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22 pages, 11674 KB  
Article
Wind Characteristics and Energy Evaluation at Nasiriya International Airport, Iraq
by Firas A. Hadi, Sarmad Jasim Hasan, Qutaiba Mazin Abdulmajeed, Rawnak A. Abdulwahab and Khattab Al-Khafaji
Wind 2026, 6(3), 35; https://doi.org/10.3390/wind6030035 (registering DOI) - 6 Jul 2026
Viewed by 65
Abstract
In order to reduce aviation’s negative environmental effects and support international efforts to battle climate change, the International Civil Aviation Organization (ICAO) seeks to cut greenhouse gas (GHG) emissions. About 2–3% of the world’s CO2 emissions come from aviation, and at high [...] Read more.
In order to reduce aviation’s negative environmental effects and support international efforts to battle climate change, the International Civil Aviation Organization (ICAO) seeks to cut greenhouse gas (GHG) emissions. About 2–3% of the world’s CO2 emissions come from aviation, and at high altitudes, the fraction of other GHGs that significantly alter the atmosphere is considerably greater. In this study, hourly wind speed data at 100 m height from ECMWF’s fifth-generation reanalysis (ERA-5) were used over a period of 40 years (1985–2025). Hourly assessments of wind speeds at 40 m and 80 m heights are conducted in ERA-5, with biases at specific ground locations rectified via the Global Wind Atlas (GWA). This research estimates and analyzes many factors, including Weibull statistical parameters, daily and monthly wind speed variations, cumulative distribution function (CDF), and atmospheric turbulence intensity. The energy generation from several wind turbine types at different elevations was assessed. The findings indicate that the examined location revealed fair potential for the construction of large-capacity wind energy units at heights equal to or above 80 m. Turbines that are less than 50 m tall are spread out at least 10 km around the airport runway. While turbines that are less than 150 m tall are spread out at least 15 km away from the airport runway. Full article
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9 pages, 481 KB  
Proceeding Paper
Heatwave Impacts on Airport Operations Under Future Climate Scenarios: A Climate Risk Assessment
by Lorenzo Cane, Carlo Abate, Sara Dal Gesso, Alessandro Moser and Giulia Maggioni
Eng. Proc. 2026, 133(1), 74; https://doi.org/10.3390/engproc2026133074 - 7 May 2026
Viewed by 561
Abstract
Rising air temperatures are expected to increasingly affect aircraft take-off performance, potentially causing disruption in airport operations. This study develops an airport climate-risk assessment framework combining aircraft performance modeling with the IPCC hazard–exposure–vulnerability approach, using publicly available data. The Take-Off Distance Required (TODR) [...] Read more.
Rising air temperatures are expected to increasingly affect aircraft take-off performance, potentially causing disruption in airport operations. This study develops an airport climate-risk assessment framework combining aircraft performance modeling with the IPCC hazard–exposure–vulnerability approach, using publicly available data. The Take-Off Distance Required (TODR) was simulated for an A320-231 aircraft under varying temperature conditions, and threshold temperatures, above which fully-laden aircraft cannot depart for a given runway length, were derived for six European airports. Climate projections for 2050 were used to forecast frequency of threshold exceedance (hazard), while exposure and vulnerability were estimated through traffic volume and infrastructure-related factors. Results show that mid-century warming will raise the number of days when temperature is so high that the TODR is longer than the available runway length. Airports with shorter runways, frequent departures, and infrastructure constraints exhibit the highest projected risk levels. The findings indicate that increasing temperatures may impose growing operational constraints. The proposed framework provides an accessible preliminary tool for screening climate-related operational risks, supporting early identification of airports that may require targeted adaptation measures. Full article
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20 pages, 623 KB  
Article
Environmental Sustainability in Airport Operations and Passenger Satisfaction: Evidence from Al-Ahsa Airport
by Azzam Almalki, Mutasim Elrasheed and Rady Tawfik
Sustainability 2026, 18(9), 4538; https://doi.org/10.3390/su18094538 - 5 May 2026
Viewed by 637
Abstract
This study examines passengers’ perceptions of environmental sustainability practices at Al-Ahsa International Airport and investigates whether these practices are reflected in passenger satisfaction, within the broader policy context of Saudi Arabia’s Vision 2030. It contributes to the emerging literature on perceived environmental sustainability [...] Read more.
