D9.30: Report on EO Economic Development Workshop.
EOPOWER – FP7 European project
Earth Observation for Economic Empowerment
http://www.eopower.eu D9.30: Report on EO Economic Development Workshop. Title
Date of last revision
: Aziz Koru, Dr. Ufuk Sakarya
: This deliverable is a report describing EO
Economic Development Workshop.
: This deliverable provides information on
EO Economic Development Workshop.
: TUBITAK UZAY EOPOWER Project Team
: EO Economic Development Workshop
: 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
603500; THEME [ENV.2013.6.5-2 ENV.2013.6.5-2]
Version 1 2 3 4 5 Date Changes 01/04/2015 First version for general comments by TUBITAK UZAY EOPOWER Project Team 01/04/2015 Second version for general -‐
comments by Dr. Ufuk 17/04/2015 Sakarya by adding information about final report on the workshop 27/04/2015 Third version by adding -‐
information about 30/04/2015 participated workshops 18/05/2015 Fourth version by controlling the report and comments on the report 29/05/2015 Fifth version finalized by the feedback received by Mark Noort 2
Authors Aziz Koru Aziz Koru + Dr. Ufuk Sakarya + TUBITAK UZAY EOPOWER Project Team Aziz Koru + Dr. Ufuk Sakarya + TUBITAK UZAY EOPOWER Project Team Mark Noort Aziz Koru 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 -‐ http://www.apsco.int/). 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-‐
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. (http://www.apsco-‐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. (http://uzay.tubitak.gov.tr/tr/duyuru/calistay) 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
TABLE OF CONTENT
1. DOCUMENT REVISIONS 2 EXECUTIVE SUMMARY 3 TABLE OF CONTENT 5 ORGANIZED WORKSHOPS 6 1.1. The APSCO 5th International Symposium on Satellite Remote Sensing (RS) and Geographic Information System (GIS) Development in Asia-‐Pacific Region 6 1.2. Workshop on Earth Observation Satellite Technologies and Usage of Satellite Data
8 1.2.1. Decisions Taken in the Workshop 9 1.2.2. Results and Proposals 11 2. PARTICIPATION IN WORKSHOPS 13 2.1. Participation with papers and posters 13 2.2. Participation without papers and posters 14 REFERENCES 15 FIGURES & TABLES 27 5
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: http://www.apsco-‐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
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 2009. 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
Workshop on Earth Observation Satellite Technologies and Usage of Satellite Data Website 1: http://uzay.tubitak.gov.tr/tr/duyuru/calistay Website 2: http://www.msb.gov.tr/anasayfa/phpscr/argecalistay/index.html
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
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. 1.2.1. Decisions Taken in the Workshop a) To continue the enhancement of regulations to improve R&D activities, 9
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
1.2.2. 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
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 (https://www.youtube.com/watch?v=pK8lXGC13ek), 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
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 (http://www.hkmo.org.tr/genel/bizden_detay.php?kod=13523&tipi=10042&su
be=0), to inform hyperspectral image processing research at TUBITAK UZAY (Ref. 6). 2.1.
Participation with papers and posters a) 3rd Geological Remote Sensing Symposium, Antalya, Turkey, 13-‐14 March 2014 b) IEEE 22nd Signal Processing, Communication and Applications Conference, Trabzon, Turkey, April 23-‐25, 2014. c) ISPRS Technical Commission VII Symposium, Istanbul, Turkey, 29 September – 2 October 2014. d) 5th Symposium on Remote Sensing & GIS (UZAL-‐CBS 2014), İstanbul, 14-‐
17 Ekim 2014. e) TMMOB Harita ve Kadastro Mühendisleri Odası, 15. Türkiye Harita Bilimsel ve Teknik Kurultayı, Ankara, 25-‐28 Mart 2015. 13
f) IEEE 23nd Signal Processing, Communication and Applications Conference, Malatya, Turkey, May 16-‐19, 2015. (http://siu2015.inonu.edu.tr/). 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, 21-‐22 May 2015. (http://www.tufuab2015.selcuk.edu.tr/). h) 6th International Conference on Recent Advances in Space Technologies (RAST 2015), İstanbul, Türkiye, 16-‐19 June, 2015 (Accepted). 2.2.
