RESEARCH FOR SMALL HOLDER FARMERS

LABORATORY

Laboratory of Precision Agriculture & Geo-Informatics

Research Area:

  1. Internet of Things (IoT)

  2. Machine Vision

  3. Remote Sensing

  4. Photogrammetry

  5. Geographic Information System

  6. Deep Learning & Machine Learning

Aims:

  1. Crop Health and Disease Monitoring

  2. Vegetation Identification and Metrics

  3. Terrain Mapping

  4. Invasive Species Identification and Analysis (Invasive Plants)

  5. Land, Environment, and Forestry Research

  6. Vigor Mapping and Mitigation

  7. Agricultural Insecticide Spraying

  8. Agricultural Fertilizer Dispensing

  9. Sensors, etc.

Laboratory Facilities

  1. Spectrometer UV-VIS-NIR

  2. LAI-2000

  3. GNSS

  4. UAV Phantom DJI 3 Standard (Modified-VIS-NIR)

  5. UAV Phantom DJI 3 Pro RGB

  6. UAV Phantom DJI 4 Advance RGB

  7. UAV Mavic 2 Pro RGB

  8. Multi-Spectral Camera Parrot Sequoia

  9. SPAD 502 Plus CHlorophyll Meter

  10. Turbidimeter

  11. Workstation i7 32GB RAM & GPU NVIDIA 1080 Ti

  12. IBM Rack Server & Tower Server ( 16GB RAM)

  13. Range Finder (Nikon)

  14. Agisoft PRO (LICENSED)

  15. NVIDIA Jetson NANO

  16. Raspberry Pi / Arduino

  17. Sensors

  18. USB Intel Movidius & Google Coral

Research group

Informatika Pertanian dan Biosistem (Agricultural Informatics & Biosystems)

Member:

  1. Bayu Taruna WP, PhD (Coordinator /Agricultural Engineering)

  2. Dr. Bambang Marhaenanto (Agricultural Engineering)

  3. Dr. Dedy Wirawan Soedibyo (Agricultural Engineering)

  4. Prof. Dr. Indarto (Agricultural Engineering)

  5. Khairul Anam, PhD (Electrical Engineering)

  6. Tio Darmawan, M.Kom (Computer Science)

  7. Diksy Firmansyah, M.Kom (Computer Science)

Research activities

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ADVISEE / STUDENTS (Graduated)

Batch 2016

  1. Student ID / Name: 161710201098 / Maheqsa Alamsyah Sutikno Putra

Research Topic: Perancangan Aplikasi Perhitungan Jumlah Pohon Mangga Menggunakan Deep Learning Memanfaatkan Low Altitude Remote Sensing

Status / Level: Completed / Bachelor


  1. Student ID / Name: 161710201094 / Nurafiah Indira Fazhni

Research Topic: Estimasi Kesehatan Tanaman Pakchoi (Brassica rapa L.) Menggunakan Ground-Based Remote Sensing

Status / Level: Completed / Bachelor


  1. Student ID / Name: 161710201091 / Hendra Cipta Wirayuda

Research Topic: Estimasi Kandungan klorofil Tanaman Jagung (Zea mays L.) Menggunakan Ground-Based Remote Sensing

Status / Level: Completed / Bachelor


  1. Student ID / Name: 161710201047 / Krishna Sanyasa Indracahyana

Research Topic: Alat Panen Jeruk Semi-Otomatis Berbasis Mikrokontroler

Status / Level: Completed / Bachelor


  1. Student ID / Name: 161710201035 / Muhammad Arga Hita

Research Topic: Sistem Informasi Geografis Perkebunan Kopi Arabika (Coffea arabica) di Lereng Kawasan Dataran tinggi Hyang Argopuro Kec. Maesan Kab. Bondowoso

Status / Level: Completed / Bachelor


  1. Student ID / Name: Mohamad Catur Yulianto

Research Topic: Estimasi Karakteristik Fisik Tanaman Kangkung (Ipomea aquatica) Menggunakan Metode Ground-Based Remote Sensing

Status / Level: Completed / Bachelor


  1. Student ID / Name: 161710201079 / Levana Angela

Research Topic: Perancangan Low-Cost Turbidimeter Berbasis Internet of Things (IoT)

Status / Level: On Going... / Bachelor


  1. Student ID / Name: 161710201013 / Aditya Aulia Akbar Gunawan

Research Topic: Estimasi Kandungan Klorofil Pada Tanaman Tebu (Saccharum officinarum L.) Menggunakan Metode Ground-Based Remote Sensing (GBRS) dan Low Altitude Remote Sensing (LARS)

Status / Level: Completed / Bachelor



Batch 2015

  1. Student ID / Name: 151710201010 / Andre Prasetyo Cahyo Nugroho

Research Topic: Estimasi NUE (Nitrogen Use Efficient) Pada Tanaman Edamame Dengan Menggunakan Metode Evaluasi Non-Destruktif

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201069 / Feri Andria

Research Topic: Pengembangan Model Untuk Estimasi Kebusukan Telur Menggunakan Optical Sensor

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201055 / Nadira Janna Rahmadhani

Research Topic: Estimasi Diameter Pohon Sengon (Albizia Chinensis) Berbasis Computer Vision dan Spasial

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201078 / Farchan Mushaf Al Ramadhani

Research Topic: Metode Estimasi Umur Tanaman Padi (Oriza sativa L.) Menggunakan Ground-Based Remote Sensing

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201038 / Eko Sishadi

Research Topic: Estimasi Biomassa Tanaman Edamame [Glycine max (L.) Merill.] Menggunakan Ground-Based Remote Sensing

