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28 pages, 5416 KB  
Article
Impact of Soil Tillage Systems on CO2 Emissions, Soil Chemical Parameters, and Plant Growth Physiological Parameters (LAI, SPAD) in a Long-Term Tillage Experiment in Hungary
by Boglárka Bozóki, Amare Assefa Bogale, Hussein Khaeim, Zoltán Kende, Barbara Simon, Gergő Péter Kovács and Csaba Gyuricza
Agriculture 2025, 15(17), 1810; https://doi.org/10.3390/agriculture15171810 (registering DOI) - 25 Aug 2025
Abstract
Choosing the most sustainable and ecologically stable soil tillage techniques requires dependence on long-term field trials, which are essential for successful interventions and evidence-based decision-making. This research evaluated several factors, including soil biological activity (CO2 emission), soil chemical properties (pH (KCl), soil [...] Read more.
Choosing the most sustainable and ecologically stable soil tillage techniques requires dependence on long-term field trials, which are essential for successful interventions and evidence-based decision-making. This research evaluated several factors, including soil biological activity (CO2 emission), soil chemical properties (pH (KCl), soil organic matter (SOM)), plant growth physiological indicators (Leaf Area Index (LAI), Soil and Plant Analysis Development (SPAD)), crop yield, and grain quality (Zeleny index, protein %, oil %, and gluten % content), under six soil cultivation methods that represent varying degrees of soil disturbance in a long-term (23 years) tillage experiment. Conventional tillage (ploughing (P)) and conservational tillage techniques (loosening (L), deep cultivation (DC), shallow cultivation (SC), disking (D), and no-till (NT)) were examined for three years (2022, 2023, and 2024) in a winter barley–soybean–winter wheat cropping system. Results indicate that tillage intensity has a differential influence on soil biological parameters, with minor variations in SPAD values across treatments. The findings show significant variations in CO2 emissions, LAI values, and grain quality in certain years, likely due to the influence of P and L tillage treatments. The novelty of this study lies in determining that, although the short-term effects of soil tillage on crop physiological parameters and grain yield may be minimal under fluctuating climatic conditions, long-term tillage practices significantly influence existing disparities, underscoring the necessity for site-specific and climate-resilient tillage strategies in sustainable crop production. Full article
(This article belongs to the Special Issue Innovative Conservation Cropping Systems and Practices—2nd Edition)
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30 pages, 1072 KB  
Entry
Where Critical Inquiry, Empirical Making, and Experiential Learning Shape Architectural Pedagogy
by Ashraf M. Salama and Peter Holgate
Encyclopedia 2025, 5(3), 129; https://doi.org/10.3390/encyclopedia5030129 (registering DOI) - 25 Aug 2025
Definition
This entry is based on the premise that pressing issues of climate change, social injustice, and post-COVID practices appear to have superseded some essential values of architectural and design pedagogy, leading to improvements in content that may be offset by a loss of [...] Read more.
This entry is based on the premise that pressing issues of climate change, social injustice, and post-COVID practices appear to have superseded some essential values of architectural and design pedagogy, leading to improvements in content that may be offset by a loss of focus on the core curriculum. The entry reimagines architectural pedagogy by arguing for a transformative shift from traditional product-based education to a process-oriented, inquiry-driven approach that cultivates critical thinking and empirical making, predicated upon experiential learning. It aims to integrate rigorous critical inquiry into both studio-based and lecture-based settings, thus critiquing assumed limitations of conventional approaches that prioritise final outcomes over iterative design processes, dialogue, and active engagement. Employing a comprehensive qualitative approach that incorporates diverse case studies and critical reviews, the analysis is divided into two main threads: one that places emphasis on the studio environment and another that focuses on lecture-based courses. Within these threads, the analysis is structured around a series of key themes central to experiential learning, each of which concludes with a key message that synthesises the core insights derived from case studies. The two threads instigate the identification of aligned areas of emphasis which articulate the need for active engagements and reflection, for bridging theory and practice, and for adopting interdisciplinary and experiential approaches. Conclusions are drawn to establish guidance for a future direction of a strengthened and pedagogically enriched architectural education. Full article
(This article belongs to the Section Arts & Humanities)
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19 pages, 4574 KB  
Article
Spatiotemporal Variability and Driving Factors of Vegetation Net Primary Productivity in the Yellow River Basin (Shaanxi Section) from 2000 to 2022
by Qiuman Liu, Du Lyu, Tao Xie, Lu Cui, Yifan Ma and Yunfeng Zhang
Atmosphere 2025, 16(9), 1004; https://doi.org/10.3390/atmos16091004 (registering DOI) - 25 Aug 2025
Abstract
Net primary productivity (NPP) is a key metric for assessing ecosystem functionality and sustainability. This study utilized MOD17A3 NPP data in conjunction with trend analysis, a gravity center model, and the Geodetector method to examine the spatiotemporal evolution and driving mechanisms of NPP [...] Read more.
