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22 pages, 7991 KB  
Article
Spatiotemporal Variability of Tropical Cyclone Activity over the Arabian Sea (1982–2021): Tracks, Energy Metrics, and Duration
by Ali B. Almahri, Hosny M. Hasanean and Abdulhaleem H. Labban
Atmosphere 2026, 17(4), 389; https://doi.org/10.3390/atmos17040389 (registering DOI) - 12 Apr 2026
Abstract
Tropical cyclones (TCs) are among the most dangerous types of weather, originate over warm tropical oceans and can seriously harm people, infrastructure, ecosystems, and country economies. The Arabian Sea is an important area for the development of TCs, but not much research has [...] Read more.
Tropical cyclones (TCs) are among the most dangerous types of weather, originate over warm tropical oceans and can seriously harm people, infrastructure, ecosystems, and country economies. The Arabian Sea is an important area for the development of TCs, but not much research has been done on how cyclones behave there over time and in different seasons. This study looks at TC activity over the Arabian Sea from 1982 to 2021, focusing on TC tracks, energy metrics, including the accumulated cyclone energy (ACE) and power dissipation index (PDI), and TC duration. The results show a big change in TC tracks over time and between seasons. In the pre-monsoon, northwest and northeast tracks are the dominant tracks, whereas in the post-monsoon, northwest and westward tracks are the most common. There has been a big increase in the ACE, the PDI, and the lifespan of TCs, especially in the post-monsoon season, over the second half of the study. The study also looks at how large-scale synoptic characteristics, like sea surface temperature (SST), vertical wind shear (VWS), upper-level winds, sea level pressure (SLP), and relative humidity (RH) affect the behavior of TCs. The results show that higher SSTs and lower VWSs have made TCs stronger and last longer. Also, upper-level winds, SLP, and RH are significant for changing the paths of TCs. This study provides a comprehensive, seasonally resolved look at how TC activity has changed over the past four decades in the Arabian Sea. It also gives us new insights into how environmental factors have affected TC behavior over time. Full article
(This article belongs to the Section Climatology)
19 pages, 6813 KB  
Article
Effect of Various Parapets Configurations on Wind Loads of Single Slope Overhead Photovoltaic Roof
by Yajun Hu and Yonggui Li
Appl. Sci. 2026, 16(8), 3715; https://doi.org/10.3390/app16083715 - 10 Apr 2026
Viewed by 42
Abstract
In modern society, distributed photovoltaics are widely used, and overhead photovoltaic roofs are favored for their many advantages; however, they are vulnerable to failure during high-wind events. Parapets are common auxiliary structures on building rooftops. Wind tunnel testing was employed to investigate the [...] Read more.
In modern society, distributed photovoltaics are widely used, and overhead photovoltaic roofs are favored for their many advantages; however, they are vulnerable to failure during high-wind events. Parapets are common auxiliary structures on building rooftops. Wind tunnel testing was employed to investigate the effects of parapet configurations on wind pressures acting on overhead photovoltaic (PV) roofs. Results show that wind suction dominates, with maximum negative pressure consistently at the windward corner leading edge. A solid parapet significantly increases the maximum mean pressure coefficient, whereas perforated parapets have little effect. In most cases, parapets reduce fluctuating pressure coefficients. Extreme pressure distribution exhibits significant regional characteristics, with the most unfavorable area at the roof corner. The solid parapet increases unfavorable extreme values at the corner. Horizontal and rectangular grid parapets reduce extreme pressure coefficients at the high-eave corner with minimal impact on the low-eave corner, while the vertical parapet increases values at the low-eave corner. Under the conditions of this experiment, among the four parapet types, the horizontal and rectangular grid parapets have little effect on the mean wind pressure and significantly reduce the peak wind pressure, thereby helping to ensure the wind resistance safety of the photovoltaic roof. Full article
(This article belongs to the Special Issue Structural Wind Engineering: Latest Advances and Applications)
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38 pages, 4882 KB  
Article
Market Operation Strategy for Wind–Hydro-Storage in Spot and Ramping Service Markets Under the Ramping Cost Responsibility Allocation Mechanism
by Yuanhang Zhang, Xianshan Li and Guodong Song
Energies 2026, 19(7), 1799; https://doi.org/10.3390/en19071799 - 7 Apr 2026
Viewed by 168
Abstract
The ramping requirement in new power systems primarily stems from net load variations and forecast errors of renewable energy and load. Designing an equitable cost allocation mechanism for ramping services based on these factors facilitates incentives for generation and load to actively reduce [...] Read more.
