Dimitrios Moshou

38 papers C 4Misc 2Journal 26Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	GloSIS: The Global Soil Information System Web Ontology. Semantic Web Raúl Palma, Bogusz Janiak, Luís Moreira de Sousa, Kathi Schleidt, Tomás Rezník, Fenny van Egmond, Johan G. B. Leenaars, Dimitrios Moshou, Abdul Mounem Mouazen, Peter Wilson, David Medyckyj-Scott, Alistair Ritchie, Yusuf Yigini, Ronald Vargas
2024	J	`jnl`	GloSIS: The Global Soil Information System Web Ontology. CoRR Raúl Palma, Bogusz Janiak, Luís Moreira de Sousa, Kathi Schleidt, Tomás Rezník, Fenny van Egmond, Johan G. B. Leenaars, Dimitrios Moshou, Abdul M. Mouazen, Peter Wilson, David Medyckyj-Scott, Alistair Ritchie, Yusuf Yigini, Ronald Vargas
2022	J	`jnl`	Comparison of Deep Neural Networks in Detecting Field Grapevine Diseases Using Transfer Learning. Remote. Sens. Antonios Morellos, Xanthoula Eirini Pantazi, Charalampos Paraskevas, Dimitrios Moshou
2022	J	`jnl`	Diagnosis of Induced Resistance State in Tomato Using Artificial Neural Network Models Based on Supervised Self-Organizing Maps and Fluorescence Kinetics. Sensors Xanthoula Eirini Pantazi, Anastasia L. Lagopodi, Afroditi Alexandra Tamouridou, Nathalie Nephelie Kamou, Ioannis Giannakis, Georgios Lagiotis, Evangelia Stavridou, Panagiotis Madesis, Georgios Tziotzios, Konstantinos Dolaptsis, Dimitrios Moshou
2022	J	`jnl`	Implementing Sentinel-2 Data and Machine Learning to Detect Plant Stress in Olive Groves. Remote. Sens. Ioannis Navrozidis, Thomas Alexandridis, Dimitrios Moshou, Anne Haugommard, Anastasia L. Lagopodi
2022	J	`jnl`	Mapping Soil Properties with Fixed Rank Kriging of Proximally Sensed Soil Data Fused with Sentinel-2 Biophysical Parameter. Remote. Sens. Nikolaos Karapetsas, Thomas K. Alexandridis, George Bilas, Muhammad Abdul Munnaf, Angela Guerrero, Maria Calera, Anna Osann, Anne Gobin, Tomás Rezník, Dimitrios Moshou, Abdul Mounem Mouazen
2021	J	`jnl`	A deep learning approach for anthracnose infected trees classification in walnut orchards. Comput. Electron. Agric. Athanasios Anagnostis, Aristotelis C. Tagarakis, Gabriela Asiminari, Elpiniki Papageorgiou, Dimitrios Kateris, Dimitrios Moshou, Dionysis Bochtis
2021	J	`jnl`	Designing AfriCultuReS services to support food security in Africa. Trans. GIS Thomas K. Alexandridis, Georgios Ovakoglou, Ines Cherif, Marta Gómez Giménez, Giovanni Laneve, Dimitrios Kasampalis, Dimitrios Moshou, Stergios Kartsios, Maria Chara Karypidou, Eleni Katragkou, Sixto Herrera García, Mahlatse Kganyago, Nosiseko Mashiyi, K. Pattnayak, Andrew J. Challinor, Rose Pritchard, Dan Brockington, Clarisse Kagoyire, Juan Suarez Beltran
2021	J	`jnl`	Spatiotemporal Prediction and Mapping of Heavy Metals at Regional Scale Using Regression Methods and Landsat 7. Remote. Sens. Abdul M. Mouazen, Felix Nyarko, Muhammad Qaswar, Gergely Tóth, Anne Gobin, Dimitrios Moshou
2021	J	`jnl`	Towards the Development and Verification of a 3D-Based Advanced Optimized Farm Machinery Trajectory Algorithm. Sensors Tomás Rezník, Lukás Herman, Martina Klocová, Filip Leitner, Tomás Pavelka, Simon Leitgeb, Katerina Trojanová, Radim Stampach, Dimitrios Moshou, Abdul M. Mouazen, Thomas K. Alexandridis, Jakub Hrádek, Vojtech Lukas, Petr Sirucek
2020	—	`conf`	Assessing Olive Trees Health Using Vegetation Indices and Mundi Web Services for Sentinel-2 Images. HAICTA Ioannis Navrozidis, Anne Haugommard, Dimitrios Kasampalis, Thomas Alexandridis, Fabien Castel, Dimitrios Moshou, Georgios Ovakoglou, Xanthoula Eirini Pantazi, Afroditi Alexandra Tamouridou, Anastasia L. Lagopodi, Zois Zartaloudis, Spiros Mourelatos
