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All Journal Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy) MANAJEMEN HUTAN TROPIKA Journal of Tropical Forest Management Jurnal Gizi dan Pangan Jurnal Ilmu Pertanian Indonesia Sodality: Jurnal Sosiologi Pedesaan Forum Pasca Sarjana Jurnal Ilmu Tanah dan Lingkungan (Journal of Soil Science and Environment) Jurnal Planologi Sultan Agung Jurnal Pembangunan Wilayah dan Kota SAINS DAN MATEMATIKA Jurnal Ilmu Lingkungan TELKOMNIKA (Telecommunication Computing Electronics and Control) Jurnal Geografi : Media Informasi Pengembangan dan Profesi Kegeografian Geoplanning : Journal of Geomatics and Planning Jurnal Ilmu Komputer dan Agri-Informatika Jurnal Sumberdaya Lahan Analisis Kebijakan Pertanian JTSL (Jurnal Tanah dan Sumberdaya Lahan) Journal of Degraded and Mining Lands Management Journal of Regional and City Planning Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management) Agrokreatif Jurnal Ilmiah Pengabdian kepada Masyarakat Jurnal Tataloka Jurnal Ekonomi & Kebijakan Publik MAJALAH ILMIAH GLOBE Journal of Regional and Rural Development Planning Journal of Socioeconomics and Development Jurnal Penginderaan Jauh dan Pengolahan Data Citra Digital Analisis Kebijakan Pertanian Jurnal Sumberdaya Lahan Jurnal Tanah dan Iklim Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Multidiciplinary Output Research for Actual and International Issue (Morfai Journal) Jurnal Bisnis dan Kewirausahaan Makara Journal of Technology Journal Research of Social Science, Economics, and Management International Journal of Integrative Sciences International Journal of Multidisciplinary Approach Research and Science Jurnal Ekonomi Pembangunan Jurnal Teknik Sipil GeoEco Jurnal Penginderaan Jauh dan Pengolahan Data Citra Digital
Baba Barus
Bogor Agricultural University (IPB) Dramaga, Bogor, West Java, Indonesia
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Application of RGB UAV images to identify spectral patterns and estimate rice production Munibah, Khursatul; Iskandar, Wahyu; Barus, Baba; Hongo , Chiharu
Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy) Vol. 52 No. 1 (2024): Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy)
Publisher : Indonesia Society of Agronomy (PERAGI) and Department of Agronomy and Horticulture, Faculty of Agriculture, IPB University, Bogor, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24831/jai.v52i1.50770

Abstract

Monitoring rice plant growth is crucial for evaluating rice field management and yield production. RGB images are generated from Unmanned Aerial Vehicles (UAV) with RGB cameras. UAVs produce high spatial and temporal resolution, while RGB cameras are commonly used and cheap. The objectives of this study were to identify the spectral pattern of rice plant growth and to estimate yield production based on the spectral value of RGB images. The spectral pattern and yield estimation were analyzed using confidence interval (CI) and regression, respectively. Results show that spectral pattern during the vegetative until ripening stage forms a concave with minimum value in the generative stage and decreases towards the harvest stage. Based on the CI value, the high interval between upper and lower happened in the vegetative and ripening stages while the low interval happened in the generative stage. The high CI in the vegetative and ripening stages was due to the soil background and complexity of the rice plant canopy, respectively while the low CI in the generative stage was due to the homogeneous response of the leaf canopy. The best rice yield estimation based on the spectral value occurs in the ripening stage with an R2 of 0.84. Keywords: chlorophyll content, confidence interval, drone images, rice plant, regression
KERENTANAN PANGAN TINGKAT DESA DI PROVINSI NUSA TENGGARA TIMUR Tono, Tono; Juanda, Bambang; Barus, Baba; Martianto, Drajat
Jurnal Gizi dan Pangan Vol. 11 No. 3 (2016)
Publisher : The Food and Nutrition Society of Indonesia in collaboration with the Department of Community Nutrition, IPB University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1045.286 KB) | DOI: 10.25182/jgp.2016.11.3.%p

