D9.30: Report on EO Economic Development Workshop.

Transkript

1 EOPOWER FP7 European project Earth Observation for Economic Empowerment D9.30: Report on EO Economic Development Workshop. Title : D9.30 Creator : Aziz Koru, Dr. Ufuk Sakarya Creation date : Date of last revision : Subject : This deliverable is a report describing EO Economic Development Workshop. Status : Final Type : Deliverable Description : This deliverable provides information on EO Economic Development Workshop. Contributor(s) : TUBITAK UZAY EOPOWER Project Team Rights : Public Identifier : EO Economic Development Workshop Submission Copy Language : English Relation : D9.10 Report on the inventory of EO resources and EO environmental applications and technologies inturkey. EOPOWER project is co-funded by the European Commission under the Grant Agreement ; THEME [ENV ENV ]

2 DOCUMENT REVISIONS Version Date Changes Authors 1 01/04/2015 First version for general Aziz Koru comments by TUBITAK UZAY EOPOWER Project Team 2 01/04/ /04/ /04/ /04/2015 Second version for general comments by Dr. Ufuk Sakarya by adding information about final report on the workshop Third version by adding information about participated workshops 4 18/05/2015 Fourth version by controlling the report and comments on the report 5 29/05/2015 Fifth version finalized by the feedback received by Mark Noort Aziz Koru + Dr. Ufuk Sakarya + TUBITAK UZAY EOPOWER Project Team Aziz Koru + Dr. Ufuk Sakarya + TUBITAK UZAY EOPOWER Project Team Mark Noort Aziz Koru 2

3 EXECUTIVE SUMMARY Turkey is in between the seas, three continents, energy corridor, etc. Monitoring, controlling, analyzing and decision making processes are becoming more important with the high economic growth rates in the last decade. Turkey has the world's 17th largest GDP by PPP and 17th largest nominal GDP. Turkey is a country with a rapid rate of change in many aspects: its urbanization process is not sufficiently controlled, it has large development projects (highways, dams, irrigation, housing, infrastructure etc.), it undergoes changing agricultural practices, causing environmental problems with soil erosion, and deforestations. Moreover, vulnerability to natural hazards such as landslides, flooding, earthquakes, and uncontrolled developments cause higher risks and in the likely case of disaster events higher damages. Furthermore, in a rapidly developing state, these developments have to be monitored continuously, in order to support any necessary revisions in the spatial policies to streamline the developments. Especially Earth Observation Systems can support the acquisition and handling of traditional information. Most Turkish Institutions have integrated Earth Observation (EO) facilities for supporting their services related with environmental, economic and societal issues. The goal of EOPOWER is to promote earth observation activities. One of the basic activity is to organize workshops and dedicated meetings with the stakeholders. During EOPOWER project two important activities were organized by TUBITAK UZAY. TUBITAK UZAY is representative organization for Turkey in APSCO (Asia- Pacific Space Cooperation Organization - It has organized an international symposium in Ankara in October 8-10, 2013 on Satellite Remote Sensing (RS) and Geographic Information System (GIS) Development in Asia- 3

4 Pacific Region and has invited all related governmental organizations to participate and to make a presentation on their activities on RS & GIS. An abstract book was published and distributed among participants. ( turkey.org) At the end of the workshop all the presentations were shared by the speakers. Another event named as Earth Observation Satellite Technologies and Usage of Satellite Data was held from 19 to 20 March 2014 in Ankara, Turkey. This event was a national event organized by Ministry of Defense, Ministry of Development, Ministry of Science, Industry and Development and TUBITAK UZAY. There were around 250 participants from the governmental organizations and the academy. At the end of the workshop all the presentations were shared by the participants. ( During the project period, some workshops were participated to increase the awareness of some remote sensing topics in Turkey. One of the most important of these topics is increasing the usage of RASAT satellite imagery in some remote sensing applications. Another topic is hyperspectral image processing research. 4

5 TABLE OF CONTENT DOCUMENT REVISIONS EXECUTIVE SUMMARY TABLE OF CONTENT ORGANIZED WORKSHOPS The APSCO 5th International Symposium on Satellite Remote Sensing (RS) and Geographic Information System (GIS) Development in Asia- Pacific Region Workshop on Earth Observation Satellite Technologies and Usage of Satellite Data Decisions Taken in the Workshop Results and Proposals PARTICIPATION IN WORKSHOPS Participation with papers and posters Participation without papers and posters 14 REFERENCES FIGURES & TABLES