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, 19-‐21 Sep 2013 c) AFTEK 2013 Autumn Workshop on The Usage of Advanced Technologies for Emergency Management, Ankara, Turkey, 12-‐13 Nov 2013 d) 5th GEOBIA Conference, Thessaloniki, Greece, 21-‐24 May 2014 14
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, 13-‐14 March 2014. 4. 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. 293-‐296, April 23-‐25, 2014. 5. 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, 14-‐17 Ekim 2014. 6. 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, 14-‐17 Ekim 2014. 7. 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: 2012-‐2014”, TMMOB Harita ve Kadastro Mühendisleri Odası, 15. Türkiye Harita Bilimsel ve Teknik Kurultayı, Ankara, 25-‐28 Mart 2015. 8. 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
Turkey, May 16-‐19, 2015. (http://siu2015.inonu.edu.tr/). 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, 21-‐22 May 2015 (http://www.tufuab2015.selcuk.edu.tr/). 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, 16-‐19 June, 2015 (Accepted). 16
Agenda of Workshop on Earth Observation Satellite Technologies and Usage of Satellite Data YER GÖZLEM UYDU TEKNOLOJİLERİ VE VERİ KIYMETLENDİRME ÇALIŞTAY PROGRAMI 1 nci Gün (19 Mart 2014) Öğleden Önce BİLDİRİ YAPACAK KONU FAALİYET KURUM(LAR) Kayıt SAAT 08.30 – 09.20 MSB 09.20 -‐ 09.25 İstiklal Marşı ve Saygı Duruşu 09.25 -‐ 09.30 Çalıştay Amacının ve Yer Gözlem Uydu Teknolojilerinin Geliştirilmesi (İMECE) Projesinin sunulması Hv.Plt.Tuğg.Mustafa AVCI (Çalıştay Başkanı) Çalıştay Gündeminin Sunulması Kamu Destekleri Oturum Başkanı: MSB ARGE ve Teknj.D.Bşk.Müh.Alb.Hayri ÖZDEN 09.30 – 09.45 D.Bşk.Özgür Kadir ÖZER (Kalkınma Bakanlığı) ARGE Yenilik Politikaları ve Araştırma Altyapıları D.Bşk.Recep UZUNGİL (Bilim, Sanayi ve Teknoloji Bakanlığı) ARGE Desteği D.Bşk.Fatma ÇALIŞKAN (Ulaştırma, Denizcilik ve Haberleşme Bakanlığı) ARGE Desteği ARA Yer Gözlem Uydu Teknolojilerindeki Gelişmeler ve Uzaktan Algılama Verilerinin Kıymetlendirilmesi Oturum Başkanı: Prof.Dr.Filiz SUNAR 10.45 – 10.55 Dr.Hu GANG Mr.Wu CHAO (China Great Wall Industry Cooperation) Yurt Dışındaki Uzay Çalışmaları Prof.Dr.Rüstem ASLAN (İTÜ) Yer Gözlem Uydularında Nano ve Mikro Uydular (TÜBİTAKUZAY Enst.Md.lüğü) Türkiye’deki Yeni Nesil Uydu ve Uydu Alt Sistem Tasarım Çalışmaları Prof.Dr.Filiz SUNAR (İTÜ) Uzaktan Algılama Verilerinin Kıymetlendirilmesi ÖĞLE YEMEĞİ 10.55 – 12.30 12.30 – 13.30 09.45 -‐ 10.45 20
A Oturumu Oturum Başkanı 1 nci Gün (19 Mart 2014) Öğleden Sonra : Yer Gözlem Uydu Teknolojilerine Genel Bakış ve Yurt İçinde Geliştirilmiş Yer Gözlem Uyduları : Prof.Dr.Ozan TEKİNALP FAALİYET BİLDİRİ YAPACAK KURUM(LAR) KONU Hv.Alb.Burhan ŞAHİN TSK Uzay Çalışmaları ve Uydu Yol Haritası (Hv.K.K.lığı) Dr.Müh.Yb.Mustafa ERDOĞAN (MSB Hrt.Gn.K.lığı) Dr.Ayşe Neslin İSMAİLOĞLU Yer Gözlem Uydu Teknolojilerine Genel Bakış ve Yurt İçinde Geliştirilmiş Yer Gözlem Uydu Teknolojileri (TÜBİTAK UZAY) Yer Gözlem Uydu Teknolojilerindeki Gelişmeler BİLSAT Ve RASAT Projelerinin Sunulması 13.40 -‐ 15.10 Müh.Yusuf ORHAN (MSB ARGE ve Teknj.D.Bşk.lığı) GÖKTÜRK-‐2 Uydusu Hv.Yzb.Emrah ÇINAR GÖKTÜRK-‐2 Uydusunun Operasyonel Kabiliyetleri (Hv.K.K.lığı) Prof.Dr.Ozan TEKİNALP (ODTÜ) ARA DÖNENCE Projesi 15.10 -‐ 15.30 SAAT 21