Net primary productivity (NPP) is a key metric for assessing ecosystem functionality and sustainability. This study utilized MOD17A3 NPP data in conjunction with trend analysis, a gravity center model, and the Geodetector method to examine the spatiotemporal evolution and driving mechanisms of NPP across the Yellow River Basin (Shaanxi section) from 2000 to 2022. Results revealed: (1) The average NPP over the study period was 353.01g C m−2 with an upward trend of 9.7 g C m−2yr−1; spatially, NPP increased from north to south, with significant variability in northern Shaanxi and a 17.89 km northeastward shift in NPP’s gravity center. (2) Areas exhibiting significant NPP increases (slope > 0, p < 0.01) comprised 97.83% of the region, while declines were mainly observed in Guanzhong. (3) Normalized Difference Vegetation Index (NDVI) was the dominant factor, with the strongest synergistic, nonlinear interaction with land use type reflecting human activities (q = 0.831), indicating that the combined influence of climate factors, land surface factors, and human activities amplifies the explanatory effect on NPP variability. The study demonstrates an overall improvement in NPP, although local declines occurred, and its spatial distribution was influenced by a combination of natural and human factors. These findings will provide data support for the high-quality development of the Yellow River Basin. Full article
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14 pages, 248 KB  
Article
“Even the Small Work That I Do, It Has Impact, It Has Meaning”: Collective Meaning-Making in Youth Climate Groups
by Julia L. Ginsburg and Natasha Blanchet-Cohen
Soc. Sci. 2025, 14(9), 510; https://doi.org/10.3390/socsci14090510 - 25 Aug 2025
Abstract
This article focuses on participation in youth-led climate-oriented groups and the role of this form of civic engagement for young people. Thirty interviews were conducted with 13- to 18-year-olds belonging to four groups: Extinction Rebellion Youth, Sustainabiliteens, Sunrise Movement, or school-affiliated clubs. The [...] Read more.
This article focuses on participation in youth-led climate-oriented groups and the role of this form of civic engagement for young people. Thirty interviews were conducted with 13- to 18-year-olds belonging to four groups: Extinction Rebellion Youth, Sustainabiliteens, Sunrise Movement, or school-affiliated clubs. The participants had been part of their group for an average of 1.5 years, coming from either the United States (n = 26) or Canada (n = 4). They were predominantly female (n = 22), with a few male (n = 5) and a small number identifying as non-binary (n = 3). Significant in the thematic analysis was the critical role of increased meaning-making, which involved relationship-building, processing emotions, and taking action. The peer-led group settings served to create community, work through the range of emotions the climate crisis evoked, and generate actions that felt purposeful at both the individual and collective levels. In these spaces, young people seek meaning together, and they propose and demand action from governmental bodies and corporations on climate change. Through everyday activism, young people express an ecocitizenship that is constructive, hopeful, and generative. In a world characterized by the climate crisis, joining and contributing to youth-led climate groups is becoming part of young people’s identity development, a way of enacting citizenship and expressing political agency. Full article
(This article belongs to the Section Childhood and Youth Studies)
23 pages, 2605 KB  
Review
Microalgae: Green Engines for Achieving Carbon Sequestration, Circular Economy, and Environmental Sustainability—A Review Based on Last Ten Years of Research
by Md. Muzammal Hoque, Valeria Iannelli, Francesca Padula, Rosa Paola Radice, Biplob Kumar Saha, Giuseppe Martelli, Antonio Scopa and Marios Drosos
Bioengineering 2025, 12(9), 909; https://doi.org/10.3390/bioengineering12090909 - 25 Aug 2025
Abstract
Feeding a growing global population requires sustainable, innovative, and cost-effective solutions, especially in light of the environmental damage and nutrient imbalances caused by excessive chemical fertilizer use. Microalgae have gained prominence due to their phylogenetic diversity, physiological adaptability, eco-compatible characteristics, and potential to [...] Read more.
