Aristotle University of Thessaloniki

GEOVISION interdisciplinary group

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The team has produced a multitude of scientific publications. Among these, the most prominent are listed below.

Related to soil and water :

Cherif, I.; Kolintziki, E.; Alexandridis, T.K. Monitoring of Land Degradation in Greece and Tunisia Using Trends.Earth with a Focus on Cereal Croplands. Remote Sens. 2023, 15, 1766. https://doi.org/10.3390/rs15071766.

Xanthoula-Eirini Pantazi, Afroditi-Alexandra Tamouridou, Dimitrios Moshou, Ines Cherif, Georgios Ovakoglou, Xanthi Tseni, Stella Kalaitzopoulou, Spiros Mourelatos, Thomas K. Alexandridis, "Evaluation of machine learning approaches for surface water monitoring using Sentinel-1 data," J. Appl. Remote Sens. 16(4), 044501 (2022), https://doi.org/10.1117/1.JRS.16.044501.

Bilas, G.; Karapetsas, N.; Gobin, A.; Mesdanitis, K.; Toth, G.; Hermann, T.; Wang, Y.; Luo, L.; Koutsos, T.M.; Moshou, D.; et al. Land Suitability Analysis as a Tool for Evaluating Soil-Improving Cropping Systems. Land 2022, 11, 2200. https://doi.org/10.3390/land11122200

Ovakoglou, G., Cherif, I., Alexandridis, T.K., Pantazi, X.E., Tamouridou, A.A., Moshou, D., Tseni, X., Raptis, I., Kalaitzopoulou, S., Mourelatos, S., "Automatic detection of surface-water bodies from Sentinel-1 images for effective mosquito larvae control," J. Appl. Remote Sens. 15(1), 014507 (2021), doi: 10.1117/1.JRS.15.014507.

Karapetsas, N., Alexandridis, T.K., Bilas, G., Munnaf, M.A., Guerrero, A.P., Calera, M., Osann, A., Gobin, A., Rezník, T., Moshou, D. & Mouazen, A.M. (2022). Mapping Soil Properties with Fixed Rank Kriging of Proximally Sensed Soil Data Fused with Sentinel-2 Biophysical Parameter. Remote Sensing, 14, 1639.

Alexandridis, T.K., Ovakoglou, G., Cherif, I, Gómez Giménez, M., Laneve, G., Kasampalis, D., Moshou, D., Kartsios, S., Karypidou, M.C., Katragkou, E., Herrera García, S., Kganyago, M., Mashiyi, N., Pattnayak, K., Challinor, A., Pritchard, R., Brockington, D., Kagoyire, C., and Suarez Beltran, J. 2020. Designing AfriCultuReS services to support food security in Africa. Transactions in GIS. 2020; 00: 1– 29. https://doi.org/10.1111/tgis.12684

Ovakoglou, G., Alexandridis, T. K., Crisman, T. L., Skoulikaris, C., & Vergos, G. S. (2016). Use of MODIS satellite images for detailed lake morphometry: Application to basins with large water level fluctuations. International Journal of Applied Earth Observation and Geoinformation, 51, 37-46.

Related to plant health and biomass monitoring:
Navrozidis, I., Alexandridis, T., Moshou, D., Haugommard, A. & Lagopodi, A. (2022). Implementing Sentinel-2 Data and Machine Learning to Detect Plant Stress in Olive Groves. Remote Sensing, 14, 5947.

Ovakoglou, G., Alexandridis, T.K., Clevers, J.G.P.W. & Gitas, I.Z. (2020). Downscaling of MODIS leaf area index using landsat vegetation index. Geocarto International, 37, 2466-2489.

Alexandridis, T. K., Ovakoglou, G., & Clevers, J. G. (2020). Relationship between MODIS EVI and LAI across time and space. Geocarto International, 35(13), 1385-1399.
Kganyago, M., Mhangara, P., Alexandridis, T., Laneve, G., Ovakoglou, G., & Mashiyi, N. (2020). Validation of sentinel-2 leaf area index (LAI) product derived from SNAP toolbox and its comparison with global LAI products in an African semi-arid agricultural landscape. Remote Sensing Letters, 11(10), 883-892.

Zisi, T., Alexandridis, T., Kaplanis, S., Navrozidis, I., Tamouridou, A.-A., Lagopodi, A., Moshou, D. & Polychronos, V. (2018). Incorporating Surface Elevation Information in UAV Multispectral Images for Mapping Weed Patches. Journal of Imaging, 4, 132.

