Antonios Morellos

557 total citations · 1 hit paper
6 papers, 430 citations indexed

About

Antonios Morellos is a scholar working on Plant Science, Analytical Chemistry and Ecology. According to data from OpenAlex, Antonios Morellos has authored 6 papers receiving a total of 430 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Plant Science, 4 papers in Analytical Chemistry and 2 papers in Ecology. Recurrent topics in Antonios Morellos's work include Smart Agriculture and AI (4 papers), Spectroscopy and Chemometric Analyses (4 papers) and Remote Sensing in Agriculture (2 papers). Antonios Morellos is often cited by papers focused on Smart Agriculture and AI (4 papers), Spectroscopy and Chemometric Analyses (4 papers) and Remote Sensing in Agriculture (2 papers). Antonios Morellos collaborates with scholars based in Greece, Italy and Germany. Antonios Morellos's co-authors include Dimitrios Moshou, Georgios Tziotzios, Thomas Alexandridis, Xanthoula-Eirini Pantazi, Rebecca L. Whetton, Abdul Mounem Mouazen, Jens Wiebensohn, Ralf Bill, Xanthoula Eirini Pantazi and C. G. Orfanidou and has published in prestigious journals such as Remote Sensing, Computers and Electronics in Agriculture and Applied Sciences.

In The Last Decade

Antonios Morellos

5 papers receiving 419 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy

2016 373 citations Antonios Morellos, Xanthoula-Eirini Pantazi et al. Biosystems Engineering profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Antonios Morellos Greece	4	223	166	133	124	103	6	430
Georgios Tziotzios Greece	4	222 1.0×	167 1.0×	114 0.9×	124 1.0×	95 0.9×	7	413
Xanthoula-Eirini Pantazi Greece	6	246 1.1×	205 1.2×	221 1.7×	139 1.1×	154 1.5×	8	645
Michel Rabenarivo Madagascar	11	191 0.9×	131 0.8×	95 0.7×	97 0.8×	88 0.9×	15	424
Boyan Kuang United Kingdom	10	353 1.6×	219 1.3×	101 0.8×	153 1.2×	105 1.0×	14	525
Angela Guerrero Belgium	10	192 0.9×	82 0.5×	98 0.7×	58 0.5×	91 0.9×	15	342
Muhammad Abdul Munnaf Belgium	14	401 1.8×	199 1.2×	134 1.0×	177 1.4×	142 1.4×	29	638
Meihua Yang China	11	256 1.1×	142 0.9×	140 1.1×	161 1.3×	82 0.8×	30	551
Ziran Yuan China	9	171 0.8×	121 0.7×	76 0.6×	157 1.3×	147 1.4×	15	393
Renato Herrig Furlanetto Brazil	15	139 0.6×	219 1.3×	300 2.3×	54 0.4×	285 2.8×	42	557
Weichao Sun China	13	385 1.7×	224 1.3×	144 1.1×	357 2.9×	256 2.5×	27	770

Countries citing papers authored by Antonios Morellos

Since Specialization

Citations

This map shows the geographic impact of Antonios Morellos's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Antonios Morellos with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Antonios Morellos more than expected).

Fields of papers citing papers by Antonios Morellos

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Antonios Morellos. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Antonios Morellos. The network helps show where Antonios Morellos may publish in the future.

Co-authorship network of co-authors of Antonios Morellos

This figure shows the co-authorship network connecting the top 25 collaborators of Antonios Morellos. A scholar is included among the top collaborators of Antonios Morellos based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Antonios Morellos. Antonios Morellos is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

6 of 6 papers shown

1.

Morellos, Antonios, et al.. (2025). Forecasting of Fusarium head blight spatial distribution in winter wheat using machine learning. Computers and Electronics in Agriculture. 231. 109967–109967.

2.

Morellos, Antonios, Georgios Tziotzios, Xanthoula Eirini Pantazi, et al.. (2024). An IoT Transfer Learning-Based Service for the Health Status Monitoring of Grapevines. Applied Sciences. 14(3). 1049–1049. 5 indexed citations

3.

Morellos, Antonios, et al.. (2023). Investigation of Deep Learning Architectures for Disease Identification of Vines in Agricultural Environments. 122–127. 1 indexed citations

4.

Morellos, Antonios, et al.. (2022). Comparison of Deep Neural Networks in Detecting Field Grapevine Diseases Using Transfer Learning. Remote Sensing. 14(18). 4648–4648. 25 indexed citations

5.

Morellos, Antonios, Georgios Tziotzios, C. G. Orfanidou, et al.. (2020). Non-Destructive Early Detection and Quantitative Severity Stage Classification of Tomato Chlorosis Virus (ToCV) Infection in Young Tomato Plants Using Vis–NIR Spectroscopy. Remote Sensing. 12(12). 1920–1920. 26 indexed citations

6.

Morellos, Antonios, Xanthoula-Eirini Pantazi, Dimitrios Moshou, et al.. (2016). Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy. Biosystems Engineering. 152. 104–116. 373 indexed citations breakdown →

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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