This study examines passengers’ perceptions of environmental sustainability practices at Al-Ahsa International Airport and investigates whether these practices are reflected in passenger satisfaction, within the broader policy context of Saudi Arabia’s Vision 2030. It contributes to the emerging literature on perceived environmental sustainability in airport service environments, particularly in regional and developing aviation contexts. The analysis draws on a structured questionnaire administered to 302 passengers, supported by relevant secondary data, and combines descriptive statistics, a SWOT analysis and an ordinal logistic regression model to explore three practical dimensions of environmental performance, namely energy and climate initiatives, waste management practices, and environmentally supportive infrastructure. The results indicate that passengers are generally satisfied with the airport’s environmental performance, with waste management and sustainability-oriented infrastructure showing a statistically significant and positive association with passengers’ satisfaction. Energy and climate practices also exhibit a statistically significant positive effect; however, their impact is comparatively weaker than that of waste management and infrastructure. The findings therefore point to the need to expand clean and renewable energy investments while also making such efforts more visible through targeted awareness activities for passengers and staff, alongside continued improvements in infrastructure that support environmentally responsible behaviour, as part of the airport’s transition towards a greener and more tourism-supportive facility. Full article
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27 pages, 11377 KB  
Article
Observed Trends in Aviation-Related Weather Hazards at Major Italian Airports Under Changing Climate Conditions
by Jessica Cagnoni, Patrizio Ripesi, Stefano Amendola, Edoardo Bucchignani and Myriam Montesarchio
Meteorology 2026, 5(1), 7; https://doi.org/10.3390/meteorology5010007 - 20 Mar 2026
Viewed by 1225
Abstract
Climate change (CC) is widely recognized as a major human concern, affecting society across all aspects and activities. Among various economic sectors, aviation is one of the most affected due to its exposure to adverse weather events. Consequently, adaptation and mitigation actions are [...] Read more.
Climate change (CC) is widely recognized as a major human concern, affecting society across all aspects and activities. Among various economic sectors, aviation is one of the most affected due to its exposure to adverse weather events. Consequently, adaptation and mitigation actions are becoming increasingly important to reduce the negative effects of CC-driven extreme weather events on aviation operations. In this study, we analyzed 30 years of historical aerodrome meteorological routine reports (METARs) from several major Italian airports to assess multi-decadal changes in aviation weather-related hazards, based on observational evidence such as convection, visibility, and snow and freezing precipitation. Furthermore, we examined the ERA5 reanalysis dataset to assess potential anomalies in the synoptic circulation over the Euro-Mediterranean region that may drive fluctuations in local airport climatology. Our results reveal relevant trends for the considered aviation-related weather hazards, while also indicating meaningful links to variations in local and synoptic patterns. The observed increases in 500 hPa geopotential height, 850 hPa temperature, and convective available potential energy (CAPE) lead to changes in the climatology of the airports considered, including a general enhancement of thermoconvective phenomena, a reduction in events associated with synoptic-scale disturbances, an overall decrease in snowfall, and contrasting trends in fog occurrence depending on local factors. Full article
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19 pages, 2231 KB  
Article
Calibrated Physics-Based Dynamic Energy Modelling of an Airport Terminal
by Ancuța Maria Măgurean and Dan Doru Micu
Buildings 2026, 16(6), 1195; https://doi.org/10.3390/buildings16061195 - 18 Mar 2026
Viewed by 398
Abstract
This study developed a calibrated, data-supported energy simulation model for the Arrivals Terminal of Cluj-Napoca International Airport (Romania), addressing challenges in modelling complex building typologies. The objective is to improve the accuracy of predicting energy savings and CO2 emission reductions, supporting renovation [...] Read more.
