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(R-ISSUES) Rural Interoperable System of Systems for Unified Environmental Stewardship (R-ISSUES)统一环境管理农村互操作系统
Q1 Mathematics Pub Date : 2024-09-13 DOI: 10.3390/app14188245
Raúl Pastor, Antonio Lecuona, Juan Pedro Cortés, David Caballero, Anabel Fraga
Spain has one of Europe’s most extraordinary biodiverse environments and a significant risk of fires in its forests. At the same time, rural areas are affected by several challenges, such as desertification, population decrease, and loss of income. Fortunately, some green sparks arise on the horizon. Among them, we use critical enabling technologies for fire prevention and extinction, renewable energy, and resilience solutions by adopting a system of systems approach given by the systems engineering frameworks. We analyse recent Research and Development (R&D) projects focused on fire prevention to detect (1) the key enabling technologies used and (2) engineering practices. A motivational case is presented, which evaluates the potential interest of the mineral water industry sector in applied R&D with key enabling technologies, including the replicability potential and the replicability potential for using the R&D results. After that, the authors initialize an innovative R-ISSUES model to promote early interoperability between energy and environment systems engineering towards the shared mission of designing digital and rural jobs to preserve our biosphere. The model is used to answer specific research questions and detect gaps or potential improvements for the model itself by using the recent scientific literature.
西班牙是欧洲生物多样性最丰富的国家之一,森林火灾风险很大。与此同时,农村地区也面临着荒漠化、人口减少和收入减少等诸多挑战。幸运的是,地平线上出现了一些绿色火花。其中,我们通过采用系统工程框架中的系统方法,利用关键的使能技术来预防和扑灭火灾、可再生能源和复原力解决方案。我们分析了近期以防火为重点的研发(R&D)项目,以发现(1)所使用的关键使能技术和(2)工程实践。我们提出了一个激励性案例,评估矿泉水行业对采用关键使能技术的应用研发的潜在兴趣,包括可复制性潜力和使用研发成果的可复制性潜力。随后,作者初步建立了一个创新的 R-ISSUES 模型,以促进能源与环境系统工程之间的早期互操作性,从而实现设计数字化和农村工作以保护生物圈的共同使命。该模型用于回答具体的研究问题,并通过使用最新的科学文献来发现模型本身的差距或潜在改进之处。
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引用次数: 0
A Study on Karst Cave Collapse Based on Improved Terzaghi Theory and Upper Limit Analysis 基于改进的特尔扎吉理论和上限分析的岩溶洞穴坍塌研究
Q1 Mathematics Pub Date : 2024-09-13 DOI: 10.3390/app14188252
Weilong Yan, Rui Liu, Shugao Tian, Fei Tan, Hao Wen, Jiahe Lv
Karst areas exhibit intricate geological attributes, and the geological and environmental issues caused by urban development cannot be ignored, especially the issue of karst surface collapses. In this study, we developed two analytical methods and analyzed the stability of the overburden stratum of 3D spherical karst caves with surface load, vacuum absorption erosion force, and groundwater table considerations. The first analytical method is based on the improved Terzaghi theory, while the second analytical method is based on the upper limit analysis. A case study was conducted in Wuhan, China. The results from both analytical methods indicated a potential susceptibility to collapse, suggesting the excellent accuracy of these two methods. The results were also compared with the numerical solutions from previous studies. Notably, the accuracy of the upper limit analysis was inversely proportional to the depth ratio, while the results obtained through the improved Terzaghi theory were consistent with those of the numerical solutions, particularly under conditions of relatively high depth ratios. This study examined various facets, including the development of karst caves, soil shear strength, groundwater table fluctuations, and boundary failure angles. Furthermore, we explored the effects of geometric and geotechnical parameters on the stability of karst caves.
