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All Journal Jurnal Manajemen dan Organisasi BIOTROPIA - The Southeast Asian Journal of Tropical Biology REKAYASA QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama JURNAL ILMIAH GEOMATIKA AKSIOLOGIYA : Jurnal Pengabdian Kepada Masyarakat Jurnal Sains Dan Teknologi (SAINTEKBU) Maqasid: Jurnal Studi Hukum Islam SYAMIL: Jurnal Pendidikan Agama Islam (Journal of Islamic Education) Indonesian Journal of Science and Mathematics Education Jurnal Ekonomi Islam Jurnal Manajemen Pembangunan Daerah Communications in Science and Technology Jurnal Farmasi Medica (Pharmacy Medical Journal) PMJ Martabe : Jurnal Pengabdian Kepada Masyarakat JURNAL PERTANIAN Jurnal Penelitian dan Pengabdian Kepada Masyarakat UNSIQ Jurnal Tarbiyah : Jurnal Ilmiah Kependidikan JISIP: Jurnal Ilmu Sosial dan Pendidikan Jurnal Mandala Pharmacon Indonesia Jurnal Review Pendidikan dan Pengajaran (JRPP) JGISE-Journal of Geospatial Information Science and Engineering Authentic Research of Global Fisheries Application Journal (Aurelia Journal) Jurnal Inovasi Farmasi Indonesia Jurnal Riset Biologi dan Aplikasinya Jurnal Ilmiah JKA (Jurnal Kesehatan Aeromedika) JUKESHUM: Jurnal Pengabdian Masyarakat FORTE JOURNAL Jurnal Abdimas Kartika Wijayakusuma Action Research Literate (ARL) Indonesian Journal of Health Science Widya Bhumi Sultan Idris Journal of Psychology and Education SYAMIL: JURNAL PENDIDIKAN AGAMA ISLAM (JOURNAL OF ISLAMIC EDUCATION) FENOMENA: Jurnal Penelitian Darris: Jurnal Pendidikan Madrasah Ibtidaiyah Al Karima : Jurnal Studi Ilmu Al Qur'an dan Tafsir Keris: Journal of Community Engagement Journal of Research Applications in Community Services el-Aqwal: Journal of Sharia and Comparative Law Borneo Journal of Islamic Education Journal of Education and Learning Sciences Jurnal Masyarakat Madani Indonesia DUNIA KEPERAWATAN: JURNAL KEPERAWATAN DAN KESEHATAN Jurnal Ekonomi Islam AL-UMRON: Jurnal Pengabdian kepada Masyarakat Indonesian Journal of Islamic Elementary Education Aceh Journal of Animal Science FASKES : Jurnal Farmasi, Kesehatan, dan Sains Alsinatuna SUBSERVE: Community Service and Empowerment Journal JOIES (Journal of Islamic Education Studies) Al-Wazan Jurnal Grafis Islamic Education Journal (ISEDU) Geoid - Journal of Geodesy and Geomatics ijces
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Journal : Communications in Science and Technology

Aerosol optical depth (AOD) retrieval for atmospheric correction in Landsat-8 imagery using second simulation of a satellite signal in the solar spectrum-vector (6SV) Basith, Abdul; Nuha, Muhammad Ulin; Prastyani, Ratna; Winarso, Gathot
Communications in Science and Technology Vol 4 No 2 (2019)
Publisher : Komunitas Ilmuwan dan Profesional Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (475.45 KB) | DOI: 10.21924/cst.4.2.2019.122

Abstract

Atmospheric correction has been challenging task in digital image processing. It requires several atmospheric parameters in order to obtain accurate surface reflectance of objects within the image scene. One of the most crucial parameters required for accurate atmospheric correction is aerosol optical depth (AOD). AOD can be obtained by in-situ measurement or estimated from remote sensing observation. In this experiment, atmospheric correction was performed using second simulation of a satellite signal in the solar spectrum-vector (6SV) algorithm on Landsat-8 imagery in which AOD parameter was retrieved from surface reflectance inversion involving daily-global surface reflectance product of moderate resolution imaging spectroradiometer (MODIS). Furthermore, AOD retrieved from surface reflectance inversion was also validated using ground-based sun photometer observation data from aerosol robotic network (AERONET) station in Bandung, Indonesia. Our experiment shows the consistency between AOD from surface reflectance inversion and AOD from ground-based observation. Finally, 6SV was performed on Landsat-8 imagery to obtain the surface reflectance. We further compared surface reflectance of 6SV atmospheric correction and surface reflectance of Landsat-8 Level 2 product. The atmospherically corrected image also shared agreeable result with Landsat 8 Level-2 product.
Benthic habitat classification using multiscale GEOBIA on orthophoto images of Karimunjawa waters Dwikarsa, Yahya; Basith, Abdul
Communications in Science and Technology Vol 6 No 1 (2021)
Publisher : Komunitas Ilmuwan dan Profesional Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21924/cst.6.1.2021.332