6 1. ORGANIZED WORKSHOPS 1.1. The APSCO 5th International Symposium on Satellite Remote Sensing (RS) and Geographic Information System (GIS) Development in Asia- Pacific Region Website: turkey.org The APSCO 5th International Symposium on Satellite Remote Sensing (RS) and Geographic Information System (GIS) Development in Asia- Pacific Region was held successfully on Oct 8-11, 2013, in Ankara, Turkey, organized jointly by the Secretariat of APSCO and TUBITAK UZAY Space Technologies Research Institute of Turkey. Figure 1. Participants of APSCO Symposium The Symposium was attended actively by more than 100 participants from Member States of the APSCO including Bangladesh, China, Iran, Mongolia, Pakistan, Peru, Thailand, and Turkey. The language of the symposium was English. During the Symposium, total 32 selected papers and 8 key note speeches have been presented by participants covering topics ranged from Satellite RS&GIS technology and trend, Applications, satellite RS platform, sensors, and ground system, and Calibration and processing of satellite RS data etc. The technical tour was organized at the end of the Symposium and visited Tuz Golu RS Calibration and Validation site of the TUBITAK UZAY, and Cappadocia sightseeing place near to Ankara city. 6

7 The opening ceremony of the Symposium was held on Oct 8, 2013 at the Symposium venue in the Ramada Hotel and attended by many VIPs including Secretary General of the APSCO, Director of TUBITAK UZAY, and First Vice President of ISPRS, Member of the ICSU Executive Board. The closing ceremony was held successfully on Oct 10, 2013, at the same venue, and Certificates of Attendance and Appreciation were issued to all contributors. Figure 2. Opening Speeches and Key Note Speakers of APSCO Symposium APSCO International Symposium is one of the annual activities of the APSCO Secretariat, which have been organized since In accordance with the decision of the 6th Meeting of the APSCO Council, the APSCO 5th International Symposium has been organized and addressed some important hot issues of RS & GIS Development in the region, and provided a platform for exchanging opinions and views on selected topics by many participants from different countries in the region including APSCO Member States. 7

8 1.2. Workshop on Earth Observation Satellite Technologies and Usage of Satellite Data Website 1: Website 2: Workshop on Earth Observation Satellite Technologies and Usage of Satellite Data was held from 19 to 20 March 2014 in Ankara, Turkey. This event was a national event organized by Ministry of Defense, Ministry of Development, Ministry of Science, Industry and Development and TUBITAK UZAY. There were around 240 participants from 43 different governmental organizations and academics. The language of the workshop was Turkish. The workshop was divided in 9 sessions and 54 speakers held presentations around 44 different topics. At the end of the workshop all the presentations were shared by the participants. A 19- page final report of this workshop is also available on the web site. Figure 3. Participants of Workshop 8

9 On the first day of the workshop there were talks and presentations on Public R&D Funding, Advancements on Earth Observation Satellite Technologies and Exploitation of Remotely Sensed Data, Overview of Earth Observation Satellite Technologies and Indigenous Earth Observation Satellites, Activities in Public Organization about Exploitation of Satellite Images. Figure 4. Opening Speech of the Workshop On the second day of the workshop there were presentations on Exploitation of Remotely Sensed Data, Usage of Satellite Images in Agriculture, Forest and Water Domain, Project on Indigenous Earth Observation Satellite Technologies Development and Sub- systems Development Project (IMECE Project), Usage of Satellite Images in the field of geology, mineral research and exploration and archaeology, Usage of Satellite Images in Environment and Urban Planning Decisions Taken in the Workshop a) To continue the enhancement of regulations to improve R&D activities, 9

