[Poster Title] Lorem Ipsum Dolor Sit Amet, Consectetuer Adipiscing Elit

Copy Link

Modelling the effect of Flood Detention Ponds in Arachthos River in Arta, Greece Georgios RONTIRIS, Georgios MITSOPOULOS, Elpida PANAGIOTATOU, Anastasios STAMOU Laboratory of Applied Hydraulics, National Technical University of Athens, Greece BACKGROUND METHODS RESULTS • Arachthos River is the largest river in Epirus • After a preliminary study and field surveys we • The calculated hydrographs immediately and the 8th largest in Greece; it is 110 km determined the location of the Flood upstream of the Historic Bridge of Arta with long and its drainage area is 2209 km2. Detention Pond (FDP) that is shown in Fig.2; and without the Flood Detention Pond are shown in Fig.3. • After emanating from Pindus mountains (near the FDP was positioned downstream of the Metsovo), it enters into the Pournari Reservoir Pournari Reservoir, at the right side of • Fig.3 depicts that the flood peak remains in Arta, passes through Arta and discharges Arachthos River, between the Ionia Odos practically the same and only a small into the Ambracian Gulf near Kommeno. Bridge and the BOOT Weir. The FDP is difference is observed in the case the Flood Arachthos River prevents flooding of the city delimited by the existing Arachthos Detention Pond that is constructed due to of Arta and supplies water to most of Epirus. embankment on its left side and by the storage. natural slope of Ionia Odos Highway on its • The design of flood protection works in right side. The FDP is located 2000 m Arachthos River is currently in progress; it is upstream of the Historic Bridge of Arta. performed by a consortium of Greek Consulting Firms for the Ministry of Infrastructure and Transportation. • One of the main objectives of the flood protection works is to protect the Historic Bridge of Arta, a stone bridge of great cultural significance; it has been rebuilt many times over the centuries, starting with Roman or perhaps older foundations; see Fig.1. Fig.2. Location of the Flood Detention Pond Fig.3: Calculated hydrographs immediately • Embankments were redesigned at the left upstream of the Historic Bridge of Arta with and side of the FDP. The bottom of the FDP was without the Flood Detention Pond excavated to maximize its volume that reached 4.38 million m3. CONCLUSIONS • The inflow structure is a Broad Crested Weir, placed 2 m above the river bottom; its length • The effect of the construction of a Flood is 15 m. The outflow structure is a sluice Detention Pond on the maximum flow rate gate, placed 3 m above the river bottom; its immediately upstream of the Historic Bridge length is 5 m, its height is 2 m. of Arta is minor; thus, the effect on the • We performed hydrodynamic calculations Fig.1: The Historic Bridge of Arta subsequent flood risk is also expected to be using the Hydrologic Engineering Center's- minor. River Analysis System HEC-RAS 1D/2D. RESEARCH QUESTION • Other means to protect the traditional Bridge • We used the Flow Hydrograph of the 100-year of Arta should be examined, such as river • What is the effect of the construction of a flood as input; see Fig.3. The horizontal part diversions. Flood Detention Pond on the maximum flow of the hydrograph is due to the design of rate immediately upstream of the Historic flood diversion works immediately Bridge of Arta and thus on the subsequent downstream of the Pournari Reservoir. flood risk?.

Recommended publications

AMBRACIA If You Are in Picturesque Arta, You Will Not Need to Travel to Visit Glorious Ambracia of Ancient Times