The ramping requirement in new power systems primarily stems from net load variations and forecast errors of renewable energy and load. Designing an equitable cost allocation mechanism for ramping services based on these factors facilitates incentives for generation and load to actively reduce ramping demands, thereby alleviating system ramping pressure. Accordingly, this paper proposes a fair ramping cost allocation mechanism based on the ramping responsibility coefficients of market participants. Under this mechanism, a market-oriented operation model for wind–hydro-storage joint operation is established to verify its effectiveness in market applications. First, a ramping cost allocation mechanism is constructed based on ramping responsibility coefficients. According to the responsibility coefficients of market participants for deterministic and uncertain ramping requirements, ramping costs are allocated to the corresponding contributors in proportion to the ramping demands caused by net load variations, load forecast deviations, and renewable energy forecast deviations. Specifically, for costs arising from renewable energy forecast errors, an allocation mechanism is designed based on the difference between the declared error range and the actual error. Second, within this allocation framework, hydropower and storage (including cascade hydropower and hybrid pumped storage) are utilized as flexible resources to mitigate wind power uncertainty and reduce its ramping costs. A two-stage day-ahead and real-time bi-level game model for wind–hydro-storage cooperative decision-making is developed. The upper level optimizes bilateral trading and market bidding strategies for wind–hydro-storage, while the lower level simulates the market clearing process. Through Stackelberg game modeling, joint optimal operation of wind–hydro-storage is achieved, ensuring mutual benefits. Finally, simulation results validate that the proposed ramping cost allocation mechanism can guide renewable energy to improve output controllability through economic signals. Furthermore, the bilateral trading and coordinated market participation of wind–hydro-storage realize win–win outcomes, reduce the ramping cost allocation for wind power by 23.10%, effectively narrow peak-valley price differences, and enhance market operational efficiency. Full article
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29 pages, 9702 KB  
Article
Compound Flood Socio-Economic Risk Assessment in Klaipėda City for Sustainable and Climate-Resilient Urban Development
by Erika Vasiliauskienė, Aistė Andriulė, Beatričė Pargaliauskytė, Kristina Skiotytė-Radienė and Inga Dailidienė
Sustainability 2026, 18(7), 3627; https://doi.org/10.3390/su18073627 - 7 Apr 2026
Viewed by 161
Abstract
Extreme hydrometeorological events are occurring more often under climate change, increasing the risk for cities in coastal zones and lower river reaches. Such areas are prone to compound flooding (CF), where flood duration and magnitude are amplified by the combined effects of storm [...] Read more.
Extreme hydrometeorological events are occurring more often under climate change, increasing the risk for cities in coastal zones and lower river reaches. Such areas are prone to compound flooding (CF), where flood duration and magnitude are amplified by the combined effects of storm surges, onshore winds, long-term sea-level rise, and increasingly frequent rainfall-driven floods. This study assesses the socio-economic risk of residential neighbourhoods (RNs) along the lower reach of the Danė River in the city of Klaipėda, Lithuania, using a composite socio-economic risk index (CSERI) developed in this study under an extreme flood scenario, if the sea level in the south-eastern Baltic Sea rises by 1 m by the end of the century. The results show a strong relationship between water levels in the Klaipėda Strait and the lower reach of the Danė River, confirming a CF regime, where flood magnitude is driven by the interaction between strait water level and river discharge. The CSERI is based on five risk sub-indices (SIs): the building risk SI, road infrastructure risk SI, population risk SI, economic entities risk SI, and cultural heritage risk SI. The assessment identifies RNs at greatest risk under climate change and anthropogenic pressure and indicates priority areas for adaptation measures to reduce potential socio-economic losses. The proposed CSERI provides a practical decision-support tool for sustainable and climate-resilient urban development in coastal cities. Full article
(This article belongs to the Special Issue Sustainable Use of Water Resources in Climate Change Impacts)
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24 pages, 762 KB  
Review
Assessing the Feasibility of Repurposing the Existing Natural Gas Pipelines for Hydrogen Transport—A Comprehensive Review
by Oluwole Foluso Ayodele and Dallia Ali
Processes 2026, 14(7), 1182; https://doi.org/10.3390/pr14071182 - 7 Apr 2026
Viewed by 323
Abstract
In a bid to investigate the optimum transportation method for offshore wind-produced hydrogen (H2) and assess the feasibility of repurposing the existing oil and gas infrastructure for H2 transmission, this paper assesses the existing H2 transportation methods with a [...] Read more.
