Mapping and monitoring of weeds using unmanned aircraft systems and remote sensing
Effective weed management relies on frequent field monitoring, which is difficult to perform in vast areas. Integrating red-green-blue, thermal, hyperspectral, and multispectral sensors with unmanned aircraft systems and artificial intelligence ensures better results in managing the weed menace. Sin...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Czech Academy of Agricultural Sciences
2025-01-01
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| Series: | Plant Protection Science |
| Subjects: | |
| Online Access: | https://pps.agriculturejournals.cz/artkey/pps-202501-0003_mapping-and-monitoring-of-weeds-using-unmanned-aircraft-systems-and-remote-sensing.php |
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| _version_ | 1841526620042559488 |
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| author | A. Pon Arasan S. Radhamani S. Pazhanivelan R. Kavitha R. Raja R. Kumaraperumal |
| author_facet | A. Pon Arasan S. Radhamani S. Pazhanivelan R. Kavitha R. Raja R. Kumaraperumal |
| author_sort | A. Pon Arasan |
| collection | DOAJ |
| description | Effective weed management relies on frequent field monitoring, which is difficult to perform in vast areas. Integrating red-green-blue, thermal, hyperspectral, and multispectral sensors with unmanned aircraft systems and artificial intelligence ensures better results in managing the weed menace. Since India depends largely on agriculture, it is still a long way from implementing more advanced weed management methods. Mapping and surveillance of weeds in croplands by employing remote sensing will lead to varied herbicide application rates, thus reducing its overuse. This study reviews the practical application of remote sensing methods and unmanned aircraft systems in weed mapping |
| format | Article |
| id | doaj-art-0629794912524231ae1f14c4cd04bf47 |
| institution | Kabale University |
| issn | 1212-2580 1805-9341 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Czech Academy of Agricultural Sciences |
| record_format | Article |
| series | Plant Protection Science |
| spelling | doaj-art-0629794912524231ae1f14c4cd04bf472025-01-16T13:05:47ZengCzech Academy of Agricultural SciencesPlant Protection Science1212-25801805-93412025-01-01611445510.17221/74/2024-PPSpps-202501-0003Mapping and monitoring of weeds using unmanned aircraft systems and remote sensingA. Pon Arasan0S. RadhamaniS. Pazhanivelan1R. Kavitha2R. Raja3R. KumaraperumalCentre for Water and Geospatial Studies, Tamil Nadu Agricultural University, Coimbatore, IndiaDepartment of Farm Machinery and Power Engineering, Tamil Nadu Agricultural University, Coimbatore, IndiaICAR - Central Institute for Cotton Research - Regional Station, Coimbatore, IndiaDepartment of Remote Sensing and GIS, Tamil Nadu Agricultural University, Coimbatore, IndiaEffective weed management relies on frequent field monitoring, which is difficult to perform in vast areas. Integrating red-green-blue, thermal, hyperspectral, and multispectral sensors with unmanned aircraft systems and artificial intelligence ensures better results in managing the weed menace. Since India depends largely on agriculture, it is still a long way from implementing more advanced weed management methods. Mapping and surveillance of weeds in croplands by employing remote sensing will lead to varied herbicide application rates, thus reducing its overuse. This study reviews the practical application of remote sensing methods and unmanned aircraft systems in weed mappinghttps://pps.agriculturejournals.cz/artkey/pps-202501-0003_mapping-and-monitoring-of-weeds-using-unmanned-aircraft-systems-and-remote-sensing.phpuasweed mappingartificial intelligenceremote sensing sensors |
| spellingShingle | A. Pon Arasan S. Radhamani S. Pazhanivelan R. Kavitha R. Raja R. Kumaraperumal Mapping and monitoring of weeds using unmanned aircraft systems and remote sensing Plant Protection Science uas weed mapping artificial intelligence remote sensing sensors |
| title | Mapping and monitoring of weeds using unmanned aircraft systems and remote sensing |
| title_full | Mapping and monitoring of weeds using unmanned aircraft systems and remote sensing |
| title_fullStr | Mapping and monitoring of weeds using unmanned aircraft systems and remote sensing |
| title_full_unstemmed | Mapping and monitoring of weeds using unmanned aircraft systems and remote sensing |
| title_short | Mapping and monitoring of weeds using unmanned aircraft systems and remote sensing |
| title_sort | mapping and monitoring of weeds using unmanned aircraft systems and remote sensing |
| topic | uas weed mapping artificial intelligence remote sensing sensors |
| url | https://pps.agriculturejournals.cz/artkey/pps-202501-0003_mapping-and-monitoring-of-weeds-using-unmanned-aircraft-systems-and-remote-sensing.php |
| work_keys_str_mv | AT aponarasan mappingandmonitoringofweedsusingunmannedaircraftsystemsandremotesensing AT sradhamani mappingandmonitoringofweedsusingunmannedaircraftsystemsandremotesensing AT spazhanivelan mappingandmonitoringofweedsusingunmannedaircraftsystemsandremotesensing AT rkavitha mappingandmonitoringofweedsusingunmannedaircraftsystemsandremotesensing AT rraja mappingandmonitoringofweedsusingunmannedaircraftsystemsandremotesensing AT rkumaraperumal mappingandmonitoringofweedsusingunmannedaircraftsystemsandremotesensing |