Feeding a growing global population requires sustainable, innovative, and cost-effective solutions, especially in light of the environmental damage and nutrient imbalances caused by excessive chemical fertilizer use. Microalgae have gained prominence due to their phylogenetic diversity, physiological adaptability, eco-compatible characteristics, and potential to support regenerative agriculture and mitigate climate change. Functioning as biofertilizers, biostimulants, and bioremediators, microalgae accelerate nutrient cycling, improve soil aggregation through extracellular polymeric substances (EPSs), and stimulate rhizospheric microbial diversity. Empirical studies demonstrate their ability to increase crop yields by 5–25%, reduce chemical nitrogen inputs by up to 50%, and boost both organic carbon content and enzymatic activity in soils. Their application in saline and degraded lands further promotes resilience and ecological regeneration. Microalgal cultivation platforms offer scalable in situ carbon sequestration, converting atmospheric carbon dioxide (CO2) into biomass with potential downstream vaporization into biofuels, bioplastics, and biochar, aligning with circular economy principles. While the commercial viability of microalgae is challenged by high production costs, technical complexities, and regulatory gaps, recent breakthroughs in cultivation systems, biorefinery integration, and strain optimization highlight promising pathways forward. This review highlights the strategic importance of microalgae in enhancing climate resilience, promoting agricultural sustainability, restoring soil health, and driving global bioeconomic transformation. Full article
(This article belongs to the Special Issue Engineering Microalgal Systems for a Greener Future)
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24 pages, 12259 KB  
Article
Vegetation Dynamics and Responses to Natural and Anthropogenic Drivers in a Typical Southern Red Soil Region, China
by Jun Gao, Changqing Shi, Jianying Yang, Tingning Zhao and Wenxin Xie
Remote Sens. 2025, 17(17), 2941; https://doi.org/10.3390/rs17172941 - 24 Aug 2025
Abstract
The red soil region in southern China is an ecologically fragile area. Although ecological engineering construction has achieved phased results, there are still obvious gaps in research on the mechanisms underlying vegetation dynamics in response to natural and anthropogenic variables. Changting County (CTC) [...] Read more.
The red soil region in southern China is an ecologically fragile area. Although ecological engineering construction has achieved phased results, there are still obvious gaps in research on the mechanisms underlying vegetation dynamics in response to natural and anthropogenic variables. Changting County (CTC) serves as a typical case of vegetation degradation and restoration in the region. We examined the vegetation dynamics in CTC with the fraction vegetation cover (FVC) based on kernel normalized difference vegetation index-based dimidiate pixel model (kNDVI-DPM) and employed the optimal parameter-based geographical detector (OPGD), multiscale geographically weighted regression (MGWR), and partial least square structural equation modeling (PLS-SEM) to analyze interaction mechanisms between vegetation dynamics and underlying factors. The FVC showed a fluctuating upward trend at a rate of 0.0065 yr−1 (p < 0.001) from 2000 to 2020. The spatial distribution pattern was high in the west and low in the east. Soil and terrain factors were the primary factors dominating the spatial heterogeneity of FVC, soil organic matter and elevation showing the most significant influence, with annual mean q-values of 0.4 and 0.3, respectively. Climate, terrain, and soil properties positively and anthropogenic activities negatively impacted vegetation. From 2000 to 2020, the path coefficient of anthropogenic activities to FVC decreases from −0.152 to −0.045, the adverse effects of human activities are diminishing with ongoing ecological construction efforts. Climate and anthropogenic activities act indirectly on vegetation through negative effects on soils and terrain. The impact of climate on soils and terrain is gradually lessening, whilst the influence of anthropogenic activities continues to grow. This study provides an analytical framework for understanding the complex interrelationships between vegetation changes and the underlying factors. Full article
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22 pages, 5387 KB  
Article
Cu@Phosphorene as a Promising Catalyst for CO2 to Formic Acid Conversion: A Mechanistic DFT Approach
by Zonia Bibi, Muhammad Ajmal, Shahaab Jilani, Aqsa Kamran, Fatima Yaseen, Muhammad Abid Zia, Ahmed Lakhani and Muhammad Ali Hashmi
Reactions 2025, 6(3), 45; https://doi.org/10.3390/reactions6030045 (registering DOI) - 23 Aug 2025
Viewed by 40
Abstract
Carbon dioxide is naturally present in the Earth’s atmosphere and plays a role in regulating and balancing the planet’s temperature. However, due to various human activities, the amount of carbon dioxide is increasing beyond safe limits, disrupting the Earth’s natural temperature regulation system. [...] Read more.
