Submitted:
19 January 2023
Posted:
19 January 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
1.1. Objectives
1.2. Adopted Approach
1.3. Materials
1.4. Paper Flowchart
2. Discussions
2.1. Plastic Contamination in the Pre-Sowing, Pre-Harvesting, and Harvesting Phases
2.1.1. Pre-Sowing and Pre-Harvesting Phases
2.1.2. Harvesting and Post-Harvesting Handling Phases
2.2. Plastic Contamination in the Ginning Phase
2.2.1. Ginning Phase
2.3. Contamination at the Textile Mills
2.3.1. Handling at Textile Mills
2.4. Plastic Mitigation Efforts: Pre-Planting, Pre-Harvesting, and Harvesting Phases
2.5. Plastic Mitigation Efforts: Ginning Phase
2.6. Plastic Mitigation Efforts: Textile Mills
2.7. Plastic Mitigation Efforts, Application Regions, Advantages, and Limitations: Summary
3. Conclusions
4. Summary
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A

References
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| Plastic Mitigation Effort | Regions/Areas of Current Application | Advantages | Limitations/Challenges |
|---|---|---|---|
| Growers’ education and sensitization. | US [78-80], Australia [32]. | ● Targets educating the first responders to the challenge. ● Hence, has the potential to mitigate the issue if growers adopt messages. |
● No enforceable regulations and growers are at will to adopt/implement recommendations or not. |
| Introduction of new bale classing contamination code for plastic. | US [85]. | ● Distinguishes plastics contaminants from others. ● Stimulates a sense of responsibility in growers and ginners to mitigate plastic contamination prevention efforts by the grower. |
● Plastic is not uniformly distributed in bales; thus, the classing samples may not truly reflect the actual contamination level in bulk bales. |
| Manufacturers’ inclusion of cutting zone indicator on round module wrap. | US, Israel, Australia, and Brazil. | ● Minimizes the risk of plastic contamination initiation at the cotton gin. | ● Effectiveness depends on the adherence of gin crews to the manufacturer’s recommendations. ● Applicable to round modules only. |
| USDA’s plastic detection -ejection system. | US [33]. | ● Detects and removes small plastic pieces in the ginning process before they end in lint bales. ● Uses cheap solenoid valves and air which is readily available at all commercial gins. |
● Detects plastic a little too further down the ginning line. ● Requires some technical skills to install and maintain in the long run. |
| Pre-sowing and pre-harvesting UAV inspection of cotton fields. | USA [82], China [41] (still largely experimental). | ● Suitable for inspecting large-size farms within a short duration with minimal labor cost. ● Provides advance information about the locations of plastics for easy retrieval. |
● Requires high capital outlay and drone license to implement. ● Requires medium- to high-skilled labor to effectively operate the UAVs and process the collected data. ● Mostly weather-dependent and usage need to be well-timed to get useful data [41]. |
| USDA’s module feeder inspector system. | Mainly US [22,73,87] | ● Detects plastics even further up the ginning line before they break into smaller fragments that contaminate thousands of bales. ● Can display or communicate detected plastic locations for manual retrieval or deployment of other removal mechanisms. |
● Only signals the detection of plastic without removing them. ● Requires a dedicated human inspector to view the display and confirm the presence of plastic for further action. ● Performance depends on lighting conditions in the gin/module feeder. ● Need to improve the detection algorithm to minimize false positive plastic detections for different plastic types and colors. |
| Brush-based plastic removal system | US [3] (still largely experimental). | ● Uses a tested/validated plastic sensing/detection method (USDA’s feeder inspector). ● Ensures detection and removal of plastics at the onset of ginning before they pervade the ginning lines. Current optimized plastic removal efficiency is in the range of 85–90%. |
● Detects plastic a little too further down the ginning line. ● Requires some technical skills to install and maintain in the long run. |
| ● Conceived and designed to be fully autonomous, minimizing human intervention [3]. | |||
| Use of biodegradable films. | Australia [46], US, and China. | ● Eliminates a major source of plastic contamination from the cotton fields. | Still relatively expensive compared to conventional PE mulch films. |
| Foreign matter detector and remover in textile mills (sorting machines and yarn clearers) | Asia—China, Bangladesh, India [92,97], Europe. | ● Leverage sensor fusion, relying on different types of sensors to detect foreign matter, in most cases. ● Largely efficient with over 80% efficiency reported in some cases [98]. |
● The efficiency of the capacitive-type systems is sensitive to fiber moisture/humidity. ● Most are designed for generic contaminants, not specifically for handling plastic contamination. ● Largely capital-intensive and require significant maintenance costs, making them suitable for big textile mills only [32]. ● Still incapable of removing some types of plastics and contaminants and the average efficiency is only 60–75% [32]. |
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