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Object detection models and active learning for improvement of e-waste collection management systems in Korea.
Waste Manag
January 2025
Department of Industrial and Systems Engineering, Kyonggi University, Suwon, Republic of Korea. Electronic address:
This study identifies and analyzes issues within the management system of the waste home appliances free pickup service and seeks to enhance the system by using an object detection model. To overcome the limitations of manually inspecting approximately 5,000 collections per day, the YOLOv8 model was implemented. Photos for proof of collection, which were difficult to verify visually, were excluded from the image data.
View Article and Find Full Text PDFNewly isolated bacterium and arbuscular mycorrhizal fungus effectively reduce the root cadmium concentration and increase the root biomass of Ophiopogon japonicus.
J Hazard Mater
January 2025
School of Environment and Resource, Southwest University of Science and Technology, Mianyang, Sichuan 621010, China; Key Laboratory of Solid Waste Treatment and Resource Recycle, Southwest University of Science and Technology, Mianyang 621010, China. Electronic address:
Soil cadmium (Cd) contamination is one of the major challenges in food production. This has led to above-maximum threshold accumulation of Cd in O. japonicus roots.
View Article and Find Full Text PDFHighly efficient recovery of cobalt-ion containing waste deep eutectic electrolytes: a sustainable solvent extraction approach.
ChemSusChem
January 2025
Kunming University of Science and Technology, Faculty of Metallurgical and Energy Engineering, No. 68 Wenchang Road, 121 Street, 650093, Kunming, CHINA.
Efficient recovery of metals from secondary resources is essential to address resource shortages and environmental crises. The development of a cheap, environmentally friendly, and highly efficient recovery pathway is essential for resource retrieval. In this study, we propose a high-efficiency extraction approach utilizing bis(2,4,4-trimethylpentyl) phosphonic acid (Cyanex272) to recover cobalt from waste choline chloride/ethylene glycol (Ethaline) electrolyte containing Co(II) ions.
View Article and Find Full Text PDFInfluence of elevated temperature exposure on the residual compressive strength and radiation shielding efficiency of ordinary concrete incorporating granodiorite and ceramic powders.
Sci Rep
January 2025
Physics Department, Faculty of Science, Fayoum University, Fayoum, Egypt.
This research investigates the potential of utilizing types of construction waste as partial cement replacements within concrete formulations. Notably, granodiorite and ceramic powders were introduced at varying substitution ratios. The impact of these waste materials on the compressive strength and radiation shielding effectiveness of traditional concrete was evaluated under both ambient and elevated temperature conditions.
View Article and Find Full Text PDFAntibiotic resistance gene pollution in poultry farming environments and approaches for mitigation: A system review.
Poult Sci
January 2025
College of Biology and Agriculture, Shaoguan University, Guangdong Provincial Key Laboratory of Utilization and Conservation of Food and Medicinal Resources in Northern Region, Shaoguan, 512005, Guangdong, PR China. Electronic address:
Antibiotic resistance genes (ARG) pollution in poultry farming environments has become increasingly critical, primarily driven by the widespread use of antibiotics in animal husbandry. Prolonged antibiotic use has led to the emergence of ARGs and antibiotic-resistant bacteria, spreading via horizontal and vertical gene transfer. The complexity of ARG pollution in poultry farming arises from the unique farming practices, physiological characteristics of poultry, and manure management methods, with manure, wastewater, and air serving as significant vectors for ARG dissemination.
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