This study developed a calibrated, data-supported energy simulation model for the Arrivals Terminal of Cluj-Napoca International Airport (Romania), addressing challenges in modelling complex building typologies. The objective is to improve the accuracy of predicting energy savings and CO2 emission reductions, supporting renovation and decarbonization strategies aligned with the 2050 targets. The hourly multizone simulations over one year integrated measured operational data, building documentation, and two types of climate datasets (AMY and TMY). The calibration methodology introduces a “Miscellaneous equipment” variable, representing unmonitored indoor electricity consumption, which is incorporated as an internal heat gain in the thermal balance. Validation against real energy measurements showed high agreement (AMY-based RMSE: 3.13 kWh/m2·yr for thermal energy and 1.57 kWh/m2·yr for electricity; relative errors: 2.3% and 0.5%, respectively). The results demonstrate that calibrated modelling reduces the performance gap and provides a robust alternative to standard design-condition energy assessments, which are inadequate for airport terminals but mandatory for several countries, including Romania. The developed model enhances predictive reliability and can guide energy efficiency measures and investment decisions for similar complex buildings. Full article
(This article belongs to the Special Issue Advances in Energy-Efficient Building Design and Renovation)
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27 pages, 2254 KB  
Article
Pathogens on High-Touch Surfaces in an Arid Megacity: A Longitudinal Molecular Surveillance Study
by Mohamad Taisir Ahmad Ghiba, Saleh Ahmed Eifan, Abdulkarim Fahad Alhetheel and Atif Hanif
Microorganisms 2026, 14(3), 626; https://doi.org/10.3390/microorganisms14030626 - 10 Mar 2026
Viewed by 785
Abstract
Contaminated environmental surfaces (fomites) act as pathogen reservoirs, yet surveillance data in arid megacities like Riyadh, Saudi Arabia—characterized by extreme heat and indoor climate control—remain limited. This study established a city-wide molecular baseline for surface contamination and evaluated meteorological influences. We conducted a [...] Read more.
Contaminated environmental surfaces (fomites) act as pathogen reservoirs, yet surveillance data in arid megacities like Riyadh, Saudi Arabia—characterized by extreme heat and indoor climate control—remain limited. This study established a city-wide molecular baseline for surface contamination and evaluated meteorological influences. We conducted a stratified, longitudinal study (February 2023–May 2024), collecting 270 swabs from seven zones, including hospitals, airports, ATMs, and community hubs. Samples were pooled (N = 55) and screened using QIAstat-Dx multiplex PCR panels. Nineteen pools (34.5%) tested positive. Viral pathogens (SARS-CoV-2, Adenovirus, Rhinovirus) were detected in 10 pools (18.2%) and non-viral pathogens (bacteria/parasites) in 13 pools (23.6%), with 7.3% co-detections. Hospitals and airports emerged as primary hubs for respiratory viruses, while Cryptosporidium was the most frequent non-viral pathogen (n = 6), predominating on ATM interfaces. Binary logistic regression indicated that higher ambient temperature was significantly associated with detecting viral rather than non-viral pathogens among positive samples (OR = 1.728, p = 0.032). Despite outdoor aridity, public surfaces in Riyadh harbored diverse pathogens. The link between heat and viral detection suggests indoor microclimates drive persistence during hot seasons, necessitating targeted hygiene measures in high-risk nodes. Full article
(This article belongs to the Special Issue Pathogens, Infections, and Public Health)
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21 pages, 3147 KB  
Article
Comparative Analysis of Apron Capacity with the Progressive Introduction of Hydrogen-Powered Aircraft
by Federico Del Duca, Giulia Del Serrone, Paola Di Mascio, Federica Frammartino, Eleonora Luciano and Laura Moretti
Infrastructures 2026, 11(3), 83; https://doi.org/10.3390/infrastructures11030083 - 6 Mar 2026
Cited by 1 | Viewed by 592
Abstract
Aviation is currently facing one of its greatest challenges: reconciling growing traffic demand with the need to drastically reduce climate-altering emissions. Hydrogen has emerged as one of the most promising alternatives to decarbonize air transport. However, it poses significant challenges related to cryogenic [...] Read more.
Aviation is currently facing one of its greatest challenges: reconciling growing traffic demand with the need to drastically reduce climate-altering emissions. Hydrogen has emerged as one of the most promising alternatives to decarbonize air transport. However, it poses significant challenges related to cryogenic storage, safety, and the adaptation of the airport infrastructure. Aprons represent a critical issue, as the increased volume of fuel tanks and different refueling protocols directly impact airport operational capacity. This research fits within this framework by analyzing a Code 4E Italian airport over three time horizons: 2025, with an all-kerosene fleet; 2035, with a 25% penetration of hydrogen-powered class A and B aircraft; and 2045, with a further increase in the hydrogen share (75% class A and B and 15% class C). The study evaluates apron capacity using fast-time simulation and compares the outcomes with an analytical model. The results show good consistency between theoretical and simulated capacity. The 2035 and 2045 scenarios with the introduction of hydrogen-powered aircraft show a reduction in apron capacity between 16% and 5% compared to conventional scenarios. Full article
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18 pages, 3855 KB  
Article
Airports in SUMP: Multi-Criteria Sustainability Assessment
by Marcin Jacek Kłos, Grzegorz Sierpiński, Grażyna Rosa, Leszek Mindur and Maciej Mindur
Sustainability 2026, 18(5), 2369; https://doi.org/10.3390/su18052369 - 28 Feb 2026
Viewed by 525
Abstract
Modern urban transport systems face the critical challenge of fully integrating regional and international hubs into local mobility strategies. This article addresses the role of airports in shaping sustainable urban mobility, with a specific focus on their inclusion in Sustainable Urban Mobility Plans [...] Read more.