AMBRACIA If you are in picturesque Arta, you will not need to travel to visit glorious Ambracia of ancient times. It is at your feet. Of course modern buildings hide a large part of its magnificence. The rest is sufficient however, as it is just as attractive and significant. King Pyrrhus of Epirus should have loved Ambracia, maybe because it was the most important Corinthian colony after Kerkyra (Corfu). He held the Corinthians in great regard for their commercial prowess and the economic policy of expansion they practiced. In 625 BC Corinthian colonials had followed Gorgon, the illegitimate son of the tyrant of Corinth Kypselos, and settled on FOLLOW A ROUTE TO HISTORY the banks of the River Arachthos, where beautiful Arta lies today. Their settlement was part of an intelligent plan conceived by the Kypselides to build colonies and commercial and naval posts in appropriate positions, in order to dominate the West by monopolizing trade, the driving force of the economy. This is why we will find them in Lefkada, Corfu, Epidamnus etc. Gorgos and the Corinthian colonials pushed out of the region the Dryopes, but retained the name of the place which, according to mythology, is attributed to Ambracus, son of Thesprotos or to Ambracia, daughter of Melaneas, King HELLENIC REPUBLIC of the Dryopes. Ministry of Culture and Sports Ιoannina EPHORATE OF ANTIQUITIES OF ARTA Pedini Mary Beloyianni, Ιgoumenitsa Paramythia Plataria Phd. Archaeologist, Greek language teacher Responsible for educational programs of Diazoma Association language teacher Responsible for educational programs Greek Phd. Archaeologist, Sivota Perdika Margariti Parga Ammoudia Kanallaki Filipiada Louros Arta Nea Kerasounta Ambracia Kostakioi Dodona Gitana Archagelos Aneza Kanali Cassope Nicopolis Mitikas Preveza This small theatre, dating to the end of A few parts of this theatre have been the 4th – beginning of the 3rd century revealed (most of it is under adjacent buildings BC, is interesting because it was not built and the surface of the present road).
Dealing with Flood Events at Hydroelectric Plant Areas in Western Greece Msc

Dealing with Flood Events at Hydroelectric Plant Areas in Western Greece MSc. Christos Roilos Geologist - Seismologist Dam Safety Sector, Hydroelectric Generation Department, Public Power Corporation Annual Precipitation in Greece (millimetres in height) The Hydroelectric development from 1950 up to date Greece is an over 80 % mountainous country with a complicated rugged relief and a variety of climates Hydroelectric Power Plants are situated in the northwestern part, where most of the mountains are located 1950-1975 8 large Hydroelectric Power Plants, totaling 1.410 MW, were built. Among them the 3 biggest ones : Agras, Ladhon, Louros, Tavropos, Kremasta, Kastraki, Edessaios, Polyphyto 1976 up to date 9 large & 5 small Hydroelectric Power Plants, totalling 1.800,2 MW, were built. Among them the two pump storage plants: Pournari I & II, Sfikia, Assomata, Stratos I, Stratos II, Pighai Aoos, Thissavros, Platanovryssi, Ghiona, Makrochori, Aghia Varvara, Ilarion HPP, Ilarion SHPP The actual situation of PPC Hydroelectric Power Plants - Acheloos r. Hydro Scheme (Kremasta, Kastraki, Stratos-I): 907,2 MW - Aliakmon r. Hydro Scheme (Ilarion, Polyphyto, Sfikia, Assomata / Agras, Edessaios): 1020,0 MW - Arachthos r. Hydro Scheme (Pournari-I, Pournari-II / Aoos): 543,6 MW - Nestos r. Hydro Scheme (Thissavros-Platanovryssi): 500 MW - N. Plastiras HPP (Tavropos r.): 129,9 MW - Ladon HPP (Ladon r.): 70 MW - Small HPP: 46,7 MW TOTAL: 3.217,4 MW The planning for dealing with the flood events a) anti-flood protection of the river side areas, b) hydroelectric installations safety, and c) maximizing power generation. The anti-flood protection rendered by a dam along with the relevant reservoir is proportionate to: 1.
The Historical Review/La Revue Historique

