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For the complex background of traditional radar image target detection methods is affected by multiple interferers, which leads to a low recognition rate of multi-target classification and a high false alarm rate. In this paper, the current hot research BM3D denoising method is introduced into radar image target detection. Firstly, the detection process of the BM3D algorithm is constructed, and the image pixels are reasonably clustered by denoising so that the image blocks in homogeneous regions have a high matching degree and those in non-homogeneous regions have a low matching degree. Secondly, the clustering recognition feature is used to limit the search range of similar blocks to homogeneous regions, to improve the denoising efficiency of the algorithm. Finally, the simulation results of this paper show that compared with previous algorithms, the BM3D detection method has significantly improved in both the subjective visual effect map and objective numerical indexes. For example, the image denoising quality is improved by about 0.716dB on average and up to 1.031dB, the image denoising time is shortened by about 19.962s on average, and the algorithm runs 1.211 times faster than the original algorithm. It is proved that the algorithm can improve denoising efficiency and reduce computational complexity while enhancing detailed information.

To remove heavy metals from wastewater, coal gasification slag (CGS) was prepared as an adsorbent. Five modified materials were created, including HF‐CGSC, KOH‐HCl‐CGS, and three KOH‐CGS variants with different mass ratios. The adsorption tests showed KOH‐CGS (0.25) had the best efficiency for Pb(II) and Cd(II) via spontaneous chemisorption. Kinetic, thermodynamic, and 13C NMR analyses indicated that adsorption involved pore adsorption, functional group coordination, and π‐π interactions. Competitive adsorption results showed minimal interaction between Pb and Cd. Leaching tests confirmed the process's environmental safety. This study suggests new approaches for using coal gasification slag in wastewater treatment. [ABSTRACT FROM AUTHOR]

Factsage is a robust thermodynamic calculation software that enables simulation and computation of complex multi-component and multi-phase system reactions. It has a variety of application fields such as metallurgy, energy, and environmental domains. This article elucidates the key functionalities of Factsage's diverse modules, including Equilib, Viscosity, EpH, Reaction, and Phase Diagram modules. Furthermore, it delineates the present usage and research progress of the software in the realms of air pollution, water pollution, and solid waste treatment. By predicting the thermodynamic properties of pollutants, their chemical reactions, and complex phase changes, Factsage provides a critical scientific foundation for environmental decision-making and optimization of waste treatment processes. It showed its greater contributions to environmental protection and sustainable development. [ABSTRACT FROM AUTHOR]

Objectives: To investigate the prognosis and quality of life for primary malignant maxillary sinus tumors. Methods: This was a retrospective analysis. 164 patients diagnosed with primary malignant maxillary sinus tumors between 2005 and 2018 were recruited. Patients were treated according to the pathological type and the lesion range. Prognostic differences of different pathological types, surgical resection methods, repair methods, treatment methods, and different local recurrence sites were analyzed. Survival analysis and prognostic factors analysis were performed. Results: Overall survival (OS) rate was 74.7% at 3 years, 60.5% at 5 years, and 45.8% at 10 years. Disease-free survival (DFS) rate was 67.2% at 3 years, 45.6% at 5 years, and 30.8% at 10 years. There was significant difference in OS rate among different pathological types (χ2 = 14.18, P < 0.05). The order of 5-year OS rate was as follows: malignant transformation of inverted Papilloma (77.7%) > adenoid cystic carcinoma (74.1%) > squamous cell carcinoma (48.4%) > sarcoma (22.1%). The order of disease-free survival was as follows: total maxillary resection > subtotal maxillary resection > endoscopic nasal tumor resection ≥enlarged maxillary resection, the 5-year DFS rate were 68.6%, 53.5%, 46.2%, and 42.9%, respectively. The OS of postoperative radiotherapy was significantly better than that of preoperative radiotherapy (χ2 = 7.16, P < 0.05). There was significant difference in OS between recurrent and non-recurrent patients (χ2 = 68.57, P < 0.05). Conclusions: The pathological type and the timing of radiotherapy are independent prognostic factors for primary malignant tumor of maxillary sinus. In addition, different local surgical resection methods are independent factors affecting the recurrence rate. [ABSTRACT FROM AUTHOR]