Modern urban transport systems face the critical challenge of fully integrating regional and international hubs into local mobility strategies. This article addresses the role of airports in shaping sustainable urban mobility, with a specific focus on their inclusion in Sustainable Urban Mobility Plans (SUMPs). Despite airports being major generators of passenger and freight traffic, they are often treated as isolated “transport islands” in spatial planning. The primary objective of this research is to develop and validate an original method for assessing the integration and transport accessibility of airports using the AirportSustainIndex. The methodology is based on a mathematical Weighted Sum Model (WSM), integrating twelve technical, economic, and environmental criteria, including travel times and costs for public vs. private transport, frequency of rail and bus connections, availability of electric vehicle infrastructure, and tariff integration. The analysis is supported by Geographic Information Systems (GIS) tools and OpenStreetMap data, allowing for a precise reflection of real-world network accessibility. The study covers two significant aviation hubs in Poland: Katowice Airport in Pyrzowice and Poznań-Ławica Airport. The results reveal a paradox: Katowice Airport, despite its significant distance from the agglomeration center (approx. 36 km), achieved a markedly higher sustainability index (0.554) than Poznań-Ławica Airport (0.301), which is located close to the city center (approx. 7 km). Key factors determining this outcome include the high frequency of metropolitan bus lines (“M” lines), the implementation of new rail infrastructure, and a coherent parking policy for low-emission vehicles. The article demonstrates that physical distance from the center is not the primary barrier to building sustainable mobility, provided that high intermodality and integration within the SUMP framework are ensured. The presented research tool is universal and can be applied by policymakers and urban planners to optimize airport-city connectivity, a necessary condition for achieving EU climate goals in the transport sector. Full article
(This article belongs to the Special Issue Smart Mobility for Sustainable Development)
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15 pages, 787 KB  
Article
Psychological Drivers of Carbon Offset Choice and Spending in Air Travel: Extension of the Value–Belief–Norm Framework
by Jakkawat Laphet and Karun Kidrakarn
Tour. Hosp. 2026, 7(3), 62; https://doi.org/10.3390/tourhosp7030062 - 25 Feb 2026
Cited by 1 | Viewed by 953
Abstract
This study investigates the psychological mechanisms underlying tourists’ carbon offset behavior in air travel by distinguishing between offset choice (OC) and offset spending (OS). Grounded in the Value–Belief–Norm (VBN) framework, the model integrates Environmental Value and Literacy (EVL), Green Identity and Social Motives [...] Read more.
This study investigates the psychological mechanisms underlying tourists’ carbon offset behavior in air travel by distinguishing between offset choice (OC) and offset spending (OS). Grounded in the Value–Belief–Norm (VBN) framework, the model integrates Environmental Value and Literacy (EVL), Green Identity and Social Motives (GISM), Trust and Risk Perception (TRP), Personal Norm Activation (PNA), and Perceived Effectiveness (PEF). Data were collected onsite from 500 international and domestic tourists at Suvarnabhumi International Airport, Thailand, between June and July 2025, and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The results indicate that EVL and GISM significantly enhance both PNA and PEF, which in turn exert strong positive effects on OC and OS. PNA emerges as the strongest predictor of both participation and financial commitment, highlighting the central role of moral obligation in motivating carbon offset behavior. While TRP significantly strengthens personal moral norms, its direct effect on Perceived Effectiveness is not significant, suggesting that trust primarily operates through ethical pathways rather than cognitive evaluations of program effectiveness. By distinguishing between participation decisions and spending behavior, this study extends VBN theory to the context of carbon offsets in aviation and demonstrates the mediating roles of moral norms and Perceived Effectiveness in translating environmental values and social identity into compensatory climate action. The findings offer practical implications for airlines and policymakers, emphasizing the importance of moral framing, transparency, and social identity engagement to promote voluntary carbon offset adoption in emerging carbon markets. Full article
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11 pages, 224 KB  
Entry
Oral Health in the Remote Archipelago of Tuvalu
by Luca Mirabelli and Edoardo Bianco
Encyclopedia 2026, 6(2), 46; https://doi.org/10.3390/encyclopedia6020046 - 11 Feb 2026
Viewed by 735
Definition
This entry paper explores the multifaceted oral health crisis in the Pacific island nation of Tuvalu, a remote archipelago of nine coral atolls. It delves into the severe burden of oral diseases, such as early childhood caries (ECC) and periodontitis, which are rampant [...] Read more.
