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Search Results (979)

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Keywords = tropical climate conditions

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28 pages, 3233 KB  
Article
Performance-Based Optimization of Asphalt Mixtures for Tropical Pavement Structures: A Mechanistic and Fatigue Life Approach
by Premier Niga Notchi Nogima, Jiangmiao Yu, Shadrih Charthe Jores Moya, Zhi Yang and Yunan Lin
Buildings 2026, 16(15), 3004; https://doi.org/10.3390/buildings16153004 - 29 Jul 2026
Viewed by 93
Abstract
Durable road infrastructure in tropical regions is challenged by severe climatic conditions and heavy traffic loads. This study investigates the influence of two high-performance binders and aggregate structure on the fatigue resistance of two asphalt concrete (AC) mixtures and examines their relationship with [...] Read more.
Durable road infrastructure in tropical regions is challenged by severe climatic conditions and heavy traffic loads. This study investigates the influence of two high-performance binders and aggregate structure on the fatigue resistance of two asphalt concrete (AC) mixtures and examines their relationship with pavement mechanical response. The experimental program includes uniaxial compression and four-point bending fatigue tests to determine dynamic modulus and fatigue performance. A predictive model for constant-strain fatigue life was developed based on fatigue test results. Mechanistic analysis was conducted for different asphalt layer thicknesses to estimate internal strains used in fatigue life prediction. The results show that the high-toughness mixture (GT-13) exhibits a 12% to 14% higher dynamic modulus at high temperatures. The maximum tensile strain occurs at the bottom of the AC layer for a thickness of 7 cm. Compared to Beton bitumineux Semi-Grenu (BBSG 0/14), GT-13 improves fatigue life by over 5.4 times and reduces damage by about 87%, extending the equivalent theoretical design life beyond 28 years, achieving the lowest composite-index-based pavement evaluation. Full article
(This article belongs to the Section Building Materials, and Repair & Renovation)
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26 pages, 3720 KB  
Article
Degradation of Passive Thermal Performance in Colonial School Buildings Under Climate Change: Implications for Cognitive Function
by Wiwik Budiawan, Heru Prastawa, Massadhib Abiyyu Hermanto and Nada Syarifah Rahadi
Architecture 2026, 6(3), 119; https://doi.org/10.3390/architecture6030119 - 28 Jul 2026
Viewed by 83
Abstract
This study investigates the degradation of indoor environmental performance in a colonial-era school building under current tropical climate conditions and its implications for occupant comfort and cognitive function. A field study involving 30 students over 18 days was conducted, integrating environmental measurements, subjective [...] Read more.
This study investigates the degradation of indoor environmental performance in a colonial-era school building under current tropical climate conditions and its implications for occupant comfort and cognitive function. A field study involving 30 students over 18 days was conducted, integrating environmental measurements, subjective responses, and cognitive tests (attention and working memory). Results indicate that indoor air temperature, relative humidity, and illuminance exceeded recommended standards, resulting in elevated PMV (≈1.5) and PPD (>50%), reflecting thermally uncomfortable conditions. Statistical analysis revealed significant negative relationships between thermal stress indicators (PMV and HSSI) and cognitive performance (r up to −0.94). In contrast, lighting showed no significant effect, likely due to the measured illuminance at the representative measurement point. These findings suggest that passive design strategies in colonial buildings are no longer sufficient under current climatic conditions and may compromise learning performance. The study highlights the need for adaptive design interventions to maintain indoor environmental quality in tropical educational buildings. Full article
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26 pages, 17213 KB  
Article
Wind-Driven Cooling Potential of Commercial Plot Layouts in Tropical Island Cities Under Constant Development Intensity: A CFD-Based Study in Haikou
by Yilin Cen, Jiacheng Jiao, Dawei Mu, Yuwei Wu, Yang Yang, Fashu Yi, Xintong Liu, Feilin Zheng, Jun Hu, Chenxi Liu and Zhihan Zhang
Buildings 2026, 16(15), 2987; https://doi.org/10.3390/buildings16152987 - 27 Jul 2026
Viewed by 101
Abstract
Commercial plots in hot–humid tropical island cities require effective pedestrian-level ventilation; however, the extent to which different layout forms enhance wind-driven cooling potential under fixed development intensity remains insufficiently quantified. Taking Haikou as a representative tropical island case, this study examines how building [...] Read more.
