Leaderboards/Spectroscopy and Chemometric Analyses

Spectroscopy and Chemometric Analyses

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
J. G. Horsfall
Unknown
2
Rahim Azadnia
University of Tehran
3
Zhuowen Deng
State Key Laboratory of Food Science and Technology
4
Ranjan Sapkota
Cornell University
5
Shuaipeng Fei
Chinese Academy of Agricultural Sciences
6
Canh Nguyen
University of Central Missouri
7
Zheli Wang
Beijing Academy of Agricultural and Forestry Sciences
8
Xinna Jiang
Xi'an Jiaotong University
9
Zhizhong Sun
Zhejiang University
10
V. G. Dhanya
Sugarcane Breeding Institute

Papers

1
An Improved Grading System for Measuring Plant Diseases
Phytopathology|2025
873 cit.
2
Comparing YOLOv8 and Mask R-CNN for instance segmentation in complex orchard environments
Artificial Intelligence in Agriculture|2024
174 cit.
3
Publication in Trends in Food Science & Technology (2024) [149 citations, W4391053949]
Trends in Food Science & Technology|2024
149 cit.
4
AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges
SuperIntelligence - Robotics - Safety & Alignment|2025
128 cit.
5
AI Agents vs. Agentic AI: A Conceptual taxonomy, applications and challenges
Information Fusion|2025
111 cit.
6
Publication in Trends in Food Science & Technology (2025) [58 citations, W4410204404]
Trends in Food Science & Technology|2025
58 cit.
7
Immature Green Apple Detection and Sizing in Commercial Orchards Using YOLOv8 and Shape Fitting Techniques
IEEE Access|2024
49 cit.
8
Synthetic meets authentic: Leveraging LLM generated datasets for YOLO11 and YOLOv10-based apple detection through machine vision sensors
Smart Agricultural Technology|2024
48 cit.
9
Detection of Insect-Damaged Maize Seed Using Hyperspectral Imaging and Hybrid 1D-CNN-BiLSTM Model
Infrared Physics & Technology|2024
44 cit.
10
Publication in Food Chemistry (2025) [38 citations, W4406416170]
Food Chemistry|2025
38 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
Elena Tuzhilina
Stanford University
2
Cheng Chen
People's Hospital of Xinjiang Uygur Autonomous Region
3
Chunwang Dong
Shandong Academy of Agricultural Sciences
4
Bin Wang
Beijing Jiaotong University
5
Shuxiang Fan
Beijing Academy of Agricultural and Forestry Sciences
6
Emine Uçar
Izmir University
7
Ce Yang
University of Minnesota
8
Jianping Tian
Sichuan University of Science and Engineering
9
Xin Zhou
Jiangsu University
10
Suneet Gupta
University of Petroleum and Energy Studies

Papers

1
Principal component analysis
Nature Reviews Methods Primers|2022
1.5k cit.
2
Real-time defects detection for apple sorting using NIR cameras with pruning-based YOLOV4 network
Computers and Electronics in Agriculture|2022
169 cit.
3
A lightweight tea bud detection model based on Yolov5
Computers and Electronics in Agriculture|2023
97 cit.
4
Advancing precision agriculture: The potential of deep learning for cereal plant head detection
Computers and Electronics in Agriculture|2023
72 cit.
5
Nondestructive detection and visualization of protein oxidation degree of frozen-thawed pork using fluorescence hyperspectral imaging
Meat Science|2022
64 cit.
6
MDFNet: application of multimodal fusion method based on skin image and clinical data to skin cancer classification
Journal of Cancer Research and Clinical Oncology|2022
63 cit.
7
Non‐destructive prediction of total soluble solids and titratable acidity in Kyoho grape using hyperspectral imaging and deep learning algorithm
International Journal of Food Science & Technology|2022
61 cit.
8
HCCANet: histopathological image grading of colorectal cancer using CNN based on multichannel fusion attention mechanism
Scientific Reports|2022
57 cit.
9
A Tea Buds Counting Method Based on YOLOv5 and Kalman Filter Tracking Algorithm
Plant Phenomics|2023
56 cit.
10
Wheat Spike Detection and Counting in the Field Based on SpikeRetinaNet
Frontiers in Plant Science|2022
53 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
Da‐Wen Sun
University College Dublin
2
Yong He
Zhejiang University
3
Paul Geladi
Swedish University of Agricultural Sciences
4
Terrence J. Sejnowski
Salk Institute for Biological Studies
5
Romá Tauler
Institute of Environmental Assessment and Water Research
6
Yukihiro Ozaki
Kwansei Gakuin University
7
Yi‐Zeng Liang
Central South University
8
Lennart Eriksson
Karolinska University Hospital
9
Søren Balling Engelsen
University of Copenhagen
10
John F. MacGregor
McMaster University

Papers

1
Principal component analysis
Chemometrics and Intelligent Laboratory Systems|1987
11.5k cit.
2
PLS-regression: a basic tool of chemometrics
Chemometrics and Intelligent Laboratory Systems|2001
9.7k cit.
3
An Information-Maximization Approach to Blind Separation and Blind Deconvolution
Neural Computation|1995
9.2k cit.
4
Partial least-squares regression: a tutorial
Analytica Chimica Acta|1986
6.9k cit.
5
A Learning Algorithm for Boltzmann Machines*
Cognitive Science|1985
3.3k cit.
6
Removing electroencephalographic artifacts by blind source separation
Psychophysiology|2000
3.2k cit.
7
Review of the most common pre-processing techniques for near-infrared spectra
TrAC Trends in Analytical Chemistry|2009
2.9k cit.
8
Reliability of Spike Timing in Neocortical Neurons
Science|1995
2k cit.
9
Independent Component Analysis Using an Extended Infomax Algorithm for Mixed Subgaussian and Supergaussian Sources
Neural Computation|1999
2k cit.
10
Independent Component Analysis of Electroencephalographic Data
Unknown Journal|1995
1.9k cit.

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