Carbon dioxide is naturally present in the Earth’s atmosphere and plays a role in regulating and balancing the planet’s temperature. However, due to various human activities, the amount of carbon dioxide is increasing beyond safe limits, disrupting the Earth’s natural temperature regulation system. Today, CO2 is the most prevalent greenhouse gas; as its concentration rises, significant climate change occurs. Therefore, there is a need to utilize anthropogenically released carbon dioxide in valuable fuels, such as formic acid (HCOOH). Single-atom catalysts are widely used, where a single metal atom is anchored on a surface to catalyze chemical reactions. In this study, we investigated the potential of Cu@Phosphorene as a single-atom catalyst (SAC) for CO2 reduction using quantum chemical calculations. All computations for Cu@Phosphorene were performed using density functional theory (DFT). Mechanistic studies were conducted for both bimolecular and termolecular pathways. The bimolecular mechanism involves one CO2 and one H2 molecule adsorbing on the surface, while the termolecular mechanism involves two CO2 molecules adsorbing first, followed by H2. Results indicate that the termolecular mechanism is preferred for formic acid formation due to its lower activation energy. Further analysis included charge transfer assessment via NBO, and interactions between the substrate, phosphorene, and the Cu atom were confirmed using quantum theory of atoms in molecules (QTAIM) and non-covalent interactions (NCI) analysis. Ab initio molecular dynamics (AIMD) calculations examined the temperature stability of the catalytic complex. Overall, Cu@Phosphorene appears to be an effective catalyst for converting CO2 to formic acid and remains stable at higher temperatures, supporting efforts to mitigate climate change. Full article
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16 pages, 464 KB  
Article
Physiological and Metabolic Responses to Water Restriction in Ewes Under Semi-Arid Conditions
by Claudenilde de Jesus Pinheiro Costa, Gherman Garcia Leal de Araújo, André Luiz Rodrigues Magalhães, Alberício Pereira de Andrade, Silvia Helena Nogueira Turco, Maria Helena Tavares de Matos, Diego César Nunes da Silva, Cleyton de Almeida Araújo, Roberta de Lima Valença, Thieres George Freire da Silva, Fleming Sena Campos and Glayciane Costa Gois
Vet. Sci. 2025, 12(9), 790; https://doi.org/10.3390/vetsci12090790 - 22 Aug 2025
Viewed by 170
Abstract
The aim of this study was to evaluate the effect of different water restrictions on the thermoregulation and blood hematological and metabolite parameters of crossbred Santa Inês ewes in a semi-arid climate. Thirty-two ewes were subjected to four water supply levels (100%, 80%, [...] Read more.
The aim of this study was to evaluate the effect of different water restrictions on the thermoregulation and blood hematological and metabolite parameters of crossbred Santa Inês ewes in a semi-arid climate. Thirty-two ewes were subjected to four water supply levels (100%, 80%, 60%, and 40%), in a completely randomized design with eight replications. The confinement period lasted 77 days, with 14 days allocated for adaptation. Respiratory rate, heart rate, and rectal temperature exhibited a quadratic response. There was an increase in red blood cells and urea. The enzyme alanine aminotransferase decreased linearly with water restriction. Urinary creatinine decreased along with water supply. Regarding urine color characteristics, all groups showed different colors, ranging from clear to cloudy. For the chemical characteristics of urine, a quadratic effect was observed for pH, with the highest value (8.75) at 60%. An increase was observed in total urine proteins and urobilinogen. Crossbred Santa Inês ewes in a semi-arid climate exhibit physiological adaptations to water supply reduction up to 40%. Following an 80% reduction in water supply, animals exhibit mild dehydration, characterized by increased serum urea levels and decreased alanine aminotransferase activity. Full article
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23 pages, 7380 KB  
Article
Response of the End of the Growing Season to Extreme Climatic Events in the Semi-Arid Grassland of Inner Mongolia
by Erhua Liu and Guangsheng Zhou
Agronomy 2025, 15(9), 2018; https://doi.org/10.3390/agronomy15092018 - 22 Aug 2025
Viewed by 59
Abstract
Climate change impacts on vegetation phenology, especially under extreme climate events, remain inadequately understood. Based on the Fraction of Photosynthetically Active Radiation (FPAR) from MODIS, this study extracted and investigated the end of the growing season (EOS) dynamics in semi-arid grassland of Inner [...] Read more.