Commercial plots in hot–humid tropical island cities require effective pedestrian-level ventilation; however, the extent to which different layout forms enhance wind-driven cooling potential under fixed development intensity remains insufficiently quantified. Taking Haikou as a representative tropical island case, this study examines how building count and spatial enclosure form affect the pedestrian-level wind environment of a commercial plot. A total of 63 layouts with one, two, and three building units were constructed under identical development constraints. ANSYS Fluent 2023 R1 (ANSYS, Inc., Canonsburg, PA, USA). was used to simulate pedestrian-level wind fields under representative summer southerly and east–northeasterly (ENE) wind conditions. Six ventilation-related indicators, including area-weighted mean wind speed, maximum wind speed, and the non-low-wind-speed area ratio in both seasons, were integrated into a Wind-Driven Cooling Potential Index (WDCPI). The weighting scheme combined climate-informed seasonal weights with entropy-based objective indicator weights. The results show that summer ventilation is more sensitive to layout form than winter ventilation. Although the average WDCPI decreases as building subdivision increases, layout B2 shows the highest WDCPI among the tested scenarios because its open inter-building space forms a continuous ventilation path aligned with the prevailing summer wind. The sensitivity analysis supports the relative stability of the ranking results. These findings highlight airflow connectivity and windward openness as important layout-screening principles for cooling-oriented commercial plot design in tropical island cities. Full article
(This article belongs to the Section Construction Management, and Computers & Digitization)
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23 pages, 12616 KB  
Article
Assessing the Impact of Irrigation and Crop Type on Soil Respiration in Agricultural Soils
by Therese Ave Maria, Marguerite Mukangango, Guillaume Nyagatare, Valens Nkundabashaka, Rose Niyonkuru, Simon Rukera-Tabaro, Örjan Berglund and Abraham Joel
Agriculture 2026, 16(15), 1579; https://doi.org/10.3390/agriculture16151579 - 24 Jul 2026
Viewed by 432
Abstract
Identifying the main drivers of soil CO2 emissions in tropical agroecosystems is essential for balancing productivity and climate mitigation. This study evaluated the effects of crop type, irrigation, phenological stage, fertilization, soil cover condition, and season on total soil respiration in a [...] Read more.
Identifying the main drivers of soil CO2 emissions in tropical agroecosystems is essential for balancing productivity and climate mitigation. This study evaluated the effects of crop type, irrigation, phenological stage, fertilization, soil cover condition, and season on total soil respiration in a humid marshland system in Rwanda using a two-season field experiment. Five crops (maize, soybean, common bean, Irish potato, and Brachiaria) were grown under irrigated and rainfed conditions, and total soil CO2 emissions were measured across 19 sampling campaigns in both crop-covered and adjacent non-vegetated conditions in all plots using the closed static chamber method. Crop type and growth stage were the dominant drivers of soil CO2 emissions (p < 0.001), while irrigation had no significant direct effect despite increasing yields (p < 0.001). As a result, irrigation reduced yield-scaled CO2 emissions for beans and Irish potato (p < 0.05). Brachiaria showed higher emissions, particularly during the development stage, but its high biomass led to lower emissions per unit yield. Fertilization significantly increased total soil respiration (p < 0.001), and emissions were higher under crop-covered soil than non-vegetated soil conditions (p < 0.001). Season did not significantly affect soil CO2 emissions (p = 0.123), and similar emission patterns were observed across the two cropping seasons. Because the measurements represented total soil respiration, the observed differences reflect the combined contributions of autotrophic (root) and heterotrophic (microbial) respiration and do not distinguish between these individual components. These findings indicate that crop traits, plant developmental stage, vegetation cover, and nutrient inputs are the primary factors associated with variation in total soil CO2 emissions under moisture-sufficient tropical conditions and highlight the importance of biological drivers in regulating carbon dynamics in marshland agroecosystems. Full article
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26 pages, 25393 KB  
Article
Asynchronous Evolution of Urbanisation and the Ecological Environment in Southeast Asia
by Hedong Wang, Ruyi Yang, Shuyang Liu, Chengfeng He, Yuya Liang, Zhuxia Wei, Bohan Zeng, Di Shi, Guojun Yu and Liangen Zeng
Land 2026, 15(7), 1308; https://doi.org/10.3390/land15071308 - 21 Jul 2026
Viewed by 237
Abstract
Accelerated urbanisation and associated land-use conversion are reshaping the composition and functions of terrestrial ecosystems globally. In Southeast Asia, ecological change is increasingly mediated not only by demographic urbanisation but also by urban expansion, peri-urban development, and the conversion of agricultural, coastal, and [...] Read more.
