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All Journal Indonesian Journal of Conservation Majalah Geografi Indonesia Jurnal Kelautan : Indonesian Journal of Marine Science and Technology Jurnal Ketahanan Nasional Media Trend: Berkala Kajian Ekonomi dan Studi Pembangunan Jurnal Pengabdian Kepada Masyarakat (Indonesian Journal of Community Engagement) Aceh Journal of Animal Science Jurnal Pendidikan Ilmu Sosial Jurnal Pendidikan Geografi: Kajian, Teori, dan Praktik dalam Bidang Pendidikan dan Ilmu Geografi Journal of Geoscience, Engineering, Environment, and Technology Journal of Applied Geospatial Information JURNAL INTEGRASI Faktor Exacta Dinamika Maritim JURNAL SWARNABHUMI Journal Sampurasun : Interdisciplinary Studies for Cultural Heritage OSEANA Journal of Digital Education, Communication, and Arts (DECA) Jurnal Pengabdian kepada Masyarakat Politeknik Negeri Batam Geographica: Science and Education Journal jgeo GeoEco

Wenang Anurogo

Politeknik Negeri Batam

Author-ID : 2652316

Arts Humanities Biochemistry, Genetics & Molecular Biology Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Mechanical Engineering Physics Social Sciences Other

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Using Side-Scan Sonar instrument to Characterize and map of seabed identification target in punggur sea of the Riau Islands, Indonesia. Muhammad Zainuddin Lubis; Wenang Anurogo; Hanah Khoirunnisa; Sudra Irawan; Oktavianto Gustin; Arif Roziqin
Journal of Geoscience, Engineering, Environment, and Technology Vol. 2 No. 1 (2017): JGEET Vol 02 No 01 : March (2017)
Publisher : UIR PRESS

Punggur sea has many habitats, object, and structured of seabed with hight tide and wave. Side scan sonar is an underwater acoustic instrument for identification of seabed. This research aims to classify types of seabed and measure seabed identification into the sea water with grain size (dB), location, altitude (m) and target using side scan sonar instrument. This research also uses one types of side scan sonar in one places with 3 line of collecting data to get more variant seabed. Side scan sonar data of 20 km of side-scan sonar profiling (CM2, C-MAX Ltd, UK) with altitude max 20 m and a working acoustic frequency of 325 kHz with the zone is taken in the punggur sea (104°08.7102 E, 1°03.2448 N until 1°03.3977N 104°08.8133 E). The data side scan sonar processed using max view software to display the image of the seabed. Results of seabed imagery in the punggur sea on track 1 have Objects found on the ship coordinates 03.3101N 1 ° and 104 ° 08.7362 E with the highest gain value is 6 dB, altitude 18 m on ping 75. Linear regression has y = 0.7016x+12.952 with R2 = 0.4125 (41%). Track 2 has target 1 is the sunken object on the seabed, while objects in the form of sand can be seen clearly. Objects found on the sunken object coordinates 1°02.8143 N ° and 104°08.5228 E with highest gain value is 9 dB with altitude 17.7 m and data ping 69. Linear regression has y = 0.2093+12.577 with R2 = 0.2093 (20%). Track 3 has Target 1 is the ship object on the seabed, while objects in the form of sand can be seen clearly. Objects found on the sunken object coordinates 1°02.5817 N and 104°08.7337 E with the highest gain value is 8 dB with altitude 16.5 m and data ping 3984. Linear regression has y = 0.5106x +12.84 with R2 = 0.5106 (51%). Track 1 has many targets identification results compared Track 2 and 3.

Seabed Detection Using Application Of Image Side Scan Sonar Instrument (Acoustic Signal) Muhammad Zainuddin Lubis; Husnul Kausarian; Wenang Anurogo
Journal of Geoscience, Engineering, Environment, and Technology Vol. 2 No. 3 (2017): JGEET Vol 02 No 03 : September (2017)
Publisher : UIR PRESS

The importance of knowing the method for seabed detection using side-scan sonar images with sonar instrument is a much-needed requirement right now. This kind of threat also requires frequent sonar surveys in such areas. These survey operations need specific procedures and special equipment to ensure survey correctness. In this paper describes the method of observation and retrieval of marine imagery data using an acoustic signal method, to determine a target based on the sea. Side scan sonar is an instrument consisting of single beam transducer on both sides. Side scan sonar (SSS) is a sonar development that is able to show in two-dimensional images of the seabed surface with seawater conditions and target targets simultaneously. The side scan sonar data processing is performed through geometric correction to establish the actual position of the image pixel, which consists of bottom tracking, slant-range correction, layback correction and radiometric correction performed for the backscatter intensity of the digital number assigned to each pixel including the Beam Angle Correction (BAC), Automatic Gain Control (AGC), Time Varied Gain (TVG), and Empirical Gain Normalization (EGN).