10 b) Organization of this workshop at least once in a year for better usage of R&D funding provided by the Ministries, c) Increasing full time R&D personnel for better usage of R&D funding, d) Importance of efforts from educational institutions and research institutes on increasing full time R&D personnel, e) Support programs on satellites with low cost and short time development period instead of high cost and longtime development period f) Importance of development of indigenous launch systems, g) Centralized system for coordination of satellite image processing for expert user needs, h) Increasing needs in development of automatic recognition software and systems, i) The more benefit from satellite images can be satisfied by on- time planning and fit for purpose for the targeted mission, j) Governmental organizations submitting satellite image requests should provide the necessary time for planning to organizations responsible for satellite image processing and services, k) The need for indigenous hyperspectral sensor development and spectral library, l) The need for forming a reflectance catalogue for agricultural products, m) The need of a centre for data processing, analysis and big data management, n) The importance of production of higher resolution DEM, o) Support on efforts for development of Big Data Technologies instead of conventional data storage and processing methods which cannot solve all problems. 10

11 Results and Proposals a) Having national satellites with near infrared, infrared and thermal bands in addition to visible bands will enhance basic geographic base and enrich geographic inventory, b) Technical requirements of the satellites should also be decided by addition of other related organizations, c) There is a need having centralized institutional structuring to identify the increasing needs of Earth Observation satellite data usage, development of applications satisfying the needs, effective and coordinated usage of data among public organizations, d) Although there are many organizations interested with hyperspectral subject in Turkey there is no indigenous sensor. There is increasing trend in this topic and it is important to get technological capability, e) There is a need to provide solutions for the detection, identification, fusion and tracking of the target and concept from the image and image series taken by active and passive sensors from space, air and land, f) Satellite data provided by future satellite programs should be effectively processed and analyzed. In order to achieve these goals preparatory actions and necessary project planning should be taken into consideration, g) Image Analysis Research and Application Center should be established to provide sustainable knowledge, image achieve and sharing, development of algorithms and services to scientist, h) There is a need in the following subjects: production of orthorectified images, stereo imaging and increasing the number of users, spectral archives other than visible range, higher spectral resolution, having not less than 11 bit radiometric resolution, higher temporal resolution by using more than one satellite and development of national SAR satellite; i) There is a trend in the world for low cost satellites. Micro- satellites are an alternative solution for higher resolutions in terms of temporal, spectral, spatial and radiometric, 11

12 j) All cycle of an Earth Observation satellite development was achieved by Göktürk- 2 satellites starting from design, development, test and integration, launching processes, k) By the help of Göktürk- 2 satellite, Turkey is able to get higher resolution satellite images, l) There is a need to organize another workshop with the participation of related industries, m) Within the context of Indigenous Earth Observation Satellite Technologies Development and Sub- systems Development Project (IMECE Project) all experts from industry, governmental organizations including academy will provide the necessary impact. More information could find in this video ( n) The trend in usage of data exploitation by hyperspectral images are increasing, priority should be given to build spectral signature library and the images will be taken by IMECE satellite s hyperspectral camera will fill the gaps in this field. 12

13 2. PARTICIPATION IN WORKSHOPS During the project period, some workshops were attended to increase the awareness of some remote sensing topics in Turkey. One of the most important of these topics is increasing the usage of RAST satellite imagery in some remote sensing applications. Research was undertaken on disaster management. As an output of this research, a paper was prepared and it was presented at a conference (Ref. 4). In this paper, the importance of remote sensing and image processing in disaster management applications is emphasised. Sample applications of RASAT imagery related to disaster management were given. Therefore, it was aimed to increase awareness in the image processing research community in Turkey of the advantages of the use of RASAT imagery. Another topic is hyperspectral image processing research. For this purpose a paper was presented in a national conference, in which about 2000 persons were participated ( be=0), to inform hyperspectral image processing research at TUBITAK UZAY (Ref. 6) Participation with papers and posters a) 3rd Geological Remote Sensing Symposium, Antalya, Turkey, March 2014 b) IEEE 22nd Signal Processing, Communication and Applications Conference, Trabzon, Turkey, April 23-25, c) ISPRS Technical Commission VII Symposium, Istanbul, Turkey, 29 September 2 October d) 5th Symposium on Remote Sensing & GIS (UZAL- CBS 2014), İstanbul, Ekim e) TMMOB Harita ve Kadastro Mühendisleri Odası, 15. Türkiye Harita Bilimsel ve Teknik Kurultayı, Ankara, Mart

