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Journal : Jambura Geoscience Review

Landslide Disaster Hazard Analysis On Built-Up Areas In Banyubiru Sub-District Semarang Regency Using Geographic Information System Putri, Alifa Salsabilla; Awaluddin, Moehammad; Sasmito, Bandi
Jambura Geoscience Review Vol 6, No 1 (2024): Jambura Geoscience Review (JGEOSREV)
Publisher : Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37905/jgeosrev.v6i1.22476

Abstract

Banyubiru Sub-District is the sub-district that experienced the most landslides in Semarang Regency. The condition of steep slopes in several areas in this sub-district is quite dangerous to be used as a residential, industrial and commercial area because of the high probability of disasters, especially landslides. This research focuses on identifying landslide hazard areas, especially on built-up areas in Banyubiru Sub-District, Semarang Regency. The production of landslide hazard map refers to Peraturan Menteri Pekerjaan Umum Nomor 22/PRT/M/2007. The method used to identify landslide hazard areas is scoring and weighting using several parameters, namely slope, land cover, rock type, rainfall and soil type. Based on the processing, it can be known that mapping using the average monthly rainfall parameter for three months is more accurate than using annual rainfall. Landslide hazard on built-up areas in Banyubiru Sub-district is divided into three levels with the dominance of medium landslide hazard level covering 69% or approximately 275.70 Ha. The validation results show that out of 55 landslide events in Banyubiru Sub-district, 17 events occurred on built-up areas with medium to high hazard levels.
Mapping Mangrove Canopy Density Changes in Pekalongan Using Sentinel-2 Red-Edge Damara Santi, Anggit Lejar; Sukmono, Abdi; Bashit, Nurhadi; Sasmito, Bandi
Jambura Geoscience Review Vol 8, No 1 (2026): Jambura Geoscience Review (JGEOSREV)
Publisher : Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37905/jgeosrev.v8i1.27324