Sea Surface Temperature and Wind Velocity in Batam Waters Its Relation to Indian Ocean Dipole (IOD) Muhammad Zainuddin Lubis; Wenang Anurogo; Husnul Kausarian; Ganda Surya; Tiggi Choanji
Journal of Geoscience, Engineering, Environment, and Technology Vol. 2 No. 4 (2017): JGEET Vol 02 No 04 : December (2017)
Publisher : UIR PRESS

This study aimed to observe the characteristics of sea surface temperature (SST) and wind velocity and its relation with the Indian Ocean Dipole (IOD) in the waters of Batam. The data used in this study were the SST datasets and the wind speed of 2016 in the waters of Batam. The method used in this research were the visual analysis using the data ocean view (ODV) to observe at the spatial and temporal distribution of the SST and the wind speed in Batam waters at different seasons. The next method is a fast Fourier transform (FFT). The earlier monsoon season that occurred in April has the highest wind speed with the value of 3.9 MS ** - 1 for components U. As for the V, the component has the highest value of -3.6 MS ** - 1. The SST Batam observed high in April occurred on 19-04-2016 with a value of 304.2 ° K (31.05 ° C). West monsoon winds that occurred in January has the highest wind speed with a value of 4.5 MS ** - 1 for components U. As for the V, the component has the highest value of 5.2 MS ** - 1 in the waters of Batam. The highest SST in Batam was occurred in January on 19-01-2016 with a value of 302.8 ° K (29.65 ° C). Based on the results of the FFT, wind speed and SST in the waters of the Island has a dominant 6-month period (semiannual).

Mapping Of Vegetation And Mangrove Distribution Level In Batam Island Using SPOT-5 Satellite Imagery Fajar Rizki; Arini Dewi Lestari Situmorang; Nirwana Wau; Muhammad Zainuddin Lubis; Wenang Anurogo
Journal of Geoscience, Engineering, Environment, and Technology Vol. 2 No. 4 (2017): JGEET Vol 02 No 04 : December (2017)
Publisher : UIR PRESS

Mangrove is a plant that plays a significant role in the balance of the ecosystem and coastal environment. Batam Island which is one of the island in Batam island become one of the areas rich in mangrove plants. As time goes by, mangrove forests are getting worse. This research uses SPOT-5 imagery data in analyzing mangrove density value in Batam island with MSAVI (Modified Soil Adjusted Vegetation Index) method. The results of this study have mangrove density in Batam Island which is divided into four classes, which is very tenuous, tenuous, medium, and very tightly where Batam Island is dominated by a class of density. Theoretically, NDVI values range from -1 to +1 but the mangrove vegetation index values are generally in the range between +0,1 to +0,7. NDVI values greater than this range are associated with a representation of a better level of vegetation health in the islands of Batam.

Modified Soil-Adjusted Vegetation Index In Multispectral Remote Sensing Data for Estimating Tree Canopy Cover Density at Rubber Plantation: Modified Soil-Adjusted Vegetation Index In Multispectral Remote Sensing Data Wenang Anurogo; Muhammad Zainuddin Lubis; Mir'atul Khusna Mufida
Journal of Geoscience, Engineering, Environment, and Technology Vol. 3 No. 1 (2018): JGEET Vol 03 No 01 : March (2018)
Publisher : UIR PRESS

Forest inventories such as tree canopy density information require a long time and high costs, especially on extensive forest coverage. Remote sensing technology that directly captures the surface vegetation character with extensive recording coverage can be used as an alternative to carrying out such inventory activities. This research aims to determine the level of vegetation canopy cover density on rubber plants that became the location of the research and know the accuracy of the resulting data. The method used in this research is a combination of remote sensing image interpretation, geographic information system, and field measurement. Information retrieval from remote sensing data is done by using ASTER data imagery. This stage includes three parts, namely: pre-field stage, field stage, and post-field stage. The pre-field stage includes the collection of data to be used (including literature studies related to the theme of the study), image processing (geometric and radiometric correction), cropping, masking, land cover classification, vegetation index transformation, and sample determination. The final result of data processing showed that the density of the vegetation canopy in the research area ranged between 7.31 – 12.952 cm / m2 in each grade of vegetation density. These values indicate the range of low-class vegetation canopy cover density to high-class vegetation canopy cover density in the research area. In this research error rate or root mean square error obtained from the calculation of canopy cover density is equal to 1.89.