14 f) IEEE 23nd Signal Processing, Communication and Applications Conference, Malatya, Turkey, May 16-19, ( g) VIIIth Symposium of The National Union for Photogrammetry and Remote Sensing of Turkey (Türkiye Ulusal Fotogrametri Ve Uzaktan Algılama Birliği VIII. Sempozyumu) (TUFUAB 2015), Konya, May ( h) 6th International Conference on Recent Advances in Space Technologies (RAST 2015), İstanbul, Türkiye, June, 2015 (Accepted) Participation without papers and posters a) AFTEK 2013 Summer Workshop on The Usage of Advanced Technologies for Emergency Management, Istanbul, Turkey, 3 July 2013 b) Novi Sad GEO Workshop, Novi Sad, Serbia, Sep 2013 c) AFTEK 2013 Autumn Workshop on The Usage of Advanced Technologies for Emergency Management, Ankara, Turkey, Nov 2013 d) 5th GEOBIA Conference, Thessaloniki, Greece, May

15 REFERENCES 1. Agenda of The APSCO 5th International Symposium on Satellite Remote Sensing (RS) and Geographic Information System (GIS) Development in Asia- Pacific Region 2. Agenda of Workshop on Earth Observation Satellite Technologies and Usage of Satellite Data 3. R. Küpçü, Orthorectification of RASAT Images by Comparing the Results of Different Reference and DEM Data, 3rd Geological Remote Sensing Symposium, Antalya, Turkey, March U. Sakarya, C. Demirkesen, M. Teke, Unsharp masking filter based shadow invariant feature extraction for hyperspectral signatures, IEEE 22nd Signal Processing, Communication and Applications Conference, Trabzon, Turkey, pp , April 23-25, U. Sakarya, S.Z. Gürbüz, C. Demirkesen, H.S. Deveci, S. Tankız, A.F. Öztoprak, Ö. Yılmaz, İ. Atıl, M.A. Arabacı, N. Akbaba, Ö. Mişe, M. Teke, Afet yönetiminde görüntü işleme uygulamlarının kısa bir incelemesi ve RASAT ile örnek uygulamalar (A short survey of image processing applications in disaster management and sample applications with RASAT), V. Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL- CBS 2014), İstanbul, Ekim C. Demirkesen, S.Z. Gürbüz, U. Sakarya, H.S. Deveci, S. Tankız, F. Öztoprak, Ö. Yılmaz, İ. Atıl, M.A. Arabacı, N. Akbaba, Ö. Mişe, M. Teke, Afet Yönetiminde Algılayıcı Teknolojilerinin Kullanımı (Usage of Sensor Technologies in Disaster Management), V. Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL- CBS 2014), İstanbul, Ekim U. Sakarya, M. Teke, C. Demirkesen, O. Haliloğlu, A.Ö. Kozal, H.S. Deveci, A.F. Öztoprak, B.U. Töreyin, S.Z. Gürbüz, TÜBİTAK UZAY da Hiperspektral Görüntü İşleme Araştırmaları: , TMMOB Harita ve Kadastro Mühendisleri Odası, 15. Türkiye Harita Bilimsel ve Teknik Kurultayı, Ankara, Mart U. Sakarya, Thermal infrared hyperspectral dimension reduction experiment results for global and local information based linear discriminant analysis, IEEE 23nd Signal Processing, Communication and Applications Conference, Malatya, 15

16 Turkey, May 16-19, ( 9. A.Ö. Kozal, U.M. Leloglu, 3D Reconstruction from Göktürk- 2 Satellite Images, VIIIth Symposium of The National Union for Photogrammetry and Remote Sensing of Turkey (Türkiye Ulusal Fotogrametri Ve Uzaktan Algılama Birliği VIII. Sempozyumu) (TUFUAB 2015), Konya, May 2015 ( 10. U. Sakarya, M. Teke, C. Demirkesen, O. Haliloğlu, A.Ö. Kozal, H.S. Deveci, A.F. Öztoprak, B.U. Töreyin, S.Z. Gürbüz, A Short Survey of Hyperspectral Remote Sensing and Hyperspectral Remote Sensing Research At TÜBİTAK UZAY, in: Proceedings of 6th International Conference on Recent Advances in Space Technologies (RAST 2015), İstanbul, Türkiye, June, 2015 (Accepted). 16

