Ioannis Malounas

774 total citations · 2 hit papers
12 papers, 507 citations indexed

About

Ioannis Malounas is a scholar working on Plant Science, Ecology and Analytical Chemistry. According to data from OpenAlex, Ioannis Malounas has authored 12 papers receiving a total of 507 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Plant Science, 8 papers in Ecology and 6 papers in Analytical Chemistry. Recurrent topics in Ioannis Malounas's work include Smart Agriculture and AI (9 papers), Remote Sensing in Agriculture (7 papers) and Spectroscopy and Chemometric Analyses (6 papers). Ioannis Malounas is often cited by papers focused on Smart Agriculture and AI (9 papers), Remote Sensing in Agriculture (7 papers) and Spectroscopy and Chemometric Analyses (6 papers). Ioannis Malounas collaborates with scholars based in Greece, Germany and Ireland. Ioannis Malounas's co-authors include Spyros Fountas, Nikos Mylonas, Efthymios Rodias, E.J. Pekkeriet, Borja Espejo-García, Manuela Zude-Sasse, Ming Zhao, Dimitrios Argyropoulos, Kaveh Mollazade and Aoife Gowen and has published in prestigious journals such as SHILAP Revista de lepidopterología, Sensors and Frontiers in Plant Science.

In The Last Decade

Ioannis Malounas

12 papers receiving 478 citations

Hit Papers

Agricultural Robotics for Field Operations 2020 2026 2022 2024 2020 2022 50 100 150 200
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.

  1. Agricultural Robotics for Field Operations
    2020 221 citations Spyros Fountas, Nikos Mylonas et al. Sensors profile →
  2. Application of hyperspectral imaging systems and artificial intelligence for quality assessment of fruit, vegetables and mushrooms: A review
    2022 122 citations Kaveh Mollazade, Ioannis Malounas et al. Biosystems Engineering profile →

Peers

Ioannis Malounas
Nikos Mylonas Greece
Longzhe Quan China
Junxiong Zhang China
Yali Feng China
Ferhat Kurtulmuş Türkiye
Gerie W.A.M. van der Heijden Netherlands
Zhenchao Wu China
Pieter M. Blok Netherlands
Zhihao Liu China
Nikos Mylonas Greece
Ioannis Malounas
Citations per year, relative to Ioannis Malounas Ioannis Malounas (= 1×) peers Nikos Mylonas

Countries citing papers authored by Ioannis Malounas

Since Specialization
Citations

This map shows the geographic impact of Ioannis Malounas'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 Ioannis Malounas with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ioannis Malounas more than expected).

Fields of papers citing papers by Ioannis Malounas

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ioannis Malounas. 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 Ioannis Malounas. The network helps show where Ioannis Malounas may publish in the future.

Co-authorship network of co-authors of Ioannis Malounas

This figure shows the co-authorship network connecting the top 25 collaborators of Ioannis Malounas. A scholar is included among the top collaborators of Ioannis Malounas 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 Ioannis Malounas. Ioannis Malounas is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

12 of 12 papers shown
1.
Malounas, Ioannis, et al.. (2024). Testing the suitability of automated machine learning, hyperspectral imaging and CIELAB color space for proximal in situ fertilization level classification. SHILAP Revista de lepidopterología. 8. 100437–100437. 10 indexed citations
2.
Malounas, Ioannis, Borja Espejo-García, Konstantinos G. Arvanitis, & Spyros Fountas. (2024). Evaluation of a hyperspectral image pipeline toward building a generalisation capable crop dry matter content prediction model. Biosystems Engineering. 247. 153–161. 2 indexed citations
3.
Malounas, Ioannis, Γεώργιος Παλιούρας, Dimosthenis Nikolopoulos, et al.. (2024). Early detection of broccoli drought acclimation/stress in agricultural environments utilizing proximal hyperspectral imaging and AutoML. SHILAP Revista de lepidopterología. 8. 100463–100463. 10 indexed citations
4.
Malounas, Ioannis, et al.. (2024). SpectroFood dataset: A comprehensive fruit and vegetable hyperspectral meta-dataset for dry matter estimation. Data in Brief. 52. 110040–110040. 8 indexed citations
5.
Fountas, Spyros, et al.. (2022). AI-Assisted Vision for Agricultural Robots. AgriEngineering. 4(3). 674–694. 26 indexed citations
6.
Mollazade, Kaveh, Ioannis Malounas, Manuela Zude-Sasse, et al.. (2022). Application of hyperspectral imaging systems and artificial intelligence for quality assessment of fruit, vegetables and mushrooms: A review. Biosystems Engineering. 222. 156–176. 122 indexed citations breakdown →
7.
Espejo-García, Borja, Ioannis Malounas, Nikos Mylonas, Aikaterini Kasimati, & Spyros Fountas. (2022). Using EfficientNet and transfer learning for image-based diagnosis of nutrient deficiencies. Computers and Electronics in Agriculture. 196. 106868–106868. 43 indexed citations
8.
9.
Mylonas, Nikos, et al.. (2021). Eden Library: A long-term database for storing agricultural multi-sensor datasets from UAV and proximal platforms. SHILAP Revista de lepidopterología. 2. 100028–100028. 14 indexed citations
10.
Espejo-García, Borja, et al.. (2021). Testing the Suitability of Automated Machine Learning for Weeds Identification. SHILAP Revista de lepidopterología. 2(1). 34–47. 16 indexed citations
11.
Psiroukis, Vasilis, et al.. (2021). Monitoring of free-range rabbits using aerial thermal imaging. SHILAP Revista de lepidopterología. 1. 100002–100002. 17 indexed citations
12.
Fountas, Spyros, et al.. (2020). Agricultural Robotics for Field Operations. Sensors. 20(9). 2672–2672. 221 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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