Pemetaan kualitas permukiman dengan menggunakan penginderaan jauh dan SIG di kecamatan Batam kota, Batam M. Farizki; Wenang Anurogo
Majalah Geografi Indonesia Vol 31, No 1 (2017): Majalah Geografi Indonesia
Publisher : Fakultas Geografi, Universitas Gadjah Mada

Permukiman adalah bagian dari lingkungan hidup yang berfungsi sebagai lingkungan tempat tinggal. Kondisi dari suatu permukiman sangat mempengaruhi kelangsungan kehidupan dan kesejahteraan makhluk hidup di permukiman tersebut. Untuk mengetahui kualitas permukiman di Kecamatan Batam Kota dibutuhkan parameter-parameter penentu yang di interpretasi dari citra resolusi tinggi (Google Earth). Untuk membantu proses analisis dengan memanfaatkan teknologi penginderaan jauh dan untuk pemetaan menggunakan software SIG. Metode yang digunakan adalah metode pengharkatan (scoring), tumpang susun (overlay). Hasil dari overlay tersebut adalah peta kualitas permukiman di kecamatan Batam Kota, Kota Batam. Dari penelitian ini dapat diketahui bahwa permukiman di Kecamatan Batam Kota dengan kualitas baik dengan luas 476.88 Ha, kualitas sedang dengan luas 650 Ha, dan kualitas buruk dengan luas 48.89 Ha. Dari hasil tersebut permukiman di Kecamatan Batam Kota didominasi oleh permukiman dengan kualitas sedang. The neighborhood is part of the environment that serves as a neighborhood residence. The condition of a settlement extremely affects to the continuity of life and the well-being of living creatures in the neighborhood. To find out the quality of the neighborhoods in districts of Batam City required parameters in determining the interpretation of high-resolution images (Google Earth). To help the analysis process by making use of remote sensing technology for the mapping, and using software SIG. The Method is using score (scoring), and stack bundles (overlay). The result of the overlay mapped quality neighborhoods in districts of Batam city, Batam city. From this research it can be known that settlements in Batam City with good quality with extensive 476.88 Ha, better quality with an area of 650 Hectares, and bad quality with extensive 48.89 Ha. The results of the neighborhoods in districts of Batam City are dominated by the neighborhoods with better quality.

PENGARUH PASANG SURUT TERHADAP DINAMIKA PERUBAHAN HUTAN MANGROVE DI KAWASAN TELUK BANTEN Wenang Anurogo; Muhammad Zainuddin Lubis; Nurul Khakhim; Wikan Jaya Prihantarto; Lingga Renggana Cannagia
Jurnal Kelautan Vol 11, No 2 (2018)
Publisher : Department of Marine Sciences, Trunojoyo University of Madura, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21107/jk.v11i2.3804