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20 Agenda of Workshop on Earth Observation Satellite Technologies and Usage of Satellite Data YER GÖZLEM UYDU TEKNOLOJİLERİ VE VERİ KIYMETLENDİRME ÇALIŞTAY PROGRAMI Kayıt FAALİYET 1 nci Gün (19 Mart 2014) Öğleden Önce BİLDİRİ YAPACAK KURUM(LAR) KONU SAAT Çalıştay Gündeminin Sunulması MSB İstiklal Marşı ve Saygı Duruşu Çalıştay Amacının ve Yer Gözlem Uydu Teknolojilerinin Geliştirilmesi (İMECE) Projesinin sunulması Kamu Destekleri Oturum Başkanı: MSB ARGE ve Teknj.D.Bşk.Müh.Alb.Hayri ÖZDEN Yer Gözlem Uydu Teknolojilerindeki Gelişmeler ve Uzaktan Algılama Verilerinin Kıymetlendirilmesi Oturum Başkanı: Prof.Dr.Filiz SUNAR Hv.Plt.Tuğg.Mustafa AVCI (Çalıştay Başkanı) D.Bşk.Özgür Kadir ÖZER (Kalkınma Bakanlığı) D.Bşk.Recep UZUNGİL (Bilim, Sanayi ve Teknoloji Bakanlığı) D.Bşk.Fatma ÇALIŞKAN (Ulaştırma, Denizcilik ve Haberleşme Bakanlığı) ARA Dr.Hu GANG Mr.Wu CHAO (China Great Wall Industry Cooperation) Prof.Dr.Rüstem ASLAN (İTÜ) (TÜBİTAKUZAY Enst.Md.lüğü) Prof.Dr.Filiz SUNAR (İTÜ) ÖĞLE YEMEĞİ ARGE Yenilik Politikaları ve Araştırma Altyapıları ARGE Desteği ARGE Desteği Yurt Dışındaki Uzay Çalışmaları Yer Gözlem Uydularında Nano ve Mikro Uydular Türkiye deki Yeni Nesil Uydu ve Uydu Alt Sistem Tasarım Çalışmaları Uzaktan Algılama Verilerinin Kıymetlendirilmesi

21 1 nci Gün (19 Mart 2014) Öğleden Sonra A Oturumu : Yer Gözlem Uydu Teknolojilerine Genel Bakış ve Yurt İçinde Geliştirilmiş Yer Gözlem Uyduları Oturum Başkanı : Prof.Dr.Ozan TEKİNALP FAALİYET BİLDİRİ YAPACAK KURUM(LAR) KONU SAAT Hv.Alb.Burhan ŞAHİN (Hv.K.K.lığı) TSK Uzay Çalışmaları ve Uydu Yol Haritası Dr.Müh.Yb.Mustafa ERDOĞAN (MSB Hrt.Gn.K.lığı) Yer Gözlem Uydu Teknolojilerindeki Gelişmeler Yer Gözlem Uydu Teknolojilerine Genel Bakış ve Yurt İçinde Geliştirilmiş Yer Gözlem Uydu Teknolojileri Dr.Ayşe Neslin İSMAİLOĞLU (TÜBİTAK UZAY) Müh.Yusuf ORHAN (MSB ARGE ve Teknj.D.Bşk.lığı) BİLSAT Ve RASAT Projelerinin Sunulması GÖKTÜRK- 2 Uydusu Hv.Yzb.Emrah ÇINAR (Hv.K.K.lığı) GÖKTÜRK- 2 Uydusunun Operasyonel Kabiliyetleri Prof.Dr.Ozan TEKİNALP (ODTÜ) DÖNENCE Projesi ARA

