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Klasifikasi Penyakit Daun Padi Berdasarkan Hasil Ekstraksi Fitur GLCM Interval 4 Sudut Jani Kusanti; Noor Abdul Haris
Jurnal Informatika: Jurnal Pengembangan IT Vol 3, No 1 (2018): JPIT, Januari 2018
Publisher : Politeknik Harapan Bersama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30591/jpit.v3i1.669

Abstract

One of the factors causing rice production depression is a typical disease in rice plants. Typical of disease in rice plants, among others, such Blast Disease, Leaf Blight Disease, Disease Hawar On Stem, Crackle Disease and so on. Each type of disease requires different treatment, but not all farmers know the type of disease so as to allow for errors in the handling. This research made an application program that can identify rice pests to facilitate farmers solve the problems of rice plants disease since it becomes important to make a disease classification system on the leaves of rice plants. This research uses backpropagation method to classify the type of disease resulting from feature extraction of GLCM with 4 angles. Results obtained 80% accuracy from 30 data, with 16 seconds testing time.  
Edukasi Teknologi Digital dan Energi Terbarukan sebagai Strategi Penguatan Kapasitas Komunitas Peduli Waduk Jlantah Menuju Pariwisata dan UMKM Berkelanjutan di Karanganyar Ramadhian Agus Triono Sudalyo; Tri Irianto Tjendrowasono; Sukoco Sukoco; Agus Rianto; Abdillah Baradja; Jani Kusanti; Bayu Mukti; Noor Abdul Haris; Frido Oktaviandre
Jurnal Pengabdian Masyarakat: Darma Bakti Teuku Umar Vol 8, No 1 (2026): Januari-Juni
Publisher : Universitas Teuku Umar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35308/baktiku.v8i1.15108

Abstract

This Community Service (PkM) activity aims to enhance the capacity of the Komunitas Peduli Waduk (KPW) at Jlantah Reservoir, Jatiyoso District, Karanganyar Regency, through digital technology education and renewable energy utilization strategies. The activity was held on March 20, 2025 using a Forum Group Discussion (FGD) method, facilitated by the Surakarta River Basin Authority (BBWS), involving 35 participants from Karangsari and Tlobo Villages. Three main topics were delivered: (1) the use of digital technology for tourism promotion and MSME development via social media, websites, and applications; (2) an introduction to renewable energy power generation including micro-hydro and floating solar power plants; and (3) IoT-based water and soil resource monitoring using ESP32 microcontrollers. Results indicated high participant enthusiasm for technology adoption and a clear need for follow-up technical training to build independent community capacity. The activity successfully fostered multi-stakeholder collaboration among academics, the local community, village government, and BBWS Surakarta toward sustainable development of the Jlantah Reservoir area.