Abstract

This study analysed spatiotemporal changes in mangrove canopy density within the coastal areas of Pekalongan Regency and Pekalongan City using multitemporal Sentinel-2 imagery (2019, 2021, and 2024). This study was motivated by the continuous degradation of mangrove ecosystems due to severe tidal flooding, land subsidence, and coastal hydrodynamic disturbances, which necessitate reliable monitoring tools to support mitigation and restoration programs. The objective of this study was to compare the performance of NDVI, NDVI-Red Edge, and mRE-SR vegetation indices in estimating mangrove canopy density and to determine the most accurate index for tidal-affected environments. The methodological framework involved image preprocessing, land cover classification, vegetation index computation, and linear regression modelling validated by in situ canopy measurements obtained through hemispherical photography. The results showed that the mangrove area declined significantly between 2019 and 2021, followed by partial recovery in 2024 in response to rehabilitation efforts. Among the tested indices, NDVI-Red Edge Band 5 yielded the highest accuracy with the lowest RMSE (7.65%), outperforming NDVI and mRE-SR, whereas Bands 6 and 7 showed weak predictive capability. The study concluded that NDVI-RE Band 5 is the most reliable index for mapping mangrove canopy density in dynamic coastal environments affected by tidal inundation. These findings demonstrate the effectiveness of combining Sentinel-2 red-edge information with field-based validation to support mangrove monitoring and coastal management.
Co-Authors ., Hani'ah Abdi Sukmono, Abdi Adiasti Rizqi Hardini Adib Fahrul Arifin Ahmad Faishal Matazah Putra Ahmad Hidayat Ahmad Iqbal Maulana Lubis Akbar Kurniawan Alan Aji Bintang Alfian Putra Setiadarma Almira Delarizka Alvatara Partogi Hutagalung Amirul Hajri An Nisa Tri Rahmawati Andi Trimulyono Andri Suprayogi Andri Yanto Parulian Tamba Anggi Karismawati Anggoro Wahyu Utomo Angkoso Dewantoro Arfina Kusuma Putra Arief Laila Nugraha Arief Laila Nugraha Arief Laila Nugraha Ariella Arima Aniendra Armenda Bagas Ramadhony Arnita Ikke Sari Arwan Putra Wijaya Arwan Putra Wijaya Asih, Nevi Tri Lestiyo Aulia Budi Andari Aulia Hafizh Aulia, Fatah Avini Sekha Rasina Ayu Hapsari Aditiyanti Bambang Darmo Yuwono Bambang Darmo Yuwono Bambang Sudarsono Bambang Sudarsono Bashit, Nurhadi Bekti Noviana Bella Riskyta Arinda Bram Ferdinand Saragih Chusni Ansori Damara Santi, Anggit Lejar David Jefferson Baris Denni Apriliyanto Desvandri Gunawan Devi Irsanti Devi Nilam Sari Deviana Putri Sunarernanda Dian Ika Aryani DIKA NUZUL RACHMAWATI Dimas Bagus Dita Ariani DITHO TANJUNG PRAKOSO Dwi Nugroho Eko Andik Saputro Eko Didik Purwanto, Eko Didik Elsa Regina Rizkitasari Esa Agustin Alawiyah Ety Parwati Fadhlan Hamdi Fajar Dwi Hastono Farrah - Istiqomah, Farrah - Fauzi Janu Amarrohman, Fauzi Janu Fauzi Janu Ammarohman Firman Hadi Firman Hadi Firman Hadi Fitra S Pandia Frandi Barata Simamora Fuad Hari Aditya Gabriel Yedaya Immanuel Ryadi Galih Pratiwi Galuh Fitriarestu Santoso Ghazian Hazazi Gilang Yudistira Hilman Gunita Mustika Hati Hadi, Firman Hana Sugiastu Firdaus Hana Sugiastu Firdaus Hani'ah . Hani'ah Hani'ah Hani'ah, Hani'ah Haniah Haniah Hani’ah Hani’ah Harmeydi Akbar Hartomo Haryo Kuncoro Haryo Daruwedho Hasan Mustofa Amirudin, Hasan Mustofa Hayu Rianasari Hestiningsih Hestiningsih Indah Prasasti Indriyanto, Ignatius Wahyu Innong Pratikina Akbaruddin Jaka Gumelar Jerson Otniel Purba Jhonson Paruntungan Matondang Johan Irawan Kalinda, Icha Oktaviana Putri Khofifatul Azizah Kurniantoro, Ridhwan L. M. Sabri Laode M Sabri Latifah Rahmadany LM. Sabri M. Alfarisi Handifa M. Andu Agjy Putra M. Yogi Riyantama Isjoni Mahardika, Anggita Citra Mamei Saumidin Meiska Firstiara Maudi Miftakhul ‘Ulya Rimadhani Moehammad Awaluddin Moehammad Awwaluddin Mohamad Jorgie Prasetyo Monica Apriliana Pertiwi Monika Maharani, Shang Bhetari Muchammad Misbachul Munir, Muchammad Misbachul Muhamad Dicky H. Muhammad Agam Cakra Donya Muhammad Al Kautsar Muhammad Dimas Aji N. Muhammad Fadhli Auliarahman Muhammad Helmi Muhammad Hudayawan Nur L Muhammad Ilman Fanani Muhammad Luthfi Muhammad Nur Khafidlin Mulawarman, Reza Al Arif Muna, Nailatul Mustopa, Salsabila Mutiah Nurul Handayani Nainggolan, Yohana Christie Nanang Noviantoro Prasetyo Nandia Meitayusni Nabila Nasrul Arfianto Nevy Dyah Rustikasari Nila Hapsari Nawangwulan Nilasari, Monica NIRTANTO, ILHAAM CAHYA Niswatul Adibah NOFIANA DIAN RAHAYU Noviar Afrizal Wahyuananto Nur Itsnaini Nurfajrin Dhuha Andani Nurhadi Bashit Nurhadi Bashit Nurhadi Bashit Nurul Huda Patriot Ginanjar Satriya Pinastika Nurandani Pitto Yuniar Maharsayanto Pratama Irfan Hidayat Prathanazal, Naufal Maziakiko Prya Adhi Surya Nugraha Putra, Muhammad Adisyah Putri Auliya Putri Mariasari Sukendar, Putri Mariasari Putri, Alifa Salsabilla Raditya Wahyu Utomo Ratih Kumala Dewi Restu Maheswara Ayyar Lamarolla Rina Emelyana Risa Bruri Utami Ryandana Adhiwuryan Bayuaji Sabri, L M Sabri, L.M. Sabri, LM Samuel Samuel Sari, Devi Nilam Sawitri Subiyanto Sawitri Suprayogi Selli Angelita Sitepu Seprila Putri Darlina Setiaji Nanang Handriyanto Sheehan Maladzi, Havi Shofiyatul Qoyimah, Shofiyatul Sinabutar, Julio Jeremia Sindi Rahma Erwanti Sitepu, Selli Angelita Siti Rahayuningsih Sri Purwatik Sutomo Kahar Sutomo Kahar Sutomo Kahar Sutomo Kahar Syafiri Krisna Murti Syarif Budhiman Theresia Niken Kurnianingsih Tika Murni Asih Tistariawan, Adji Chandra Titis Ismayanti Vauzul Rahmat Victor Andreas Tarigan Vira Febianti Wahyu Eko Saputro Wahyu Setianingsih Wenang Triwibowo, Wenang Widodo, Kukuh Suryo Wili Setiadi Wilma Amiruddin Wiryawan, Ainun Pujo Wisnu Wahyu Wijonarko Yenny Paras Dasuka Yoga Triardhana Yosevel Lyhardo Sidabutar Yudo Prasetyo Yugi Limantara