Abstract

This study aimed to determine food vulnerability in the village level. This study was conducted by analysing 3,270 villages in Nusa Tenggara Timur (NTT) Province. Principal component analysis, cluster analysis and discriminant analysis were employed to classify the vulnerable villages. This study found that 1,468 villages (44.90%) were categorized as very vulnerable and vulnerable villages. Both categories were found mostly in Timor Tengah Selatan, Manggarai Timur, Manggarai Barat, Sumba Barat Daya, and Sumba Timur Regency. Food vulnerability enhancment programs need to be prioritized in very vulnerable and vulnerable villages in Timor Tengah Selatan, Manggarai Timur, Manggarai Barat, Sumba Barat Daya, and Sumba Timur Regency. Accessibility to electricity, clean water and sanitation facilities as well as the improvement of public welfare are key important factors to improve village food vulnerability.Keywords: cluster, food vulnerability, village 
Land cover and socio-economic dynamics of coffee to oil palm land conversion in Way Kanan, Indonesia Hernanda, Tiara Aprilia Putri; Fauzi, Akhmad; Barus, Baba; Arifin, Bustanul
Journal of Degraded and Mining Lands Management Vol. 13 No. 1 (2026)
Publisher : Brawijaya University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15243/jdmlm.2026.131.9271

Abstract

The expansion of oil palm in Indonesia increasingly occurs at the expense of traditional perennial crops such as coffee, reshaping land systems and livelihoods. This study analyzed coffee to oil palm conversion in Way Kanan Regency, Lampung Province, from 2018 to 2024 through GIS-based classification, satellite imagery, and field validation. Results revealed a sharp decline in forest cover of around 63% during those periods and the dominance of agricultural lands (197,000 ha), driven primarily by oil palm expansion. Results showed that in Kasui, coffee agroforestry followed a boom and bust trajectory with a 59% increase, but was later displaced by oil palm, which surged by 52%. Results indicated that in Rebang Tangkas, coffee maintained a modest presence with a 36% increase, while oil palm expanded aggressively by 329%, underscoring its dominant role in reshaping land use dynamics. Conversion patterns were amplified by topography and accessibility, with oil palm concentrated in lowlands and coffee surviving in uplands. Institutional frameworks and economic incentives reinforced oil palm dominance, while rising coffee prices have triggered localized reconversion. These findings highlight a dual transition: oil palm consolidation in accessible lowlands and the persistence of coffee agroforestry in upland niches. The study underscores the urgency of place-based governance to reconcile economic drivers with ecological sustainability and rural livelihood resilience.
Estimasi Populasi Terpapar pada Kejadian Banjir di Kecamatan Biringkanaya Kota Makassar Brigitta Audrynne Rombe Bunga; Baba Barus; Dwi Putro Tejo Baskoro; Muhammad Fathahillah Dewantara Almismary
Jurnal Ilmu Lingkungan Vol 23, No 3 (2025): May 2025
Publisher : School of Postgraduate Studies, Diponegoro Univer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/jil.23.3.820-829

