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1. Decoding Visual Sentiment of Political Imagery

Author

Gasparyan, Olga and Sirotkina, Elena

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

How can we define visual sentiment when viewers systematically disagree on their perspectives? This study introduces a novel approach to visual sentiment analysis by integrating attitudinal differences into visual sentiment classification. Recognizing that societal divides, such as partisan differences, heavily influence sentiment labeling, we developed a dataset that reflects these divides. We then trained a deep learning multi-task multi-class model to predict visual sentiment from different ideological viewpoints. Applied to immigration-related images, our approach captures perspectives from both Democrats and Republicans. By incorporating diverse perspectives into the labeling and model training process, our strategy addresses the limitation of label ambiguity and demonstrates improved accuracy in visual sentiment predictions. Overall, our study advocates for a paradigm shift in decoding visual sentiment toward creating classifiers that more accurately reflect the sentiments generated by humans.

Published
2024

2. The 2024 Europe report of the Lancet Countdown on health and climate change: unprecedented warming demands unprecedented action

Author

van Daalen, Kim R, primary, Tonne, Cathryn, additional, Semenza, Jan C, additional, Rocklöv, Joacim, additional, Markandya, Anil, additional, Dasandi, Niheer, additional, Jankin, Slava, additional, Achebak, Hicham, additional, Ballester, Joan, additional, Bechara, Hannah, additional, Beck, Thessa M, additional, Callaghan, Max W, additional, Carvalho, Bruno M, additional, Chambers, Jonathan, additional, Pradas, Marta Cirah, additional, Courtenay, Orin, additional, Dasgupta, Shouro, additional, Eckelman, Matthew J, additional, Farooq, Zia, additional, Fransson, Peter, additional, Gallo, Elisa, additional, Gasparyan, Olga, additional, Gonzalez-Reviriego, Nube, additional, Hamilton, Ian, additional, Hänninen, Risto, additional, Hatfield, Charles, additional, He, Kehan, additional, Kazmierczak, Aleksandra, additional, Kendrovski, Vladimir, additional, Kennard, Harry, additional, Kiesewetter, Gregor, additional, Kouznetsov, Rostislav, additional, Kriit, Hedi Katre, additional, Llabrés-Brustenga, Alba, additional, Lloyd, Simon J, additional, Batista, Martín Lotto, additional, Maia, Carla, additional, Martinez-Urtaza, Jaime, additional, Mi, Zhifu, additional, Milà, Carles, additional, Minx, Jan C, additional, Nieuwenhuijsen, Mark, additional, Palamarchuk, Julia, additional, Pantera, Dafni Kalatzi, additional, Quijal-Zamorano, Marcos, additional, Rafaj, Peter, additional, Robinson, Elizabeth J Z, additional, Sánchez-Valdivia, Nacho, additional, Scamman, Daniel, additional, Schmoll, Oliver, additional, Sewe, Maquins Odhiambo, additional, Sherman, Jodi D, additional, Singh, Pratik, additional, Sirotkina, Elena, additional, Sjödin, Henrik, additional, Sofiev, Mikhail, additional, Solaraju-Murali, Balakrishnan, additional, Springmann, Marco, additional, Treskova, Marina, additional, Triñanes, Joaquin, additional, Vanuytrecht, Eline, additional, Wagner, Fabian, additional, Walawender, Maria, additional, Warnecke, Laura, additional, Zhang, Ran, additional, Romanello, Marina, additional, Antò, Josep M, additional, Nilsson, Maria, additional, and Lowe, Rachel, additional

Published
2024
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3. The 2024 Europe report of the lancet countdown on health and climate change : unprecedented warming demands unprecedented action