B Oturumu Faaliyetler Oturum Başkanı 1 nci Gün (19 Mart 2014) Öğleden Sonra : Uydu Görüntülerinin Kıymetlendirilmesi Konusunda Kamuda Yürütülen : Prof.Dr.Alper ÇABUK BİLDİRİ YAPACAK KURUM(LAR) FAALİYET Uzm.Zübeyde ASLANOĞLU (SSM) Prof.Dr.Alper ÇABUK (Anadolu Üniversitesi) Prof.Dr.A.Aydın ALATAN (ODTÜ) Uydu Görüntülerinin Kıymetlendirilmesi Konusunda Kamuda Yürütülen Faaliyetler Doç.Dr.Selim AKSOY (Bilkent Üniversitesi) Uzm.Arş.Mustafa TEKE (TÜBİTAK UZAY) Hv.Ütğm.Bayram Giray FİLİZ (Hv.K.K.lığı) Dr.Müh.Yb.Veysel Okan ATAK. (Hv.K.K.lığı) 22
KONU SAAT HASAT Projesi Yer ve Uzay Bilimleri Enstitüsünde Yürütülen Faaliyetler ODTÜ Görüntü Analiz Merkezinde Görüntü Kıymetlendirme Konusunda Yapılan ve Planlanan Çalışmalar Bilkent Üniversitesindeki Görüntü Kıymetlendirme Konusunda Yapılan ve Planlanan Çalışmalar Geoportal ve RASAT Görüntü İşleme Süreçleri GÖKTÜRK-‐2 Uydu Verilerinin Temini, Dağıtımı ve Görüntülerin İstatistikleri GÖKTÜRK-‐2 Uydu Sisteminin Görüntü Testleri 15.30 -‐ 17.20 2 nci Gün (20 Mart 2014) : Yer Gözlem Uydu Teknolojileri Kapsamında Devam Eden Çalışmalar A Oturumu Oturum Başkanı: Prof.Dr.A.Rüstem ASLAN FAALİYET BİLDİRİ YAPACAK KURUM(LAR) ICARE-‐CNRS Havacılık ve Uzay Araştırma Programı Prof.Dr.İskender GÖKALP (ICARE Enst.Md.) SAAT 09.30 – 09.45 -‐ Haberleşme Sistemi Geliştirilmesi Projesi -‐ Tepki Tekeri Geliştirilmesi Projesi -‐ Güneş Algılayıcı Geliştirilmesi Projesi -‐ Yıldız Algılayıcı 09.45 – 10.45 Geliştirilmesi Projesi -‐ Yer İstasyonu Yer Gözlem Uydu Teknolojilerinin Geliştirilmesi Projesi Geliştirilmesi (İMECE) Projesi Alt Sistem Baş.Uzm.Arş.Serbay Projeleri ULUTAŞ (TÜBİTAK UZAY) Lityum-‐İyon Batarya Geliştirilmesi Projesi 10.45 -‐ 11.00 Dr.Davut UZUN (TÜBİTAK MAM Enerji Enstitüsü) B Oturumu : Uydu Görüntülerinin Jeoloji, Maden ve Arkeoloji Alanında Kullanımı Oturum Başkanı: Dr. Öncü Engin SÜMER BİLDİRİ YAPACAK FAALİYET KURUM(LAR) Yerbilimlerinde Elektro-‐Optik Uydu Verilerinin Dr. Engin Öncü SÜMER Kullanımı ve Planlanan Hiperspektral Çalışmalar (MTA Gn.Md.lüğü) 11.00 – 11.20 Md.Recep KIZILKOCA Uzaktan Algılama Teknikleri ile Türkiye’nin Müh.Elif AYDIN Hidrokarbon Potansiyelinin Araştırılması (TPAO Gn.Md.lüğü) 11.20 – 11.40 Hiperspektral Uydu Görüntülerinin Jeoloji, Maden ve Doç.Dr.Alp ERTÜRK Arkeoloji Alanında Kullanımı (Kocaeli Üniversitesi) 11.40 – 12.00 Uydu Görüntülerinin Arkeoloji Alanında Kullanımı Müh.Buğra AYAN (MSB ARGE Teknj.D.Bşk.lığı) Hiperspektral Görüntü İşleme Araştırmaları Dr.Ufuk SAKARYA (TÜBİTAK UZAY) SAAT 23
