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All Journal Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy) Jurnal Teknologi Industri Pertanian Jurnal Ilmu Tanah dan Lingkungan (Journal of Soil Science and Environment) Indonesian Journal of Geography SOCA: Jurnal Sosial Ekonomi Pertanian Jurnal Pembangunan Wilayah dan Kota Jurnal Presipitasi : Media Komunikasi dan Pengembangan Teknik Lingkungan Media Komunikasi Geografi JEJAK Jurnal Kawistara : Jurnal Ilmiah Sosial dan Humaniora Majalah Geografi Indonesia Jurnal Pengkajian dan Pengembangan Teknologi Pertanian Journal of Degraded and Mining Lands Management AGRIVITA, Journal of Agricultural Science Journal of Regional and City Planning Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management) Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi dan Pembangunan Jurnal Tataloka Journal of Applied Geospatial Information MAJALAH ILMIAH GLOBE Informatika Pertanian Syntax Literate: Jurnal Ilmiah Indonesia IT JOURNAL RESEARCH AND DEVELOPMENT Journal of Regional and Rural Development Planning Astonjadro Jurnal Ilmiah Ilmu Sosial Jurnal Risalah Kebijakan Pertanian dan Lingkungan International Journal of Business, Economics, and Social Development Jurnal Kawistara
Khursatul Munibah
Bogor Agricultural University
Agriculture, Biological Sciences & Forestry 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 Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Physics Social Sciences Transportation Other

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Estimasi Umur Padi pada Citra Sentinel-2 dengan Pendekatan Gaussian Mixture Model Ardiansyah, Muhammad; Raniah, Nadhifah; Munibah, Khursatul
Jurnal Ilmu Tanah dan Lingkungan Vol 26 No 1 (2024): Jurnal Ilmu Tanah dan Lingkungan
Publisher : Departemen Ilmu Tanah dan Sumberdaya Lahan, Fakultas Pertanian, IPB University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29244/jitl.26.1.21-28

Abstract

Pemantauan fase tumbuh atau umur tanaman padi dilakukan untuk memperkirakan luas panen dan produksi tanaman padi. Teknologi penginderaan jauh dapat melakukan pemantauan umur tanaman padi salah satunya menggunakan citra Sentinel-2. Penelitian ini bertujuan untuk mengidentifikasi umur tanaman padi, dan memetakann dan memantau sebaran spasio temporal umur padi dengan klasifikasi GMM pada citra multi-temporal Sentinel-2. Klasifikasi GMM merupakan salah satu metode yang sederhana dengan basis fungsi kepadatan. Penelitian dilakukan di lahan sawah Dinas Pertanian, Perkebunan, Pangan, dan Hortikultura Kabupaten Cianjur, Provinsi Jawa Barat dengan waktu pengamatan dari bulan Mei - Agustus 2021. Hasil penelitian menunjukkan bahwa respons spektral temporal berbeda antara kanal tampak mata (biru, hijau, dan merah) dan kanal inframerah dekat, dimana ke-3 kanal tampak mata memiliki pola yang serupa dengan nilai yang lebih rendah dari kanal inframerah dekat. Klasifikasi GMM dapat menunjukkan adanya kontinuitas kelas umur padi pada setiap akuisisi citra dari 0 - 130 hari setelah tanam, sehingga dapat digunakan untuk memantau umur atau fase tumbuh padi.
Dampak Perubahan Penggunaan Lahan Terhadap Ruang Terbuka Hijau dan Indeks Kenyamanan di Kota Semarang Penggayuh, Dinda; Munibah, Khursatul; Ardiansyah, Muhammad
Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management) Vol 13 No 4 (2023): 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.13.4.683-693