岩溶地区具有错综复杂的地质属性,城市发展带来的地质环境问题不容忽视,尤其是岩溶地表塌陷问题。在这项研究中,我们开发了两种分析方法,并在考虑地表荷载、真空吸蚀力和地下水位的情况下,分析了三维球形岩溶洞穴覆盖层的稳定性。第一种分析方法基于改进的特尔扎吉理论,第二种分析方法基于上限分析。在中国武汉进行了案例研究。两种分析方法得出的结果都显示了潜在的坍塌可能性,表明这两种方法具有极高的准确性。研究结果还与之前研究的数值解决方案进行了比较。值得注意的是,上限分析的准确性与深度比成反比,而通过改进的特尔扎吉理论得出的结果与数值解法一致,尤其是在深度比相对较高的条件下。本研究考察了岩溶洞穴发育、土壤抗剪强度、地下水位波动和边界破坏角等多个方面。此外,我们还探讨了几何参数和岩土参数对岩溶洞穴稳定性的影响。
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引用次数: 0
Bacterial Aerosol in Ambient Air—A Review Study 环境空气中的细菌气溶胶--回顾研究
Q1 Mathematics Pub Date : 2024-09-13 DOI: 10.3390/app14188250
Ewa Brągoszewska, Anna Mainka
Bioaerosols, including airborne bacteria, are significant pollutants affecting both indoor and outdoor air quality, with implications for human health. Despite extensive research on indoor air quality, there is a notable lack of comprehensive data on ambient bacterial concentrations and their interactions with pollutants and meteorological factors. This review focuses on bacterial aerosols in the atmosphere, measured using the culture-based method, considered the “gold standard” for microorganism detection and identification. Studies reveal significant variability in bacterial concentrations across different environments and seasons, influenced by factors such as temperature, humidity, wind speed, solar radiation, and precipitation, underscoring the need for further research and monitoring to enhance health risk assessments and mitigation strategies. The presence of air pollutants such as particulate matter (PM) and ozone (O3) further complicates these dynamics. The authors emphasize the need for more extensive research on outdoor bacterial aerosols and recommend that future studies prioritize detailed bioaerosol characterization to establish comprehensive exposure standards in ambient air, thereby improving public health protection and environmental management practices.
生物气溶胶(包括空气中的细菌)是影响室内和室外空气质量的重要污染物,对人类健康具有重要影响。尽管对室内空气质量进行了广泛的研究,但有关环境细菌浓度及其与污染物和气象因素相互作用的综合数据却明显不足。本综述侧重于大气中的细菌气溶胶,采用培养法进行测量,该方法被认为是微生物检测和鉴定的 "黄金标准"。研究表明,细菌浓度在不同环境和季节会有很大的差异,这受到温度、湿度、风速、太阳辐射和降水等因素的影响,因此需要进一步研究和监测,以加强健康风险评估和缓解策略。微粒物质(PM)和臭氧(O3)等空气污染物的存在使这些动态变化更加复杂。作者强调有必要对室外细菌气溶胶进行更广泛的研究,并建议未来的研究优先考虑详细的生物气溶胶特征描述,以建立环境空气中的综合暴露标准,从而改善公共健康保护和环境管理实践。
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引用次数: 0
DOUNet: Dynamic Optimization and Update Network for Oriented Object Detection DOUNet:面向目标检测的动态优化和更新网络
Q1 Mathematics Pub Date : 2024-09-13 DOI: 10.3390/app14188249
Liwei Deng, Dexu Zhao, Qi Lan, Fei Chen
Object detection can accurately identify and locate targets in images, serving basic industries such as agricultural monitoring and urban planning. However, targets in remote sensing images have random rotation angles, which hinders the accuracy of remote sensing image object detection algorithms. In addition, due to the long-tailed distribution of detected objects in remote sensing images, the network finds it difficult to adapt to imbalanced datasets. In this article, we designed and proposed the Dynamic Optimization and Update network (DOUNet). By introducing adaptive rotation convolution to replace 2D convolution in the Region Proposal Network (RPN), the features of rotating targets are effectively extracted. To address the issues caused by imbalanced data, we have designed a long-tail data detection module to collect features of tail categories and guide the network to output more balanced detection results. Various experiments have shown that after two stages of feature learning and classifier learning, our designed network can achieve optimal performance and perform better in detecting imbalanced data.
