Using information from images for plantation monitoring: A review of solutions for smallholders
| Autor: | Pujiyanto, Spyros Fountas, Bayu Taruna Widjaja Putra, Soni Sisbudi Harsono, Bambang Marhaenanto, Peeyush Soni |
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| Rok vydání: | 2020 |
| Předmět: |
Decision support system
business.product_category Computer science 020209 energy Best practice 02 engineering and technology Aquatic Science 01 natural sciences 0202 electrical engineering electronic engineering information engineering Internet access lcsh:Agriculture (General) Protocol (object-oriented programming) Digital camera lcsh:T58.5-58.64 lcsh:Information technology 010401 analytical chemistry Forestry Environmental economics lcsh:S1-972 0104 chemical sciences Computer Science Applications Tree (data structure) Animal Science and Zoology business Agronomy and Crop Science Knowledge transfer |
| Zdroj: | Information Processing in Agriculture, Vol 7, Iss 1, Pp 109-119 (2020) |
| ISSN: | 2214-3173 |
| DOI: | 10.1016/j.inpa.2019.04.005 |
| Popis: | Technologically empowering farmers/smallholders notably accelerates the knowledge transfer to monitor plantations in developing countries. Advanced, cost-effective technologies can rapidly increase the effectiveness of using expenses, labor, and time. There is no limit to using digital cameras for non-destructive measurements, such as nutrient monitoring, pests and diseases, yield monitoring, and other information related to individual plant conditions in the plantation area. This paper elaborates the fundamental concepts and best practices for future research on how to use image information from a single digital camera in decision support systems as a solution to monitoring plantations such as coffee, cocoa, and tree crops. This paper reviews the recent and potential research on plantation monitoring using a digital camera and other suitable integrated sensors. Moreover, we propose a protocol for use as a possible solution for smallholders to cope with the limitation in network/internet access infrastructure. Following this protocol, an integrated system for monitoring the farm activities of smallholders can be established. Keywords: Camera, Sensors, DSS protocol, Biophysical monitoring, Plantation monitoring |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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