This entry paper explores the multifaceted oral health crisis in the Pacific island nation of Tuvalu, a remote archipelago of nine coral atolls. It delves into the severe burden of oral diseases, such as early childhood caries (ECC) and periodontitis, which are rampant within its population of just over 11,000. The analysis investigates the primary drivers of this crisis, including a significant dietary transition towards imported, ultra-processed foods, compounded by profound socioeconomic challenges and a lack of public health literacy. The paper critically examines the systemic failures of the national healthcare system, characterized by the absence of a formal oral health policy and a critically inadequate dental workforce, which forces residents to seek complex care abroad. Furthermore, it highlights how extreme geographic isolation and severely limited air connectivity function as direct barriers to accessing essential services, rendering specialized treatments like orthodontics and effective management of dental emergencies virtually impossible. In response to these challenges, the paper discusses innovative, forward-looking solutions, including the potential of teledentistry to bridge service gaps, the strategic development of regional medical or dental hubs in proximity to the biggest airports to centralize care, and the necessity of integrating oral health into broader strategies for economic development and climate resilience. Full article
(This article belongs to the Collection Encyclopedia of Hygiene)
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23 pages, 16392 KB  
Article
Understanding the Impacts of Climate Change and Landcover/Land Use Transformations on Highlands Hydrological Ecosystem Services in the Piuray–Ccorimarca Watershed (Andean Cordillera of Peru)
by Cristian Montesinos, Danny Saavedra, Luc Bourrel, Pedro Rau, Renny Daniel Diaz and Waldo Lavado-Casimiro
Climate 2026, 14(2), 49; https://doi.org/10.3390/cli14020049 - 6 Feb 2026
Cited by 2 | Viewed by 4017
Abstract
Watersheds provide fundamental hydrological ecosystem services for human well-being and the environment, such as water provisioning, hydrological cycle regulation, and erosion control; however, these services face increasing anthropogenic and climatic pressures. This study assessed individual and combined impacts on the hydrological functionality of [...] Read more.
Watersheds provide fundamental hydrological ecosystem services for human well-being and the environment, such as water provisioning, hydrological cycle regulation, and erosion control; however, these services face increasing anthropogenic and climatic pressures. This study assessed individual and combined impacts on the hydrological functionality of the Piuray–Ccorimarca watershed (Cusco, Peru) using a calibrated Soil and Water Assessment Tool (SWAT) model, analyzing water yield, soil water storage, and sediment transport across 20 scenarios. An ensemble of 10 Coupled Model Intercomparison Project Phase 6 (CMIP6) models with bias correction was implemented, integrated with land transformation projections contemplating urban expansion associated with airport development and forest recovery through Payment for Ecosystem Services mechanisms. The results reveal climate change as the dominant driver, generating water yield increases and soil water content improvements primarily due to evapotranspiration decoupling that increases the runoff coefficient. In contrast, land use change produces substantially smaller hydrological effects but critically intensifies sediment yield. Spatial vulnerability analysis identified eight persistently critical sub-basins (20.5% of area) where soil water content emerged as the dominant limiting factor. These findings establish a clear management hierarchy prioritizing climate adaptation over land use interventions, with differentiated strategies required for critical zones demanding structural interventions versus non-critical areas amenable to flexible conservation approaches. Full article
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20 pages, 1576 KB  
Article
Climate Warming at European Airports: Human Factors and Infrastructure Planning
by Jonny Williams, Paul D. Williams and Marco Venturini
Aerospace 2026, 13(2), 127; https://doi.org/10.3390/aerospace13020127 - 28 Jan 2026
Viewed by 588
Abstract
Temperature and related thermal comfort metrics at a representative 9-member ensemble of airports in Europe are presented using a combination of historical (1985–2014) and future projection (2035–2064) timescales under a variety of forcing scenarios. Data are shown for summer (June–July–August) and the nine [...] Read more.
