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Borja Espejo-García

Agricultural University of Athens

17H-index
26Paper Count
1.1KCitation Count
Published Papers 19
Publication Date
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Machine Learning to incorporate Root morphology with UAV multispectral imaging for yield and nitrogen prediction in cereals
errSmart Agricultural Technology
IF5.7
err2025-12-16
err0
errOAAI
errGeorge Papadopoulos; Borja Espejo-Garcia; Ioannis Zafeiriou; Evgenia Georgiou; Antonia Oikonomou; Antonios Mauroeides; Panteleimon Stavropoulos; Ioanna Kakabouki; Spyros Fountas; Dimitris Bilalis
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errSave
Foundation vision models in agriculture: DINOv2, LoRA and knowledge distillation for disease and weed identification
errComputers and Electronics in Agriculture
IF8.9
err2025-08-21
err0
PREAI
errBorja Espejo-Garcia; Ronja Güldenring; Lazaros Nalpantidis; Spyros Fountas
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errSave
Spectral bands vs. vegetation indices: An AutoML approach for processing tomato yield predictions based on Sentinel-2 imagery
errSMART AGRICULTURAL TECHNOLOGY
IF5.7
err2025-03-01
err0
errOAAI
errDarra, Nicoleta; Espejo-Garcia, Borja; Psiroukis, Vassilis; Psomiadis, Emmanouil; Fountas, Spyros
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errSave
Investigating the effect of different fine-tuning configuration scenarios on agricultural term extraction using BERT
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2024-10-01
err1
errOAAI
errPanoutsopoulos, Hercules; Espejo-Garcia, Borja; Raaijmakers, Stephan; Wang, Xu; Fountas, Spyros; Brewster, Christopher
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errSave
Top-tuning on transformers and data augmentation transferring for boosting the performance of weed identification
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2023-08-01
err8
PREAI
errEspejo-Garcia, Borja; Panoutsopoulos, Hercules; Anastasiou, Evangelos; Rodriguez-Rigueiro, Francisco Javier; Fountas, Spyros
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errSave
Can Satellites Predict Yield? Ensemble Machine Learning and Statistical Analysis of Sentinel-2 Imagery; Processing Tomato Yield Prediction
errSENSORS
IF3.5
err2023-02-26
err11
errOAAI
errDarra, Nicoleta; Espejo-Garcia, Borja; Kasimati, Aikaterini; Kriezi, Olga; Psomiadis, Emmanouil; Fountas, Spyros
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errSave
Eden Library: A long-term database for storing agricultural multi-sensor datasets from UAV and proximal platforms
errSMART AGRICULTURAL TECHNOLOGY
IF5.7
err2022-12-01
err14
PREAI
errMylonas, Nikos; Malounas, Ioannis; Mouseti, Sofia; Vali, Eleanna; Espejo-Garcia, Borja; Fountas, Spyros
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errSave
AI-Assisted Vision for Agricultural Robots
errAGRIENGINEERING
IF3
err2022-08-01
err22
errOAAI
errFountas, Spyros; Malounas, Ioannis; Athanasakos, Loukas; Avgoustakis, Ioannis; Espejo-Garcia, Borja
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errSave
Using EfficientNet and transfer learning for image-based diagnosis of nutrient deficiencies
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2022-05-01
err29
PREAI
errEspejo-Garcia, Borja; Malounas, Ioannis; Mylonas, Nikos; Kasimati, Aikaterini; Fountas, Spyros
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errSave
Predicting Grape Sugar Content under Quality Attributes Using Normalized Difference Vegetation Index Data and Automated Machine Learning
errSENSORS
IF3.5
err2022-04-23
err19
errOAAI
errKasimati, Aikaterini; Espejo-Garcia, Borja; Darra, Nicoleta; Fountas, Spyros
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errSave
Investigating a Selection of Methods for the Prediction of Total Soluble Solids Among Wine Grape Quality Characteristics Using Normalized Difference Vegetation Index Data From Proximal and Remote Sensing
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2021-06-11
err14
errOAAI
errKasimati, Aikaterini; Espejo-Garcia, Borja; Vali, Eleanna; Malounas, Ioannis; Fountas, Spyros
errShare
errSave
Testing the Suitability of Automated Machine Learning for Weeds Identification
errAI
IF5
err2021-02-09
err15
errOAAI
errEspejo-Garcia, Borja; Malounas, Ioannis; Vali, Eleanna; Fountas, Spyros
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errSave
Improving weeds identification with a repository of agricultural pre-trained deep neural networks
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2020-08-01
err44
PREAI
errEspejo-Garcia, Borja; Mylonas, Nikolaos; Athanasakos, Loukas; Fountas, Spyros
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errSave
Towards weeds identification assistance through transfer learning
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2020-04-01
err154
PREAI
errEspejo-Garcia, Borja; Mylonas, Nikos; Athanasakos, Loukas; Fountas, Spyros; Vasilakoglou, Ioannis
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errSave
End-to-end sequence labeling via deep learning for automatic extraction of agricultural regulations
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2019-07-01
err16
PREAI
errEspejo-Garcia, Borja; Lopez-Pellicer, Francisco J.; Lacasta, Javier; Piedrafita Moreno, Ramon; Javier Zarazaga-Soria, F.
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errSave
Agricultural recommendation system for crop protection
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2018-09-01
err31
errOAAI
errLacasta, Javier; Javier Lopez-Pellicer, F.; Espejo-Garcia, Borja; Nogueras-Iso, Javier; Javier Zarazaga-Soria, F.
errShare
errSave
Machine learning for automatic rule classification of agricultural regulations: A case study in Spain
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2018-07-01
err11
PREAI
errEspejo-Garcia, Borja; Martinez-Guanter, Jorge; Perez-Ruiz, Manuel; Lopez-Pellicer, Francisco J.; Javier Zarazaga-Soria, F.
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errSave
Aggregation-based information retrieval system for geospatial data catalogs
errINTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
IF5.1
err2017-05-02
err7
errOAAI
errLacasta, Javier; Javier Lopez-Pellicer, F.; Espejo-Garcia, Borja; Nogueras-Iso, Javier; Javier Zarazaga-Soria, F.
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errSave
Role of Decision Support System for Renewable Energy Outreach
errENVIRONMENTAL SCIENCE & TECHNOLOGY
IF11.3
err2013-12-19
err1
PREAI
errKumar Sidda, Naveen; Espejo-Garcia, Borja; Lopez-Pellicer, Francisco J.; Angel Latre, Miguel; Javier Zarazaga-Soria, F.
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
D
Dimitrios Bilalis
H-index: 33 · Papers: 235
M
Manuel Pérez Ruiz
H-index: 31 · Papers: 150
I
Ioannis Vasilakoglou
H-index: 25 · Papers: 68
C
Christopher Brewster
H-index: 24 · Papers: 123
L
Lazaros Nalpantidis
H-index: 23 · Papers: 157
View more