目标检测可以准确识别和定位图像中的目标,服务于农业监测和城市规划等基础行业。然而,遥感图像中的目标具有随机旋转角度,这阻碍了遥感图像目标检测算法的准确性。此外,由于遥感图像中检测到的物体呈长尾分布,网络难以适应不平衡的数据集。在本文中,我们设计并提出了动态优化和更新网络(DOUNet)。通过引入自适应旋转卷积来取代区域建议网络(RPN)中的二维卷积,从而有效地提取旋转目标的特征。针对数据不均衡带来的问题,我们设计了长尾数据检测模块,收集尾部类别的特征,引导网络输出更均衡的检测结果。各种实验表明,经过特征学习和分类器学习两个阶段后,我们设计的网络可以达到最佳性能,在检测不平衡数据方面表现更佳。
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引用次数: 0
Tin–Phosphorus Alloy: The Impact of Temperature on Alloy Formation and the Influence of the Dross Amount on the Solder Bath Surface 锡磷合金:温度对合金形成的影响以及锡槽表面锡渣量的影响
Q1 Mathematics Pub Date : 2024-09-13 DOI: 10.3390/app14188257
Jana Körmendy, Ján Vavro, Ján Vavro
The restriction of lead content in alloys for the production of solder, based on the Directive of the European Parliament and of the Council of the European Union of 8 June 2011, which is also known as RoHS (Restriction of the use of certain Hazardous Substances in electrical and electronic equipment), had a very positive impact on research into lead-free solder alloys, as well as on the economic impact of the production of solders. It opened the door to issues relating to the mechanical properties of lead-free solders and the microhardness of formed joints, with the aim of increasing their quality and efforts to reduce production costs. In addition to the production efficiency increase, without the need for the manual removal of so-called slagging, the moderation of oxide formation on the melt surface, standing for an increase in the yield of the total amount of solder, represents one of the many factors influencing the production of lead-free alloys for tin-based soldering. This work deals with the issues of material selection for the production of lead-free solders. Temperature affects the formation of different phases when there is a change in the concentration of the elements involved because it can be a negative aspect for soldering. Therefore, it is necessary to have detailed knowledge on the entire process that takes place during temperature changes.
根据欧洲议会和欧盟理事会 2011 年 6 月 8 日的指令(也称为 RoHS,即限制在电气和电子设备中使用某些有害物质),对用于生产焊料的合金中铅含量的限制对无铅焊料合金的研究以及焊料生产的经济影响产生了非常积极的影响。它为解决无铅焊料的机械性能和成型焊点的微硬度问题打开了大门,目的是提高无铅焊料的质量并努力降低生产成本。除了生产效率的提高(无需人工清除所谓的焊渣)之外,熔体表面氧化物形成的缓和也是影响锡基焊料无铅合金生产的众多因素之一,这意味着焊料总量的增加。这项工作涉及生产无铅焊料的材料选择问题。当相关元素的浓度发生变化时,温度会影响不同相的形成,因为温度会对焊接产生负面影响。因此,有必要详细了解温度变化时的整个过程。
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引用次数: 0
Enhanced Water Quality Inversion in the Ningxia Yellow River Basin Using a Hybrid PCWA-ResCNN Model: Insights from Landsat-8 Data 利用 PCWA-ResCNN 混合模型增强宁夏黄河流域的水质反演:来自 Landsat-8 数据的启示
Q1 Mathematics Pub Date : 2024-09-13 DOI: 10.3390/app14188264
Qi Li, Zhonghua Guo, Jialong Li, Xiaojun Li, Bo Ban
The real-time monitoring and evaluation of water quality provides a scientific basis for water resource management and promotes regional sustainable development. This study established a database using Landsat-8 satellite data and water quality data from the Ningxia Yellow River basin in China, spanning 2021 to 2023, and this paper proposes a custom residual convolutional neural network model with a hybrid attention mechanism, referred to as PCWA-ResCNN. The accuracy of the model in predicting turbidity, permanganate, ammonia nitrogen, and dissolved oxygen concentration was more than 95%. Compared to convolutional neural networks and long short-term memory models, this model performed better in predicting water quality parameters with significantly improved prediction performance. In terms of spatial distribution, the pollution degree in the middle reaches of the basin is relatively serious. However, the overall water quality is good, being mainly Class I and Class II water quality. The hybrid model established in this paper can better capture the complex nonlinear relationship between the observed values and the surface water reflectance, showing strong robustness. This model can be used for the water quality monitoring of complex inland rivers and lakes, and it can also provide effective support for relevant government departments to formulate scientific and reasonable water quality management policies.