Luas hutan mangrove Indonesia menurun sekitar 4,5 juta ha menjadi 1,9 juta ha. Penurunan luas hutan mangrove paling dominan disebabkan oleh faktor manusia. Pemantauan tingkat kerusakan hutan mangrove dengan menggunakan metode konvensional memakan waktu lama dan mahal. Pemantauan tingkat kerusakan ini sangat penting bagi para stakeholder dalam mengelola kawasan hutan mangrove. Pemanfaatan data spasial dapat memudahkan dan mempercepat interaksi dengan benda-benda di permukaan bumi. Tahapan dalam penelitian ini meliputi tiga bagian, yaitu tahap pre-field, field dan post-field. Tahap pre-field termasuk pengumpulan data, pengolahan gambar, dan identifikasi tutupan lahan di daerah penelitian untuk setiap tahunnya. Data tutupan ekstraksi dari data citra penginderaan jauh di setiap tahun kemudian dipisahkan dari data tutupan lahan mangrove. Data tutupan lahan mangrove untuk tahun pencatatan 2017 digunakan sebagai unit analisis yang digunakan sebagai basis referensi untuk pengambilan informasi di lapangan. Tahap post-field dimaksudkan untuk memproses data yang dikumpulkan, analisis statistik, menguji keakuratan hasil perubahan dan menilai kemampuan gambar penginderaan jauh dalam mengidentifikasi hutan mangrove dan transfer fungsi utilitas mereka. Luas hutan mangrove di Kabupaten Banten sekitar 681,86 Ha. Penyebaran hutan mangrove terbesar adalah di kecamatan Tirtayasa dan Pontang. Kedua kawasan tersebut memiliki nilai persentase 29,75% dan 28,46% dari total luas hutan mangrove di Teluk Banten. Tingkat distribusi terkecil adalah Kabupaten Kramatwatu yang hanya sekitar 3,11% atau 21,19 Ha dari total luas hutan mangrove di Teluk Banten.Kata kunci: Mangrove, Dinamika perubahan mangrove, Data Spasial, Pasang SurutABSTRACTThe extent of Indonesia's mangrove forest declines from the initial area of about 4.5 million ha to 1.9 million ha. The decline in the area of mangrove forest is most dominant due to the damage caused by human factors. Monitoring the extent of mangrove forest destruction by using conventional methods takes a long time and is expensive. Monitoring this level of damage is very important for the stakeholders in managing the mangrove forest area. Utilization of spatial data can facilitate and accelerate in interacting with objects found on the surface of the earth. Stages in this research outline include three parts, namely pre-field stage, field stage and post-field stage. The pre-field stage includes data collection to be used, image processing, and land cover identification in the research area for each year of image recording. The cover data of the extraction from remote sensing image data in each recording year is then separated from mangrove land cover data. The mangrove land cover data for the recording year 2017 is then used as the unit of analysis used as the reference base for information retrieval in the field by using the sample. The post-field stage is intended to process the data collected, statistical analysis, test the accuracy of the results of changes and assess the capabilities of remote sensing images in identifying mangrove forests and transfer of their utility functions. The mangrove forest in Banten regency is about 681.86 Ha. The largest spread of mangrove forest is in Tirtayasa and Pontang sub-districts. The two sub-districts have a percentage value of 29.75% and 28.46% of the total mangrove forest area in Banten Bay. The smallest extent of distribution is in Kramatwatu District which is only about 3.11% or 21.19 Ha of the total area of mangrove forest in Banten Bay.Keywords: Mangrove, Dynamics of mangrove changes, Spatial Data, Tidal

PENGARUH KONDISI OSEANOGRAFI TERHADAP PERUBAHAN IKLIM DI DAERAH PERAIRAN BATU AMPAR, KEPULAUAN RIAU Muhammad Zainuddin Lubis; Robby Darlinto Silaban; Amanda T Siboro; Feby Angelin Garizi Siahaan; Wenang Anurogo
Jurnal Kelautan Vol 11, No 2 (2018)
Publisher : Department of Marine Sciences, Trunojoyo University of Madura, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21107/jk.v11i2.4766