In a bid to investigate the optimum transportation method for offshore wind-produced hydrogen (H2) and assess the feasibility of repurposing the existing oil and gas infrastructure for H2 transmission, this paper assesses the existing H2 transportation methods with a comprehensive review of the H2 impact on the existing natural gas pipeline infrastructure. To establish the possibility of repurposing the existing natural gas (NG) pipelines for H2 gas transport, this paper reviews the influential technical measures—composition, pressure, temperature, volumetric energy density, density, and pressure drop—to assess whether the characteristics of hydrogen gas are compatible with the natural gas pipeline infrastructure. Based on these reviews, it was found that the current NG pipeline pressure exacerbates the H2 embrittlement; for the existing NG pipelines to be repurposed, the operating pressure should be reduced, and the pipeline material should be revised. It was found that higher strength steels can be re-used with major modifications, or the pipeline should be constructed from material grade X52 or below. Nevertheless, the fitness of the existing NG pipelines for H2 transmission should be assessed on a case-by-case basis and other factors such as erosion, leakage, pressure cycling, monitoring (e.g., distributed fiber-optic sensing technology) and a rigorous assessment of welds and joints should also be considered. Full article
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16 pages, 1971 KB  
Article
Dynamic Influence of ENSO on Interannual Sea Level Variability in the South China Sea and the Modulating Role of the PDO
by Menglu Wang, Juan Li, Jianhu Wang, Yiqiu Yang, Weiwei Shao and Wenya Ji
J. Mar. Sci. Eng. 2026, 14(7), 681; https://doi.org/10.3390/jmse14070681 - 6 Apr 2026
Viewed by 269
Abstract
Interannual variability of sea level anomalies (SLA) in the South China Sea (SCS) is significantly influenced by large-scale climate modes; however, their temporal evolution and interdecadal modulation mechanisms remain insufficiently understood. Based on observational records and ERA5 reanalysis data spanning 1980–2022, this study [...] Read more.
Interannual variability of sea level anomalies (SLA) in the South China Sea (SCS) is significantly influenced by large-scale climate modes; however, their temporal evolution and interdecadal modulation mechanisms remain insufficiently understood. Based on observational records and ERA5 reanalysis data spanning 1980–2022, this study employs a Bayesian Dynamic Linear Model (DLM) to quantify the time-varying impacts of El Niño-Southern Oscillation (ENSO) on interannual SLA variability across different subregions of the SCS and further investigates the modulation effect of the Pacific Decadal Oscillation (PDO) background state. The results indicate that ENSO is a key climatic driver of interannual SLA variability in the SCS; nevertheless, its influence exhibits pronounced non-stationarity, with dynamic regression coefficients showing clear phase-dependent fluctuations throughout the study period. The northern and eastern subregions display stronger responses to ENSO forcing, whereas the southern and western subregions exhibit relatively weaker signals. The negative phase of the PDO enhances the ENSO-SLA relationship, while the positive phase weakens it, with sign reversals occurring in certain subregions. Correlation analyses further suggest that ENSO influences SLA primarily through wind stress anomalies induced by sea level pressure (SLP) gradients, which regulate Ekman transport, whereas the PDO exerts an indirect effect mainly by modifying the large-scale background circulation structure. Full article
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14 pages, 7343 KB  
Article
Experimental Investigation of Shock Boundary/Layer Interaction on a Fan Profile Under Various Inlet Conditions
by Ahmed H. Hanfy, Piotr Kaczynski, Piotr Doerffer and Pawel Flaszynski
Int. J. Turbomach. Propuls. Power 2026, 11(2), 16; https://doi.org/10.3390/ijtpp11020016 - 3 Apr 2026
Viewed by 284
Abstract
Transonic compressors encounter significant challenges from shock formations due to high-speed supersonic blade tips, particularly at high altitudes where lower Reynolds numbers result in laminar boundary layer separation and increased mixing losses. Understanding shock wave–boundary layer interaction (SBLI) is essential for improving compressor [...] Read more.