Author

van Daalen, Kim R., Tonne, Cathryn, Semenza, Jan C., Rocklöv, Joacim, Markandya, Anil, Dasandi, Niheer, Jankin, Slava, Achebak, Hicham, Ballester, Joan, Bechara, Hannah, Beck, Thessa M., Callaghan, Max W., Carvalho, Bruno M., Chambers, Jonathan, Pradas, Marta Cirah, Courtenay, Orin, Dasgupta, Shouro, Eckelman, Matthew J., Farooq, Zia, Fransson, Peter, Gallo, Elisa, Gasparyan, Olga, Gonzalez-Reviriego, Nube, Hamilton, Ian, Hänninen, Risto, Hatfield, Charles, He, Kehan, Kazmierczak, Aleksandra, Kendrovski, Vladimir, Kennard, Harry, Kiesewetter, Gregor, Kouznetsov, Rostislav, Kriit, Hedi Katre, Llabrés-Brustenga, Alba, Lloyd, Simon J., Batista, Martín Lotto, Maia, Carla, Martinez-Urtaza, Jaime, Mi, Zhifu, Milà, Carles, Minx, Jan C., Nieuwenhuijsen, Mark, Palamarchuk, Julia, Pantera, Dafni Kalatzi, Quijal-Zamorano, Marcos, Rafaj, Peter, Robinson, Elizabeth J. Z., Sánchez-Valdivia, Nacho, Scamman, Daniel, Schmoll, Oliver, Sewe, Maquins Odhiambo, Sherman, Jodi D., Singh, Pratik, Sirotkina, Elena, Sjödin, Henrik, Sofiev, Mikhail, Solaraju-Murali, Balakrishnan, Springmann, Marco, Treskova, Marina, Triñanes, Joaquin, Vanuytrecht, Eline, Wagner, Fabian, Walawender, Maria, Warnecke, Laura, Zhang, Ran, Romanello, Marina, Antò, Josep M., Nilsson, Maria, Lowe, Rachel, van Daalen, Kim R., Tonne, Cathryn, Semenza, Jan C., Rocklöv, Joacim, Markandya, Anil, Dasandi, Niheer, Jankin, Slava, Achebak, Hicham, Ballester, Joan, Bechara, Hannah, Beck, Thessa M., Callaghan, Max W., Carvalho, Bruno M., Chambers, Jonathan, Pradas, Marta Cirah, Courtenay, Orin, Dasgupta, Shouro, Eckelman, Matthew J., Farooq, Zia, Fransson, Peter, Gallo, Elisa, Gasparyan, Olga, Gonzalez-Reviriego, Nube, Hamilton, Ian, Hänninen, Risto, Hatfield, Charles, He, Kehan, Kazmierczak, Aleksandra, Kendrovski, Vladimir, Kennard, Harry, Kiesewetter, Gregor, Kouznetsov, Rostislav, Kriit, Hedi Katre, Llabrés-Brustenga, Alba, Lloyd, Simon J., Batista, Martín Lotto, Maia, Carla, Martinez-Urtaza, Jaime, Mi, Zhifu, Milà, Carles, Minx, Jan C., Nieuwenhuijsen, Mark, Palamarchuk, Julia, Pantera, Dafni Kalatzi, Quijal-Zamorano, Marcos, Rafaj, Peter, Robinson, Elizabeth J. Z., Sánchez-Valdivia, Nacho, Scamman, Daniel, Schmoll, Oliver, Sewe, Maquins Odhiambo, Sherman, Jodi D., Singh, Pratik, Sirotkina, Elena, Sjödin, Henrik, Sofiev, Mikhail, Solaraju-Murali, Balakrishnan, Springmann, Marco, Treskova, Marina, Triñanes, Joaquin, Vanuytrecht, Eline, Wagner, Fabian, Walawender, Maria, Warnecke, Laura, Zhang, Ran, Romanello, Marina, Antò, Josep M., Nilsson, Maria, and Lowe, Rachel

Abstract

Record-breaking temperatures were recorded across the globe in 2023. Without climate action, adverse climate-related health impacts are expected to worsen worldwide, affecting billions of people. Temperatures in Europe are warming at twice the rate of the global average, threatening the health of populations across the continent and leading to unnecessary loss of life. The Lancet Countdown in Europe was established in 2021, to assess the health profile of climate change aiming to stimulate European social and political will to implement rapid health-responsive climate mitigation and adaptation actions. In 2022, the collaboration published its indicator report, tracking progress on health and climate change via 33 indicators and across five domains. This new report tracks 42 indicators highlighting the negative impacts of climate change on human health, the delayed climate action of European countries, and the missed opportunities to protect or improve health with health-responsive climate action. The methods behind indicators presented in the 2022 report have been improved, and nine new indicators have been added, covering leishmaniasis, ticks, food security, health-care emissions, production and consumption-based emissions, clean energy investment, and scientific, political, and media engagement with climate and health. Considering that negative climate-related health impacts and the responsibility for climate change are not equal at the regional and global levels, this report also endeavours to reflect on aspects of inequality and justice by highlighting at-risk groups within Europe and Europe's responsibility for the climate crisis., This online publication has been corrected.Errata: Correction to Lancet Public Health 2024; 9: e495–522. The Lancet Public Health, 2024;9(7): e420. DOI: 10.1016/S2468-2667(24)00129-4