Dinamika oseanografi perairan timur samudera Hindia dipengaruhi oleh keterkaitan yang kompleks antara gaya penggerak jauh (remote forcing) dari bagian ekuator Samudera Hindia serta pengaruh lokal yang kuat. Perubahan iklim adalah perubahan jangka panjang dalam distribusi cuaca yang nyata secara statistik sepanjang periode waktu tertentu (biasanya dekade atau lebih). Hal ini mengakibatkan terjadinya di lapisan atmosfer paling bawah, yaitu fluktuasi curah hujan yang tinggi dan kenaikan muka laut. Tujuan dari penelitian ini adalah menghasilkan kondisi perubahan iklim terhadap parameter oseanografi. Analisis nilai klorofil-a, suhu permukaan laut dan pasang surut dilakukan untuk melihat perubahan iklim global di perairan Batu Ampar. Hasil analisis tersebut menunjukkan bahwa tinggi muka air laut tertinggi yaitu dengan nilai ketinggian adalah 3,1 meter, dengan suhu permukaan laut yang berada pada kisaran 29,50C - 29,750C, pada waktu 00.05-02.55 (1 Agustus 2017 - 1 September 2017). Hasil analisis kondisi oseanografi di perairan Batu Ampar tidak mengalami perubahan secara fluktuatif terhadap perubahan iklim global. Kata kunci : Iklim, Klorofil-a, Suhu permukaan laut, Pasang surut, Perairan Batu AmparABSTRACTOceanographic dynamics of the eastern waters of the Indian Ocean are influenced by the complex interrelationship between the remote forcing of the equatorial parts of the Indian Ocean and strong local influences. Climate change is the long-term change in weather distribution statistically for a certain period of time (mostly in a decade or more). This phenomenon causes the fluctuation of the precipitation and sea level rise. The objective of this research is to examine the climate change condition based on oceanography parameters. Chlorophyll-a, sea surface temperature, and tide value analysis is done to observe the global climate change in Batu Ampar waters. The result of the analysis shows that the maximum sea level is at 3.1 m with sea surface temperature ranges from 29.50C – 29.750C and the sea surface data is taken from August 1st 2017 to September 1st 2017, at 00:05 to 02:55. Thus, the oceanography condition analysis results in Batu Ampar waters does not fluctuate regarding global climate change.Keywords: Climate, Chlorophyll-a, Sea surface temperature, Tides, Batu Ampar waters

IDENTIFIKASI PROFIL DASAR LAUT MENGGUNAKAN INSTRUMEN SIDE SCAN SONAR DENGAN METODE BEAM PATTERN DISCRETE-EQUI-SPACED UNSHADED LINE ARRAY Muhammad Zainuddin Lubis; Wenang Anurogo
Jurnal Kelautan Vol 10, No 1 (2017)
Publisher : Department of Marine Sciences, Trunojoyo University of Madura, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21107/jk.v10i1.2563

Laut Punggur merupakan laut yang terletak di Batam, Kepulauan Riau yang mempunyai beragam habitat objek,dan bentuk struktur bawah laut yang memiliki dinamika laut yang sangat tinggi. Side scan sonar (SSS) merupakan instrumen pengembangan sistem sonar yang mampu menunjukkan dalam gambar dua dimensional permukaan dasar laut dengan kondisi kontur, topografi, dan target secara bersamaan. Metode Beam Pattern Discrete-Equi-Spaced Unshaded Line Array digunakan untuk menghitung beam pattern dua dimensi yang tergantung pada sudut dari gelombang suara yang masuk dari sumbu array yang diterima tergantung pada sudut di mana sinar suara pada array. Penelitian ini dilakukan pada Desember 2016 di laut Punggur,Batam, Kepulauan Riau-Indonesia, dengan koordinat 104 ° 08,7102 E dan 1° 03,2448 N sampai 1 ° 03.3977 N dan 104 ° 08,8133 E, menggunakan instrumen Side Scan Sonar C-Max CM2 Tow fish dengan frekuensi 325 kHz. Hasil yang diperoleh dari perekaman terdapat 7 target, dan Beam pattern dari metode Beam Discrete-Equi-Spaced Unshaded Line Array target 4 memiliki nilai tertinggi pada directivity Pattern yaitu 21.08 dB. Hasil model beam pattern ini memiliki nilai pusat pada incidence angle (o) terhadap Directivity pattern (dB) tidak berada di nilai 0 ataupun pada pusat beam pattern yang dihasilkan pada target 6 dengan nilai incident angle -1.5 o dan 1.5o mengalami penurunan hingga -40 dB. Karakteristik sedimen dasar perairan di laut punggur ditemukan lebih banyak pasir. Hasil metode Beam Discrete-Equi-Spaced Unshaded Line Array ditemukan bangkai kapal tenggelam.Kata Kunci: Side Scan Sonar, Beam Pattern Discrete-Equi-Spaced Unshaded Line Array, Incidence angle, Directivity pattern IDENTIFICATION OF SEABED PROFILE USING SIDE SCAN SONAR INSTRUMENT WITH PATTERN DISCRETE-EQUI-SPACED UNSHADED LINE ARRAY METHODRiau Islands is an island that has a variety of habitat objects, and forms of submarine structures that have a very high ocean dynamics, Punggur Sea is the sea which was a sea of Riau Island in Indonesia. Side scan sonar (SSS) is an instrument based on sonar system wich capable of showing the image of two-dimensional surface of the seabed with contour conditions, topography, and the underwater target simultaneously. Beam Pattern Discrete-equispaced unshaded Line Array Method is used to compute the two-dimensional beam pattern which depends on the angle of the incoming sound waves from the axis of the array are acceptable depending on the angle at which the sound beam array. This research was conducted in December 2016 in the sea Punggur, Batam, Riau Islands-Indonesia, with coordinate system 104 ° 08,7102 E and 1° 03,2448 N until 1 ° 03.3977N and 104 ° 08,8133 E, using Side Scan Sonar Tow C-Max CM2 fish instruments with a frequency of 325 kHz. The Results obtained from the recording there are 7 targets, and Beam pattern of Discrete-Beam method Equi-Spaced unshaded Line Array in targets 4 have the highest value in the Pattern is 21:08 dB directivity. The results of the model's beam pattern have anaxis value at the incidence angle (o) of the directivity pattern (dB) are not on the value 0 or the central beam pattern generated on the target 6 with incident angle -1.5 o and 1.5o have declined by -40 dB. Characteristics of bottom sediment in the sea waters Punggur found more sand.Discrete-method result Beam Equi-Spaced unshaded Line Array discovered the sunken wreck. Keywords: Side Scan Sonar, Beam Pattern Discrete-Equi-Spaced Unshaded Line Array, Incidence angle, Directivity pattern