Accelerated urbanisation and associated land-use conversion are reshaping the composition and functions of terrestrial ecosystems globally. In Southeast Asia, ecological change is increasingly mediated not only by demographic urbanisation but also by urban expansion, peri-urban development, and the conversion of agricultural, coastal, and forest land into built-up surfaces. This study integrates multi-source geographical information from 2014 to 2024 to examine 351 provincial-level units in 11 Southeast Asian nations. To describe the spatial-material dimension of urbanisation and ecological conditions, two indices were created: the Composite Nighttime Light Index (CNLI), used as a proxy for urban expansion and built-up development intensity, and the Improved Remote Sensing Ecological Index (IRSEI), which is tailored to tropical coastal locations. The development of human-environment interactions was measured using the Coupling Coordination Degree (CCD) model. Pathways of synergy and trade-off were found using an incremental four-quadrant framework, and nonlinear causes of spatial differentiation were investigated using Spearman correlation and the Optimal Parameter-based Geographical Detector (OPGD). Uncertainty was addressed through data-quality masking, annual compositing, consistent index-construction rules, and cautious interpretation of CCD and driver results as relative provincial-scale patterns. The regional mean CCD rose from 0.250 to 0.314 during the decade, showing a slow improvement; nevertheless, most places still have low to moderate levels of coordination. There is clear pathway divergence, with 38.7% of locations enduring trade-offs where built-up development happens at the price of ecological quality and 58.4% of regions seeing synergistic improvement. The coupling pattern is primarily driven by built-up area expansion, with multiple factors jointly producing strong nonlinear enhancement effects. Climate conditions and forest disturbance further strengthen these effects. This study extends beyond single-country analyses by situating remote-sensing coupling results within land-use transition, peri-urbanisation, urban–rural linkage, and regional-governance perspectives. It provides quantitative evidence to support differentiated policy strategies in rapidly urbanising places. Full article
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15 pages, 2559 KB  
Article
Effects of Temperature Management on Off-Season Flowering and Flower Quality of Vanda ‘Pakchong Blue’
by Soraya Ruamrungsri, Takonwan Sirisawad, Pornwajana Kongkeaw, Kanokwan Panjama and Chaiartid Inkham
Horticulturae 2026, 12(7), 892; https://doi.org/10.3390/horticulturae12070892 - 20 Jul 2026
Viewed by 272
Abstract
Blue Vanda hybrids, including Vanda ‘Pakchong Blue’, frequently fail to flower during Thailand’s hot season (March–May), resulting in reduced market supply despite strong commercial demand. This study investigated flowering behavior and the effects of temperature management on growth, flowering, and flower quality of [...] Read more.