Climate change impacts on vegetation phenology, especially under extreme climate events, remain inadequately understood. Based on the Fraction of Photosynthetically Active Radiation (FPAR) from MODIS, this study extracted and investigated the end of the growing season (EOS) dynamics in semi-arid grassland of Inner Mongolia from 2003 to 2020. The relationship between the EOS and extreme climate events was examined, and the coincidence rate (CR) between these events and EOS standardized anomaly (EOSSA) was quantified. The results showed that the EOS exhibited a significant delaying trend (1.48 days/year, p < 0.05) after 2011, with its spatial distribution patterns strongly correlated with climatic gradients. Compound dry–warm events exhibited the widest spatial extent and highest frequency among all compound extreme climate events (CECEs). The impact of extreme climate events on EOSSA varied depending on climatic background. Extreme dry delayed EOSSA in colder regions but advanced it in warmer regions. CECEs exerted a stronger regulatory effect on EOSSA. Compound dry–warm events showed high CR with EOSSA (CR > 0.4), which was higher under low temperature gradients but decreased under high gradients. The result enhances our understanding of how semi-arid grassland respond to extreme climate events, aiding the improvement of phenology models. Full article
(This article belongs to the Section Grassland and Pasture Science)
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24 pages, 4551 KB  
Article
A Multiscale Regenerative Design Approach Toward Transformative Capacities: The Case of Shimokitazawa, Tokyo
by Hiroki Nakajima
Sustainability 2025, 17(17), 7583; https://doi.org/10.3390/su17177583 - 22 Aug 2025
Viewed by 169
Abstract
Regenerative design (RD) is attracting attention as a concept that goes beyond sustainability. However, RD has been criticized as an overly theoretical and abstract approach. This study constructs a multiscale RD approach in urban areas by combining the theoretical frameworks of an adaptive [...] Read more.
Regenerative design (RD) is attracting attention as a concept that goes beyond sustainability. However, RD has been criticized as an overly theoretical and abstract approach. This study constructs a multiscale RD approach in urban areas by combining the theoretical frameworks of an adaptive planning approach based on the complex adaptive systems (CAS) theory and transformative capacities (TC) through the case study of Shimokita-Senrogai. The study’s main contribution is to materialize the process for a multiscale RD approach in urban areas, where it is difficult to reach consensus among diverse stakeholders immediately. The main finding is identifying the necessary conditions for implementing an RD approach that enhances TC by adapting to urban uncertainties from global climate change to local civic dynamics through the agency of more-than-human actor networks. Based on these, this study proposes a methodology to visualize actors, their activity ranges, bases, and ecosystemic flows across multiple territorial scales beyond the development site and its vicinity. Full article
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22 pages, 21773 KB  
Article
Remote Monitoring of Ground Deformation in an Active Landslide Area, Upper Mapocho River Basin, Central Chile, Using DInSAR Technique with PAZ and Sentinel-1 Imagery
by Paulina Vidal-Páez, Jorge Clavero, Valentina Ramírez, Alfonso Fernández-Sarría, Oliver Meseguer-Ruiz, Miguel Aguilera, Waldo Pérez-Martínez, María José González Bonilla, Juan Manuel Cuerda, Nuria Casal and Francisco Mena
Remote Sens. 2025, 17(17), 2921; https://doi.org/10.3390/rs17172921 - 22 Aug 2025
Viewed by 275
Abstract
The upper Mapocho River basin, located in central Chile, has been affected by numerous landslides in the past, which may become more frequent due to a projected increase in intense precipitation events in the context of climate change. Against this background, this study [...] Read more.