水质的实时监测与评价为水资源管理提供了科学依据,促进了区域可持续发展。本研究利用Landsat-8卫星数据和中国宁夏黄河流域2021年至2023年的水质数据建立了数据库,本文提出了一种具有混合注意机制的定制残差卷积神经网络模型,简称PCWA-ResCNN。该模型预测浊度、高锰酸盐、氨氮和溶解氧浓度的准确率超过 95%。与卷积神经网络和长短期记忆模型相比,该模型在预测水质参数方面表现更佳,预测性能显著提高。从空间分布来看,流域中游的污染程度相对严重。但总体水质较好,主要为Ⅰ类和Ⅱ类水质。本文建立的混合模型能较好地捕捉观测值与地表水反射率之间复杂的非线性关系,表现出较强的鲁棒性。该模型可用于复杂内河湖泊的水质监测,也可为相关政府部门制定科学合理的水质管理政策提供有效支持。
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引用次数: 0
Characterization of Inductive Moderate Hyperthermia Effects on Intratumor Sarcoma-45 Heterogeneity Using Magnetic Resonance, Ultrasound and Histology Image Analysis 利用磁共振、超声波和组织学图像分析确定电感适度热疗对肿瘤内肉瘤-45异质性的影响特征
Q1 Mathematics Pub Date : 2024-09-13 DOI: 10.3390/app14188251
Valerii B. Orel, Olga Yo. Dasyukevich, Valerii E. Orel, Oleksandr Yu. Rykhalskyi, Larysa M. Kovalevska, Olexander Yu. Galkin, Karyna S. Matveichuk, Anatolii G. Diedkov, Vasyl V. Ostafiichuk, Oleksandr S. Shablii
Evaluating intratumor heterogeneity with image texture analysis offers a more sophisticated understanding of sarcoma response to treatment. We examined the effects of inductive moderate hyperthermia (IMH) on sarcoma-45 growth and intratumor heterogeneity across tissue, cellular and molecular levels using magnetic resonance imaging (MRI), ultrasound and histology image analysis. IMH (42 MHz, 20 W) inhibited sarcoma-45 growth kinetics by 34% compared to the untreated control group. T2-weighted MRI brightness was increased by 42%, reflecting more extensive tumor necrosis, while Young’s modulus increased by 37% due to more pronounced connective tissue replacement in response to IMH. Whereas calculations of Moran’s spatial autocorrelation index revealed distinctions in heterogeneity between tumor core, periphery and capsule regions of interest (ROIs) on MRI, ultrasound and histological examination in the untreated tumor-bearing animals, there was no significant difference between core and periphery after IMH. Exposure to IMH increased overall tumor ROI heterogeneity by 22% on MRI but reduced heterogeneity in the core and periphery on ultrasound and histology images. Ki-67 protein distribution was 25% less heterogeneous on the tumor periphery after IMH. Therefore, this study provides a quantitative characterization of IMH effects on different manifestations of intratumor sarcoma-45 heterogeneity using experimental imaging data.