2020	—	`conf`	Comparing Machine Learning Algorithms for Surface Water Mapping using Sentinel-1 Data. HAICTA Xanthoula Eirini Pantazi, Ines Cherif, Afroditi Alexandra Tamouridou, Dimitrios Moshou, Georgios Ovakoglou, Thomas Alexandridis, Xanthi Tseni, Stella Kalaitzopoulou, Spiros Mourelatos
2020	J	`jnl`	Non-Destructive Early Detection and Quantitative Severity Stage Classification of Tomato Chlorosis Virus (ToCV) Infection in Young Tomato Plants Using Vis-NIR Spectroscopy. Remote. Sens. Antonios Morellos, Georgios Tziotzios, Chrysoula Orfanidou, Xanthoula Eirini Pantazi, Christos Sarantaris, Varvara Maliogka, Thomas K. Alexandridis, Dimitrios Moshou
2020	J	`jnl`	Smart environments and ambient intelligence in agricultural and environmental technology. J. Ambient Intell. Smart Environ. Andrés Muñoz, Jaehwa Park, Abdul M. Mouazen, Josenalde Barbosa De Oliveira, Dimitrios Moshou
2019	J	`jnl`	Automated leaf disease detection in different crop species through image features analysis and One Class Classifiers. Comput. Electron. Agric. Xanthoula Eirini Pantazi, Dimitrios Moshou, Alexandra A. Tamouridou
2019	C	`conf`	Enhancing Food Security Through the Africultures Project: Design of Crop, Water and Drought Services. IGARSS Thomas K. Alexandridis, Dimitrios Moshou, Sixto Herrera García, Grigory Nikulin, Juan Suarez Beltran, Giovanni Laneve, Eleni Katragkou, Ines Cherif, Georgios Ovakoglou, Dimitrios Kasampalis, Maria Chara Karypidou, Stergios Kartsios, Ioannis Pytharoulis
2019	C	`conf`	Olive Trees Stress Detection Using Sentinel-2 Images. IGARSS Ioannis Navrozidis, Spiros Mourelatos, Francisco Javier Nieto de Santos, Thomas K. Alexandridis, Dimitrios Moshou, Xanthoula Eirini Pantazi, Afroditi Alexandra Tamouridou, Dmitrii Kozhukh, Fabien Castel, Anastasia L. Lagopodi, Zois Zartaloudis
2018	J	`jnl`	Contribution of Remote Sensing on Crop Models: A Review. J. Imaging Dimitrios Kasampalis, Thomas K. Alexandridis, Chetan Deva, Andrew J. Challinor, Dimitrios Moshou, Georgios Zalidis
2018	J	`jnl`	Identification of purple spot disease on asparagus crops across spatial and spectral scales. Comput. Electron. Agric. Ioannis Navrozidis, Thomas K. Alexandridis, Agathoklis Dimitrakos, Anastasia L. Lagopodi, Dimitrios Moshou, George C. Zalidis
2018	J	`jnl`	Incorporating Surface Elevation Information in UAV Multispectral Images for Mapping Weed Patches. J. Imaging Theodota Zisi, Thomas K. Alexandridis, Spyridon Kaplanis, Ioannis Navrozidis, Alexandra A. Tamouridou, Anastasia L. Lagopodi, Dimitrios Moshou, Vassilios Polychronos
2018	J	`jnl`	Machine Learning in Agriculture: A Review. Sensors Konstantinos Liakos, Patrizia Busato, Dimitrios Moshou, Simon Pearson, Dionysis Bochtis
2018	C	`conf`	Spatial Enhancement of Modis Leaf Area Index Using Regression Analysis with Landsat Vegetation Index. IGARSS Georgios Ovakoglou, Thomas K. Alexandridis, Jan G. P. W. Clevers, Ines Cherif, Dimitrios Kasampalis, Ioannis Navrozidis, Charalampos Iordanidis, Dimitrios Moshou, Giovanni Laneve, Juan Suarez Beltran
2018	J	`jnl`	Spectral Identification of Disease in Weeds Using Multilayer Perceptron with Automatic Relevance Determination. Sensors Alexandra A. Tamouridou, Xanthoula Eirini Pantazi, Thomas Alexandridis, Anastasia L. Lagopodi, Giorgos Kontouris, Dimitrios Moshou