Blue Vanda hybrids, including Vanda ‘Pakchong Blue’, frequently fail to flower during Thailand’s hot season (March–May), resulting in reduced market supply despite strong commercial demand. This study investigated flowering behavior and the effects of temperature management on growth, flowering, and flower quality of Vanda ‘Pakchong Blue’. In the first experiment, flowering behavior was examined through weekly histological observations of plants maintained under high-temperature conditions following inflorescence removal. Floral buds were initiated under high temperatures but failed to complete development and subsequently aborted. The period from floral initiation to anthesis was approximately 75 days. In the second experiment, plants were subjected to low-temperature treatments (18 ± 2 °C) for 0, 4, or 6 weeks and subsequently transferred to either an evaporative-cooling greenhouse (ECG) or a shaded greenhouse (SG). Plants grown in the ECG flowered during the off-season (March–May), whereas those grown in the SG flowered during the natural flowering season (August–September). Flowering in the ECG occurred 136–156 days earlier than in the SG and produced superior flower quality, including longer inflorescences and a greater number of florets. Exposure to 18 °C for 4 and 6 weeks delayed flowering by 24 and 45 days, respectively, but had no significant effect on vegetative growth. These findings demonstrate that successful off-season flowering and improved flower quality were primarily associated with cultivation in the evaporative-cooling greenhouse, whereas prolonged exposure to 18 °C delayed flowering without affecting vegetative growth. This study provides the first detailed characterization of floral bud development and flowering responses to different temperature-management strategies in this cultivar and highlights the potential of evaporative-cooling greenhouse technology for sustainable orchid production, climate-resilient floriculture systems, and year-round supply of high-quality flowers under tropical conditions. Full article
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34 pages, 7639 KB  
Article
Field Validation of ENVI-Met for Outdoor Thermal Comfort Assessment in a Dense Tropical Neighbourhood: A Case Study on Reunion Island
by Alexandre Lefevre, Bruno Malet-Damour, Harry Boyer and Garry Rivière
Climate 2026, 14(7), 151; https://doi.org/10.3390/cli14070151 - 19 Jul 2026
Viewed by 279
Abstract
Dense tropical cities face increasing outdoor heat stress and require reliable microclimate modelling tools to support climate-responsive urban planning. However, the performance of these models remains insufficiently documented under tropical conditions. The objective of this study is to experimentally validate the performance of [...] Read more.
Dense tropical cities face increasing outdoor heat stress and require reliable microclimate modelling tools to support climate-responsive urban planning. However, the performance of these models remains insufficiently documented under tropical conditions. The objective of this study is to experimentally validate the performance of ENVI-met for outdoor thermal comfort assessment in a dense tropical neighbourhood on Reunion Island. Validation was performed using a network of 11 low-cost weather stations distributed across the study area, providing observations of air temperature, relative humidity, wind speed and globe temperature, from which mean radiant temperature (MRT) and the Universal Thermal Climate Index (UTCI) were derived. Model performance was evaluated through multipoint validation, error-propagation analysis and sensitivity experiments. Results show that ENVI-met reproduces air temperature and relative humidity with good accuracy (RMSE of 1.2 °C and 5%), while larger uncertainties are observed for wind speed (up to 4 m s−1) and MRT (up to 8 °C), with strong spatial variability. Error-propagation analysis indicates that 62% of the UTCI error variance is explained by combined microclimate simulation errors, with radiative conditions emerging as the dominant contributor. Sensitivity analyses identify boundary wind forcing as the main source of modelling uncertainty. Overall, the proposed validation framework provides practical guidance for improving ENVI-met applications in tropical urban environments and supports more robust climate-responsive urban design. Full article
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34 pages, 3461 KB  
Review
Black Locust (Robinia pseudoacacia L.) Wood: A Review of Material Properties, Characterization, and Industrial Potential in Europe
by Mihaela Porojan and Emilia-Adela Manea Salca
Forests 2026, 17(7), 841; https://doi.org/10.3390/f17070841 - 16 Jul 2026
Viewed by 424
Abstract
Black locust (Robinia pseudoacacia L.) has become an increasingly important tree species in Europe due to its rapid growth, adaptability and potential to provide durable timber under changing climatic conditions. This paper presents a review of the European specialty literature concerning the [...] Read more.
Black locust (Robinia pseudoacacia L.) has become an increasingly important tree species in Europe due to its rapid growth, adaptability and potential to provide durable timber under changing climatic conditions. This paper presents a review of the European specialty literature concerning the silviculture, utilization, anatomical structure, chemical composition, main physical properties, mechanical properties and technological processing of black locust wood. Particular attention is given to the relationship between wood characteristics and possible industrial applications. The literature survey indicates that black locust trees perform well on drought-prone and sandy sites and produce timber with favourable mechanical properties. Together with its durability, relatively low shrinkage, good dimensional stability, and satisfactory machinability, these attributes support its use in both indoor and outdoor products. In addition, thermal modification and appropriate drying techniques can further enhance the wood’s appearance and service performance, increasing its competitiveness as a sustainable alternative to tropical hardwood species. The synthesis of existing research highlights the significant yet still underexploited potential of black locust for the European wood industry and emphasizes the need for continued research and wider industrial promotion of the species. Full article
(This article belongs to the Special Issue Wood Quality and Mechanical Properties: 3rd Edition)
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12 pages, 1016 KB  
Article
Thermal Mass–Ventilation Interaction in Naturally Ventilated School Classrooms: A Building Performance Simulation Study Evaluated Against Field Measurements in South East Nigeria
by Anthony I. V. Maduabum, Sanober Hassan Khattak and Andrew John Wright
Energies 2026, 19(14), 3369; https://doi.org/10.3390/en19143369 - 16 Jul 2026
Viewed by 310
Abstract
Field measurements undertaken in six paired primary school classrooms in Anambra State, Nigeria, previously demonstrated that interlocking compressed earth block (ICEB) classrooms maintained significantly lower occupied-hour temperatures than adjacent sandcrete block (SCB) classrooms. This study applies DesignBuilder/EnergyPlus simulation, evaluated against field measurements, to [...] Read more.
