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Journal : International Journal of Remote Sensing and Earth Sciences (IJReSES)

UTILIZING REMOTE SENSING AND MACHINE LEARNING FOR ECOSYSTEM SERVICES MAPPING AT GUNUNG MAS TEA PLANTATION Fitria, Annisa; Manessa, Masita Dwi Mandini; Tambunan, Rudy Parluhutan
International Journal of Remote Sensing and Earth Sciences (IJReSES) Vol 20, No 2 (2023)
Publisher : Ikatan Geografi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30536/j.ijreses.2023.v20.a3880

Abstract

Land use and land cover changes are one of the main factors affecting ecosystems and the services they provide. Conversion from natural vegetation to agricultural and urban land can lead to the degradation of ecosystem services and loss of biodiversity. Puncak area, Bogor, which is a highland area, has become an area that is synonymous with tea plantations because it has an ecosystem that is suitable for being a tea plantation area. Gunung Mas tea plantation managed by PTPN VIII is one of the largest tea plantations and a contributor to foreign exchange in Indonesia. The tourism potential in the plantation and agricultural business sectors has a high selling value as a tourist object and attraction. The purpose of this study is to find out the distribution of ecosystem services for climate regulation, water flow and flood regulation, and ecotourism and cultural recreation services at Gunung Mas tea plantation which is displayed in the form of an Ecosystem Service Map. The land cover classification was extracted from the Sentinel 2A image, which was then scored based on expert judgment. The scoring results are then processed using the AHP Pairwise Comparison method. The results of the study show that the research area has very high climate regulation ecosystem services, very high water flow and flood regulation, and high cultural recreation and ecotourism ecosystem services. Keywords: AHP, Ecosystem Services, Land Use and Land Cover, Supervised classification, Tea Plantation.
Co-Authors Aang Munawar Achmad Edi Subiyanto ACHMAD FAUZAN Ade Hari Siswanto Adi Nur Rohman , Adi Nur Rohman Adriana, Hannura Ahmad, Ahluddin Saiful Akbar, Resti Alfiana, Rita Ali Rakhman Hakim Almasuri, Indah Ambya, Ambya Amelia Fitri Aminulloh, Ali Anatomi Muliawan Anifah, Siti Anissa, mutiara Anna Triningsih, Anna Antara, Nyoman Putra Apipah , Nur Arba Pramundita Ramadani Ari Wibowo Aulia Rahmah Ayatika, Aqhila Fadilla Aziz, Rizka Amelia Azzahra , Nisa Kamila Bariklana, Muhammad Bastomi, Selam Binastya Anggara Sekti Budi Asri, Dyah Permata Damayanti, Siska Dwi Darman, Melani Deni Hermawan Devi, Luh Ari Kamala Dharma, Agus Surya Dior Manta Tambunan DWI SURYANTO Ecica, Ecica Elawati, Tuti Endang Ruswanti Fairana, Vinanti Aesca Fariani Syahrul Fauzan, Rizky Feriza, Gousta Fitriani, Hannie Freddy Harris, Freddy Ganjar Fadillah, Ganjar Ginting, Henndy H Z, M Robith Hakim, Sherina Nabila Putri Hapsari, Nia Puspita Harahap, Pardamean Hariyanto, Ario Yudo Helvis, Helvis Hikmawati, Elok I Gede Hartadi Kurniawan Isnatin Miladiyah Jr., Andre Cardenas Juanda Juanda Jumaryatno, Pinus Juwita, Silvia Ratna Kantikha, I Made Khantika, I Made Kurniawati, Darini Lee, Bonita Lisasih, Nin Yasmine Mahaludin, Agus Wafa Mari’ah, Siti Indriani MASITA DWI MANDINI MANESSA, MASITA DWI MANDINI Maulana, Faid Muhammad Firdaus Murti, Sri Musayadah, Binti Mustaqimah Mustaqimah Nazah, Farida Nurun Nixon Erzed Noorrahman, Moh. Fajar Noorsy, Muhammad Ichsanudin Nurhayani nurhayani Nurida, Luthfiyah Shofi Panggabean, Marshanda Vennesa Pratama, Pebi Paisal Puapitasari, Ruliana Putri, Mela Antika Rahma, Syifa Zakia Rahmahani, Adhining Prabawati Rahman, Agenia Rina Saputri Rohman, Adi Nur Rojak Samsudin, Agus Samuel, Alexander Satinem Sembiring, Malemna Sura Anabertha Sibarani, Paulus Ramotan Siti Zulaikha Sugeng Sugeng Sukma, Putri Patrina SULISTIOWATI Suprajogi, Agus Syaifudin, Ramadhan Syahril Tambunan, Rudy Parluhutan Thaher, Irmanjaya Trapsilo, Alex Wahyudi, Endik Wardhani, Kristy Tri Wasahua, Idris Wasis Susetio Widiatno, Men Wih Widiawati Widiawati, Widiawati Wiraguna, Sidi Ahyar Yandi Syukri Yustian, Alifira Adhany Zulfikar Judge Zulfikar Zulfikar