Transonic compressors encounter significant challenges from shock formations due to high-speed supersonic blade tips, particularly at high altitudes where lower Reynolds numbers result in laminar boundary layer separation and increased mixing losses. Understanding shock wave–boundary layer interaction (SBLI) is essential for improving compressor performance. This study examines SBLI under varying Reynolds numbers, simulating higher altitude conditions in a transonic blow-down wind tunnel. Using an inlet valve setup to control inflow total pressure and Reynolds numbers, this study also reveals an increase in turbulence. The findings indicate that laminar-to-turbulent transition occurs upstream of the shock wave, resulting in interaction with a turbulent boundary layer, even at lower Reynolds numbers. Full article
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15 pages, 3835 KB  
Article
Basic Study on Cavitation Erosion by Liquid-Droplet Impingements on Wind Turbine Blade of Metallic Material
by Nobuyuki Fujisawa
Energies 2026, 19(7), 1771; https://doi.org/10.3390/en19071771 - 3 Apr 2026
Viewed by 321
Abstract
Rain erosion is a critical issue for the development of wind power generation because it limits the lifetime of wind turbine blades. To clarify the erosion initiation mechanism in wind turbine blades of metallic material, pit formation and erosion initiation on a smooth [...] Read more.
Rain erosion is a critical issue for the development of wind power generation because it limits the lifetime of wind turbine blades. To clarify the erosion initiation mechanism in wind turbine blades of metallic material, pit formation and erosion initiation on a smooth wet wall of aluminum materials A3003 and annealed A5052 were investigated; water droplets were impinged on the wall using a pulsed-jet tester; and combined theoretical and numerical studies were performed by considering the influence of the water film on the wall. Although the theoretical and numerical impact pressures were much lower than the offset yield strength of the materials, random pit formation and erosion initiation were observed on the target material. To clarify the reason for this, the occurrence of cavitation erosion was investigated based on the numerical pressure distribution of a droplet impacting a wet wall. The numerical results showed that the pressures in the droplet center and water film became lower than the saturated vapor pressure, suggesting the occurrence of cavitation erosion. Furthermore, a similar pit formation and erosion initiation were observed on the wall material in the acoustic cavitation test under the cavitation erosion condition. These results indicate that the pit formation could have been caused by the high impact pressure caused by the micro-jet mechanism that occurs when a droplet impacts the wet wall. This could potentially explain the mechanism of the more severe erosion in the actual wind turbine blade than was expected. Full article
(This article belongs to the Section A3: Wind, Wave and Tidal Energy)
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23 pages, 8683 KB  
Article
Enhancements of an Ocean Radar System for Improved Wind Observations in Weather Monitoring Operations
by David Hui, Ching-Chi Lam, Pak-Wai Chan, Caijing Huang and Shu Yang
Appl. Sci. 2026, 16(7), 3497; https://doi.org/10.3390/app16073497 - 3 Apr 2026
Viewed by 312
Abstract
In March 2021, a trial operation set of ocean radar was first introduced in Hong Kong, and then in early 2022 became stably paired up with one operated by the South China Sea Bureau of the Ministry of Natural Resources of China for [...] Read more.