Field measurements undertaken in six paired primary school classrooms in Anambra State, Nigeria, previously demonstrated that interlocking compressed earth block (ICEB) classrooms maintained significantly lower occupied-hour temperatures than adjacent sandcrete block (SCB) classrooms. This study applies DesignBuilder/EnergyPlus simulation, evaluated against field measurements, to investigate the physical mechanisms underlying this observed thermal advantage and to explore seasonal performance beyond the period accessible through field monitoring. Simulation models were developed using literature-derived thermophysical properties and validated against field measurements collected at Awkuzu Primary School on 2 July 2024. Model accuracy was assessed using ASHRAE Guideline 14 metrics. The ICEB model achieved NMBE of −6.4% and CV(RMSE) of 6.8%, satisfying both recommended thresholds. The SCB model achieved CV(RMSE) of 15.6%, while NMBE of −14.0% marginally exceeded the recommended threshold because of conservative TMYx boundary conditions. Results indicate that the superior wet-season performance of ICEB classrooms is attributable to the interaction between high thermal mass (μ = 0.31; φ = 9.1 h) and continuous cross-ventilation. Parametric crossover simulations demonstrated that ventilation was the dominant cooling mechanism, while ICEB wall thermal mass provided an additional independent thermal benefit of approximately 0.31 °C. This material contribution is secondary in magnitude to the ventilation effect and is not presented as a standalone practical advantage. Dry-season simulations suggested a possible reversal of performance under near-calm harmattan conditions; however, the magnitude and direction of this effect remain uncertain because of EPW boundary-condition limitations. The findings suggest that classroom thermal performance depends on the interaction between envelope thermal mass and ventilation configuration rather than material properties alone and highlight the potential importance of controllable ventilation in naturally ventilated educational buildings in tropical climates. Full article
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25 pages, 28809 KB  
Article
Marine Heatwaves and NAO-Related Ocean–Atmosphere Variability in the North Atlantic
by Beatriz Lopes, Ana Oliveira, Fabíola Silva, João Paixão and Célia Gouveia
Remote Sens. 2026, 18(14), 2363; https://doi.org/10.3390/rs18142363 - 15 Jul 2026
Viewed by 406
Abstract
Increasing greenhouse gas concentrations are placing severe pressure on the Earth system, particularly on the ocean, which plays a vital role in carbon and heat uptake, and overall climate regulation. Consequently, the ocean is experiencing an accelerated warming, leading to an increase in [...] Read more.