Abstract

Kota Semarang merupakan salah satu kota terpadat diIndonesia. Pertambahan jumlah penduduk Kota Semarang menyebabkan adanya lahankonversi yang berdampak pada peningkatan panas yang dapat menyebabkanmasalah lingkungan. Hasil klasifikasi hutan acak untukpenggunaan lahan tahun 2013-2022 didominasi oleh kelas lahan terbangun. Penggunaanlahan terbangun terus meningkat dari tahun 2013-2022 sebesar 8,84% atau 3410 ha.Hal ini menyebabkan berkurangnya ruang terbuka hijau sebesar 7,59% atau 2.928,49 Ha dan sedangmasih mencukupi sebesar 30%. Pada prediksi penggunaan lahan tahun 2032 dominasikelas lahan terbangun sebesar 61% atau 23.575 Ha. Ketersediaan ruang terbuka hijauspace (RTH) di Kota Semarang terus mengalami penurunan dari tahun 2013-2032 sebesar9%. Dimana pada tahun 2032 ketersediaan Ruang Terbuka Hijau (RTH) sebesar 29,62% ataukurang dari 30%. Hubungan antara ruang terbuka hijau (RTH) dengan tingkatKenyamanan saling mempengaruhi, dimana terjadi penurunan ruang terbuka hijaupeningkatan tingkat ketidaknyamanan, perlu dilakukan arahan untukpengembangan Ruang Terbuka Hijau (RTH) yang terdiri dari Kawasan Prioritas a1 yaitu menjaga ruang terbuka hijau (RTH). dan menambah ruang terbuka hijaudengan membuat taman atap dan taman vertikal di setiap rumah untuk menurunkansuhu. Area Prioritas 2 adalah penambahan Ruang Terbuka Hijau (RTH) dimasing-masing kabupaten. Area Prioritas 3 adalah mempertahankan ruang terbuka hijau yang ada diberupa hutan kota dan perkebunanLand Use Change, Green Open Space (RTH) and Temperature Humandity Index (THI)
LAND SUITABILITY AND DYNAMIC SYSTEM MODELLING TO DEFINE PRIORITY AREAS OF SOYBEAN PLANTATION IN PADDY FIELDS IN KARAWANG, WEST JAVA Widiatmaka, Widiatmaka; Ambarwulan, Wiwin; Firmansyah, Irman; Munibah, Khursatul; Santoso, Paulus B.K.; Sudarsono, Sudarsono
AGRIVITA Journal of Agricultural Science Vol 36, No 3 (2014)
Publisher : Faculty of Agriculture University of Brawijaya in collaboration with PERAGI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17503/agrivita.v36i3.432

Abstract

One of the agricultural public commodities in Indonesia which still cannot fulfill its domestic consumption needs is soybean. The objectives of the research, which was conducted in Karawang Regency, West Java, Indonesia, were to: (i) identify the suitable area for soybean plantations in paddy fields, (ii)  assess the development of soybeans in land use and socio-economic context, and (iii) plan the spatially soybean plantation. A soil survey and land evaluation for soybean was completed. IKONOS imagery was applied to delineate paddy fields while a dynamic system modelling was developed using Powersim 8.0 software. The results of the research showed that the suitability class for soybean plantation in the paddy fields of Karawang Regency ranges from unsuitable (N) to suitable (S2), with limiting factors being temperature, fertility, nutrients retention, slope, erosion, rooting media and toxicity. Very limited arable land  has been used so far for soybeans plantations due to low economic returns. The model predicts that, should the development of soybean continues in its business as usual path, a deficit of soybean will occur in 2030. The model provides alternative scenarios to reduce the deficit. Prioritization was done spatially using the suitable land gradually, corresponding to the government budget availability.
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
Integrating Mining Management Strategy with Mining Area Sustainability Index Majid, Riza Nur Fajrin; Munibah, Khursatul; Suryaningtyas, Dyah Tjahyandari; Latifa, Nisa
Jurnal Presipitasi : Media Komunikasi dan Pengembangan Teknik Lingkungan Vol 22, No 3 (2025): November 2025
Publisher : Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/presipitasi.v22i3.837-851