Abstract

Banjir merupakan ancaman serius bagi kawasan perkotaan, termasuk Kecamatan Biringkanaya, Kota Makassar, yang sering mengalami kejadian banjir dengan tingkat keparahan yang tinggi. Penelitian ini bertujuan untuk mengestimasi populasi yang terpapar banjir di Kecamatan Biringkanaya menggunakan pendekatan dasimetrik dengan integrasi data open source bersumber dari citra Sentinel-1 SAR dan data bangunan dari OpenStreetMap (OSM). Ekstraksi genangan banjir dilakukan dengan mengaplikasikan teknik change detection pada citra pra-banjir dan citra saat banjir terjadi pada Desember 2023, yang dianalisis pada platform Google Earth Engine (GEE). Hasil analisis menunjukkan luas area yang tergenang mencapai 160,60 ha, dengan Kelurahan Sudiang Raya sebagai wilayah dengan genangan terluas. Pengujian overall accuracy terhadap hasil klasifikasi kawasan tergenang menunjukkan tingkat akurasi sebesar 85,71%. Data bangunan dari OSM digunakan untuk memetakan distribusi populasi berdasarkan kepadatan bangunan di Kecamatan Biringkanaya. Distribusi populasi kemudian disinkronkan dengan data genangan banjir untuk mengestimasi jumlah penduduk yang terpapar. Hasil penelitian menunjukkan bahwa sebanyak 915 jiwa terpapar banjir di Kecamatan Biringkanaya. Sementara itu, terjadi anomali di Kelurahan Berua, di mana luas genangan banjir di wilayah ini lebih kecil dibandingkan wilayah lain, namun jumlah penduduk terdampak justru paling tinggi. Adanya underestimate dalam penelitian ini disebabkan oleh keterbatasan citra dalam menangkap nilai backscatter air pada kawasan dengan kepadatan bangunan tinggi, sebagaimana tercermin dari tingkat akurasi yang diperoleh. Penelitian ini memberi kontribusi penting dalam memahami risiko banjir perkotaan dan perencanaan mitigasi di wilayah yang rentan. Hasil penelitian ini dapat digunakan untuk memandu perumusan kebijakan publik dalam pengembangan infrastruktur drainase dan perlindungan banjir, serta mempersiapkan respon darurat yang lebih efektif guna melindungi populasi yang memiliki risiko terpapar banjir.
Sustainable Livelihood Approach (SLA) using Spatial Model: A Case from Labuan Bajo, Indonesia Ardiyanto Maksimilianus Gai; Ernan Rustiadi; Baba Barus; Akhmad Fauzi
Geoplanning: Journal of Geomatics and Planning Vol 13, No 1 (2026)
Publisher : Department of Urban and Regional Planning, Diponegoro University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/geoplanning.13.1.1-20

Abstract

Despite its economic potential, Indonesia’s rapidly developing tourism hub faces socio-economic disparities. While tourism contributes significantly to local incomes, many communities still struggle with poverty, unequal access to resources, and environmental degradation. Labuan Bajo, located in West Manggarai Regency, depends heavily on tourism, fishing, and small-scale agriculture, yet faces challenges such as seasonal water scarcity, limited infrastructure, and land-use conflicts that threaten sustainable development. While some areas benefit from tourism-driven economic growth, others remain marginalized due to inadequate access to capital assets. The Sustainable Livelihood Approach (SLA) provides a framework for understanding how local assets—human, social, natural, financial, and physical—shape livelihood outcomes. However, livelihoods are spatially heterogeneous and require localized analysis to inform targeted interventions. By integrating Geographically Weighted Regression (GWR), this study aims to identify spatial disparities in livelihood sustainability and the key drivers of economic resilience in different areas of Labuan Bajo. The results provide spatially explicit evidence on livelihood assets and poverty clusters, supporting local governments and communities in designing targeted interventions for employment access, infrastructure provision, financial inclusion, and essential services.
Long-term effects of fire and logging on groundwater table and soil moisture in Acacia plantation peatlands Qalbi, Andria Harfani; Tarigan, Suria Darma; Barus, Baba; Sudadi, Untung
Journal of Degraded and Mining Lands Management Vol. 13 No. 3 (2026)
Publisher : Brawijaya University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15243/jdmlm.2026.133.10359