Temperature and related thermal comfort metrics at a representative 9-member ensemble of airports in Europe are presented using a combination of historical (1985–2014) and future projection (2035–2064) timescales under a variety of forcing scenarios. Data are shown for summer (June–July–August) and the nine sites are further grouped into ‘oceanic’, ‘continentally influenced’, and ‘Mediterranean coastal’ climate types, which ameliorates visualisation and provides more generalised policy-relevant results. Using the Humidex metric, it is shown that some airports in southern Europe may enter a ‘dangerous’ (>45 °C) regime of human discomfort. This would be accompanied by economic impacts related to longer mandated rest periods for ground workers, as well as increased water intake and changes to health and safety training. The coincidence of the 38 °C flash point of kerosene jet fuel with perturbed daily maximum temperature occurrence thresholds at some sites will likely also have knock-on effects on safety practices since some sites may experience 70% of future summer days with temperatures exceeding this value. Using an 18 °C threshold for defining cooling and heating ‘degree days’, increases in cooling requirements are projected to be larger than reductions in heating for continental and Mediterranean sites, and heatwave occurrence (3 or more days at or above the 95th historical percentile) may increase by a factor of 10. From a building and infrastructure services perspective, increased temperature variability around larger average values has the potential to reduce safe runway lifetimes and increase structural fatigue in large-span steel terminal buildings. Full article
(This article belongs to the Section Air Traffic and Transportation)
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20 pages, 4564 KB  
Article
On-Ground Photovoltaic Plants Designed to Recharge Aircraft Batteries
by Musab Hammas Khan, Patrizia Lamberti, Elisabetta Sieni and Vincenzo Tucci
Energies 2025, 18(24), 6473; https://doi.org/10.3390/en18246473 - 10 Dec 2025
Cited by 1 | Viewed by 1553
Abstract
To explore the potential of solar energy in the pursuit of a more sustainable aviation sector, this research examines the feasibility of solar photovoltaic systems for battery recharge of electric or electric hybrid aircraft deployed at four airports in North Africa and North, [...] Read more.
To explore the potential of solar energy in the pursuit of a more sustainable aviation sector, this research examines the feasibility of solar photovoltaic systems for battery recharge of electric or electric hybrid aircraft deployed at four airports in North Africa and North, Central, and South Europe, respectively: Cairo International, London Heathrow, Milan Malpensa, and Rome Fiumicino. Employing PVGIS software with Google Maps, a site-specific photovoltaic array can be designed, optimizing module tilt and orientation to maximize solar energy collection across various climatic conditions. The energy production of the photovoltaic systems at the selected airports is compared to the energy demand required for the annual recharge of the batteries (28 MWh each) used in a widely popular medium-range aircraft, the Airbus A320. Although the calculated amount of energy, allowing for daily capacities ranging from 6 to 10 batteries on average, is insufficient to support the extensive demand associated with the typical air traffic in such airports, the potential of solar energy to decarbonize aircraft seems an appropriate approach to be pursued. Locations with limited solar access necessitate hybrid solutions, especially in sunny regions. Full article
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27 pages, 5009 KB  
Article
From Potential Routes to Climate Impact: Assessing the Fleet Transition to Hydrogen-Powered Aircraft
by Gabriele Sirtori and Lorenzo Trainelli
Aerospace 2025, 12(12), 1075; https://doi.org/10.3390/aerospace12121075 - 1 Dec 2025
Cited by 4 | Viewed by 1384
Abstract
The paper presents a methodology aiming to assess the impact of operations of a short- and medium-range fleet transitioning from jet fuel to hydrogen propulsion, considering the constraint arising from the distribution of hydrogen refueling infrastructures across airports, leveraging on the different performance [...] Read more.
