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Recently, with the emergence of many image editing tools (photoshop, Topaz studio, etc.), the authenticity of images has been severely challenged. However, the performance of some existing traditional feature extraction methods and detection methods based on convolutional neural network (CNN) is poor, and the information provided by the features extracted from the network is limited and single. In this paper, an end-to-end ringed residual U-Net is proposed to detect image splicing forgery by blending features of non-natural regions. Some regions with significant differences from the image background are defined as non-natural regions(such as the irregular border at the splicing of images). In this paper, a feature enhancement module for non-natural regions is constructed, which the image through the pooling of four different scales, and these features are then combined with the original image and input to the backbone network for processing, aiming to highlight regions of the image that differ significantly from the background. Therefore, after adding the feature enhancement module for non-natural regions to the end-to-end ring residual U-Net, more attention will be paid to the tampering regions in the feature extraction stage, image manipulation detection and localization will also become more accurate. Compared with some mainstream methods, this method achieves better performance on the three standard datasets(CASIA2.0, NIST2016, COLUMBIA). In addition, it has excellent robustness under JPEG compression attack and noise corruption attack. [ABSTRACT FROM AUTHOR]

This paper addresses the energy efficiency issue in household appliances, which has led to the establishment of policies at a global level in favor of setting minimum energy performance standards (MEPS), which guarantee end users are able to select more efficient equipment. The countries of the United States, Brazil, Mexico, Chile, and the Community of the European Union were taken as references to review their policies and implementation strategies, in order to be compared with the Colombian panorama (at the market, technical and political levels). This allows the establishment of common aspects and differences related to the determination of energy consumption, adjusted volume, and formalization of efficiency ranges, and in the specific case of domestic refrigeration. Managing to distinguish the most relevant aspects for the successful adoption of these policies in Colombia. It is evident that the implementation of these guidelines has a positive impact on the market of the countries and communities of reference. Similarly, the MEPS are shown as a mechanism to regulate energy consumption in the residential sector. [ABSTRACT FROM AUTHOR]

Introduction: Implementation of evidence-based care for heavy drinking and depression remains low in global health systems. We tested the impact of providing community support, training, and clinical packages of varied intensity on depression screening and management for heavy drinking patients in Latin American primary healthcare. Materials and methods: Quasi-experimental study involving 58 primary healthcare units in Colombia, Mexico and Peru randomized to receive: (1) usual care (control); (2) training using a brief clinical package; (3) community support plus training using a brief clinical package; (4) community support plus training using a standard clinical package. Outcomes were proportion of: (1) heavy drinking patients screened for depression; (2) screen-positive patients receiving appropriate support; (3) all consulting patients screened for depression, irrespective of drinking status. Results: 550/615 identified heavy drinkers were screened for depression (89.4%). 147/230 patients screening positive for depression received appropriate support (64%). Amongst identified heavy drinkers, adjusting for country, sex, age and provider profession, provision of community support and training had no impact on depression activity rates. Intensity of clinical package also did not affect delivery rates, with comparable performance for brief and standard versions. However, amongst all consulting patients, training providers resulted in significantly higher rates of alcohol measurement and in turn higher depression screening rates; 2.7 times higher compared to those not trained. Conclusions: Training using a brief clinical package increased depression screening rates in Latin American primary healthcare. It is not possible to determine the effectiveness of community support on depression activity rates due to the impact of COVID-19. [ABSTRACT FROM AUTHOR]

We compared leadership practices between a group composed of 101 Colombian managers and another group composed of 121 Mexican managers. We distributed the Leadership Practices Inventory (Kouzes and Posner, 2002) to evaluate their type of leadership. The results showed that, although Colombian managers report higher scores in every practice, the pattern looks similar in both groups. The practice receiving a lower score in both groups was To Inspire while the practice with the highest score was To Model the Way, both of them related to transformational leadership. The only practices that showed significant differences between the two groups were To Model the Way, for the transformational leadership style, and To Encourage the Heart, for the transactional leadership style. We conclude that both Colombian and Mexican managers possess a similar pattern with small differences in frequency between them. [ABSTRACT FROM AUTHOR]

n recent years the Colombian potable water and sewer service sector has experienced strong changes promoted by the regulating body (Comisión de Regulación de Agua Potable y Saneamiento Básico [Potable Water and Sewer System Regulation Commission]). In that sense, the regulating body has initiated a new rate structure that currently governs the sector, based on the comparative efficiency of the performance of the sector companies. Data envelop analysis (DEA) is one of the fundamental components in the model. The authors highlight that, although this methodology has been extensively used for energy regulation, its use is still very limited in the waterworks sector. This article, a product of joint research conducted by Universidad Técnica de Lisboa and Pontificia Universidad Javeriana de Cali, presents and discusses the comparative efficiency model adopted in Colombia and concludes that, in spite of some problems whose solutions are suggested herein, this is an important step towards quality and excellence for the Colombian water sector. [ABSTRACT FROM AUTHOR]

The building sector is a significant source of GHG emissions and has great potential for emission reductions. The effectiveness of building energy codes on energy savings and emission mitigation is of a primary concern to policy makers, but uncertainty in cost and benefit in different regions complicates code selection and implementation. The impacts of a specific building energy standard vary depending on the heating system's thermal efficiency and the heating fuel's carbon intensity. This paper examines the GHG emissions due to space heating for new construction single-detached households in Canada under different building energy codes and enforcement scenarios. The two codes considered are the BC step code and Passive House criteria. Three scenarios are examined reflecting different levels of stringency of standards between 2020 and 2032. The results show both BC step code and passive house criteria can help mitigate the space heating GHG emissions. There is no significant difference between the BC step code and the passive house criteria from the perspective of GHG emission reduction in the province of British Columbia; however, when implemented nationwide, the passive house criteria is 12% more effective in abating space heating GHG emissions than the most stringent level (i.e. Step 5) of BC step code. • Passive House criteria are more effective in reducing the space heating GHG emissions than BC Step Code does in Canada. • BC Step Code and Passive House criteria can save space heating GHG emissions of new single-houses by 77% and 89%, respectively. • Building performance standards are less impactful in regions where fuel carbon intensity is low. • No notable difference is found between BC Step Code and Passive House criteria in GHG emission reduction per unit area in BC. [ABSTRACT FROM AUTHOR]