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| DOI: | 10.1016/bs.agron.2019.08.004 |
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| Web URL(s): | https://www-sciencedirect-com.proxy1.cl.msu.edu/science/article/pii/S0065211319300914#bi0010
Last checked: 11/23/2020
Access conditions: Item is within a limited-access website
https://www-sciencedirect-com.proxy1.cl.msu.edu/science/article/pii/S0065211319300914/pdfft?md5=fe277ab2b04e48bb2aa80c7f77e65ecd&pid=1-s2.0-S0065211319300914-main.pdf
Last checked: 11/23/2020
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| Publication Type:
| Refereed |
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| Author(s): | Singh, Vijay;
Rana, Aman;
Bishop, Michael;
Filippi, Anthony M.;
Cope, Dale;
Rajan, Nithya;
Bagavathiannan, Muthukumar |
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| Author Affiliation: | Singh, Rana, Rajan and Bagavathiannan: Department of Soil and Crop Sciences, Texas A&M University, College Station, TX; Bishop and Filippi: Department of Geography, Texas A&M University, College Station, TX; Cope: Department of Mechanical Engineering, Texas A&M University, College Station, TX |
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| Title: | Unmanned aircraft systems for precision weed detection and management: Prospects and challenges |
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| Source: | Advances in Agronomy. Vol. 159, 2020, p. 93-134. |
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| Publishing Information: | New York, New York: Academic Press |
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| # of Pages: | 42 |
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| Related Web URL: | https://www.researchgate.net/publication/338537895_Unmanned_aircraft_systems_for_precision_weed_detection_and_management_Prospects_and_challenges
Last checked: 11/23/2020
Notes: Abstract only |
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| Keywords: | Author-Supplied Keywords: Site-specific weed management; Weed scouting and monitoring; Remote sensing; Spectral reflectance; Sensors; UAVs
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| Abstract/Contents: | "Modern precision weed management relies on site-specific management tactics to maximize resource use efficiency and yield, while reducing unintended environmental impacts caused by herbicides. Scouting for weeds is an important activity to assist weed management decision making, and has been carried out by trained specialists through extensive and routine visual examination of the fields. Recent advancements in Unmanned Aircraft Systems (UAS)-based tools and geospatial information technology have created enormous applications for efficient and economical assessment of weed infestations as well as site-specific weed management. The utilization of UAS-based technologies for weed management applications is currently in its infancy, but this field has witnessed rapid growth in recent times in terms of aerial data acquisition and analysis. Challenges exist in UAS platform reliability, sensor capability and integration, image pre-processing, quantitative assessment and prediction, final product development, and product delivery. This review summarizes current knowledge on the utility of UAS platforms and remote sensing tools for weed scouting and precision weed management. Further, it critically examines potential opportunities and limitations to current UAS technologies, with particular emphasis on the lessons learned from UAS-based weed management research conducted at Texas A&M University." |
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| Language: | English |
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| References: | 170 |
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| Note: | Diagrams
Aerial imagery
Pictures, color
Figures
Tables |
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| ASA/CSSA/SSSA Citation (Crop Science-Like - may be incomplete):
Singh, V., A. Rana, M. Bishop, A. M. Filippi, D. Cope, N. Rajan, et al. 2020. Unmanned aircraft systems for precision weed detection and management: Prospects and challenges. Adv. Agron. 159:p. 93-134. |
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| DOI: 10.1016/bs.agron.2019.08.004 |
| Web URL(s):
https://www-sciencedirect-com.proxy1.cl.msu.edu/science/article/pii/S0065211319300914#bi0010
Last checked: 11/23/2020
Access conditions: Item is within a limited-access website
https://www-sciencedirect-com.proxy1.cl.msu.edu/science/article/pii/S0065211319300914/pdfft?md5=fe277ab2b04e48bb2aa80c7f77e65ecd&pid=1-s2.0-S0065211319300914-main.pdf
Last checked: 11/23/2020
Requires: PDF Reader
Access conditions: Item is within a limited-access website |
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