Published
2024
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4. The 2024 Europe report of the Lancet Countdown on health and climate change: unprecedented warming demands unprecedented action

Author

van Daalen, Kim R., Tonne, Cathryn, Semenza, Jan C., Rocklöv, Joacim, Markandya, Anil, Dasandi, Niheer, Jankin, Slava, Achebak, Hicham, Ballester, Joan, Bechara, Hannah, Beck, Thessa M., Callaghan, Max w, Carvalho, Bruno M., Chambers, Jonathan, Pradas, Marta Cirah, Courtenay, Orin, Dasgupta, Shouro, Eckelman, Matthew J., Farooq, Zia, Fransson, Peter, Gallo, Elisa, Gasparyan, Olga, Gonzalez-Reviriego, Nube, Hamilton, Ian, Hänninen, Risto, Hatfield, Charles, He, Kehan, Kazmierczak, Aleksandra, Kendrovski, Vladimir, Kennard, Harry, Kiesewetter, Gregor, Kouznetsov, Rostislav, Kriit, Hedi katre, Llabrés-Brustenga, Alba, Lloyd, Simon j, Batista, Martín Lotto, Maia, Carla, Martinez-Urtaza, Jaime, Mi, Zhifu, Milà, Carles, Minx, Jan c, Nieuwenhuijsen, Mark, Palamarchuk, Julia, Pantera, Dafni Kalatzi, Quijal-Zamorano, Marcos, Rafaj, Peter, Robinson, Elizabeth J. Z., Sánchez-Valdivia, Nacho, Scamman, Daniel, Schmoll, Oliver, Sewe, Maquins Odhiambo, Sherman, Jodi D., Singh, Pratik, Sirotkina, Elena, Sjödin, Henrik, Sofiev, Mikhail, Solaraju-Murali, Balakrishnan, Springmann, Marco, Treskova, Marina, Triñanes, Joaquin, Vanuytrecht, Eline, Wagner, Fabian, Walawender, Maria, Warnecke, Laura, Zhang, Ran, Romanello, Marina, Antò, Josep M., Nilsson, Maria, Lowe, Rachel, van Daalen, Kim R., Tonne, Cathryn, Semenza, Jan C., Rocklöv, Joacim, Markandya, Anil, Dasandi, Niheer, Jankin, Slava, Achebak, Hicham, Ballester, Joan, Bechara, Hannah, Beck, Thessa M., Callaghan, Max w, Carvalho, Bruno M., Chambers, Jonathan, Pradas, Marta Cirah, Courtenay, Orin, Dasgupta, Shouro, Eckelman, Matthew J., Farooq, Zia, Fransson, Peter, Gallo, Elisa, Gasparyan, Olga, Gonzalez-Reviriego, Nube, Hamilton, Ian, Hänninen, Risto, Hatfield, Charles, He, Kehan, Kazmierczak, Aleksandra, Kendrovski, Vladimir, Kennard, Harry, Kiesewetter, Gregor, Kouznetsov, Rostislav, Kriit, Hedi katre, Llabrés-Brustenga, Alba, Lloyd, Simon j, Batista, Martín Lotto, Maia, Carla, Martinez-Urtaza, Jaime, Mi, Zhifu, Milà, Carles, Minx, Jan c, Nieuwenhuijsen, Mark, Palamarchuk, Julia, Pantera, Dafni Kalatzi, Quijal-Zamorano, Marcos, Rafaj, Peter, Robinson, Elizabeth J. Z., Sánchez-Valdivia, Nacho, Scamman, Daniel, Schmoll, Oliver, Sewe, Maquins Odhiambo, Sherman, Jodi D., Singh, Pratik, Sirotkina, Elena, Sjödin, Henrik, Sofiev, Mikhail, Solaraju-Murali, Balakrishnan, Springmann, Marco, Treskova, Marina, Triñanes, Joaquin, Vanuytrecht, Eline, Wagner, Fabian, Walawender, Maria, Warnecke, Laura, Zhang, Ran, Romanello, Marina, Antò, Josep M., Nilsson, Maria, and Lowe, Rachel

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