In March 2021, a trial operation set of ocean radar was first introduced in Hong Kong, and then in early 2022 became stably paired up with one operated by the South China Sea Bureau of the Ministry of Natural Resources of China for filling up the meteorological data void over the eastern part of the South China coastal waters. The ocean radar has undergone various enhancements of hardware and software over the years and has reached a stage of providing useful wind observations for weather monitoring purposes in the majority of cases. This paper documents the novel features of the hardware and software of the ocean radar. The performance of the derived wind and other data from the ocean radar is studied by comparing with two sets of weather buoy observations over an extended period of time (one year from June 2024 to July 2025). The quality of the wind data is considered to be reasonable as compared with the international standards of wind measurement errors. The application of the ocean radar wind observations in monitoring different weather systems is also described, including monsoon surges, surface troughs of low pressure, rainstorms and tropical cyclones. The radar is still found to have difficulties in retrieving the winds of high strength (hurricane force winds) and the circulating flow at the same time. Further research work with the ocean radar is also discussed. Full article
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22 pages, 23006 KB  
Article
Wind Effects of Surrounding Structures in an Urban Area on a High-Rise Building by Computational Fluid Dynamics
by Citlali Villalobos-García, Luis Francisco Pérez-Moreno, Iván Fermín Arjona-Catzim and Enrique Rico-García
Wind 2026, 6(2), 16; https://doi.org/10.3390/wind6020016 - 2 Apr 2026
Viewed by 208
Abstract
Wind design aims to ensure the stability, safety, and durability of a structure exposed to wind forces. This comparative study using Computational Fluid Dynamics (CFD) was conducted to evaluate the effects of surrounding structures in wind building design. Two scenarios were analyzed: the [...] Read more.
Wind design aims to ensure the stability, safety, and durability of a structure exposed to wind forces. This comparative study using Computational Fluid Dynamics (CFD) was conducted to evaluate the effects of surrounding structures in wind building design. Two scenarios were analyzed: the first, in which the building was exposed to an open field, and the second, in which the building was surrounded by other buildings of equal or lower height. A CFD model, previously calibrated with experimental data, was used to simulate wind behavior. The results obtained showed significant differences between the two scenarios, confirming that nearby structures have a considerable impact on the distribution of wind pressures on the building. Therefore, the importance of considering surrounding buildings is highlighted. CFD could be a useful complementary tool for obtaining pressure coefficients and for detailed analyses of wind behavior, which could improve the design and safety of buildings under wind loads. Full article
(This article belongs to the Special Issue Wind Effects on Civil Infrastructure)
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16 pages, 3658 KB  
Article
Runoff and Sediment Flux on the North Coast of KwaZulu-Natal: Counter-Acting Beach Erosion from Rising Seas?
by Mark R. Jury
Coasts 2026, 6(2), 13; https://doi.org/10.3390/coasts6020013 - 1 Apr 2026
Viewed by 294
Abstract
A remote analysis of coastal sedimentation in northern KwaZulu-Natal (KZN), South Africa, describes how summer runoff and winter wave-action operate within a highly variable climate. Despite rising sea levels, the sediment flux can sustain beaches under certain conditions. Daily satellite red-band reflectivity and [...] Read more.
A remote analysis of coastal sedimentation in northern KwaZulu-Natal (KZN), South Africa, describes how summer runoff and winter wave-action operate within a highly variable climate. Despite rising sea levels, the sediment flux can sustain beaches under certain conditions. Daily satellite red-band reflectivity and ocean–atmosphere reanalysis datasets were studied over the period of 2018–2025. Statistical results indicate that streamflow discharges are spread northward by oblique wave-driven currents. Sediment concentrations peak during late winter (>1 mg/L, May–October) when deep turbulent mixing (>40 m) mobilizes sand from the seabed. A case study from September 2021 revealed that ridging high-pressure/cut-off low weather patterns can simultaneously increase streamflow, wave energy, and wind power, creating a surf-zone sediment conveyor along the coast of northern KZN. Long-term climate diagnostics from 1981 to 2025 reveal upward trends in coastal runoff, vegetation, and turbidity (0.29 σ/yr) that point to an increasingly vigorous water cycle. The warming of the southeast Atlantic intensifies the sub-tropical upper-level westerlies and late winter storms over southeast Africa. These processes occur in 5–8 year cycles and drive shoreline advance and retreat, from accretion ~1 T/m and storm surge inundations up to 5.5 m. Using Digital Earth, it was noted that ~1/4 of beaches around Africa are gaining sediment while ~1/3 are eroding. Although remote information could not close the sediment budget, realistic estimates of long-shore transport in the surf-zone (>104 kg/yr/m) and on the beach (>103 kg/yr/m) were calculated. These provide an emerging explanation for the resilience of northern KZN beaches, as sea levels rise at a rate of 0.6 cm/yr. Full article
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28 pages, 2004 KB  
Review
Hybrid Renewable Energy Systems for Islands: A Configurations-Based Review
by Pandu Kristian Prayoga Simamora and Gregorio Iglesias
Sustainability 2026, 18(7), 3372; https://doi.org/10.3390/su18073372 - 31 Mar 2026
Viewed by 183
Abstract
Small- and medium-sized islands struggle to secure reliable, affordable, low-carbon electricity due to their isolation, scarce land, and reliance on imported fossil fuels. Hybrid renewable energy systems (HRESs) offer a way forward, but research has focused overwhelmingly on solar–wind configuration. This review critically [...] Read more.