CORE Metadata, citation and similar papers at core.ac.uk Provided by National Documentation Centre - EKT journals The Historical Review/La Revue Historique Vol. 7, 2010 The Port of Messolonghi: Spatial Allocation and Maritime Expansion in the Eighteenth Century Papakonstantinou Katerina Ionian University http://dx.doi.org/10.12681/hr.265 Copyright © 2010 To cite this article: Papakonstantinou, K. (2011). The Port of Messolonghi: Spatial Allocation and Maritime Expansion in the Eighteenth Century. The Historical Review/La Revue Historique, 7, 277-297. doi:http://dx.doi.org/10.12681/hr.265 http://epublishing.ekt.gr | e-Publisher: EKT | Downloaded at 11/01/2020 02:12:57 | THE PORT OF MESSOLONGHI: SPATIAL ALLOCATION AND MARITIME EXPANSION IN THE EIGHTEENTH CENTURY Katerina Papakonstantinou Abstract: The main argument of this paper is that the spatial allocation of economic activity was reflected in shipping activities in the Eastern Mediterranean. Different but geographically near areas developed interwoven economic activities. In that sense this paper examines the economic relations among the merchant marine of Messolonghi, a small port in western Greece, the exporting port of Preveza in Epirus and the needs of Malta and Livorno for certain goods during the eighteenth century. Messolonghi, Preveza and Malta formed a triangle of commercial activities based on the different requirements and potential of each area: in products, people, capital and vessels. The rise of the Greek merchant marine is dated to the beginning of the eighteenth century.1 While 100 years later, during the Greek Revolution of the years 1821-1830, the fleets from the islands in the Aegean, namely Hydra, Spetses and Psara, became famous for their participation in the war, at the beginning of the eighteenth century it was the ships from the Ionian that visited Western Mediterranean ports.
National Technical University of Athens School of Civil Engineering Department of Water Resources and Environmental Engineering

NATIONAL TECHNICAL UNIVERSITY OF ATHENS SCHOOL OF CIVIL ENGINEERING DEPARTMENT OF WATER RESOURCES AND ENVIRONMENTAL ENGINEERING State-of-the-art approach for potential evapotranspiration assessment Ph.D Thesis Aristoteles Tegos Athens, 2019 NATIONAL TECHNICAL UNIVERSITY OF ATHENS SCHOOL OF CIVIL ENGINEERING DEPARTMENT OF WATER RESOURCES AND ENVIRONMENTAL ENGINEERING State-of-the-art approach for potential evapotranspiration assessment Thesis submitted for the degree of Doctor of Engineering at the National Technical University of Athens Aristoteles Tegos Athens, 2019 THESIS COMMITEE THESIS SUPERVISOR Demetris Koutsoyiannis, Professor, N.T.U.A ADVISORY COMMITTEE 1. Demetris Koutsoyiannis, Professor, N.T.U.A (Supervisor) 2. Nikos Mamassis- Associate Professor, N.T.U.A 3. Dr. Konstantine Georgakakos, Sc.D Hydrologic Research Center in San Diego, California- Adjunct Professor, Scripps Institution of Oceanography, University of California San Diego EVALUATION COMMITTEE 1. Demetris Koutsoyiannis, Professor, N.T.U.A (Supervisor) 2. Nikos Mamassis, Associate Professor, N.T.U.A 3. Dr. Konstantine Georgakakos, Sc.D Hydrologic Research Center in San Diego, California- Adjunct Professor, Scripps Institution of Oceanography, University of California San Diego 4. Evanglelos Baltas, Professor, N.T.U.A 5. Athanasios Loukas, Associate Professor, A.U.Th 6. Stavros Alexandris, Associate Professor, Agricultural University of Athens 7. Nikolaos Malamos, Assistant Professor, University of Patras Κάποτε υπό άλλη φυσική συνθήκη και κάτω από άλλη φυσική κατάσταση Θα συζητήσουμε τις ιδέες μας και θα γελάμε. Προς το παρόν για σένα Πατέρα Abstract The aim of the Ph.D thesis is the foundation of a new temperature-based model since simplified PET estimation proves very useful in absence of a complete data set.
Cultural Itinerary in the Ancient Theatres of Epirus