Tamouridou, A., Pantazi, X., Alexandridis, T., Lagopodi, A., Kontouris, G. & Moshou, D. (2018). Spectral Identification of Disease in Weeds Using Multilayer Perceptron with Automatic Relevance Determination. Sensors, 18, 2770.

Navrozidis, I., Alexandridis, T., Dimitrakos, A., Lagopodi, A., Moshou, D. & Zalidis, G. (2018). Identification of purple spot disease on asparagus crops across spatial and spectral scales. Computers and Electronics in Agriculture, 148, 322-329.

Kasampalis, D., Alexandridis, T., Deva, C., Challinor, A., Moshou, D. & Zalidis, G. (2018). Contribution of Remote Sensing on Crop Models: A Review. Journal of Imaging, 4, 52.

Alexandridis, T. K., Tamouridou, A. A., Pantazi, X. E., Lagopodi, A. L., Kashefi, J., Ovakoglou, G., Polychronos, V. and Moshou, D. (2017). Novelty Detection Classifiers in Weed Mapping: Silybum marianum Detection on UAV Multispectral Images. Sensors, 17(9), 2007.

 

In remote sensing of vegetation parameters:

Pantazi, X. E., Moshou, D., Alexandridis, T., Whetton, R. L., and Mouazen, A. M. (2016). Wheat yield prediction using machine learning and advanced sensing techniques. Computers and Electronics in Agriculture 121, 57-65.

Alexandridis, T. K., Cherif, I., Bilas, G., Almeida, W., Hartanto, I., van Andel, S. J., and Araujo, A. (2016). Spatial and Temporal Distribution of Soil Moisture at the Catchment Scale Using Remotely-Sensed Energy Fluxes. Water 8, 32.

Alexandridis, T. K., Oikonomakis, N., Gitas, I. Z., Eskridge, K. M., and Silleos, N. G. (2014). The performance of vegetation indices for operational monitoring of CORINE vegetation types. International Journal of Remote Sensing 35, 3268-3285.

Moshou, D., Gravalos, I., Bravo, D.K.C., Oberti, R., West, J.S. and Ramon, H. (2011). Multisensor fusion of remote sensing data for crop disease detection. In Geospatial Techniques for Managing Environmental Resources (pp. 201-219). Springer Netherlands.

Alexandridis, T. K., Katagis, T., Gitas, I. Z., Silleos, N. G., Eskridge, K. M., and Gritzas, G. (2010). Investigation of aggregation effects in vegetation condition monitoring at a national scale. International Journal of Geographical Information Science 24, 507-521.

Alexandridis, T. K., Gitas, I. Z., and Silleos, N. G. (2008). An estimation of the optimum temporal resolution for monitoring vegetation condition on a nationwide scale using MODIS/Terra data. International Journal of Remote Sensing 29, 3589-3607.

Silleos N.G., Alexandridis T.K., Gitas I.Z., Perakis K. (2006) Vegetation indices: Advances made in biomass estimation and vegetation monitoring in the last 30 years. Geocarto International 21:21-28.

Moshou, D., Bravo, C., West, J., Wahlen, S., McCartney, A. and Ramon, H. (2004). Automatic detection of ‘yellow rust’ in wheat using reflectance measurements and neural networks. Computers and electronics in agriculture, 44(3), pp.173-188.

Bravo, C., Moshou, D., West, J., McCartney, A. and Ramon, H. (2003). Early disease detection in wheat fields using spectral reflectance. Biosystems Engineering, 84(2), pp.137-145.

In climate modeling:

Knist, S., Goergen, K., Buonomo, E., Christensen, O.B., Colette, A., Cardoso, R.M., Fealy, R., Fernández, J., García-Díez, M., Jacob, D., Kartsios, S., Katragkou, E., Keuler, K., Mayer, S., van Meijgaard, E., Nikulin, G., Soares, P.M.M., Sobolowski, S., Szepszo, G., Teichmann, C., Vautard, R., Warrach-Sagi, K., Wulfmeyer, V., Simmer, C., Land-atmosphere coupling in EURO-CORDEX evaluation experimentsLand atmosphere coupling in EURO-CORDEX validation simulations, J. Geophys. Res. Atmos., 122, doi:10.1002/2016JD025476, 2017

Flemming J., A. Benedetti, A. Inness, R. Engelen, L. Jones, V. Huijnen, S. Remy, M. Parrington, M. Suttie, A. Bozzo, V.-H. Peuch, D. Akritidis, and E. Katragkou, The CAMS interim Reanalysis of Carbon Monoxide, Ozone and Aerosol for 2003–2015, Atmos. Chem. Phys. Discuss.,doi:10.5194/acp-2016-666, 2016

Kioutsioukis I., A. de Meij, H. Jakobsc, E. Katragkou, J.F. Vinuesa, A. Kazantzidis, High resolution WRF ensemble forecasting for irrigation: Multi-variable evaluation, Atmospheric Research, 167, 156–174, 2016.