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201007 / Holisfiani

Research Topic: Estimasi Laju Evapotranspirasi Jati (Tectona grandis LI) Melalui Pemodelan Warna Menggunakan Citra Sentinel-2A dan Ground-Based Remote Sensing

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201036 / Ade Irma Damayanti

Research Topic: Analisis Gap Fraction Pada Kanopi Jati (Tectona grandis LI) Saat Peralihan Musim Menggunakan Metode Digital Cover Photography

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201088 / Mahrus Irsyam

Research Topic: Estimasi Serapan Nitrogen Pada Tanaman Padi (Oriza sativa L.) Menggunakan Aerial Remote Sensing

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201084 / Wahyu Nurkholis Hadi Saputra

Research Topic: Implementasi Ground-Based Remote Sensing Berbasis IoT Untuk Estimasi Evapotranspirasi Padi

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201068 / Fajar Hari Prasetyo

Research Topic: Rancang Bangun Alat Pengukur Klorofil Pada Tanaman Kopi dan Tebu Menggunakan Sensor Warna RGB ISL29125 Berbasis Arduino

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201086 / Rusdiamin

Research Topic: Estimasi Serapan Nitrogen Tanaman Padi Menggunakan Ground-Based Remote Sensing

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201037 / Ali Syech Chasni

Research Topic: Rancang Bangun Penakar Pupuk Nitrogen Secara Otomatis Berdasarkan Warna Daun Tanaman Kopi Robusta

Status / Level: Completed / Bachelor


  1. Student ID / Name: Usamah Abdul Hamid

Research Topic: Estimasi Berat Biomassa dengan Menggunakan Sistem Ground-Based Remote Senting pada Tanaman Padi Cibogo (Oriza sativa L.)

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201019 / Siti Nur Kholifah

Research Topic: Klasifikasi dan Interpretasi Citra Satelit Sentinel untuk Pemetaan Tutupan Lahan Pada Wilayah (Arjasa, Asembagus, dan Jangkar) Kabupaten Situbondo (Metode Unsupervised dan Supervised Classification)

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201025 / Rochmat Taufik Hidayat

Research Topic: Pengembangan Automatic Weather Station (AWS) Berbasis Cloud Berbiaya Murah

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201032 / Dylan Yabez Antares

Research Topic: Sistem Informasi Berbasis Android pada Masa Tanam dan Masa Panen Jeruk Siam Berdasarkan Penyakit

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201041 / Alfian Wiji Pradiksa

Research Topic: Analisis Perubahan Peruntukan Lahan Tahun 1997 sampai 2018 di Wilayah Kabupaten Lumajang: Interpretasi Citra Satelit Landsat

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201052 / Farid Lukman Hakim

Research Topic: Interpretasi Citra Satelit Landsat 8 untuk Pemetaan Tutupan Lahan Provinsi Jawa Timur

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201054 / Hadrian Reksa Belagama

Research Topic: Deteksi Lahan Sub-Optimal Menggunakan Analisis Nilai NDVI Musim Kemarau pada Wilayah Kecamatan Arjasa, Jangkar, dan Asembagus Berbasis Citra Satelit Sentinel 2

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201108 / Rino Wahyu Pambudi

Research Topic: Rancang Bangun Alat Pemetik Buah dengan Pisau Penggerak Bolak-Balik

Status / Level: Completed / Bachelor


  1. Student ID / Name: 151710201110 / Willy Bintang Timur

Research Topic: Interpretasi Citra Satelit Landsat untuk Pemetaan Peruntukan Lahan: Perbandingan Supervised dan Unsupervised

Status / Level: Completed / Bachelor


Batch 2014

  1. Student ID / Name: 141710201100 / Rizky Setiawan Purwoko

Research Topic: Pengembangan Pemodelan Berbasis Optik Untuk Estimasi Chlorophyll-a Dalam Air Dengan Pemanfaatan Chlorophyllin

Status / Level: Completed / Bachelor


  1. Student ID / Name: 141710201076 / Rizal Efendi

Research Topic: Penggunaan Kamera RGB dan Near Infrared pada Pengukuran Tingkat Kekeruhan dan Kandungan Klorofil serta Pengaruh Jarak Muka Air dengan Pemanfaatan Broadband Spectral Berbasis Ground-Based Remote Sensing

Status / Level: Completed / Bachelor


  1. Student ID / Name: 141710201065 / Yuliananda Kurnia Dewi

Research Topic: Analisa Tingkat Kekeruhan dan Kandungan Chlorophyll-a Dalam Air Dengan Metode Low-Altitude Remote Sensing

Status / Level: Completed / Bachelor


  1. Student ID / Name: 141710201048 / Duhri Ridho Fathurrahman

Research Topic: Pengembangan Low-Cost Ground Based Remote Sensing Untuk Estimasi Tingkat Kekeruhan dan Kandungan Klorofil Pada Air

Status / Level: Completed / Bachelor


  1. Student ID / Name: 141710201021 / Rizaldi Tri Yulianto

Research Topic: Sistem Kontrol Suhu Berbasis Arduino pada Ruang Greenhouse untuk Produksi Fodder Jagung Hidroponik

Status / Level: Completed / Bachelor


  1. Student ID / Name: 141710201035 / Sri Rohma Hartini

Research Topic: Pemodelan untuk Estimasi Tingkat Kekeruhan Air Menggunakan Kamera RGB dan Spektrometer

Status / Level: Completed / Bachelor


  1. Student ID / Name: 141710201051 / Achmad Ivo Joan Pamungkas

Research Topic: Sistem Kontrol Kelembaban Ruang Greenhouse Berbasis Arduino untuk Fodder Jagung Hidroponik dengan Perlakuan Pemberian Pupuk

Status / Level: Completed / Bachelor