Increasing greenhouse gas concentrations are placing severe pressure on the Earth system, particularly on the ocean, which plays a vital role in carbon and heat uptake, and overall climate regulation. Consequently, the ocean is experiencing an accelerated warming, leading to an increase in the occurrence of extreme seawater temperature events, called Marine Heatwaves (MHWs). According to the most common definition, an MHW event is identified when local temperatures exceed the 90th percentile threshold of the climatology for at least five consecutive days. In this study, the definition was modified by calculating both the mean and the 90th percentile of SST over the entire available historical period (1982–2022), rather than using a fixed 30-year baseline. While MHWs can develop as a function of multiple drivers (including subsurface heat re-emergence, anomalously warm water masses, ocean heat advection, reduced vertical mixing, and mixed-layer stratification associated with surface heat gain), this study focuses on synoptic-scale atmospheric conditions associated with MHW occurrence and characteristics in the North Atlantic basin, from 1982 to 2022, with the objectives of identifying spatial-temporal trends of MHWs, examining the atmospheric conditions associated with their occurrence and exploring their relationship with prevalent climate variability modes. The results show positive trends in MHW frequency, duration, and intensity, albeit characterised by significant zonal and meridional variability, with noticeable differences between composite patterns of frequency and maximum intensity, according to the prevailing North Atlantic Oscillation (NAO) mode. The annual NAO appears to modulate the spatial distribution of MHWs, with its positive phase favouring MHWs in mid-latitude regions, while the negative phase impacts subpolar and tropical regions. Furthermore, concerning case-specific events, the stationarity of high-pressure systems, with weak pressure gradients, reduced wind speeds and increased solar radiation appears to be associated with the occurrence of the analysed events, while atmospheric instability appears to signal their decline, likely linked to enhanced wind-induced ocean mixing. Full article
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14 pages, 1662 KB  
Article
Temporal Trends and Factors Associated with Human Leptospirosis in Davao City, Philippines: An 11-Year Surveillance Analysis (2015–2025)
by Rachelle Laine Durang, Rvin John T. Servillon, Aprilyn F. Francisco-Breva, Glenn Charls L. Buelis, Maria Angela B. Martin and Alfredo A. Hinay
Acta Microbiol. Hell. 2026, 71(3), 23; https://doi.org/10.3390/amh71030023 - 12 Jul 2026
Viewed by 473
Abstract
Leptospirosis remains a significant public health concern in the Philippines, particularly in urban tropical settings where environmental and climatic conditions favor disease transmission. This study examined temporal trends and factors associated with human leptospirosis in Davao City, Philippines, using surveillance data from 2015 [...] Read more.
Leptospirosis remains a significant public health concern in the Philippines, particularly in urban tropical settings where environmental and climatic conditions favor disease transmission. This study examined temporal trends and factors associated with human leptospirosis in Davao City, Philippines, using surveillance data from 2015 to 2025. A retrospective observational study was conducted using 1104 surveillance records obtained from the Davao City Health Office–City Epidemiological Surveillance Unit. Annual incidence and mortality rates were calculated per 100,000 population; temporal trends were assessed using Mann–Kendall tests; and associations with demographic, seasonal, geographic, and environmental factors were evaluated using Poisson and negative binomial regression models, as appropriate, based on model diagnostics and comparative fit. Increasing incidence trends were observed across several strata, whereas increasing mortality trends were identified in selected demographic and environmental categories. In the incidence analysis, a higher disease burden was associated with age ≥ 15 years (aIRR = 14.75, 95% CI: 10.77–20.21), male sex (aIRR = 4.78, 95% CI: 3.74–6.11), high population density (aIRR = 4.19, 95% CI: 2.75–6.38), and the wet season (aIRR = 1.30, 95% CI: 1.04–1.61). Mortality was also strongly associated with age ≥ 15 years (aIRR = 36.75, 95% CI: 13.61–99.22) and male (aIRR = 8.50, 95% CI: 4.73–15.27). These findings provide a long-term surveillance-based assessment of leptospirosis in Davao City and identify demographic and environmental patterns relevant to targeted surveillance, seasonal preparedness, and locally adapted prevention strategies for leptospirosis. Full article
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17 pages, 2549 KB  
Article
Dry Season Melioidosis in the Tropical North of Australia
by Marisia Madrigal-Solis, Mirjam Kaestli, Mark Mayo, Celeste Woerle, Ella M. Meumann and Bart J. Currie
Pathogens 2026, 15(7), 726; https://doi.org/10.3390/pathogens15070726 - 9 Jul 2026
Viewed by 346
Abstract
Background: Melioidosis correlates strongly with rainfall, and there is substantial diversity in climate between melioidosis-endemic locations. The Northern Territory of Australia epitomises the “wet/dry” tropics, with a prolonged dry season from May to October. We analysed dry season cases of melioidosis during 35 [...] Read more.
