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- W4386324994 abstract "Remote sensing technology is vital for precision agriculture, aiding in early issue detection, resource management, and environmentally friendly practices. Recent advances in remote sensing technology and data processing have propelled unmanned aerial vehicles (UAVs) into valuable tools for obtaining detailed data on plant diseases with high spatial, temporal, and spectral resolution. Given the growing body of scholarly research centered on UAV-based disease detection, a comprehensive review and analysis of current studies becomes imperative to provide a panoramic view of evolving methodologies in plant disease monitoring and to strategically evaluate the potential and limitations of such strategies. This study undertakes a systematic quantitative literature review to summarize existing literature and discern current research trends in UAV-based applications for plant disease detection and monitoring. Results reveal a global disparity in research on the topic, with Asian countries being the top contributing countries (43 out of 103 papers). World regions such as Oceania and Africa exhibit comparatively lesser representation. To date, research has largely focused on diseases affecting wheat, sugar beet, potato, maize, and grapevine. Multispectral, reg-green-blue, and hyperspectral sensors were most often used to detect and identify disease symptoms, with current trends pointing to approaches integrating multiple sensors and the use of machine learning and deep learning techniques. Future research should prioritize (i) development of cost-effective and user-friendly UAVs, (ii) integration with emerging agricultural technologies, (iii) improved data acquisition and processing efficiency (iv) diverse testing scenarios, and (v) ethical considerations through proper regulations." @default.
- W4386324994 created "2023-09-01" @default.
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- W4386324994 date "2023-08-31" @default.
- W4386324994 modified "2023-09-30" @default.
- W4386324994 title "A Review on UAV-Based Applications for Plant Disease Detection and Monitoring" @default.
- W4386324994 cites W1966035399 @default.
- W4386324994 cites W1991879903 @default.
- W4386324994 cites W2002900430 @default.
- W4386324994 cites W2004732416 @default.
- W4386324994 cites W2010633042 @default.
- W4386324994 cites W2011507161 @default.
- W4386324994 cites W2012820235 @default.
- W4386324994 cites W2016087901 @default.
- W4386324994 cites W2056513814 @default.
- W4386324994 cites W2102478133 @default.
- W4386324994 cites W2103959917 @default.
- W4386324994 cites W2154515507 @default.
- W4386324994 cites W2156098321 @default.
- W4386324994 cites W2166326933 @default.
- W4386324994 cites W2277854822 @default.
- W4386324994 cites W2399092553 @default.
- W4386324994 cites W2598591505 @default.
- W4386324994 cites W2766020211 @default.
- W4386324994 cites W2767329619 @default.
- W4386324994 cites W2779026373 @default.
- W4386324994 cites W2789266805 @default.
- W4386324994 cites W2789421134 @default.
- W4386324994 cites W2800273734 @default.
- W4386324994 cites W2803872198 @default.
- W4386324994 cites W2808709127 @default.
- W4386324994 cites W2888431823 @default.
- W4386324994 cites W2889682228 @default.
- W4386324994 cites W2895994027 @default.
- W4386324994 cites W2896242594 @default.
- W4386324994 cites W2903526012 @default.
- W4386324994 cites W2904027073 @default.
- W4386324994 cites W2905175840 @default.
- W4386324994 cites W2911400664 @default.
- W4386324994 cites W2913255291 @default.
- W4386324994 cites W2913500366 @default.
- W4386324994 cites W2934746414 @default.
- W4386324994 cites W2940856955 @default.
- W4386324994 cites W2948667570 @default.
- W4386324994 cites W2951898785 @default.
- W4386324994 cites W2954187519 @default.
- W4386324994 cites W2958547020 @default.
- W4386324994 cites W2969896545 @default.
- W4386324994 cites W2977144840 @default.
- W4386324994 cites W2978267307 @default.
- W4386324994 cites W2981529822 @default.
- W4386324994 cites W2985562269 @default.
- W4386324994 cites W2988842639 @default.
- W4386324994 cites W2991429304 @default.
- W4386324994 cites W2991792334 @default.
- W4386324994 cites W2995051770 @default.
- W4386324994 cites W2996041315 @default.
- W4386324994 cites W2996062047 @default.
- W4386324994 cites W2996348887 @default.
- W4386324994 cites W2998159647 @default.
- W4386324994 cites W3010003004 @default.
- W4386324994 cites W3011127812 @default.
- W4386324994 cites W3011612089 @default.
- W4386324994 cites W3012400249 @default.
- W4386324994 cites W3019180681 @default.
- W4386324994 cites W3019576236 @default.
- W4386324994 cites W3022843305 @default.
- W4386324994 cites W3041377591 @default.
- W4386324994 cites W3046296339 @default.
- W4386324994 cites W3046824286 @default.
- W4386324994 cites W3047428650 @default.
- W4386324994 cites W3048734519 @default.
- W4386324994 cites W3049353669 @default.
- W4386324994 cites W3080231369 @default.
- W4386324994 cites W3081084433 @default.
- W4386324994 cites W3081362132 @default.
- W4386324994 cites W3081467271 @default.
- W4386324994 cites W3081976154 @default.
- W4386324994 cites W3083086122 @default.
- W4386324994 cites W3087613434 @default.
- W4386324994 cites W3102884643 @default.
- W4386324994 cites W3107505554 @default.
- W4386324994 cites W3120426666 @default.
- W4386324994 cites W3126306463 @default.
- W4386324994 cites W3128829940 @default.
- W4386324994 cites W3128847247 @default.
- W4386324994 cites W3132104078 @default.
- W4386324994 cites W3134827261 @default.
- W4386324994 cites W3146889079 @default.