Region of Epirus Interim Management Authority Cultural Itinerary in the Ancient Theaters of Epirus November 26, 2013 • Integrated Territorial Investment • Integrated cultural itinerary • First organized effort for sustainable development focused at the monuments • Specialized and branded product of cultural tourism Cultural Itinerary in the Ancient Theaters of Epirus 4 regional units 5 archaeological sites 8 ancient performing veniews 344 kilometers of itinerary 2300 years of history Ambracia Gitana Dodona Kassiopi Nicopolis • One of the biggest in antiquity • Capacity of 15,000‐17,000 spectators • 3rd century BC • In the years of Augustus it was • Today, it is greatly and fight arena for wild beasts famous and massively and gladiators visited Archaeological site of Dodona • Nicopolis was built bu Octavian August • 28 BC • Blending elements of Greek and Roman architecture • Roman Odeon • Theater (2,000 seats) (1,000 seats) • Roman Stadium (10,000 seats) Archaeological site of Nikopolis • High altitude and unique view to the Ambracian gulf and the Ionian Sea • 3rd century BC • Big Theater (3,000 seats) • Small Theater or • Theater with a peculiarly Bouleuterion (citizens shaped orchestra council) (1,500 seats) Archaeological site of Cassope • The smallest of the hitherto known Greek theaters • 4th –3rd century BC • Situated within the urban environment of the city of Arta • Restoration works to be completed before the end of 2014 Archaeological site of Ambracia • 3rd century BC • Capacity of 4,000‐5,000 spectators • At the bank of Kalamas river • The seats in the front • It was abandoned after bearing inscriptions the city's destruction engraved with names of by the Romans in 167 people BC Archaeological site of Gitana • Operator: Epirus Development Agency S.A.
Collective Remembrance and Private Choice: German-Greek Conflict and Consumer Behavior in Times of Crisis*

Collective Remembrance and Private Choice: German-Greek Conflict and Consumer Behavior in Times of Crisis* Vasiliki Fouka† Hans-Joachim Voth‡ January 2021 Abstract How is collective memory formed, and when does it impact behavior? We high- light two conditions under which the memory of past events comes to matter for the present: the associative nature of memory, and institutionalized acts of com- memoration by the state. During World War II, German troops occupying Greece perpetrated numerous massacres. Memories of those events resurfaced during the 2009 Greek debt crisis, leading to a drop in German car sales in Greece, especially in areas affected by German reprisals. Differential economic performance did not drive this divergence. Multiple pieces of evidence suggest that current events reac- tivated past memories, creating a backlash against Germany. Using quasi-random variation in public recognition of victim status, we show that institutionalized col- lective memory amplifies the effects of political conflict on consumer behavior. *For helpful suggestions we thank Alexander Apostolides, Leo Bursztyn, Bruno Caprettini, Luke Condra, Elias Dinas, Ray Fisman, Nicola Gennaioli, Luigi Guiso, Yannis Ioannides, Emir Kamenica, Tim Leunig, Sara Lowes, John Marshall, Guy Michaels, Stelios Michalopoulos, Nathan Nunn, Sonal Pandya, Elias Papaioannou, Luigi Pascali, Giacomo Ponzetto, Dominic Rohner, Alain Schlapfer,¨ Guido Tabellini, and Nico Voigtlander.¨ Seminar participants at Bocconi, CREI, Ente Einaudi, Har- vard, UPF, Columbia, LSE, the Workshop on Political Conflict in Washington University in St. Louis, the 2017 Zurich Conference on Origins and Consequences of Group Identities, the EREH-London conference, and the 12th Conference on Research on Economic Theory and Econometrics in Naxos provided useful advice.
Vouvalos Island for Sale Greece, Western Region, Ambracian Gulf