Abstract

Soil moisture and the groundwater tables are important for the sustainable management and maintenance of tropical peatland ecosystems. This study examined the long-term impacts of fires and logging on groundwater tables and soil moisture in peatlands used for Acacia plantations. Four land conditions were compared: natural forest (FRS), unharvested Acacia plantations (UHV), post-harvest areas in 2016 (HV), and post-fire areas in 2015 (BAR). Observations were made during the rainy and dry seasons to determine how peat responded to rainfall. The soil conditions observed included groundwater levels measured by the gravimetric method and dipwells, and other soil properties such as bulk density, soil porosity, and water-filled pore space. The results showed that natural forest and unharvested Acacia sites experienced increased soil moisture content during the wet season and a shallower groundwater table than the burned area, which consistently recorded the lowest values. All sites experienced a dramatic decline in both groundwater table and soil moisture during the dry season. This decline was most severe in post-fire peatlands, where the groundwater table fell by more than 80 cm and soil moisture declined from 389% to 230% in some locations. Statistical tests confirmed that both burning and logging had a significant effect on the physical characteristics of peat and groundwater table (? = 0.05). This study shows that, after many years, burned and harvested peatlands continue to experience hydrological degradation and are unable to maintain stable groundwater tables and soil moisture.
INSTITUTIONAL RECLASSIFICATION AND FOREST RECOVERY TRAJECTORIES IN A TROPICAL PROTECTED AREA: EVIDENCE FROM GUNUNG HALIMUN SALAK NATIONAL PARK INDONESIA Sulung Wahyu Widodo; Omo Rusdiana; Baba Barus
Multidiciplinary Output Research For Actual and International Issue (MORFAI) Vol. 6 No. 4 (2026): Multidiciplinary Output Research For Actual and International Issue
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.21882116

Abstract

Protected areas are widely recognized as key instruments for biodiversity conservation and forest protection; however, the long-term ecological outcomes of institutional changes in protected area management remain insufficiently understood. This study evaluated land-cover dynamics in Gunung Halimun Salak National Park (TNGHS), Indonesia, following major institutional transformations associated with park expansion and boundary reclassification. Land-cover datasets for 2003, 2009, 2014, 2019, and 2024 obtained from the Indonesian Ministry of Forestry were analyzed using Geographic Information Systems (GIS), transition matrices, and intensity analysis. Land-cover transitions were decomposed into persistence, gains, losses, net change, and swap components to identify underlying landscape dynamics beyond conventional net-change assessments. The results revealed a positive long-term trajectory of forest recovery. Forest cover increased from 67,100 ha (76.5%) in 2003 to 73,078 ha (83.3%) in 2024, resulting in a net forest gain of approximately 5,978 ha. Secondary forest exhibited the largest expansion, largely through transitions from plantation forests and agricultural land. Transition analysis indicated that forest gains (9,113 ha) substantially exceeded forest losses (3,135 ha). However, a considerable swap component (6,270 ha) demonstrated that forest recovery and forest loss occurred simultaneously in different locations, indicating ongoing spatial redistribution of land-cover change within the park. These findings suggest that institutional reclassification and conservation-oriented management have contributed to forest recovery in TNGHS, supporting the Forest Transition Theory and evidence on protected area effectiveness. The study demonstrates that transition-based approaches provide a more comprehensive assessment of conservation outcomes than net-change statistics alone and underscores the importance of governance capacity, tenure certainty, and long-term monitoring in sustaining forest recovery within tropical protected areas
SPATIAL MODELING OF LAND COVER DYNAMICS IN DKI JAKARTA CILIWUNG WATERSHED USING CA-MARKOV APPROACH Mohamad Mahfudz; Baba Barus; Asep Sapei; Bambang Pramudya Noorachmat
GeoEco Vol 12, No 2 (2026): GeoEco July 2026
Publisher : Universitas Sebelas Maret (UNS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/ge.v12i2.108804