ve 12.00 – 12.15 12.15 – 12.30 C Oturumu : Uzaktan Algılama Verilerinin Kıymetlendirilmesi. Oturum Başkanı: Doç.Dr.Müh.Alb.Onur LENK BİLDİRİ YAPACAK KURUM(LAR) FAALİYET SAAT Dr.Müh.Yb.Mustafa ERDOĞAN, Yer Kontrol Noktası Sayı ve Dağılımına Göre RASAT Uydu Görüntülerinin Geometrik Düzeltme Dr.Müh.Yb.Altan YILMAZ, Doğruluğunun Araştırılması Müh.Yb.Oktay EKER 09.50 – 10.10 (MSB Hrt.Gn.K.lığı) Hiperspektral Görüntülerin Kıymetlendirilmesi Dr.Hv.Müh.Yb.Süleyman DEMİRCİ 10.10 – 10.30 (HHO HUTEN) Müh.Alb.Nejat AKSOY, Müh.Alb.Abdulvahit TORUN, TANDEM-‐X Yüksek Çözünürlükle Yükseklik Verisinin Müh.Bnb.Orhan FIRAT, Doğruluk Analizi Müh.Yzb.Temel DURGUT 10.30 – 10.50 (MSB Hrt.Gn.K.lığı) ARA Bulut Bilişim, Büyük Veri ve Uzaktan Algılama 10.50 – 11.10 Yrd.Doç.Dr.Galip AYDIN (Fırat Üniversitesi) 11.10 – 11.30 Murat OBALI Murat ACAR Uydu Yer Gözlem Araştırmaları (UYGAR) 11.30 – 11.50 (TÜBİTAK BİLGEM) Optik Uydu Görüntülerinden Konuma Bağlı Bilgi Yrd.Doç.Dr.Hüseyin TOPAN Üretimi ve Doğruluk Değerlendirmesi (Bülent Ecevit Üniversitesi) 24
11.50 – 12.10 D Oturumu : Uydu Görüntülerinin Tarım, Orman ve Su Alanında Kullanımı. Oturum Başkanı : Prof.Dr.Yusuf KURUCU BİLDİRİ YAPACAK KURUM(LAR) FAALİYET SAAT Prof.Dr. Levent GENÇ Tarım Uygulamaları (Çanakkale On Sekiz Mart 13.30 – 13.50 Üniversitesi) Tarımda Görüntü Kullanım Alanları, Değerlendirme Prof.Dr.Yusuf KURUCU Yöntemleri ve Görüntüleme Beklentileri (Ege Üniversitesi) 13.50 – 14.20 Doç.Dr.Hakan Mete DOĞAN Kelkit Su Havzası Çalışmaları (Gaziosmanpaşa Üniversitesi) ARA 14.20 – 14.40 14.40 – 14.55 Yrd.Doç.Dr. Beyza Sakarya Nehri Deltası’nın Batısında Arazi Örtüsü USTAOĞLU 14.55 – 15.15 Değişimlerinin Uydu Görüntüleri ile Analizi (Sakarya Üniversitesi) Prof.Dr. Şebnem DÜZGÜN Arazi Kullanımı ve Örtüsü Sınıflandırması (ODTÜ) Doç.Dr.Semih EKERCİN Su Kalitesi Araştırması (Aksaray Üniversitesi) 25
15.15 – 15.35 15.35 – 15.55 E Oturumu : Uydu Görüntülerinin Çevre ve Şehircilik Alanında Kullanımı Oturum Başkanı : Yrd.Doç.Dr.Galip AYDIN BİLDİRİ YAPACAK KURUM(LAR) FAALİYET SAAT Yrd.Doç.Dr.Galip AYDIN Açık Kaynak Coğrafi Bilgi Sistemleri 13.30 – 13.50 Fırat Üniversitesi Müh.Yb.Abdulvahit TORUN, Hava Fotoğraflarından ve Uydu Görüntülerinden Elde Edilen Otomatik SYM Üretimlerinin Müh.Bnb.Orhan FIRAT Karşılaştırılması MSB Hrt.Gn.K.lığı 13.50 – 14.20 Müh.Yb.Sabri ŞAHSUVAROĞLU, Müh.Yb.Mustafa ERDOĞAN, SYM Üretiminde Fotogrametri mi LİDAR mı? 14.20 – 14.40 Müh.Yb.Oktay EKER MSB Hrt.Gn.K.lığı ARA Uydu Görüntülerinin Yer Kullanmadan Yer Referanslama Kontrol 15.00 – 15.20 Yrd.Doç.Dr.Önder Noktası BETTEMİR Halis 14.55 – 15.15 (İnönü Üniversitesi) Yrd.Doç.Dr.Kadim Uzaktan Algılama Uygulamaları için Eğitimsiz Makine TAŞDEMİR Öğrenmesi Yöntemleri (Uluslararası Antalya Üniversitesi) Askeri Coğrafyada Uzaktan Algılamanın Kullanımı 15.15 – 15.35 Müh.Yb.Abdullah DEĞER (MSB Hrt.Gn.K.lığı) 15.35 – 15.55 BİLDİRİ KURUM(LAR) SAAT Kapanış FAALİYET YAPACAK Anket Düzenlenmesi Değerlendirme Koordinasyon Kurulu ve USB Ortamında Sunumların Dağıtılması Değerlendirme Koordinasyon Kurulu ve 26
16.00 – 16.15 16.15 – 16.30 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