通过图像纹理分析评估肿瘤内异质性可以更深入地了解肉瘤对治疗的反应。我们利用磁共振成像(MRI)、超声波和组织学图像分析,研究了诱导性中度热疗(IMH)对肉瘤-45生长的影响,以及在组织、细胞和分子水平上的瘤内异质性。与未经处理的对照组相比,IMH(42 MHz,20 W)可将肉瘤-45的生长动力学抑制34%。T2- 加权核磁共振成像亮度增加了 42%,反映出肿瘤坏死范围更广,而杨氏模量增加了 37%,这是因为在 IMH 作用下结缔组织置换更明显。莫兰空间自相关指数的计算显示,在未接受治疗的肿瘤动物中,核磁共振成像、超声波和组织学检查显示肿瘤核心、外围和囊内感兴趣区(ROI)之间存在异质性差异,而在接受 IMH 治疗后,肿瘤核心和外围之间没有显著差异。暴露于IMH后,核磁共振成像上的整体肿瘤ROI异质性增加了22%,但超声波和组织学图像上的核心和外围异质性却降低了。IMH后,Ki-67蛋白分布在肿瘤周边的异质性降低了25%。因此,本研究利用实验成像数据定量分析了 IMH 对肿瘤内肉瘤-45 不同表现异质性的影响。
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引用次数: 0
Playing High: Strategic Use of the Lob in Professional Padel 高球:职业围棋中高球的策略运用
Q1 Mathematics Pub Date : 2024-09-13 DOI: 10.3390/app14188261
Antonio Villar-León, Diego Muñoz, Bernardino J. Sánchez-Alcaraz, Iván Martín-Miguel, Rafael Conde-Ripoll, Adrián Escudero-Tena
The aim of this study was to analyze the lob in professional padel, taking into account sex, the player’s side of play, the direction of the lob and the efficiency of the lob. For this purpose, 2063 lobs (933 in men’s and 1130 in women’s) corresponding to 10 matches of the 2024 season of the Premier Padel circuit were analyzed through systematic observation. The results indicated that there is no association between the player who makes the lob according to the side of play in professional padel (p = 0.796) and the category of play (men’s and women’s). The distribution of lobs in these categories, both men’s and women’s, was distributed 50% between both players from the same pair. On the other hand, in men’s professional padel, right-side players made more cross-court lobs (RTC = 3.3), while left-side players made more down-the-middle lobs (RTC = 2.0). In addition, in women’s professional padel, right-side players made more cross-court lobs (RTC = 3.6), while left-side players made more down-the-middle lobs (RTC = 6.0). Finally, in men’s padel, the lobs tended to overpass the opponents when they were down the middle (RTC = 4.1) and tended to not overpass when they were cross-court (RTC = 2.5). In conclusion, there are differences in the characteristics of lobs in professional padel according to sex. These results can be very useful for coaches for performing specific training on the lob according to the sex of their players.