Abstract

Land use and land cover (LULC) change driven by human activities has become a major factor influencing environmental dynamics, particularly in rapidly urbanizing areas. This study aims to analyze LULC changes in the Ciliwung Watershed, DKI Jakarta, during the period 2010–2025 and to project future trends up to 2030. The study utilizes Landsat imagery with a spatial resolution of 30 meters, combined with a Geographic Information System (GIS) approach and the Cellular Automata–Markov (CA-Markov) model. LULC classification was categorized into six classes, achieving an overall accuracy of 80% and a Kappa coefficient above 75%, indicating strong agreement. The results show a significant increase in built-up areas by 81.83% by 2030, accompanied by a decrease in open land by 18% and forest areas by 13.53%. Agricultural land and shrubland show slight increases of 1.57% and 0.82%, respectively, while water bodies remain relatively stable at 2.07%.  The expansion of built-up areas exerts considerable pressure on green spaces and reduces water infiltration capacity, thereby increasing the potential risk of flooding in the study area. These findings highlight the importance of implementing adaptive and sustainable spatial planning policies to control LULC changes and mitigate future environmental impacts.
Modeling and Projecting Rainfall Patterns in the Jakarta Ciliwung Watershed Using SARIMA and GIS for Flood Risk Assessment Mohamad Mahfudz; Baba Barus; Asep Sapei; Bambang Pramudya Noorachmat
Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management) Vol 16 No 3 (2026): Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan (JPSL)
Publisher : Pusat Penelitian Lingkungan Hidup, IPB (PPLH-IPB) dan Program Studi Pengelolaan Sumberdaya Alam dan Lingkungan, IPB (PS. PSL, SPs. IPB)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29244/jpsl.16.3.410