The upper Mapocho River basin, located in central Chile, has been affected by numerous landslides in the past, which may become more frequent due to a projected increase in intense precipitation events in the context of climate change. Against this background, this study aimed to analyze the ground deformation associated with an active landslide area in the Yerba Loca basin using the SBAS–DInSAR technique with PAZ and Sentinel-1 images acquired during two time periods, 2019–2021 and 2018–2022, respectively. Using PAZ imagery, the estimated vertical displacement velocity (subsidence) was as high as 9.6 mm/year between 2019 and 2021 in the area affected by the Yerba Loca multirotational slide in August 2018. Analysis of Sentinel-1 images indicated a vertical displacement velocity reaching −94 mm/year between 2018 and 2022 in the Yerba Loca landslide, suggesting continued activity in this area. It, therefore, may collapse again soon, affecting tourism services and the local ecosystem. By focusing on a mountainous region, this study demonstrates the usefulness of radar imagery for investigating landslides in remote or hard-to-reach areas, such as the mountain sector of central Chile. Full article
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14 pages, 1379 KB  
Article
Physical–Mechanical Properties of Innovative Biobased Particleboards for Application in External Building Façades
by Ramunas Tupciauskas, Andris Berzins, Martins Andzs, Rudolfs Berzins, Janis Rizikovs and Gunars Pavlovics
Forests 2025, 16(8), 1359; https://doi.org/10.3390/f16081359 - 21 Aug 2025
Viewed by 125
Abstract
Human activities undoubtedly increase greenhouse gases (GHG), negatively influencing global climate change. The building and construction sector uses at least 40% of the total energy consumption and produces the same percentage of GHG emissions. Therefore, the development of sustainable building materials is a [...] Read more.
Human activities undoubtedly increase greenhouse gases (GHG), negatively influencing global climate change. The building and construction sector uses at least 40% of the total energy consumption and produces the same percentage of GHG emissions. Therefore, the development of sustainable building materials is a crucial key factor for environmental protection. The study contributes to the development of bio-based façade materials using available raw biomass like wheat straw, grey alder, and softwood (a mix of spruce and pine), to promote reduced emissions of CO2. Two technologies were used to produce high-density particleboards based on (1) steam explosion treatment and (2) the addition of bio-based suberinic acids as a binder. In addition to the biomass species and board type, the influence of conventional and mold hot-pressing was investigated on produced board properties: density, thickness swelling, modules of rupture and elasticity in bending, and internal bonding. The obtained particleboards demonstrate significant differences in terms of the tested properties depending on all variable factors. The best performance, in terms of physical–mechanical properties, was achieved by the conventionally hot-pressed board of steam-exploded grey alder particles, being influenced by the highest density (1380 kg/m3). Mold hot-pressing in most cases resulted in decreased performance of obtained boards. Full article
(This article belongs to the Section Wood Science and Forest Products)
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20 pages, 21489 KB  
Article
A GRU-Enhanced Kolmogorov–Arnold Network Model for Sea Surface Temperature Prediction Derived from Satellite Altimetry Product in South China Sea
by Rumiao Sun, Zhengkai Huang, Xuechen Liang, Siyu Zhu and Huilin Li
Remote Sens. 2025, 17(16), 2916; https://doi.org/10.3390/rs17162916 - 21 Aug 2025
Viewed by 281
Abstract
High-precision Sea Surface Temperature (SST) prediction is critical for understanding ocean–atmosphere interactions and climate anomaly monitoring. We propose GRU_EKAN, a novel hybrid model where Gated Recurrent Units (GRUs) capture temporal dependencies and the Enhanced Kolmogorov–Arnold Network (EKAN) models complex feature interactions between SST [...] Read more.
High-precision Sea Surface Temperature (SST) prediction is critical for understanding ocean–atmosphere interactions and climate anomaly monitoring. We propose GRU_EKAN, a novel hybrid model where Gated Recurrent Units (GRUs) capture temporal dependencies and the Enhanced Kolmogorov–Arnold Network (EKAN) models complex feature interactions between SST and multivariate ocean predictors. This study integrates GRU with EKAN, using B-spline-parameterized activation functions to model high-dimensional nonlinear relationships between multiple ocean variables (including sea water potential temperature at the sea floor, ocean mixed layer thickness defined by sigma theta, sea water salinity, current velocities, and sea surface height) and SST. L2 regularization addresses multicollinearity among predictors. Experiments were conducted at 25 South China Sea sites using 2011–2021 CMEMS data. The results show that GRU_EKAN achieves a superior mean R2 of 0.85, outperforming LSTM_EKAN, GRU, and LSTM by 5%, 25%, and 23%, respectively. Its average RMSE (0.90 °C), MAE (0.76 °C), and MSE (0.80 °C2) represent reductions of 31.3%, 27.0%, and 53.2% compared to GRU. The model also exhibits exceptional stability and minimal Weighted Quality Evaluation Index (WQE) fluctuation. During the 2019–2020 temperature anomaly events, GRU_EKAN predictions aligned closest with observations and captured abrupt trend shifts earliest. This model provides a robust tool for high-precision SST forecasting in the South China Sea, supporting marine heatwave warnings. Full article
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22 pages, 3101 KB  
Article
Climate Change Projects and Youth Engagement: Empowerment and Contested Knowledge
by Kostas Stavrianakis, Jacob A. E. Nielsen and Zoe Morrison
Sustainability 2025, 17(16), 7556; https://doi.org/10.3390/su17167556 - 21 Aug 2025
Viewed by 244
Abstract
This study investigated youth’s empowerment through EU-funded climate change projects (CCPs) and the role that social research and public engagement play in that process. The importance of considering youth empowerment in a time of climate change is increasingly recognized. Youth are exposed to [...] Read more.