2017	J	`jnl`	Application of Multilayer Perceptron with Automatic Relevance Determination on Weed Mapping Using UAV Multispectral Imagery. Sensors Alexandra A. Tamouridou, Thomas K. Alexandridis, Xanthoula Eirini Pantazi, Anastasia L. Lagopodi, Javid Kashefi, Dimitrios Kasampalis, Giorgos Kontouris, Dimitrios Moshou
2017	J	`jnl`	Detection of Silybum marianum infection with Microbotryum silybum using VNIR field spectroscopy. Comput. Electron. Agric. Xanthoula Eirini Pantazi, Alexandra A. Tamouridou, Thomas Alexandridis, Anastasia L. Lagopodi, Giorgos Kontouris, Dimitrios Moshou
2017	J	`jnl`	Evaluation of hierarchical self-organising maps for weed mapping using UAS multispectral imagery. Comput. Electron. Agric. Xanthoula Eirini Pantazi, Alexandra A. Tamouridou, Thomas Alexandridis, Anastasia L. Lagopodi, Javid Kashefi, Dimitrios Moshou
2017	J	`jnl`	Novelty Detection Classifiers in Weed Mapping: Sensors Thomas K. Alexandridis, Alexandra A. Tamouridou, Xanthoula Eirini Pantazi, Anastasia L. Lagopodi, Javid Kashefi, Georgios Ovakoglou, Vassilios Polychronos, Dimitrios Moshou
2016	Misc	`conf`	Leaf Disease Recognition in Vine Plants Based on Local Binary Patterns and One Class Support Vector Machines. AIAI Xanthoula Eirini Pantazi, Dimitrios Moshou, Alexandra A. Tamouridou, Stathis Kasderidis
2016	J	`jnl`	Wheat yield prediction using machine learning and advanced sensing techniques. Comput. Electron. Agric. Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas Alexandridis, Rebecca Louise Whetton, Abdul Mounem Mouazen
2015	—	`conf`	Data Fusion of Proximal Soil Sensing and Remote Crop Sensing for the Delineation of Management Zones in Arable Crop Precision Farming. HAICTA Xanthoula Eirini Pantazi, Dimitrios Moshou, Abdul Mounem Mouazen, Thomas Alexandridis, Boyan Kuang
2015	C	`conf`	Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps. EANN Xanthoula Eirini Pantazi, Dimitrios Moshou, Antonios Morellos, Rebecca Louise Whetton, Jens Wiebensohn, Abdul Mounem Mouazen
2014	Misc	`conf`	Application of Supervised Self Organising Models for Wheat Yield Prediction. AIAI Xanthoula Eirini Pantazi, Dimitrios Moshou, Abdul Mounem Mouazen, Boyan Kuang, Thomas Alexandridis
2013	—	`conf`	Automatic Detection of Different Harvesting Stages in Lettuce Plants by Using Chlorophyll Fluorescence Kinetics and Supervised Self Organizing Maps (SOMs). EANN (1) Xanthoula Eirini Pantazi, Dimitrios Moshou, Dimitrios Kasampalis, Pavlos Tsouvaltzis, Dimitrios Kateris
2011	—	`conf`	Agricultural Vehicle Condition Monitoring System Based On Unsupervised Novelty Detection. HAICTA Dimitrios Moshou, Natsis Athanasios, Dimitrios Kateris, Ioannis Gravalos, Nader Sawalhi, Ioannis Kalimanis, Theodoros Gialamas, Panagiotis Xyradakis, Zisis Tsiropoulos
2010	—	`conf`	Fault Severity Estimation in Rotating Mechanical Systems Using Feature Based Fusion and Self-Organizing Maps. ICANN (2) Dimitrios Moshou, Dimitrios Kateris, Nader Sawalhi, Spyridon Loutridis, Ioannis Gravalos
2005	J	`jnl`	Dynamic muscle fatigue detection using self-organizing maps. Appl. Soft Comput. Dimitrios Moshou, Ivo Hostens, George Papaioannou, Herman Ramon
2005	J	`jnl`	Plant disease detection based on data fusion of hyper-spectral and multi-spectral fluorescence imaging using Kohonen maps. Real Time Imaging Dimitrios Moshou, Cedric Bravo, Roberto Oberti, Jon West, Luigi Bodria, Alastair McCartney, Herman Ramon
2004	J	`jnl`	Prediction of spreading processes using a supervised Self-Organizing Map. Math. Comput. Simul. Dimitrios Moshou, Koen Deprez, Herman Ramon