Automatic oil spill detection along the egyptian coasts using satellite imagery and artificial intelligence / (رقم التسجيلة. 179161)
[ عرض عادي ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 04573namaa22004451i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GICUC |
| 005 - أخر تعامل مع التسجيلة | |
| control field | 20260416110357.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 260404s2025 ua a|||frm||| 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloguing agency | EG-GICUC |
| Language of cataloging | eng |
| Transcribing agency | EG-GICUC |
| Modifying agency | EG-GICUC |
| Description conventions | rda |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| Language code of summary or abstract | eng |
| -- | ara |
| 049 ## - Acquisition Source | |
| Acquisition Source | Deposit |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 665.5 |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) | |
| Classification number | 665.5 |
| Edition number | 21 |
| 097 ## - Degree | |
| Degree | Ph.D |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Local Call Number | Cai01.13.12.Ph.D.2025.Mo.A |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Authority record control number or standard number | Mohamed Ramadan Abdallah Zakzouk, |
| Preparation | preparation. |
| 245 10 - TITLE STATEMENT | |
| Title | Automatic oil spill detection along the egyptian coasts using satellite imagery and artificial intelligence / |
| Statement of responsibility, etc. | by Mohamed Ramadan Abdallah Zakzouk ; Supervisors: Prof. Dr. Abdel Sattar A. Dahab, Prof. Dr. Abdul-Aziz M. Abdul-Aziz, Prof. Dr. Islam H. Abou El-Magd. |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | الكشف التلقائي عن البقع النفطية على السواحل المصرية باستخدام الصور الفضائية والذكاء الاصطناعى |
| 264 #0 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | 2025. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 137 pages : |
| Other physical details | illustrations ; |
| Dimensions | 30 cm. + |
| Accompanying material | CD. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rda content |
| 337 ## - MEDIA TYPE | |
| Media type term | Unmediated |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Source | rdacarrier |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (Ph.D)-Cairo University, 2025. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Bibliography: pages 117-126. |
| 520 #3 - SUMMARY, ETC. | |
| Summary, etc. | This thesis presents an advanced, automated framework for detecting and monitoring oil spills in Egyptian coastal waters using remote sensing and deep learning. It integrates Sentinel-1 SAR and Sentinel-2 multispectral data to analyze oil spills. After developing and validating new spectral indices—shown to outperform existing ones—a comprehensive annotated SAR dataset of 1,500 Egyptian oil spill cases was created. A DeepLabv3+ model trained on this dataset achieved high segmentation accuracy, surpassing results from existing models. An end-to-end workflow was implemented for automated detection and area estimation, demonstrating reliable performance in real-world scenarios. The research supports the Egyptian Environmental Affairs Agency (EEAA) in meeting international marine protection standards and highlights the effectiveness of combining spectral analysis with AI for scalable, region-specific oil spill monitoring. |
| 520 #3 - SUMMARY, ETC. | |
| Summary, etc. | تُقدم هذه الرسالة إطارًا متقدمًا وآليًا للكشف عن بقع النفط ومراقبتها في المياه الساحلية المصرية باستخدام تقنيات الاستشعار عن بُعد والتعلم العميق. يدمج هذا الإطار بيانات الرادار من القمر الصناعي سينتنال 1 وبيانات متعددة الأطياف من سينتنال 2 لتحليل خصائص بقع النفط. بعد تطوير مؤشرات طيفية جديدة أثبتت تفوقها على المؤشرات السابقة، تم إنشاء مجموعة بيانات شاملة تحتوي على 1500 حالة موثقة لبقع نفطية مصرية باستخدام صور رادارية. تم تدريب نموذج DeepLabv3+ على هذه البيانات، وحقق دقة عالية في التجزئة متجاوزًا أداء النماذج الحالية. كما تم تنفيذ سير عمل شامل للكشف التلقائي وتقدير المساحات، وأظهر أداءً موثوقًا في الحالات الواقعية. تدعم هذه الدراسة جهاز شؤون البيئة المصري في الامتثال للاتفاقيات الدولية لحماية البيئة البحرية، وتبرز فعالية دمج التحليل الطيفي مع الذكاء الاصطناعي في مراقبة بقع النفط بشكل فعال وقابل للتوسع حسب الخصائص الإقليمية. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Issues CD | Issues also as CD. |
| 546 ## - LANGUAGE NOTE | |
| Text Language | Text in English and abstract in Arabic & English. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Petroleum Engineering |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | هندسة البترول |
| 653 #1 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Oil Spill |
| -- | Spectral Indices |
| -- | Synthetic Aperture Radar |
| -- | Automatic Detection |
| -- | Deep Learning |
| -- | Egyptian Coasts |
| -- | التلوثات النفطية |
| -- | المعاملات الطيفية |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Abdel Sattar A. Dahab |
| Relator term | thesis advisor. |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Abdul-Aziz M. Abdul-Aziz |
| Relator term | thesis advisor. |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Islam H. Abou El-Magd |
| Relator term | thesis advisor. |
| 900 ## - Thesis Information | |
| Grant date | 01-01-2025 |
| Supervisory body | Abdel Sattar A. Dahab |
| -- | Abdul-Aziz M. Abdul-Aziz |
| -- | Islam H. Abou El-Magd |
| Discussion body | El Sayed A. Zaghloul |
| -- | Zakaria E. Hamimi |
| Universities | Cairo University |
| Faculties | Faculty of Engineering |
| Department | Department of Petroleum Engineering |
| 905 ## - Cataloger and Reviser Names | |
| Cataloger Name | Shimaa |
| Reviser Names | Eman Ghareb |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Thesis |
| Edition | 21 |
| Suppress in OPAC | No |
| Source of classification or shelving scheme | Home library | Current library | Date acquired | Inventory number | Full call number | Barcode | Date last seen | Effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | قاعة الرسائل الجامعية - الدور الاول | 04.04.2026 | 93651 | Cai01.13.12.Ph.D.2025.Mo.A | 01010110093651000 | 04.04.2026 | 04.04.2026 | Thesis |