Remote Sensing for Agriculture in the Era of Industry 5.0—A Survey
Agriculture can be regarded as the backbone of human civilization. As technology evolved, the synergy between agriculture and remote sensing has brought about a paradigm shift, thereby entirely revolutionizing the traditional agricultural practices. Nevertheless, the adoption of remote sensing techn...
| Main Authors: | , , , , , , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10449350/ |
| _version_ | 1797243371293507584 |
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| author | Nancy Victor Praveen Kumar Reddy Maddikunta Delphin Raj Kesari Mary Ramalingam Murugan Rajeswari Chengoden Thippa Reddy Gadekallu Nitin Rakesh Yaodong Zhu Jeongyeup Paek |
| author_facet | Nancy Victor Praveen Kumar Reddy Maddikunta Delphin Raj Kesari Mary Ramalingam Murugan Rajeswari Chengoden Thippa Reddy Gadekallu Nitin Rakesh Yaodong Zhu Jeongyeup Paek |
| author_sort | Nancy Victor |
| collection | DOAJ |
| description | Agriculture can be regarded as the backbone of human civilization. As technology evolved, the synergy between agriculture and remote sensing has brought about a paradigm shift, thereby entirely revolutionizing the traditional agricultural practices. Nevertheless, the adoption of remote sensing technologies in agriculture faces various challenges in terms of limited spatial and temporal coverage, high cloud cover, low data quality, etc. Industry 5.0 (I5.0) marks a new era in the industrial revolution, where humans and machines collaborate closely, leveraging their distinct capabilities, thereby enhancing the decision-making capabilities, sustainability, and resilience. This article provides a comprehensive survey of remote sensing technologies and related aspects in dealing with the various agricultural practices in the I5.0 era. We also elaborately discuss the various applications pertaining to I5.0-enabled remote sensing for agriculture. Finally, we discuss several challenges and issues related to the integration of I5.0 technologies in agricultural remote sensing. This comprehensive survey on remote sensing for agriculture in the I5.0 era offers valuable insights into the current state, challenges, and potential advancements in the integration of remote sensing technologies and I5.0 principles in agriculture, thus paving the way for future research, development, and implementation strategies in this domain. |
| first_indexed | 2024-04-24T18:54:03Z |
| format | Article |
| id | doaj.art-858748d50f594b1c81ffb634c1025ba4 |
| institution | Directory Open Access Journal |
| issn | 2151-1535 |
| language | English |
| last_indexed | 2024-04-24T18:54:03Z |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
| spelling | doaj.art-858748d50f594b1c81ffb634c1025ba42024-03-26T17:45:37ZengIEEEIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2151-15352024-01-01175920594510.1109/JSTARS.2024.337050810449350Remote Sensing for Agriculture in the Era of Industry 5.0—A SurveyNancy Victor0https://orcid.org/0000-0002-0640-5768Praveen Kumar Reddy Maddikunta1https://orcid.org/0000-0003-4209-2495Delphin Raj Kesari Mary2https://orcid.org/0000-0002-8989-7090Ramalingam Murugan3https://orcid.org/0000-0001-7770-8566Rajeswari Chengoden4https://orcid.org/0000-0001-6536-8402Thippa Reddy Gadekallu5https://orcid.org/0000-0003-0097-801XNitin Rakesh6https://orcid.org/0000-0002-1343-5244Yaodong Zhu7https://orcid.org/0000-0003-4911-5522Jeongyeup Paek8https://orcid.org/0000-0003-4911-5522School of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Vellore, IndiaSchool of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Vellore, IndiaDepartment of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of KoreaSchool of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Vellore, IndiaSchool of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Vellore, IndiaDivision of Research and Development, Lovely Professional University, Phagwara, IndiaSymbiosis Institute of Technology, Nagpur Campus, Symbiosis International (Deemed University), Pune, IndiaSchool of Information Science and Engineering, Jiaxing University, Jiaxing, ChinaDepartment of Computer Science and Engineering, Chung-Ang University, Seoul, Republic of KoreaAgriculture can be regarded as the backbone of human civilization. As technology evolved, the synergy between agriculture and remote sensing has brought about a paradigm shift, thereby entirely revolutionizing the traditional agricultural practices. Nevertheless, the adoption of remote sensing technologies in agriculture faces various challenges in terms of limited spatial and temporal coverage, high cloud cover, low data quality, etc. Industry 5.0 (I5.0) marks a new era in the industrial revolution, where humans and machines collaborate closely, leveraging their distinct capabilities, thereby enhancing the decision-making capabilities, sustainability, and resilience. This article provides a comprehensive survey of remote sensing technologies and related aspects in dealing with the various agricultural practices in the I5.0 era. We also elaborately discuss the various applications pertaining to I5.0-enabled remote sensing for agriculture. Finally, we discuss several challenges and issues related to the integration of I5.0 technologies in agricultural remote sensing. This comprehensive survey on remote sensing for agriculture in the I5.0 era offers valuable insights into the current state, challenges, and potential advancements in the integration of remote sensing technologies and I5.0 principles in agriculture, thus paving the way for future research, development, and implementation strategies in this domain.https://ieeexplore.ieee.org/document/10449350/AgricultureautomationIndustry 5.0 (I5.0)Internet of Things (IoT)precision agricultureremote sensing |
| spellingShingle | Nancy Victor Praveen Kumar Reddy Maddikunta Delphin Raj Kesari Mary Ramalingam Murugan Rajeswari Chengoden Thippa Reddy Gadekallu Nitin Rakesh Yaodong Zhu Jeongyeup Paek Remote Sensing for Agriculture in the Era of Industry 5.0—A Survey IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Agriculture automation Industry 5.0 (I5.0) Internet of Things (IoT) precision agriculture remote sensing |
| title | Remote Sensing for Agriculture in the Era of Industry 5.0—A Survey |
| title_full | Remote Sensing for Agriculture in the Era of Industry 5.0—A Survey |
| title_fullStr | Remote Sensing for Agriculture in the Era of Industry 5.0—A Survey |
| title_full_unstemmed | Remote Sensing for Agriculture in the Era of Industry 5.0—A Survey |
| title_short | Remote Sensing for Agriculture in the Era of Industry 5.0—A Survey |
| title_sort | remote sensing for agriculture in the era of industry 5 0 x2014 a survey |
| topic | Agriculture automation Industry 5.0 (I5.0) Internet of Things (IoT) precision agriculture remote sensing |
| url | https://ieeexplore.ieee.org/document/10449350/ |
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