Vouvalos Island For Sale Greece, Western Region, Ambracian Gulf POA € QUICK SPEC Year of Construction Bedrooms Half Bathrooms Full Bathrooms Interior Surface approx TBA m2 - TBA Sq.Ft Exterior Surface approx 128,002 m2 - 1,377,802 Sq.Ft Parking Cars Property Type Private Island TECHNICAL SPECIFICATIONS This stunning private island is located in the Amvrakikos Gulf, a beautiful area located in northwestern Greece. Leading out into the Ionian Sea, the gulf is an idyllic, less-travelled area in a picturesque mountain setting. The island is more than 31 acres of olive groves, forests, hills and rocky cliffs. A highly unique island, Vouvalos has a striking and unusual shape providing natural harbours. There is also a lagoon in the centre of the island. Dolphins may often be found in the clean surrounding waters, and Vouvalos has beautiful sandy beaches to enjoy Greece's warm and sunny weather. Conveniently located, the island is close to an international airport and several small towns. PROPERTY FEATURES BEDROOMS • Master Bedrooms - • Total Bedrooms - • Suite - BATHROOMS • Full Bathrooms - • Total Bathrooms - • Half Bathrooms - ISLAND FEATURES • This stunning private island is located in the Amvrakikos Gulf, a beautiful area located in northwestern Greece • The island is more than 31 acres of olive groves, forests, hills and rocky cliffs. • A highly unique island, Vouvalos has a striking and unusual shape providing natural harbours. • There is also a lagoon in the centre of the island. • Dolphins may often be found in the clean surrounding waters • Vouvalos has beautiful sandy beaches to enjoy Greece's warm and sunny weather • The entrance to the gulf is through a 700 m (2,297 ft)-wide channel between Aktio (ancient Actium) on the south and Preveza on the north; a recent road tunnel connects the two.
Bonner Zoologische Beiträge

© Biodiversity Heritage Library, http://www.biodiversitylibrary.org/; www.zoologicalbulletin.de; www.biologiezentrum.at Bonn. zool. Beitr. Bd. 42 H. 2 S. 125—135 Bonn, Juni 1991 Notes on the distribution of small mammals (Insectívora, Rodentia) in Epeirus, Greece Theodora S. Sofianidou & Vladimir Voliralik Abstract. The material of 107 specimens of small mammals was collected in 19 localities of Epeirus in the years 1985 — 1989. Additional faunistic records were obtained by field observations. Together, information on the distribution of 14 species were obtained. From these Miller's water shrew {Neomys anomalus) is reported first time from this region. Some questions concerning the distribution and habitats of individual species are discussed. Key words. Mammaha, Insectívora, Rodentia, distribution, taxonomy, Epeirus, Greece. Introduction The mammal fauna of the west coast of the Balkan peninsula, south of Neretva river, belongs to the most interesting of Europe. The reason for this is above all an unusual- ly high occurrence of endemism which is typical for this area. So far, only the northernmost part of this area, i. e., Monte Negro, Jugoslavia has been investigated satisfactorily (Petrov 1979). From the rest of this area data are either almost completely absent (Albania) or they are very incomplete (Greece). Therefore, the present paper is intended to contribute to the knowledge of small mammals of Epeirus, a region which is situated in the north-west part of Greece, in the close proximity of Albania. The first data on small of this region were pubhshed by Miller (1912) who had at his disposal a small series of mammals from the island Korfu.
Greek Alternative Tourism Workshop

Welcome! GREEK NATIONAL TOURISM ORGANIZATION REGION OF CRETE REGION OF EPIRUS TOURISM ORGANISATION OF HALKIDIKI TOURISM ORGANISATION OF LOUTRAKI TOURISM ORGANISATION OF THESSALONIKI THIS IS ATHENS - ATHENS CONVENTION BUREAU MUNICIPALITY OF ARTA MUNICIPALITY OF KARYSTOS MUNICIPALITY OF RETHYMNO MUNICIPALITY OF TINOS AEGEAN AIRLINES AVEDIS TRAVEL & AVIATION AXIA HOSPITALITY DIVANI COLLECTION HOTELS HYATT REGENCY THESSALONIKI LESVOS GEOPARK MARBELLA COLLECTION PSILORITIS NATURAL PARK-UNESCO GLOBAL GEOPARK YES HOTELS ZEUS INTERNATIONAL Greek Alternative Tourism Workshop GREEK BREAKFAST ALPHA PI ANGEL FOODS DELICARGO DRESSINGS EVER CRETE KOUKAKIS FARM MANA GI TRIPODAKIS WINERY & VINEGAR PRODUCTION Greek Gastronomy Workshop Greek Alternative Tourism Workshop Greek Participants ALL YOU WANT IS GREECE. It has been quite a year. A year you’d probably prefer to leave behind and move on. You put your wants on hold and stayed patiently inside, waiting for better days to come. Now that these days are just around the corner, you can start listening again to your wants and do whatever it takes to satisfy them. Always while keeping yourself and those around you safe. If you keep really quiet for a moment, you will hear your inner voice asking you one simple question. “What do you want?” Do you want to experience a little about everything or a lot about one thing? All you want is one place. A place tailor-made for you. #AllYouWantIsGreece REGION OF CRETE Crete is a jewel in the Med- iterranean Sea, the cradle of European civilization. The hospitable Cretan peo- ple are famous for their cul- ture, innovative spirit and nu- tritional habits. The Cretan diet is highly esteemed as one of the healthiest diets in the world, whereas Crete boasts a vast array of quality products such as olive oil, wine, honey, cheese, rusk, herbs.
Landscape Archaeology in the Territory of Nikopolis

