Leaderboards/Smart Agriculture and AI

Smart Agriculture and AI

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Arpit Patidar
Unknown
2
Lakshin Pathak
Physical Research Laboratory
3
Shradha Pawar
Unknown
4
Tawseef Ayoub Shaikh
National Institute of Technology Srinagar
5
Ahmet Ekiz
Kocaeli Üniversitesi
6
J. G. Horsfall
Unknown
7
E. M. B. M. Karunathilake
Jeju National University
8
Abdennabi Morchid
Sidi Mohamed Ben Abdellah University
9
Amreen Abbas
Maulana Azad National Institute of Technology
10
Bin Yan
Henan University of Engineering

Rising Stars Papers

1
Using Machine Learning to Identify Diseases and Perform Sorting in Apple Fruit
International Journal of Innovative Science and Research Technology (IJISRT)|2024
963 cit.
2
IoT Solutions in Agriculture: Enhancing Efficiency and Productivity
International Journal of Innovative Science and Research Technology (IJISRT)|2024
960 cit.
3
Classifying Crop Leaf Diseases using Different Deep Learning Models with Transfer Learning
International Journal of Innovative Science and Research Technology (IJISRT)|2024
960 cit.
4
An Improved Grading System for Measuring Plant Diseases
Phytopathology|2025
873 cit.
5
High-technology agriculture system to enhance food security: A concept of smart irrigation system using Internet of Things and cloud computing
Journal of the Saudi Society of Agricultural Sciences|2024
121 cit.
6
IoT-based smart irrigation management system to enhance agricultural water security using embedded systems, telemetry data, and cloud computing
Results in Engineering|2024
111 cit.
7
IoT-enabled smart agriculture for improving water management: A smart irrigation control using embedded systems and Server-Sent Events
Scientific African|2024
59 cit.
8
Integrated internet of things (IoT) solutions for early fire detection in smart agriculture
Results in Engineering|2024
52 cit.
9
IoT-enabled fire detection for sustainable agriculture: A real-time system using flask and embedded technologies
Results in Engineering|2024
49 cit.
10
Fuzzy logic-based IoT system for optimizing irrigation with cloud computing: Enhancing water sustainability in smart agriculture
Smart Agricultural Technology|2025
49 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Yunchao Tang
Dongguan University of Technology
2
Vasit Sagan
Geospatial Research (United Kingdom)
3
Vinay Kukreja
Chitkara University
4
M. H. D. Nour Hindia
University of Malaya
5
Raphaël Canals
Xerox (France)
6
Zhaojian Li
Michigan State University
7
Hang Zhou
Beijing Jiaotong University
8
U. Srinivasulu Reddy
National Institute of Technology Tiruchirappalli
9
Jianlei Kong
Beijing Technology and Business University
10
Abir Chakravorty
Indian Institute of Technology Kharagpur

Emerging Leaders Papers

1
Using Machine Learning to Identify Diseases and Perform Sorting in Apple Fruit
International Journal of Innovative Science and Research Technology (IJISRT)|2024
963 cit.
2
Millet based Nutritious Powder for the Geriatric Population
International Journal of Innovative Science and Research Technology (IJISRT)|2024
959 cit.
3
Investigating Non-Newtonian Fluid Behavior in Hydrocyclones Via Computational Fluid Dynamics
International Journal of Innovative Science and Research Technology (IJISRT)|2024
958 cit.
4
YOLOWeeds: A novel benchmark of YOLO object detectors for multi-class weed detection in cotton production systems
Computers and Electronics in Agriculture|2023
277 cit.
5
3D vision technologies for a self-developed structural external crack damage recognition robot
Automation in Construction|2024
274 cit.
6
Fruit detection and positioning technology for a Camellia oleifera C. Abel orchard based on improved YOLOv4-tiny model and binocular stereo vision
Expert Systems with Applications|2022
250 cit.
7
Amalgamated convolutional long term network (CLTN) model for Lemon Citrus Canker Disease Multi-classification
2022 International Conference on Decision Aid Sciences and Applications (DASA)|2022
226 cit.
8
Novel visual crack width measurement based on backbone double-scale features for improved detection automation
Engineering Structures|2022
204 cit.
9
Automatic classification of asphalt pavement cracks using a novel integrated generative adversarial networks and improved VGG model
Engineering Structures|2023
137 cit.
10
Image Segmentation Techniques: Statistical, Comprehensive, Semi-Automated Analysis and an Application Perspective Analysis of Mathematical Expressions
Archives of Computational Methods in Engineering|2022
127 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Marcel Salathé
École Polytechnique Fédérale de Lausanne
2
Francesc X. Prenafeta‐Boldú
Institute of Agrifood Research and Technology
3
Yong He
Zhejiang University
4
Andrew Zisserman
Google (United States)
5
Defu Zhang
Guangdong Polytechnic of Science and Technology
6
Andraš Anderla
University of Novi Sad
7
Darko Stefanović
Ministry of Agriculture and Forestry
8
Won Suk Lee
Sungkyunkwan University
9
Xiangjun Zou
South China Robotics Innovative Research Institute
10
Cagatay Catal
Qatar University

Current Senior Leaders Papers

1
Using Deep Learning for Image-Based Plant Disease Detection
Frontiers in Plant Science|2016
4.6k cit.
2
Deep learning in agriculture: A survey
Computers and Electronics in Agriculture|2018
4.6k cit.
3
Automated Flower Classification over a Large Number of Classes
Unknown Journal|2008
3.2k cit.
4
Deep Neural Networks Based Recognition of Plant Diseases by Leaf Image Classification
Computational Intelligence and Neuroscience|2016
1.9k cit.
5
Crop yield prediction using machine learning: A systematic literature review
Computers and Electronics in Agriculture|2020
1.7k cit.
6
The rise of blockchain technology in agriculture and food supply chains
Trends in Food Science & Technology|2019
1.2k cit.
7
Theory and application of near infrared reflectance spectroscopy in determination of food quality
Trends in Food Science & Technology|2006
999 cit.
8
Total Recall: Automatic Query Expansion with a Generative Feature Model for Object Retrieval
Unknown Journal|2007
865 cit.
9
A high-resolution human contact network for infectious disease transmission
Proceedings of the National Academy of Sciences|2010
785 cit.
10
Single View Metrology
International Journal of Computer Vision|2000
619 cit.

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