Background: Melioidosis correlates strongly with rainfall, and there is substantial diversity in climate between melioidosis-endemic locations. The Northern Territory of Australia epitomises the “wet/dry” tropics, with a prolonged dry season from May to October. We analysed dry season cases of melioidosis during 35 consecutive years and compared these with wet season cases. We aimed to provide insights into how dry season cases of melioidosis may occur in this region and explore non-rainfall exposures that are usually not considered in the wet season. Methods: Case epidemiological and clinical data were extracted from the Darwin Prospective Melioidosis Study. Weather parameters, including daily rainfall, were analysed using generalised additive models and conditional logistic regressions to assess associations between dry season cases and preceding rainfall. Results: Of 1520 melioidosis cases between 1989 and 2024, there were 325 (21%) in the dry season. While the well-recognised clinical diversity of melioidosis was also seen amongst dry season cases, pneumonia was proportionally less common and cutaneous melioidosis was more common than in the wet season. A total of 23% of dry season patients had no identified clinical risk factors for melioidosis, compared to 14% in the wet season. Mortality was 8% in the dry season and 11% in the wet season. There was a range of plausible explanations for many of the dry season cases, including unseasonal rainfall prior to infection. Infections in urban settings were notable, with anthropogenic factors such as irrigation and construction resulting in persistence of Burkholderia pseudomallei in the environment during the dry season. A total of 3% of cases remained unexplained. Conclusions: Not all dry season cases are explained by infection occurring the previous wet season or by unseasonal rainfall in the dry. Identification of cases in the dry season support the need for year-round prevention strategies during potential exposure to contaminated water or soil. Further prospective studies are needed to better define the infecting events resulting in melioidosis, especially in the dry season. These studies should include timely history taking from the case and their family and selected environmental sampling for B. pseudomallei. Full article
(This article belongs to the Section Emerging Pathogens)
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17 pages, 3701 KB  
Article
Long-Term Changes in Temperature Extremes Based on Climate Indices in Different Physical-Geographical Conditions of Georgia, 1961–2020
by Nino Chikhradze, Mariam Elizbarashvili, Elizbar Elizbarashvili, Irakli Koberidze, Giorgi Dvalashvili, Nikoloz Sulkhanishvili and George Gaprindashvili
Atmosphere 2026, 17(7), 678; https://doi.org/10.3390/atmos17070678 - 8 Jul 2026
Viewed by 420
Abstract
We studied long-term changes in temperature extremes in Georgia against the backdrop of ongoing global warming within 1961–2020. Using observational data from 20 meteorological stations from different physical-geographic regions of the country, we analyzed the main climate temperature indices recommended by the WMO [...] Read more.
We studied long-term changes in temperature extremes in Georgia against the backdrop of ongoing global warming within 1961–2020. Using observational data from 20 meteorological stations from different physical-geographic regions of the country, we analyzed the main climate temperature indices recommended by the WMO and the Expert Team on Climate Change Detection and Indices (ETCCDI). Indices characterizing extremely cold and warm conditions (ice days, frost days, summer days, and tropical nights); growing season length; as well as indices of absolute extremes and percentile temperature characteristics were considered. The results show that along the Black Sea coast and the Kolkheti Lowland, changes in temperature indices are less pronounced due to the moderating influence of the sea and humid landscapes; however, a significant increase in the number of tropical nights is observed. In areas with a more continental climate (Eastern Georgia, the South Georgian Highlands, and the mid-mountain zone of the Greater Caucasus), a general decrease in the number of ice days and frost days was observed, along with a simultaneous increase in the number of hot summer days, tropical nights, and growing season length. Tropical nights and percentile temperature indices were found to be the most sensitive to global warming. Overall, the results indicate widespread long-term tendencies consistent with regional manifestations of global warming, characterized by decreases in cold extremes and an expansion of warm indices. However, the statistical robustness and explanatory power of these trends vary substantially across physical-geographical regions and specific indices. Many significant shifts exhibit low coefficients of determination (R2 < 0.1), indicating that although long-term warming trajectories are real, local topography and intense interannual natural variability remain the primary drivers of annual temperature fluctuations in Georgia. Full article
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24 pages, 12389 KB  
Article
Physiology-Driven Irrigation Scheduling in Ananas comosus via Hybrid Machine Learning: UAV-Based Phenotyping of Water-Related Traits Coupled with FAO-56 Soil Water Balance
by Jorge Enrique Chaparro, Jose Edinson Aedo and Nelson Barrera Lombana
Plants 2026, 15(14), 2112; https://doi.org/10.3390/plants15142112 - 8 Jul 2026
Viewed by 546
Abstract
Field-based phenotyping of water-related traits for precision irrigation in tropical agroecosystems poses a persistent methodological challenge, driven by high climatic variability and the complex water-use physiology of Crassulacean Acid Metabolism (CAM) crops such as pineapple (Ananas comosus var. MD2). We developed and [...] Read more.