Abstract

The scale value is an important part of the segmentation stage which is part of Object-Based Image Analysis (OBIA). Selection of scale value can determine the size of the object which affects the results of classification accuracy. In addition to setting the scale value (multiscale), selection of machine learning algorithm applied to classify shallow water benthic habitat objects can also determine the success of the classification. Combination of setting scale values and classification algorithms are aimed to get optimal results by examining classification accuracies. This study uses orthophoto images processed from Unmanned Aerial Vehicle (UAV) mission intended to capture benthic habitat in Karimunjawa waters. The classification algorithms used are Support Vector Machine (SVM), Bayes, and K-Nearest Neighbors (KNN). The results of the classification of combination are then tested for accuracy based on the sample and Training Test Area (TTA) masks. The result shows that SVM algorithm with scale of 300 produces the best level of accuracy. While the lowest accuracy is achieved by using SVM algorithm with scale of 100. The result shows that the optimal scale settings in segmenting objects sequentially are 300, 200, and 100
Co-Authors 'Ilmi, Shofia Nafi'atul Abdul Majid Adi Pratama, Andika Afifatul, M. Khoirul Ahmad Syaifuddin Ainu Zuhriyah Ajeng pratiwi, Shoffi Akhita, Yusrifah Justi Alfan, Aris Almaududy, Khairul U. Amelya, Rizka Anwar, M. Rosichan Ari Setiawan Arifin, Muhyiddin Zainul Aristalindra, Fauzia Atriyon Julzarika Ayulanda, Ika Badriatul Jamroh, Nurmaya Bari, Akhmad Al Dewi, Agustin Yuliana Dewi, Priyantini Dian Berkah Dian Maruto Widjonarko Dona Setya Dondiarta, Ghani Yanuargo Dwi Anggorowati Rahayu Dwikarsa, Yahya Edi Pramono Endik Deni Nugroho Erick Nugraha Fadhilah, Faris Fadlullah, Irfan Faizah, Mazidatul Faridatunnisa, Maritsa Farlina, Nur Fathul Jannah, Fathul Fauziah, Nainul Fikroh, Nuris Shofatul Firdaus, Rousul Firdhausyah, Ananda Ammathul Firmansyah, Ahmad Agung Fitria Lestari Gathot Winarso, Gathot Goenaryo, Goenaryo Handri, Handri Hari Rusdwi Novitasiah Haryono Haryono Hutajulu, Jerry Ikhwanudin Ikhwanudin Iksan, Iksan Indriana Rahmawati Insaniyah, Anyes Lathifatul Ira Nurmawati Kamarudin Kamarudin Khalidah Khalidah, Khalidah Khoirotus Silfiyah Koman, Wening Aisyah Fauziana Krisiati Kurniawati, Naning Kusumo Efyjanto, Tonny Labib, Mughni Lestari, Witri Wahyu Lia Hapsari Luhur Moekti Prayogo M, Novidayanti. Ma'mun Sarma Mahmudah, Imil MAKIAH Maman Hermawan Mandala Putra, Galih Maria, Yeni Melina, Dika Caesar Milawati Milawati Moh. Anshori Aris Widya Mualim, Rahmat Muhammad Rezza Nur Rahman Muhammad Said Husin Muhammad Saleh MUHAMMAD ULIN NUHA Muna, Nadia Nailul Muri'ah, Siti Nawafila Februyani Nawawi, Mahbub Nia Kurniawan Nisak, Siti Khoirun Noer, Sebilah Sabil Noer, Shafa Noer Nofitasari, Risma Septyana Noor Diani Nurlaela, Eli Nurul Huda Oktaviani, Nadya P. Nababan, Sakti Prastyani, Ratna Prianika, Arlin Dayinta Priyasmika, Rendy Putri, Candra Avista Qurrotul Aini Rahayu Rahayu Rahmaddana, Mohamad Nazil Rahmawati, Laily Isnaini Ramlah Ramlah Reni Ambarwati Renny Oktafia, Renny Rismia Agustina Rudi Masniadi Saputra, Aman Saputri, Romadhiyana Kisno Sari Mardiah, Ratu Sayekti Wahyuningsih Sentot Budi Raharjo Siti Julaiha Sudrajat, Danu Sugriwa Husen, Eddy Suharto Suharto Suharyanto Sulistyo, Devina Anintia Sunu Kuntjoro Syamsuddin Arif Taufik Azhary Teguh Endah Saraswati Tiku, Mathius Titi Agni Hutahaen Ulinnuha, Hilmiyati Umar Sulaiman Venny, Venny Widjo Kongko, Widjo WIDOWATI BUDIJASTUTI Wijaya, Abdun Wikaningtyas, Asih Winarsih Winarsih Wulandari, Resa Wulansari, Imelia Yani’ Qoriati Yuliana Yuliana Yusrizal Yusrizal Zetadini, Reza Zuhriya, Indah Aminatuz Zuhriyyah, Ainu