Kajian Ketahanan Kawasan Wisata Berbasis Masyarakat Dalam Penguatan Ekonomi Lokal Serta Pelestarian Sumberdaya Kebudayaan Kawasan Kotagede Yogyakarta Wenang Anurogo; Muhammad Zainuddin Lubis; Hartono Hartono; Daniel Sutopo Pamungkas; Ahmad Prasetya Dilaga
Jurnal Ketahanan Nasional Vol 23, No 2 (2017)
Publisher : Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/jkn.25929

ABSTRACT Kotagede Cultural Heritage area had been considered less attention. The tour trail activity was able to provided historical, fun and healthy knowledge as it could only be preserved or on foot. The activity depended on the interest of the people and tourists in choosing the tour. This research was intended to contributed to the objective analysis in one of the important destinations in Yogyakarta City which was the cultural art and heritage of Kotagede and provided a spatial picture of the existing cultural tourism attractions to provided informative knowledge to the public to be in demand and continue to preserved the tour.The study of Kotagede tourism object used qualitative method combined with the use of high-resolution remote sensing image data in more interactive visualization results.The result of Kotagede tourism study showed that tourism object in Kotagede Culture area was cultural object, tradition, craft, and art which was summarized into four recommended route that were spiritual trail tour package, hallway trail tour package, architectural trail tour package, and study trail tour package. Managed in a participatory manner by the surrounding community and could still grew better if received direct attention from the government and stakeholders related to the management of the tourist area of Kotagede. ABSTRAK Kawasan Cagar Budaya (KCB) Kotagede selama ini dinilai kurang mendapat perhatian. Kegiatan tour wisata heritage trail ini mampu memberi pengetahuan sejarah, menyenangkan, dan menyehatkan karena hanya dapat dilalui dengan bersepeda atau berjalan kaki. Kegiatan tersebut tergantung dari minat masyarakat dan wisatawan dalam memilih tour wisata. kajian ini dimaksudkan untuk turut memberikan kontribusi dalam analisis destinasi di salah satu tujuan penting di Kota Yogyakarta yaitu kawasan seni budaya dan heritage Kotagede dan memberikan gambaran spasial tentang atraksi wisata budaya yang ada di sana guna memberikan pengetahuan yang informatif kepada masyarakat agar tertarik dan terus bisa melestarikan wisata tersebut.Kajian objek wisata heritage trail di Kotagede ini menggunakan metode kualitatif ditambah dengan pemanfaatan data citra penginderaan jauh resolusi tinggi dalam visualisasi hasil yang lebih interaktif.Hasil kajian wisata kawasan Kotagede menunjukkan bahwa atraksi wisata yang ada di kawasan Cagar Budaya Kotagede berupa benda-benda budaya, tradisi, kerajinan, dan kesenian yang dirangkum ke dalam empat rute yang direkomendasikan yakni, paket wisata jelajah spiritual, paket wisata jelajah lorong, paket wisata jelajah arsitektural, dan paket wisata jelajah studi. Paket wisata tersebut dikelola secara partisipatif oleh masyarakat sekitar dan masih dapat berkembang menjadi lebih baik lagi apabila mendapat perhatian secara langsung dari pemerintah maupun stakeholder yang berkepentingan terkait dengan pengelolaan kawasan wisata Kotagede.