Katragkou, E., Garcia-Diez, M., Vautard, R., Sobolowski, S., Zanis, P., Alexandri, G., Cardoso, R. M., Colette, A., Fernandez, J., Gobiet, A., Goergen, K., Karacostas, T., Knist, S., Mayer, S., Soares, P. M. M., Pytharoulis, I., Tegoulias, I., Tsikerdekis, A., and Jacob, D.: Regional climate hindcast simulations within EURO-CORDEX: evaluation of a WRF multi-physics ensemble, Geosci. Model Dev., 8, 603-618, 2015.

Katragkou, E., Zanis, P., Tsikerdekis, A., Kapsomenakis, J., Melas, D., Eskes, H., Flemming, J., Huijnen, V., Inness, A., Schultz, M. G., Stein, O., and Zerefos, C. S.: Evaluation of near surface ozone over Europe from the MACC reanalysis, Geosci. Model Dev., 8, 2299-2314, 2015.

Κatragkou E., P. Zanis, I. Kioutsioukis, I. Tegoulias, D. Melas, B.C. Krόger, E. Coppola, Future climate change impacts on summer surface ozone from regional climate-air quality simulations over Europe, Journal of Geophysical Research, 116, D22307, doi:10.1029/2011JD015899, 2011

In meteorological forecasting:

Pytharoulis I., C. Thorncroft, The low-level structure of African Easterly Waves in 1995.  Monthly Weather Review, 127, 2266-2280, 1999

Pytharoulis I., G. C. Craig, S. P. Ballard, The hurricane-like Mediterranean cyclone of January 1995.  Meteorological Applications, 7, 261-279, 2000

Thorncroft C., I. Pytharoulis, A dynamical approach to seasonal prediction of Atlantic tropical cyclone activity.  Weather and Forecasting, 16, 725-734, 2001

Kallos G., I. Pytharoulis, Short-term predictions (weather forecasting purposes). Encyclopedia of Hydrological Sciences, M.G. Anderson (Editor), J.Wiley & Sons Ltd, 2791-2811, DOI: 10.1002/0470848944.hsa187, 2005

Katsafados P., E. Mavromatidis, A. Papadopoulos, I. Pytharoulis, Numerical simulation of a deep Mediterranean storm and its sensitivity on sea surface temperature. Natural Hazards and Earth System Sciences, 11, 1233-1246. DOI: 10.5194/nhess-11-1233-2011, 2011

Matsangouras I., I. Pytharoulis, P.T. Nastos, Numerical modeling and analysis of the effect of complex Greek topography on tornadogenesis. Natural Hazards and Earth System Sciences, 14, 1905-1919. DOI: 10.5194/nhess-14-1905-2014, 2014

Katragkou E., M. García-Díez, R. Vautard, S. Sobolowski, P. Zanis, G. Alexandri, R.M. Cardoso, A. Colette, J. Fernandez, A. Gobiet, K. Goergen, T. Karacostas, S. Knist, S. Mayer, P.M.M. Soares, I. Pytharoulis, I. Tegoulias, A. Tsikerdekis, D. Jacob, Regional climate hindcast simulations within EURO-CORDEX: evaluation of a WRF multi-physics ensemble. Geoscientific Model Development, 8, 603-618. DOI: 10.5194/gmd-8-603-2015, 2015

Pytharoulis I., I. Tegoulias, S. Kotsopoulos, D. Bampzelis, T. Karacostas, E. Katragkou, Verification of the operational high-resolution WRF forecasts produced by WAVEFORUS project. 16th Annual WRF Users’ Workshop, 15-19 June, Boulder, Colorado, USA, 2015

Pytharoulis I., S. Kotsopoulos, I. Tegoulias, S. Kartsios, D. Bampzelis, T. Karacostas, Numerical modeling of an intense precipitation event and its associated lightning activity over northern Greece. Atmospheric Research, 169, 523-538. DOI: 10.1016/j.atmosres.2015.06.019, 2016

Matsangouras I.T., P.T. Nastos, I. Pytharoulis, Study of the tornado event in Greece on March 25, 2009: Synoptic analysis and numerical modeling using modified topography. Atmospheric Research, 169, 566-583. DOI: 10.1016/j.atmosres.2015.08.010, 2016