22 1 nci Gün (19 Mart 2014) Öğleden Sonra B Oturumu Faaliyetler Oturum Başkanı : Uydu Görüntülerinin Kıymetlendirilmesi Konusunda Kamuda Yürütülen : Prof.Dr.Alper ÇABUK FAALİYET BİLDİRİ YAPACAK KURUM(LAR) KONU SAAT Uzm.Zübeyde ASLANOĞLU (SSM) HASAT Projesi Prof.Dr.Alper ÇABUK (Anadolu Üniversitesi) Yer ve Uzay Bilimleri Enstitüsünde Yürütülen Faaliyetler Prof.Dr.A.Aydın ALATAN (ODTÜ) ODTÜ Görüntü Analiz Merkezinde Görüntü Kıymetlendirme Konusunda Yapılan ve Planlanan Çalışmalar Uydu Görüntülerinin Kıymetlendirilmesi Konusunda Kamuda Yürütülen Faaliyetler Doç.Dr.Selim AKSOY (Bilkent Üniversitesi) Bilkent Üniversitesindeki Görüntü Kıymetlendirme Konusunda Yapılan ve Planlanan Çalışmalar Uzm.Arş.Mustafa TEKE (TÜBİTAK UZAY) Geoportal ve RASAT Görüntü İşleme Süreçleri Hv.Ütğm.Bayram Giray FİLİZ (Hv.K.K.lığı) GÖKTÜRK- 2 Uydu Verilerinin Temini, Dağıtımı ve Görüntülerin İstatistikleri Dr.Müh.Yb.Veysel Okan ATAK. (Hv.K.K.lığı) GÖKTÜRK- 2 Uydu Sisteminin Görüntü Testleri 22

23 2 nci Gün (20 Mart 2014) A Oturumu : Yer Gözlem Uydu Teknolojileri Kapsamında Devam Eden Çalışmalar Oturum Başkanı: Prof.Dr.A.Rüstem ASLAN FAALİYET ICARE- CNRS Havacılık ve Uzay Araştırma Programı Yer Gözlem Uydu Teknolojilerinin Geliştirilmesi (İMECE) Projesi Alt Sistem Projeleri BİLDİRİ YAPACAK KURUM(LAR) Prof.Dr.İskender GÖKALP (ICARE Enst.Md.) - Haberleşme Sistemi Geliştirilmesi Projesi - Tepki Tekeri Geliştirilmesi Projesi - Güneş Algılayıcı Geliştirilmesi Projesi - Yıldız Algılayıcı Geliştirilmesi Projesi - Yer İstasyonu Geliştirilmesi Projesi Baş.Uzm.Arş.Serbay ULUTAŞ (TÜBİTAK UZAY) SAAT Lityum- İyon Batarya Geliştirilmesi Projesi Dr.Davut UZUN (TÜBİTAK MAM Enerji Enstitüsü) B Oturumu : Uydu Görüntülerinin Jeoloji, Maden ve Arkeoloji Alanında Kullanımı Oturum Başkanı: Dr. Öncü Engin SÜMER FAALİYET Yerbilimlerinde Elektro- Optik Uydu Verilerinin Kullanımı ve Planlanan Hiperspektral Çalışmalar Uzaktan Algılama Teknikleri ile Türkiye nin Hidrokarbon Potansiyelinin Araştırılması Hiperspektral Uydu Görüntülerinin Jeoloji, Maden ve Arkeoloji Alanında Kullanımı Uydu Görüntülerinin Arkeoloji Alanında Kullanımı Hiperspektral Görüntü İşleme Araştırmaları BİLDİRİ YAPACAK KURUM(LAR) Dr. Engin Öncü SÜMER (MTA Gn.Md.lüğü) Md.Recep KIZILKOCA Müh.Elif AYDIN (TPAO Gn.Md.lüğü) Doç.Dr.Alp ERTÜRK (Kocaeli Üniversitesi) Müh.Buğra AYAN (MSB ARGE ve Teknj.D.Bşk.lığı) Dr.Ufuk SAKARYA (TÜBİTAK UZAY) SAAT