Co-Authors - - Suriadi Aditya Hanafi Aditya Hanafi Aditya Hanafi Aditya Hanafi, Aditya Adlian Jefiza Agung Riyadi Ahmad Prasetya Dilaga Amanda T Siboro Andi . Anis Rahmi Annisa, Fitri Anwar, Yaskinul Ari Wibowo Arif Roziqin Arif Roziqin Arif Roziqin Arif Roziqin, Arif Arini Dewi Lestari Situmorang Arini Dewi Lestari Situmorang Arini Dewi Lestari Situmorang, Arini Dewi Lestari Bacut, Geubrina Tari Bintang Budhiman Cahyo Budi Nugroho Catur Agus Lukitasari condra antoni Condra Antroni Danar Irianto Daniel Sutopo Pamungkas, Daniel Sutopo Darmanto, Adi Diaz Ariwinata Saragih Dicki Prayogi Dirgan Timbang Dirgan Timbang Dirgan Timbang, Dirgan Dodi Prima Resda Dwi Ely Kurniawan Dwi Wahyuni Dwiki Novri Ditya Eni Heldayani Evaliata Br Sembiring Fadli Suandi Fajar Putra Fajar Rizki Fajar Rizki Fajar Rizki Fajar Rizki, Fajar Farouki Dinda Rassarandi Farouki Dinda Rassarandi Feby Angelin Garizi Siahaan Ganda Surya Ganda Surya Ganda Surya Ganda Surya, Ganda Guspriyanto, Deny Guspriyanto, Deny Hana Cyintia Panjaitan Hanah Khoirunnisa Hanim, Liza Meutia Hartono Hartono Heldayani, Eni Herika Muhamad Taki Hidayat Panuntun Husnul Kausarian Husnul Kausarian Indah Ira Kartini Jhon Hericson Purba Kartika Pratiwi Kasih Anggraini Lingga Renggana Cannagia Luthfiya Ratna Sari Luthfiya Ratna Sari Luthfiya Ratnasari M. Farizki Mandala, Gio Fitra Tirta Mandala, Gio Fitra Tirta Marisa Tri Yanti Melia Wandanita Metta Santiputri Mir'atul Khusna Mufida Mir'atul Khusna Mufida Mir’atul Khusna Mufida Mufida, Mir'atul Khusna Muhammad Ghazali Muhammad Ghazali Muhammad Sufwandika Muhammad Zainuddin Lubis Neta, Fandy Nirwana Wau Nirwana Wau Nirwana Wau, Nirwana Novita Ayu Dewanti Novita Ayu Dewanti Nur Cahyono Kushardianto Nur Zahrati Janah Nurul Fadilah Nurul Khakhim Okatvianto Gustin Oktavianto Gustin Perdi Novanto Sihombing Perdi Novanto Sihombing Pratiwi Dwi Wulandari Prihantarto, Wikan Jaya Rafly Aditia Rahman Hakim Ramadhan, Wahyu Rizky Ramadhan, Wahyu Rizky Rapena Tandon Cahayanti Sidabutar Riki Riki Rivki Ryan Nugraha Rizki Irianto Rizki Widi Pratama Rizki Widi Pratama Rizky, Fajar Rizky, Fajar Rizwan Bin Khamis Robby Darlinto Silaban Rohana Sari Rokhayati, Yeni Sandi Prasetyaningsih Sari, Diah Sekar Arum Satria Bayu Aji Satriya Bayu Aji Satriya Bayu Aji, Satriya Bayu Seftyarizki, Debby Siahaan, Arta Uly Siregar, Razita Zahra Siti Noor Chayati Situmorang, Arini Dewi Situmorang, Arini Dewi Sudra Irawan Sujiantoro, Erick Ikbal Supardianto Supardianto Swono Sibagariang Tian Havwini Tiggi Choanji Tiggi Choanji, Tiggi Uuf Brajawidagda Vera Astutik Widya Rika Puspita Wikan Jaya Prihantarto Wulandari, Dwi Anjen Setia Yunus Aris Wibowo

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