Field-based phenotyping of water-related traits for precision irrigation in tropical agroecosystems poses a persistent methodological challenge, driven by high climatic variability and the complex water-use physiology of Crassulacean Acid Metabolism (CAM) crops such as pineapple (Ananas comosus var. MD2). We developed and validated a Physics-Informed Machine Learning (PIML) framework that integrates high-resolution UAV multispectral imagery, IoT-based microclimatic records, and a mechanistic soil water balance based on the FAO-56 Penman–Monteith standard to predict plot-scale soil moisture depletion as a proxy of plant water status. A six-month field campaign (March–August 2022) across 25 georeferenced commercial pineapple plots in the Colombian Orinoquia piedmont yielded a spatiotemporally balanced dataset of N=150 observations. Soil-adjusted vegetation indices (OSAVI, MSAVI) outperformed standard NDVI for capturing water-related canopy traits, effectively decoupling spectral responses from substrate noise. A Gradient Boosting regressor achieved R2=0.842 and RMSE=0.0705 on a normalized target scale, corresponding to a 7.05% error over the prediction range, while the traffic-light Decision Support System (DSS) for irrigation scheduling reached 91.1% accuracy (Cohen’s Kappa =0.91). Incorporating daily soil moisture depletion as a mechanistic feature improved predictive accuracy over a spectral-only baseline (ΔR2=+0.052) and anchored predictions within a physically consistent framework based on the FAO-56 water balance, with no false negatives observed for water deficit detection in the hold-out validation set. This framework advances high-throughput, population-scale phenotyping of water-related traits in open-canopy CAM crops, establishing a transferable methodology for operational precision irrigation under tropical savanna conditions. Full article
(This article belongs to the Special Issue Machine Learning for Plant Phenotyping in Crops)
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12 pages, 3268 KB  
Article
Associations Between Hydrological Extremes, Delayed Precipitation, and Leptospirosis Dynamics in the Brazilian Amazon
by Ana Luiza M. S. C. Cavalcante, Geovanna Bastos de Lima, Lúcia Janayna da Silva de Oliveira, Sarah Moura Souto, Viviane de Paula da Silva Mouzinho, José de Sousa Rolim Neto and Diego Simeone
Zoonotic Dis. 2026, 6(3), 27; https://doi.org/10.3390/zoonoticdis6030027 - 8 Jul 2026
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Abstract
Leptospirosis is a climate-sensitive zoonosis whose transmission is associated with environmental and hydrological conditions, particularly in tropical regions. This ecological time-series study investigated the associations between leptospirosis incidence and climatic, hydrological, and structural variables in the Brazilian Amazon from 2005 to 2024 using [...] Read more.
Leptospirosis is a climate-sensitive zoonosis whose transmission is associated with environmental and hydrological conditions, particularly in tropical regions. This ecological time-series study investigated the associations between leptospirosis incidence and climatic, hydrological, and structural variables in the Brazilian Amazon from 2005 to 2024 using annually aggregated data. Annual confirmed cases were obtained from national surveillance systems, while climatic and extreme-event data were derived from official meteorological and disaster databases. Associations were evaluated using generalized additive models with a negative binomial distribution. Leptospirosis incidence exhibited marked interannual variability without a significant temporal trend. Flooding events were significantly associated with increased incidence, whereas mean temperature and accumulated precipitation showed no independent association. Lagged precipitation emerged as a significant predictor, suggesting that environmental conditions associated with transmission may persist beyond the initial exposure period. Heavy rainfall events increased over time but were not associated with incidence. Sanitation coverage improved consistently but did not explain temporal variation in disease occurrence. These findings suggest that hydrological extremes and delayed precipitation patterns may serve as useful indicators of leptospirosis dynamics in the Brazilian Amazon. Incorporating these indicators into surveillance systems may improve the characterization of leptospirosis patterns in tropical regions. Full article
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