Small- and medium-sized islands struggle to secure reliable, affordable, low-carbon electricity due to their isolation, scarce land, and reliance on imported fossil fuels. Hybrid renewable energy systems (HRESs) offer a way forward, but research has focused overwhelmingly on solar–wind configuration. This review critically examines HRES configurations for islands (solar–wind, solar–marine current, and wind–wave), assessing how they match local resources, system needs, and constraints. The dominance of solar–wind hybrids is attributed to their mature technology and low costs, but marine-inclusive options can provide advantages such as better predictability, efficient land use, and multifunctionality in certain island settings. A cross-configuration analysis is conducted to compare the technology readiness, suitability, and deployment contexts of different hybrid configurations. The review also examines island-specific hurdles, including economic pressures, geographic remoteness, land limitation, environmental factors, and social issues, as well as the role of energy storage and diesel backup during the energy transition. Findings stress context-driven choices over technology biases, fostering resilient and locally tailored pathways for island energy transitions. Full article
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23 pages, 1818 KB  
Article
Design and Performance Evaluation of a Hybrid Renewable Energy System Integrating Wind, Diesel Generators, and Battery Storage for Remote Communities
by Samira Salari, Amin Etminan and Mohsin Jamil
Energies 2026, 19(7), 1676; https://doi.org/10.3390/en19071676 - 29 Mar 2026
Viewed by 345
Abstract
Climate change poses an urgent challenge to Canada’s sustainable development. The country experiences increasing extreme weather events, rising temperatures, and pressures on energy systems—particularly in remote northern regions. In Newfoundland and Labrador, isolated communities are vulnerable because reliance on diesel-based electricity increases greenhouse [...] Read more.
Climate change poses an urgent challenge to Canada’s sustainable development. The country experiences increasing extreme weather events, rising temperatures, and pressures on energy systems—particularly in remote northern regions. In Newfoundland and Labrador, isolated communities are vulnerable because reliance on diesel-based electricity increases greenhouse gas emissions, energy costs, and environmental risks, highlighting the need for resilient energy solutions. This study uses a systematic methodology combining literature review, local energy demand data, and site-specific wind resources to design and optimize hybrid renewable energy systems (HRESs) for Makkovik. It employs HOMER Pro and the Monte Carlo method to evaluate uncertainties in cost, fuel consumption, and renewable fraction. The objectives are to quantify how renewable integration can reduce emissions, improve energy reliability, and support sustainable development in remote communities. The novelty lies in combining location-specific modeling with probabilistic Monte Carlo analysis and providing robust, system-level insights into environmental and economic outcomes while guiding climate-resilient energy planning. The proposed HRES significantly mitigates climate change impacts, reducing annual CO2 emissions from 72,500 kg/year to 15,190 kg/year. Monte Carlo analysis indicates economic feasibility with a net present cost of $14.5 million, a levelized cost of electricity of 0.256 $/kWh, and diesel consumption reduced from 29,970 L/year to 5854 L/year. Wind energy provides 99.6% of total annual electricity, ensuring a high renewable fraction and reliable power, enhancing energy resilience and adaptation potential. This study demonstrates that a well-designed hybrid renewable energy system can deliver measurable emission reductions, economic feasibility, and enhanced energy resilience. It supports sustainable development and climate change mitigation in remote Canadian communities. Full article
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63 pages, 32785 KB  
Article
Cost-Effective TinyML-Ready Design and Field Deployment of a Solar-Powered Environmental Monitoring Data Collector Using LTE-M Communication
by Emanuel-Crăciun Trînc, Valentin Niţă, Cristina Stolojescu-Crisan, Cosmin Ancuţi, Răzvan Marius Mihai and Cristian Pațachia Sultănoiu
Appl. Sci. 2026, 16(7), 3237; https://doi.org/10.3390/app16073237 - 27 Mar 2026
Viewed by 459
Abstract
Environmental monitoring is essential for smart agriculture, renewable energy assessment, and climate-aware farm management. However, deploying autonomous sensing platforms in rural environments remains challenging because of energy constraints, communication reliability, and real-time processing requirements. This paper presents a modular, solar-powered environmental monitoring platform [...] Read more.