Landscape Archaeology in the Territory of Nikopolis ]mnes Wiseman Introduction* study seasons in Epirus in 1995 and 1996; research and analyses of the primary data The Nikopolis Project is an interdisci have continued since that time, along with plinary archaeological investigation which the writing of reports. The survey zone has as its broad, general aim the explana (Figs. 1, 2) extends from the straits of Ac tion of the changing relationships between tium at the entrance to the Ambracian humans and the landscape they inhabited Gulf north to Parga, and from the Louros and exploited in southern Epirus, fi.·om river gorge to the Ionian seacoast, includ Palaeolithic to Mediaeval times. 1 Specifi ing the entire nomos (administrative dis cally, the Project has employed intensive trict) of Preveza, a modern town on the archaeological survey2 and geological in Nikopolis peninsula. On the east the sur vestigations3 to determine patterns of hu vey zone extended along the northern man activity, and to reconstruct what the coast of the Ambracian Gulf into the landscape was like in which those activi nornos of Arta, so that the deltaic, lagoonal ties took place. This undertaking in land area of the Louros river was included, but scape archaeology has led to new insights not the city of Arta (the ancient Ambra into the factors that underlie changes in cia). Since the survey zone is about 1,200 human-land relationships, in son1.e in square kilometers, far too large an area for stances over a short time-span, but partic a complete intensive survey, we chose to ularly over the long term.
Griechenland Pflanzen

Griechenland Pflanzen R. & E. Willing Veronicaceae Veronica Veronica acinifolia L. Veronica anagallis-aquatica L. Veronica arvensis L. Veronica beccabunga L. Veronica bozakmanii M.A.FISCH. Veronica chamaedrys L. Veronica cymbalaria Veronica glauca SM. Veronica hederifolia L. Veronica jacquinii BAUMG. Veronica officinalis L. Veronica orsiniana TEN. subsp. orsiniana Stand 3.1.2018 Veronica persica POIR. Veronica polita FR. Veronica scardica GRISEB. Veronica serpyllifolia L. Veronica acinifolia Irakleion, SW Kamares, 35°08'52’‘N, 24°47'37’‘E, 24.04.2017 276.198 Veronica acinifolia Ioannina, NO Metsovo, 1655 m, 39°47'29''N, 21°12'38''E, 13.06.2017 276.423 Veronica acinifolia Ioannina, NNW Metsovo, 1360 m, 39°47'58''N, 21°09'35''E, 15.06.2017 276.811 Veronica anagallis-aquatica Arta, O Kypseli, 39°22'18''N, 21°06'35''E, 18.05.2016 273.450 Etolia-Akarnania, NO Thermo, 38°36'01’‘N / 21°42'36’‘E, 14.05.2013 Veronica anagallis-aquatica Drama, N Paranesti, 41°20’16’’N, 24°31’25’’E, 22.05.2015 263.345 Etolia-Akarnania, S Platanos, 38°35'11’‘N / 21°47'06’‘E, 15.5.2013 Veronica anagallis-aquatica Ioannina, NO Distrato, 40°02'28''N, 21°01'29''E, 27.09.2014 247.385 Veronica anagallis-aquatica Drama, Lefkogia, 610 m, 41°23'58''N, 23°54'03''E, 08.07.2017 282.153 Veronica arvensis Lefkas, Lazarata, 38°46'46''N, 20°39'14''E, 12.05.2016 Veronica arvensis Arta, SO Athamani, 39°22'00''N, 21°14'13''E, 19.05.2016 Veronica beccabunga Ioannina, NO Metsovo, 1655 m, 39°47'29''N, 21°12'38''E, 13.06.2017 276.425 Veronica beccabunga Ioannina, NO Metsovo, 1655 m, 39°47'29''N,
NATIONAL TECHNICAL UNIVERSITY of ATHENS Soil Moisture Estimation Based on Multispectral and SAR Satellite Data Using Google Eart