The paper presents a methodology aiming to assess the impact of operations of a short- and medium-range fleet transitioning from jet fuel to hydrogen propulsion, considering the constraint arising from the distribution of hydrogen refueling infrastructures across airports, leveraging on the different performance of the two sub-fleets to obtain the least climate-impacting transition. Hydrogen tankering will enable flights to airports that have no hydrogen refueling capabilities, as long as the destination is within half of the operational range of the selected aircraft, at the cost of a slight increase in fuel burn. The proposed methodology aims to assess said increase, while minimizing the expenditure for hydrogen, and the coverage of a reference network, achievable when considering aircraft performance and assumptions on the availability and cost of hydrogen at various airports. The results of such analysis can be used to determine whether a reduction in the design range of a given aircraft is acceptable. Such a reduction would mitigate the impact that the hydrogen tank has on the sizing of the aircraft and its performance. Depending on the considered scenario, a network potential coverage spanning from 81% to 96% can be achieved. Starting from this result, it is possible to assess the transition of a short-haul airliner fleet from jet fuel to hydrogen propulsion, considering the constraint arising from the distribution of hydrogen refueling infrastructures across airports and the different performances (energetic, environmental and economic) of the two sub-fleets. The aircraft assignment to each route is performed with the objective of minimizing either the energy, the carbon intensity or the fuel cost of the overall network, obtaining different route assignment distributions. The results show that the aviation-induced temperature change can be reduced by up to 57% compared to an all-jet-fuel fleet. Full article
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15 pages, 4743 KB  
Article
Analysis of Spatiotemporal Changes in NDVI-Derived Vegetation Index and Its Influencing Factors in Kunming City (2000 to 2020)
by Yanling Peng and Hede Gong
Forests 2025, 16(12), 1781; https://doi.org/10.3390/f16121781 - 27 Nov 2025
Viewed by 701
Abstract
Vegetation is a fundamental component of ecosystems and plays a vital role in maintaining ecological processes. It contributes to soil conservation, climate regulation, and landscape quality. Kunming, widely known as the “Spring City,” relies heavily on vegetation to sustain its ecological and social [...] Read more.
Vegetation is a fundamental component of ecosystems and plays a vital role in maintaining ecological processes. It contributes to soil conservation, climate regulation, and landscape quality. Kunming, widely known as the “Spring City,” relies heavily on vegetation to sustain its ecological and social environment. This study employs moderate resolution imaging spectroradiometer (MODIS) and Normalized Difference Vegetation Index (NDVI) data in combination with temperature, precipitation, population, and gross domestic product (GDP) records to analyze the spatiotemporal dynamics and driving factors of NDVI-derived vegetation index in Kunming from 2000 to 2020 using trend and correlation analyses. We derived fractional vegetation coverage (FVC) from MODIS NDVI using the pixel dichotomy model, analyzed its temporal trends with linear regression, and applied pixel-wise Pearson correlation analysis to identify the spatial relationship between FVC and precipitation. The main findings can be summarized as follows: (1) The NDVI-derived vegetation index pattern in Kunming is generally higher in the west than in the east and higher in mountainous areas than in plains and basins. From 2000 to 2020, overall NDVI-derived vegetation index increased, with the mean NDVI rising from 0.48 to 0.545. Notably, the NDVI values in 2010 and 2012 declined sharply, likely due to drought conditions caused by reduced rainfall in the preceding years. (2) During the study period, 26.86% of the area showed moderate (NDVI slope: 0.005–0.016) improvement and 10.35% showed significant (NDVI slope: 0.016–0.063) improvement, while 10.28% exhibited degradation. Spatially, improvements were concentrated in Xundian County, parts of Dongchuan District, northern Luquan County, and northern border areas adjoining Yiliang and Shilin Counties. Areas with clear degradation were primarily located in Kunming’s main urban area and along the corridor from the airport to Songming. (3) Correlation analysis revealed that 53.3% of areas exhibited a positive relationship between temperature and NDVI-derived vegetation index, while 18.6% showed a significant negative correlation, mainly in the lower Pudu River basin, the Fumin–Luquan border, and the basin areas of Songming and Shilin Counties. This negative relationship may be attributed to increased evapotranspiration under higher temperatures, which exacerbates soil moisture loss and imposes drought stress on vegetation, thereby inhibiting plant growth. Similarly, 53% of areas showed a positive correlation between precipitation and FVC, whereas only 8.3% showed a significant negative correlation, underscoring the strong influence of precipitation on vegetation dynamics in Kunming. (4) Over the past two decades, Kunming’s GDP increased tenfold. In comparison with NDVI-derived vegetation index data for the same period, this indicates that areas of higher GDP are often associated with lower NDVI-derived vegetation index. Full article
(This article belongs to the Special Issue Abiotic and Biotic Stress Responses in Trees Species—2nd Edition)
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