Abstract

Mining in Central Bangka Regency has continued to grow since the era of regional autonomy, with the dominance of alluvial tin mining which has a major impact on the environment. The rise of unconventional mining has exacerbated land degradation, increased the area of critical environments, and reduced the quality of ecosystems. This study aims to assess the value of sustainability based on the Mining Area Sustainability Index as a basis for formulating development policies.  The results show that mining activities cause a reduction in forest cover and an increase in the level of environmental criticality, especially due to unconventional mining which is difficult to control. The community has a positive perception of mining activities. The results showed a sustainability score in the less sustainable category (42.55), with the environmental aspect as the lowest aspect. To improve the sustainability score, a moderate policy scenario was chosen as the best strategy, focusing on managing environmental impacts, utilizing ex-mining land, and improving community health and safety. With the right policy approach and synergy between stakeholders, the sustainability of the mining sector in Central Bangka Regency can be achieved.
Co-Authors Achmad, Alfredian Ade Irawadi Adrian Adrian Agung Lukman Alfin Murtadho Alwan Rafiuddin Amira Novalinda Andrea Emma Pravitasari, Andrea Emma Andreas Ari Putro Dwinanto Ari Wijayanti Arieza Andriani Nur Aina Asdar Iswati Atang Sutandi Baba Barus Bambang Hendro Trisasongko Bambang Juanda Bambang Pramudya Bambang Pramudya Noorachmat, Bambang Pramudya Boedi Tjahjono Bondansari Bondansari, Bondansari Budi Mulyanto Chaida Chairunnisa Chiharu Hongo, Chiharu Cipta Sekarrini Cut Hashfi Fadhila Dewi Setyowati Didit Okta Pribadi Diendra Abdul Karim Dwi Putro Tejo Baskoro Dyah Retno Panuju Dyah Tjahyandari Suryaningtyas Eggy Giofandi Eka Intan Kumala Putri Eko Fitriono Harimurti Ely Triwulan Dani Ernan Rustiadi Firmansyah , Irman Firre An Suprapto Firre An Suprapto Fredinan Yulianda Hari Agung Adrianto Harmoko, Joycelyn Hartrisari Hartrisari Hefni Effendi Hermanu Widjaja, Hermanu Hongo , Chiharu Indah Purnama Sari Irman Firmansyah Irman Firmansyah Iskandar Lubis Izuru Saizen Janthy Trilusianthy Hidayat Joko Mulyono Joko Mulyono Joko Mulyono Khairul Anam Komarsa Gandasasmita Komarsa Gandasasmita Kraugusteeliana Kraugusteeliana Kukuh Murtilaksono Kukuh Murtilaksono La Ode Syamsul Iman Lamidi Lamidi Latifa, Nisa LUMBANTOBING, AGAPE Machfud Machfud Machfud Machfud Machfud Machfud Majid, Riza Nur Fajrin Monsaputra Monsaputra Monsaputra Muhamad Alkaf, Muhamad Muhamad Ilyas, Muhamad Muhammad Ardiansyah Muhammad Fikri Putra Muhammad Firdaus Muhammad, Almawardi Muhlis, Taufik Muji Esti Wahyudi Mulyono, Joko Mumtadul Fikri Murtadho, Alfin Mustika Gusnia Sari Nia Rachmawati Nita Inopianti Nur Fa'izah Zainal Nurwadjedi Nurwadjedi, Nurwadjedi Omo Rusdiana Paulus B.K. Santoso Penggayuh, Dinda Pramita, Viona Pramusintha Nugraha Purwanto, Yanuar Jarwadi Rani Yudarwati Rani Yudarwati Raniah, Nadhifah Ratna, Ni Luh Made Dwi Ridwan Kun Satria Rudi P Tambunan, Rudi P Sabila, Salma Saniinah, Siti Nur Santun R P Sitorus Santun R.P Sitorus Santun R.P. Sitorus Santun R.P. Sitorus Santun R.P. Sitorus Setia Hadi Setia Hadi Setia Hadi Sigit, Gunardi Sri Lestari Munajati, Sri Lestari Sudarsono Sudarsono Sudarsono Sukisno Sukisno, Sukisno Suprajaka Suprajaka Toga Pandapotan Sinurat Uciningsih, Winda Ulfah Choerunnisa Nurul Litasari Ulfah Choerunnisa Nurul Litasari Untung Sudadi Wahyu Iskandar Wayan Wardana Widiatmaka Widiatmaka Widiatmaka Widiatmaka Widiatmaka Widiatmaka Widiatmaka Widiatmaka Wiwin Ambarwulan Wiwin Ambarwulan Yayuk Farida Baliwati Yusanto A Nugroho, Yusanto A