Abstract

In recent years, a broad consensus has emerged that global hydroclimatic anomalies have increased rainfall variability in tropical cities. Addressing this, we simulated and predicted rainfall patterns in Jakarta’s Ciliwung River Basin using a hierarchical framework that integrates Seasonal Autoregressive Integrated Moving Average (SARIMA) time series modeling with GIS spatial interpolation. Monthly rainfall records from three stations, Kemayoran (1990–2020), Halim (1990–2018), and Tanjung Priok (1990–2015), were analyzed. Following Ljung-Box and residual tests, the SARIMA (0,1,1)(0,1,1)₁₂ model was selected. Accuracy verification yielded Mean Absolute Percentage Error (MAPE) values below 10% for all stations: 8.4% (Kemayoran), 7.9% (Halim), and 8.1% (Tanjung Priok). Core predictions indicate that by 2030, rainfall intensity will continue declining across all stations, while seasonal rainfall rhythms remain stable. Spatial rainfall pattern comparison between 2025 and 2030 reveals a northward shift of the high rainfall concentration zone. This study has two limitations: only three sample stations were used, and no formal uncertainty quantification was performed for spatial predictions, making the reliability of spatial patterns weaker than suggested by visualizations. Despite these constraints, the proposed statistical-spatial modeling approach supports flood preparedness and adaptive water resource management in data-constrained urban watersheds, provided users account for the stated methodological limitations.
Co-Authors A Akbar Achmad, Alfredian Ade Mirza Roslinawati Adi Jaya, Adi Afan Ray Mahardika Ake Wihadanto Akhmad Fauzi Akhmad Fauzi Alamin Yang First Alfin Murtadho Aminah, Mimin Andhi Trisnaputra Andrea Emma Pravitasari, Andrea Emma Andri Yushar Andria Ardhy Firdian Ardiyanto Maksimilianus Gai Arya Hadi Dharmawan Asep Sapei Asep Sapei Asnelly Ridha Daulay Atang Sutandi Azis, Muh. Ikhsan Bakri, Subhan Bambang Hendro Trisasongko Bambang Juanda Bambang P. Noorachmat Bambang Pramudya Bambang Pramudya Noorachmat Bambang Pramudya Noorachmat Bobby A. Palem Boedi Tjahjono Bratakusumah, Deddy S. Brigitta Audrynne Rombe Bunga Budi Mulyanto Budi Nugroho Budi Prasetyo Bustanul Arifin Cahyana, Destika Chiharu Hongo, Chiharu Corry Nurmala Danang Pramudita, Danang Darda Effendi Darmawan Darmawan Deddy S. Bratakusumah Deddy S. Bratakusumah Denis Muba Pandapotan Simanihuruk Desi Nadalia Dessy Arianti Destika Cahyana Diar Shiddiq Didit Okta Pribadi Didit Okta Pribadi Djuanda, Bambang Djuara P Lubis DP Tejo Baskoro, DP Tejo Drajat Martianto Dwi Maryanto, Dwi Dwi Putro Tejo Baskoro Dwi Putro Tejo Baskoro Dwi Ratnawati Christina Dyah Ita Mardianingsih Dyah R Panuju Dyah R. Panuju Dyah R. Panuju Dyah Retno Panuju Edy Djauhari Purwakusumah Eka Intan Kumala Putri Emilia Syafitri Endriatmo Soetarto Enni Dwi Wahjunie Erliza Noor Ernan Rustiadi Ernan Rustiadi Euis Sunarti Faris Rahmadian Febrianti, Nur Firman Fauzi Fitri Insani Fredian Tonny Nasdian Fredinan Yulianda Gatot Yulianto Gersony Miri Hana Indriana Hans Moravia Hari Agung Hari Agung Adrianto Hari Wijayanto Harisman Edi harmes harmes Harmes Harmes Hartono, Arif Herianto Hermanto Siregar Hernanda, Tiara Aprilia Putri Hidayah, Nursantri Hilda Nurul Hidayati Hongo , Chiharu Imas Sukaesih Sitanggang Indraprahasta, Galuh Syahbana Irzaman, Irzaman Iskandar Iskandar Iswandi Umar Iwan Kurniawan Khursatul Munibah Kukuh Murtilaksono Kukuh Murtilaksono Kukuh Murtilaksono Kukuh Murtilaksono Kukuh Murtilaksono Kusumastuti, Ayu Candra Kusumawati, Balkis Lala M Kolopaking Laode Syamsul Iman Latifah Kosim Darusman M Habibi Yadi Irawanata M Munawir Mahmud A. Raimadoya Mahmud A. Raimadoya Mazlan Mira Harimurti Mohamad Mahfudz Mohamad Mahfudz Mohamad Rafi Muhamad Firdaus Muhammad Ardiansyah Muhammad Ardiansyah Muhammad Fathahillah Dewantara Almismary Muhammad Firdaus Muhammad Hikmat Muhammad Munawir Syarif Muhammad Mu’min Fahimuddin Muhammad Zulfikar Muhammad, Almawardi Nadia Shalehah Nandi Kosmaryandi Nina Widiana Darojati NINA WIDIANA DAROJATI Nindya Ayu Wardani Nur Febrianti Nur Febrianti Omo Rusdiana Purwanto, Moh Yanuar Jarwadi Purwono Purwono Puspita, Gita Qalbi, Andria Harfani Rahmi Fajarini Reni Kusumo Tejo Reni Kusumo Tejo Reza Hanjaya Ricky Ricky Ricky, Ricky Rifyan Ruman Rilus Kinseng Rini Ariani Amir Rizaldi Boer Romiyanto Romiyanto Sabila, Salma Sabri Effendy Setia Hadi Sigit, Gunardi Siska Amelia Sitanggang, Imas S. Siti Faizah Zauhairah Siti Nurisyah Soekmana Soma Sri Malahayati Yusuf Sri Mulatsih Subhan Bakri Suci Sri Utami Sutjipto Sukiptiyah Sukiptiyah Sukiptiyah Sukiptiyah Sulung Wahyu Widodo Sumardani Kusmajaya Suria Darma Tarigan Suryadi Suryadi Suryadi Suryadi Suwardi Suwardi Syahbana, Galuh Syaiful Anwar Syamsul Arifin Taopik Ridwan Tb Iwan Mulyawan Tenda, Edwin Tivianton, Tommy Andryan Tommi Tommi Tommi Tommi, Tommi Tommi, Tommi Tono, Tono Tuni, Muhd. Siraz Uciningsih, Winda Ugeng Wijanarko Umar Mansyur Untung Sudadi Vincentius P Siregar Wahyu Iskandar Werenfridus Taena Widada, Rasyid Widiatmaka Yani Nurhadryani Yiyi Sulaeman Yoyoh Indaryanti Yuda Pringgo Bayusukmara Yunito, Muhammad Rahmanda Yuri Ardhya Stanny Yusuf, Sri Malahayati Zluyan Firdaus Afif