NATIONAL TECHNICAL UNIVERSITY OF ATHENS SCHOOL OF RURAL AND SURVEYING ENGINEERING POSTGRADUATE PROGRAM ‘GEOINFORMATICS’ Soil Moisture Estimation based on Multispectral and SAR Satellite Data using Google Earth Engine and Machine Learning Master Thesis Vasiliki-Maria Pegiou-Malakou Athens, October 2018 Soil Moisture Estimation based on Multispectral and SAR Satellite Data using Google Earth Engine and Machine Learning ΕΘΝΙΚΟ ΜΕΤΣΟΒΙΟ ΠΟΛΥΤΕΧΝΕΙΟ ΣΧΟΛΗ ΑΓΡΟΝΟΜΩΝ ΚΑΙ ΤΟΠΟΓΡΑΦΩΝ ΜΗΧΑΝΙΚΩΝ ΠΡΟΓΡΑΜΜΑ ΜΕΤΑΠΤΥΧΙΑΚΩΝ ΣΠΟΥΔΩΝ «ΓΕΩΠΛΗΡΟΦΟΡΙΚΗ» Εκτίμηση Εδαφικής Υγρασίας από Πολυφασματικά και Ραντάρ Δορυφορικά Δεδομένα με χρήση του Google Earth Engine και Τεχνικών Μηχανικής Μάθησης ΜΕΤΑΠΤΥΧΙΑΚΗ ΕΡΓΑΣΙΑ Βασιλική-Μαρία Πέγιου-Μαλακού Αθήνα, Οκτώβριος 2018 Page 1 of 114 Soil Moisture Estimation based on Multispectral and SAR Satellite Data using Google Earth Engine and Machine Learning ΕΘΝΙΚΟ ΜΕΤΣΟΒΙΟ ΠΟΛΥΤΕΧΝΕΙΟ ΣΧΟΛΗ ΑΓΡΟΝΟΜΩΝ ΚΑΙ ΤΟΠΟΓΡΑΦΩΝ ΜΗΧΑΝΙΚΩΝ ΠΡΟΓΡΑΜΜΑ ΜΕΤΑΠΤΥΧΙΑΚΩΝ ΣΠΟΥΔΩΝ «ΓΕΩΠΛΗΡΟΦΟΡΙΚΗ» Εκτίμηση Εδαφικής Υγρασίας από Πολυφασματικά και Ραντάρ Δορυφορικά Δεδομένα με χρήση του Google Earth Engine και Τεχνικών Μηχανικής Μάθησης ΜΕΤΑΠΤΥΧΙΑΚΗ ΕΡΓΑΣΙΑ Βασιλική-Μαρία Πέγιου-Μαλακού ……………. Επιβλέπων : Κωνσταντίνος Καράντζαλος Αν. Καθηγητής Ε.Μ.Π. Εγκρίθηκε από την τριμελή εξεταστική επιτροπή την 25η Οκτωβρίου 2018. (Υπογραφή) (Υπογραφή) (Υπογραφή) ................................... ................................... ................................... Κωνσταντίνος Καράντζαλος Δημήτριος Αργιαλάς Παντελής Μπαρούχας Αν. Καθηγητής Ε.Μ.Π. Καθηγητής