Determination of rubber-tree clones leaf diseases spectral using Unmanned Aerial Vehicle compact sensor

Ali, Hamzah Mohd; Rasib, Abd Wahid; Hamid, Nurmi Rohayu Abd; Ghani, Zarawi Abd; Mahsuri, Ikhsan; Yusoff, Abdul Razak Mohd; Zainon, Osman; Idris, Khairulnizam M.; Dollah, Rozilawati

doi:10.1088/1755-1315/169/1/012059

Cited by 6 publications

(4 citation statements)

References 8 publications

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“…Agriculture (Hasni et al, 2022); (Yusof et al, 2022); (Liu et al, 2021); (Rafezall et al, 2020); (Izzuddin et al, 2020); (Avtar et al, 2020); (Syafiqah et al, 2020); (Abdullah et al, 2020); (Fawcett et al, 2019); (Suab et al, 2019); (Ismail et al, 2019); (Ali et al, 2018); (Norasma et al, 2018) Mapping (Zolkepli et al, 2021); (Chaudhry et al, 2020); (Noor et al, 2020); (Kaamin et al, 2020); (Udin et al, 2019); (Yazid et al, 2019); (Ahmad et al, 2018a); (Abdullah et al, 2018); (Yusoff et al, 2018); (Ahmad et al, 2018b) Forestry (Siti-Nor-Maizah et al, 2022); (Kamarulzaman et al, 2022); (Saliu et al, 2021); (Maizah Saad et al, 2020); (Otero et al, 2018); (Nadia Zainol et al, 2018) River monitoring (Ansari et al, 2021); (Mohamad et al, 2019); (Geraeds et al, 2019); (Elijah et al, 2018a); (Elijah et al, 2018b) Transportation (Zailani et al, 2021); (Mahmud et al, 2021); (Sanik et al, 2019); (Abdullah et al, 2019) Construction (Keyvanfar et al, 2022a); (Keyvanfar et al, 2022b); (Mohd Noor et al, 2020); …”

Section: Application Referencesmentioning

confidence: 99%

Recent Drone Applications in Malaysia: An Overview

Gohari

Ahmad

Oloruntobi

2023

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.

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Abstract. This study aims on an exploration of recent applications of drones in the Malaysian context. More specifically, to investigate the drone’s application status and application areas. To search the academic literature and identify the included documents, we have followed the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines. We conducted an overview study of the total number of 54 documents (out of 202) published since 2018, which were extracted from the Scopus database. The results of the bibliometric analysis of the included documents showed that drones in Malaysia are applied in different disciplines, including agriculture, mapping, forestry, river monitoring, transportation, construction, coastal management, flood management, and other applications. Among these, agriculture and mapping are the main application areas. MDPI published the most journal articles, and IGRSM conferences published the highest number of conference papers. Furthermore, scholars from the Universiti Teknologi Malaysia have the highest contribution among others.

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Section: Application Referencesmentioning

confidence: 99%

Recent Drone Applications in Malaysia: An Overview

Gohari

Ahmad

Oloruntobi

2023

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.

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“…These four resolutions reveal significant variability in details and quality. The spatial resolution of imagery used in all selected documents was found to range between 0.05 m [54] and 250 m [36]. Figure 5 lists the sensors used, along with their frequencies and respective spatial resolution classes.…”

Section: Remote Sensing Datamentioning

confidence: 99%

“…Table 3 summarises the distribution of the reference data type and validation methods used for assessment purposes for all except six of the selected documents. These six documents did not disclose the reference data or validation method adopted in their research [54,57,[63][64][65]. Out of 68 documents, 55 documents (more than 80%) used ground data with/without other data for reference purposes.…”

Section: Accuracy Assessmentmentioning

confidence: 99%

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Application of Optical Remote Sensing in Rubber Plantations: A Systematic Review

et al. 2021

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Rubber (Hevea brasiliensis) is a tropical tree crop cultivated for the industrial production of latex. The trees are tall, perennial and long-lived, and are typically grown in plantations. In most rubber-producing countries, smallholders account for more than 85% of plantation area. Traditional practices mean that it can be difficult to monitor rubber plantations for management purposes. To overcome issues associated with monitoring traditional practices, remote sensing approaches have been successfully applied in this field. However, information on this is lacking. Therefore, this study aims to document the current status, history, development and prospects for remote sensing applications in rubber plantations by using the PRISMA framework. The review focuses on the application of optical remote sensing data in rubber. In this paper, we discuss the current role of remote sensing on specific subject areas, namely mapping, change detection, stand age estimation, carbon and biomass assessment, leaf area index (LAI) prediction and disease detection. In addition, we elaborate on the benefits gained and challenges faced while adapting this technology. These include the availability and free access to satellite imagery as the greatest benefit and the presence of clouds as one of the toughest challenges. Finally, we highlighted four potential areas where future work can be done: (1) Advancements in remote sensing data, (2) algorithm enhancements, (3) emerging processing platforms, and (4) application to less studied subject areas. This paper gives insight into strengthening the potential of remote sensing for delivering efficient and long-term services for rubber plantations.

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Sustainable bio-economy that delivers the environment–food–energy–water nexus objectives: The current status in Malaysia

Ghani

Salleh

Adam

et al. 2019

Food and Bioproducts Processing

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Biomass is a promising resource in Malaysia for energy, fuels, and high value-added products. However, regards to biomass value chains, the numerous restrictions and challenges related to the economic and environmental features must be considered. The major concerns regarding the enlargement of biomass plantation is that it requires large amounts of land and environmental resources such as water and soil that arises the danger of creating severe damages to the ecosystem (e.g. deforestation, water pollution, soil depletion etc.). Regarded concerns can be diminished when all aspects associated with palm biomass conversion and utilization linked with environment, food, energy and water (EFEW) nexus to meet the standard requirement and to consider the potential impact on the nexus as a whole. Therefore, it is crucial to understand the detail interactions between all the components in the nexus once intended to look for the best solution to exploit the great potential of biomass. This paper offers an overview regarding the present potential biomass availability for energy production, technology readiness, feasibility study on the techno-economic analyses of the biomass utilization and the impact of this nexus on value chains. The agro-biomass resources potential and land suitability for different crops has been overviewed using satellite imageries and the outcomes of the nexus interactions should be incorporated in developmental policies on biomass. The paper finally discussed an insight of digitization of the agriculture industry as future strategy to modernize agriculture in Malaysia. Hence, this paper provides holistic overview of biomass competitiveness for sustainable bio-economy in Malaysia.

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Determination of rubber-tree clones leaf diseases spectral using Unmanned Aerial Vehicle compact sensor

Cited by 6 publications

References 8 publications

Recent Drone Applications in Malaysia: An Overview

Recent Drone Applications in Malaysia: An Overview

Application of Optical Remote Sensing in Rubber Plantations: A Systematic Review

Sustainable bio-economy that delivers the environment–food–energy–water nexus objectives: The current status in Malaysia

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