliometric Analysis

  • Collins C. Okolie,
  • Gideon Danso-Abbeam,
  • Okechukwu Groupson-Paul and
  • Abiodun A. Ogundeji

24 December 2022

Climate change significantly impacts global agricultural productivity. Therefore, a more dynamic farming system is needed to enable farmers to better adapt to climate change while contributing to efforts to produce enough food to feed the growing wor...

  • Communication
  • Open Access
137 Citations
20,962 Views
14 Pages

1 July 2021

Modern sensors find their wide usage in a variety of applications such as robotics, navigation, automation, remote sensing, underwater imaging, etc. and in recent years the sensors with advanced techniques such as the artificial intelligence (AI) pla...

  • Review
  • Open Access
11 Citations
10,120 Views
26 Pages

Advancing Precision Agriculture Through Digital Twins and Smart Farming Technologies: A Review

  • Muhammad Awais,
  • Xiuquan Wang,
  • Sajjad Hussain,
  • Farhan Aziz and
  • Muhammad Qasim Mahmood

The agricultural sector is evolving with the adoption of smart farming technologies, where Digital Twins (DTs) offer new possibilities for real-time monitoring, simulation, and decision-making. While previous research has explored the Internet of Thi...

  • Article
  • Open Access
11 Citations
4,871 Views
14 Pages

11 February 2023

Smart agriculture refers to the specific performance of the smart economy in the field of agriculture; it is a form of agricultural smart economy and an important part of the smart economy. It has played a certain role in promoting rural revitalizati...

  • Article
  • Open Access
13 Citations
7,625 Views
30 Pages

25 May 2022

Demographic, economic, and environmental issues, including climate change events, aging population, growing urban-rural disparity, and the COVID-19 pandemic, contribute to vulnerabilities in agricultural production and food systems. South Korea has d...

  • Review
  • Open Access
4 Citations
2,109 Views
24 Pages

5 September 2024

Global food security has been significantly affected by climate change; hence, there is a need to come up with lasting and adaptable agricultural practices. The objective of this study is to understand the relationships between climate-smart agricult...

  • Review
  • Open Access
16 Citations
4,902 Views
15 Pages

NCs-Delivered Pesticides: A Promising Candidate in Smart Agriculture

  • Qiuli Hou,
  • Hanqiao Zhang,
  • Lixia Bao,
  • Zeyu Song,
  • Changpeng Liu,
  • Zhenqi Jiang and
  • Yang Zheng

2 December 2021

Pesticides have been used extensively in the field of plant protection to maximize crop yields. However, the long-term, unmanaged application of pesticides has posed severe challenges such as pesticide resistance, environmental contamination, risk in...

  • Article
  • Open Access
44 Citations
5,665 Views
26 Pages

13 June 2023

Internet of Things (IoT) technology has been incorporated into the majority of people’s everyday lives and places of employment due to the quick development in information technology. Modern agricultural techniques increasingly use the well-kno...

  • Article
  • Open Access
409 Citations
37,918 Views
20 Pages

Smart Water Management Platform: IoT-Based Precision Irrigation for Agriculture

  • Carlos Kamienski,
  • Juha-Pekka Soininen,
  • Markus Taumberger,
  • Ramide Dantas,
  • Attilio Toscano,
  • Tullio Salmon Cinotti,
  • Rodrigo Filev Maia and
  • André Torre Neto

11 January 2019

The smart management of freshwater for precision irrigation in agriculture is essential for increasing crop yield and decreasing costs, while contributing to environmental sustainability. The intense use of technologies offers a means for providing t...

  • Review
  • Open Access
78 Citations
10,817 Views
21 Pages

Seeding a Sustainable Future: Navigating the Digital Horizon of Smart Agriculture

  • Sakshi Balyan,
  • Harsita Jangir,
  • Shakti Nath Tripathi,
  • Arpita Tripathi,
  • Tripta Jhang and
  • Praveen Pandey

5 January 2024

Agriculture is essential to the existence of the human race, as well as the foundation of our civilization, because it provides food, fuel, fiber, and other resources necessary for survival; however, it is facing critical challenges due to anthropoge...

  • Article
  • Open Access
8 Citations
3,239 Views
20 Pages

A Microservice-Based Smart Agriculture System to Detect Animal Intrusion at the Edge

  • Jinpeng Miao,
  • Dasari Rajasekhar,
  • Shivakant Mishra,
  • Sanjeet Kumar Nayak and
  • Ramanarayan Yadav

16 August 2024

Smart agriculture stands as a promising domain for IoT-enabled technologies, with the potential to elevate crop quality, quantity, and operational efficiency. However, implementing a smart agriculture system encounters challenges such as the high lat...

  • Review
  • Open Access
114 Citations
21,687 Views
22 Pages

Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review

  • Hasyiya Karimah Adli,
  • Muhammad Akmal Remli,
  • Khairul Nizar Syazwan Wan Salihin Wong,
  • Nor Alina Ismail,
  • Alfonso González-Briones,
  • Juan Manuel Corchado and
  • Mohd Saberi Mohamad

5 April 2023

As the most popular technologies of the 21st century, artificial intelligence (AI) and the internet of things (IoT) are the most effective paradigms that have played a vital role in transforming the agricultural industry during the pandemic. The conv...

  • Review
  • Open Access
3 Citations
4,715 Views
30 Pages

Smart agriculture is transforming traditional farming by integrating advanced sensor-based systems, intelligent control technologies, and sustainable energy solutions to meet the growing global demand for food while reducing environmental impact. Thi...

  • Review
  • Open Access
6 Citations
6,951 Views
31 Pages

4 May 2025

The implementation of image recognition technology can significantly enhance the levels of automation and intelligence in smart agriculture. However, most researchers focused on its applications in medical imaging, industry, and transportation, while...

  • Article
  • Open Access
7 Citations
3,962 Views
17 Pages

17 May 2024

Agriculture contributes to the South African economy, but this sector is highly vulnerable to climate change risks. Smallholder maize farmers are specifically susceptible to climate change impacts. The maize crop plays a crucial role in the country&r...

  • Review
  • Open Access
10 Citations
10,372 Views
13 Pages

5 June 2024

Small-scale farmers in sub-Saharan Africa (SSA) need to adopt and consistently practice sustainable agriculture to ensure sustainable livelihoods and food security. However, the adverse effects of climate change are threatening the achievement of thi...

  • Review
  • Open Access
548 Citations
228,498 Views
26 Pages

Smart Farming: Internet of Things (IoT)-Based Sustainable Agriculture

  • Muthumanickam Dhanaraju,
  • Poongodi Chenniappan,
  • Kumaraperumal Ramalingam,
  • Sellaperumal Pazhanivelan and
  • Ragunath Kaliaperumal

21 October 2022

Smart farming is a development that has emphasized information and communication technology used in machinery, equipment, and sensors in network-based hi-tech farm supervision cycles. Innovative technologies, the Internet of Things (IoT), and cloud c...

  • Review
  • Open Access
159 Citations
13,785 Views
27 Pages

3 September 2021

Cloud Computing is a well-established paradigm for building service-centric systems. However, ultra-low latency, high bandwidth, security, and real-time analytics are limitations in Cloud Computing when analysing and providing results for a large amo...

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