24 C Oturumu : Uzaktan Algılama Verilerinin Kıymetlendirilmesi. Oturum Başkanı: Doç.Dr.Müh.Alb.Onur LENK FAALİYET Yer Kontrol Noktası Sayı ve Dağılımına Göre RASAT Uydu Görüntülerinin Geometrik Düzeltme Doğruluğunun Araştırılması Hiperspektral Görüntülerin Kıymetlendirilmesi TANDEM- X Yüksek Çözünürlükle Yükseklik Verisinin Doğruluk Analizi ARA Bulut Bilişim, Büyük Veri ve Uzaktan Algılama Uydu Yer Gözlem Araştırmaları (UYGAR) Optik Uydu Görüntülerinden Konuma Bağlı Bilgi Üretimi ve Doğruluk Değerlendirmesi BİLDİRİ YAPACAK KURUM(LAR) Dr.Müh.Yb.Mustafa ERDOĞAN, Dr.Müh.Yb.Altan YILMAZ, Müh.Yb.Oktay EKER (MSB Hrt.Gn.K.lığı) Dr.Hv.Müh.Yb.Süleyman DEMİRCİ (HHO HUTEN) Müh.Alb.Nejat AKSOY, Müh.Alb.Abdulvahit TORUN, Müh.Bnb.Orhan FIRAT, Müh.Yzb.Temel DURGUT (MSB Hrt.Gn.K.lığı) Yrd.Doç.Dr.Galip AYDIN (Fırat Üniversitesi) Murat OBALI Murat ACAR (TÜBİTAK BİLGEM) Yrd.Doç.Dr.Hüseyin TOPAN (Bülent Ecevit Üniversitesi) SAAT

25 D Oturumu Oturum Başkanı : Uydu Görüntülerinin Tarım, Orman ve Su Alanında Kullanımı. : Prof.Dr.Yusuf KURUCU FAALİYET BİLDİRİ YAPACAK KURUM(LAR) SAAT Tarım Uygulamaları Tarımda Görüntü Kullanım Alanları, Değerlendirme Yöntemleri ve Görüntüleme Beklentileri Kelkit Su Havzası Çalışmaları ARA Sakarya Nehri Deltası nın Batısında Arazi Örtüsü Değişimlerinin Uydu Görüntüleri ile Analizi Arazi Kullanımı ve Örtüsü Sınıflandırması Su Kalitesi Araştırması Prof.Dr. Levent GENÇ (Çanakkale On Sekiz Mart Üniversitesi) Prof.Dr.Yusuf KURUCU (Ege Üniversitesi) Doç.Dr.Hakan Mete DOĞAN (Gaziosmanpaşa Üniversitesi) Yrd.Doç.Dr. USTAOĞLU (Sakarya Üniversitesi) Prof.Dr. Şebnem DÜZGÜN (ODTÜ) Doç.Dr.Semih EKERCİN (Aksaray Üniversitesi) Beyza

26 E Oturumu : Uydu Görüntülerinin Çevre ve Şehircilik Alanında Kullanımı Oturum Başkanı : Yrd.Doç.Dr.Galip AYDIN FAALİYET Açık Kaynak Coğrafi Bilgi Sistemleri Hava Fotoğraflarından ve Uydu Görüntülerinden Elde Edilen Otomatik SYM Üretimlerinin Karşılaştırılması SYM Üretiminde Fotogrametri mi LİDAR mı? ARA BİLDİRİ YAPACAK KURUM(LAR) Yrd.Doç.Dr.Galip AYDIN Fırat Üniversitesi Müh.Yb.Abdulvahit TORUN, Müh.Bnb.Orhan FIRAT MSB Hrt.Gn.K.lığı Müh.Yb.Sabri ŞAHSUVAROĞLU, Müh.Yb.Mustafa ERDOĞAN, Müh.Yb.Oktay EKER MSB Hrt.Gn.K.lığı SAAT Uydu Görüntülerinin Yer Kontrol Noktası Kullanmadan Yer Referanslama Yrd.Doç.Dr.Önder BETTEMİR (İnönü Üniversitesi) Halis Uzaktan Algılama Uygulamaları için Eğitimsiz Makine Öğrenmesi Yöntemleri Yrd.Doç.Dr.Kadim TAŞDEMİR (Uluslararası Antalya Üniversitesi) Askeri Coğrafyada Uzaktan Algılamanın Kullanımı Müh.Yb.Abdullah DEĞER (MSB Hrt.Gn.K.lığı) Kapanış FAALİYET BİLDİRİ KURUM(LAR) YAPACAK SAAT Anket Düzenlenmesi Değerlendirme Koordinasyon Kurulu ve USB Ortamında Sunumların Dağıtılması Değerlendirme Koordinasyon Kurulu ve

27 FIGURES & TABLES Figure 1. Participants of APSCO Symposium Figure 2. Opening Speeches and Key Note Speakers of APSCO Symposium Figure 3. Participants of Workshop Figure 4. Opening Speech of the Workshop 27