This study investigated youth’s empowerment through EU-funded climate change projects (CCPs) and the role that social research and public engagement play in that process. The importance of considering youth empowerment in a time of climate change is increasingly recognized. Youth are exposed to interrelated health, socioeconomic, and political vulnerabilities caused by climate change, but they often lack resources to address and navigate these changes. To help address these issues, youth empowerment holds the potential to give youth a greater influence over their lives in the context of an evolving climate. EU-funded CCPs play a crucial role in EU’s climate mitigation and adaptation policies, and the implementation of these projects can have widespread implications for youth across the EU. However, there is little research exploring the local youth implications of EU-funded CCPs. In this paper, we want to start addressing this knowledge gap by exploring how youth empowerment was facilitated, shaped, and restrained over a year-long collaboration with students from a Greek school as part of a Horizon 2020 project on the social acceptance of Carbon Capture and Utilization (CCUS) technologies. The findings indicate that the activities provided the students with opportunities to explore and express different types of concerns, knowledge, and perspectives on issues related to climate change, social acceptance, and CCUS. However, the empowering potential of these activities was also shaped by power differentials and contestations around the validity of different knowledge sources. For meaningful youth engagement through Horizon 2020 initiatives, more longitudinal and meaningful participation is needed. Full article
(This article belongs to the Special Issue Motivating Pro-Environmental Behavior in Youth Populations)
23 pages, 1922 KB  
Review
Phosphorus Cycling in Sediments of Deep and Large Reservoirs: Environmental Effects and Interface Processes
by Jue Wang, Jijun Gao, Qiwen Wang, Laisheng Liu, Huaidong Zhou, Shengjie Li, Hongcheng Shi and Siwei Wang
Sustainability 2025, 17(16), 7551; https://doi.org/10.3390/su17167551 - 21 Aug 2025
Viewed by 267
Abstract
Although the sediment–water interface of deep and large reservoirs is recognized as a dominant source of internal phosphorus (P) loading, the quantitative hierarchy of environmental drivers and their interaction thresholds remains poorly resolved. Here, we integrate 512 studies to provide the first process-based [...] Read more.
Although the sediment–water interface of deep and large reservoirs is recognized as a dominant source of internal phosphorus (P) loading, the quantitative hierarchy of environmental drivers and their interaction thresholds remains poorly resolved. Here, we integrate 512 studies to provide the first process-based synthesis that partitions P release fluxes among temperature, pH, dissolved oxygen, salinity, sediment properties, and microbial activity across canyon, valley, and plain-type reservoirs. By deriving standardized effect sizes from 61 data-rich papers, we show that (i) a 1 °C rise in bottom-water temperature increases soluble reactive P (SRP) flux by 12.4% (95% CI: 10.8–14.0%), with sensitivity 28% lower in Alpine oligotrophic systems and 20% higher in warm monomictic basins; (ii) a single-unit pH shift—whether acid or alkaline—stimulates P release through distinct desorption pathways,; and (iii) each 1 mg L−1 drop in dissolved oxygen amplifies release by 31% (25–37%). Critically, we demonstrate that these drivers rarely act independently: multi-factor laboratory and in situ analyses reveal that simultaneous hypoxia and warming can triple the release rate predicted from single-factor models. We further identify that >75% of measurements originate from dam-proximal zones, creating spatial blind spots that currently limit global P-load forecasts to ±50% uncertainty. To close this gap, we advocate coupled metagenomic–geochemical observatories that link gene expression (phoD, ppk, pqqC) to real-time SRP fluxes. The review advances beyond the existing literature by (1) establishing the first quantitative, globally transferable framework for temperature-, DO-, and pH-based management levers; (2) exposing the overlooked role of regional climate in modulating temperature sensitivity; and (3) providing a research agenda that reduces forecasting uncertainty to <20% within two years. Full article
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