Environmental monitoring is essential for smart agriculture, renewable energy assessment, and climate-aware farm management. However, deploying autonomous sensing platforms in rural environments remains challenging because of energy constraints, communication reliability, and real-time processing requirements. This paper presents a modular, solar-powered environmental monitoring platform integrating LTE-M communication and TinyML-enabled edge sensing. The proposed system adopts a dual-microcontroller architecture that combines an Arduino Nano 33 BLE for real-time sensor acquisition and edge processing with an Arduino MKR NB 1500 dedicated to low-power wide-area communication. The platform integrates temperature, humidity, atmospheric pressure, rainfall, wind, and light sensors within a scalable framework. Two monitoring stations were deployed in rural regions of Romania to evaluate communication robustness, sensing stability, and energy autonomy. Field results demonstrated reliable LTE-M connectivity (4306 received signal strength indicator [RSSI] samples; mean 75.51 dBm) and strong agreement with a regional weather station, with mean deviations of −0.71 °C (temperature), 4.98% (humidity), and a stable pressure offset of 9.58 hPa attributable to altitude differences. Despite a total system cost of €315, the platform achieved measurement performance comparable to that of professional meteorological stations while maintaining long-term solar-powered operation. The proposed architecture provides a scalable and cost-effective solution for distributed smart agriculture and environmental monitoring applications. Full article
(This article belongs to the Special Issue The Internet of Things (IoT) and Its Application in Monitoring)
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8 pages, 741 KB  
Case Report
Immediate Quantitative Sensory Testing of the Fascial Counterstrain Method: A Case Study
by Brian Tuckey, Jay Shah and John Srbely
Lymphatics 2026, 4(2), 17; https://doi.org/10.3390/lymphatics4020017 - 26 Mar 2026
Viewed by 490
Abstract
Quantitative sensory testing (QST), including temporal summation of pain (TSP) and pressure pain threshold (PPT) assessments, was conducted to evaluate the diagnostic validity and immediate therapeutic efficacy of the manual therapy technique Fascial Counterstrain (FCS). A single patient with persistent lower back and [...] Read more.
Quantitative sensory testing (QST), including temporal summation of pain (TSP) and pressure pain threshold (PPT) assessments, was conducted to evaluate the diagnostic validity and immediate therapeutic efficacy of the manual therapy technique Fascial Counterstrain (FCS). A single patient with persistent lower back and referred leg pain was evaluated and treated by a certified FCS practitioner. A clinical diagnosis of left S1–S2 radiculitis (FCS criteria) was established and corroborated by elevated pre-treatment TSP and reduced PPT measures in the affected dermatomes, indicating nerve root irritation and central sensitization. Immediate post-treatment TSP and PPT assessments demonstrated near-complete normalization of wind-up in the involved S1 and S2 dermatomes, along with a substantial improvement in three-trial-average PPT measurements of the S1–S2 musculature from 2.4 kg/cm2 to 6.1 kg/cm2. This case report provides preliminary evidence supporting the diagnostic process and immediate post-treatment efficacy of FCS in patients with lower back pain and central sensitization. Full article
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