本研究的目的是分析职业乒乓球比赛中的高球,同时考虑到性别、球员的比赛方、高球的方向和高球的效率。为此,研究人员通过系统观测,分析了 2024 赛季职业乒乓球巡回赛 10 场比赛中的 2063 次高球(男子 933 次,女子 1130 次)。结果表明,根据职业乒乓球比赛的方位(P = 0.796),击出高球的球员与比赛类别(男子和女子)之间没有关联。在这些类别中,男子和女子高球的分布在同一对选手之间各占 50%。另一方面,在男子职业乒乓球比赛中,右侧选手的横拍较多(RTC = 3.3),而左侧选手的中下拍较多(RTC = 2.0)。此外,在女子职业乒乓球比赛中,右侧选手的横拍次数更多(RTC = 3.6),而左侧选手的中下拍次数更多(RTC = 6.0)。最后,在男子乒乓球比赛中,中路下旋时往往会超过对手(RTC = 4.1),而横向下旋时往往不会超过对手(RTC = 2.5)。总之,在职业乒乓球比赛中,不同性别的运动员的起拍特点存在差异。这些结果对教练员根据球员性别进行专门的高球训练非常有用。
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引用次数: 0
Quality Changes on Cod Fish (Gadus morhua) during Desalting Process and Subsequent High-Pressure Pasteurization 鳕鱼(Gadus morhua)在脱盐和高压巴氏灭菌过程中的质量变化
Q1 Mathematics Pub Date : 2024-09-13 DOI: 10.3390/app14188260
Liliana G. Fidalgo, Maria J. Mota, Juliana D’Amil, Rui P. Queirós, Carlos A. Pinto, Ivonne Delgadillo, Jorge A. Saraiva
During the desalting of salted cod, significant textural, histological, and biochemical changes occur. Understanding these changes is crucial for enhancing the preservation and extending the shelf life of desalted cod. This study aimed to investigate the physicochemical quality parameters and enzymatic activities during the desalting process of cod (16 h at 4 and 20 °C) and to extend the shelf life of desalted cod through high-pressure processing (HPP) at 400 and 550 MPa for 5 min. During desalting, a correlation was noted between the pH and trimethylamine content in samples desalted at 20 °C, with both parameters increasing in the initial 4 h and stabilizing thereafter. The soluble protein in cod muscle decreased over desalting time, as it dissolved into the desalting water. Enzymatic activity showed a decline in cathepsins (B and D) and acid phosphatase throughout desalting, whereas lipase activity increased, particularly at 20 °C. HPP effectively extended the shelf life of desalted cod by controlling endogenous microbial growth, enabling an extension to 14–21 days compared to the 7 days observed in untreated control samples. This study highlights quality changes during desalting, with lesser effects at lower temperatures. Subsequent HPP improved the microbiological quality of desalted cod during refrigerated storage.
腌制鳕鱼在脱盐过程中会发生明显的质地、组织学和生化变化。了解这些变化对于提高脱盐鳕鱼的保存和延长货架期至关重要。本研究旨在调查鳕鱼脱盐过程(4 和 20 °C,16 小时)中的理化质量参数和酶活性,并通过 400 和 550 兆帕 5 分钟的高压处理(HPP)延长脱盐鳕鱼的货架期。在脱盐过程中,20 °C脱盐样品中的pH值和三甲胺含量之间存在相关性,这两个参数在最初的4小时内均有所增加,之后趋于稳定。鳕鱼肌肉中的可溶性蛋白质随着脱盐时间的延长而减少,因为它溶解到了脱盐水中。酶活性显示,在整个脱盐过程中,螯合蛋白(B 和 D)和酸性磷酸酶的活性下降,而脂肪酶的活性上升,尤其是在 20 °C 时。HPP 通过控制内源微生物的生长,有效延长了脱盐鳕鱼的保质期,与未经处理的对照样品的 7 天相比,可延长至 14-21 天。这项研究强调了脱盐过程中的质量变化,较低温度下的影响较小。随后的 HPP 可改善冷藏储存期间脱盐鳕鱼的微生物质量。
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引用次数: 0
SMARTerra, a High-Resolution Decision Support System for Monitoring Plant Pests and Diseases 用于监测植物病虫害的高分辨率决策支持系统 SMARTerra
Q1 Mathematics Pub Date : 2024-09-13 DOI: 10.3390/app14188275
Michele Fiori, Giuliano Fois, Marco Secondo Gerardi, Fabio Maggio, Carlo Milesi, Andrea Pinna
The prediction and monitoring of plant diseases and pests are key activities in agriculture. These activities enable growers to take preventive measures to reduce the spread of diseases and harmful insects. Consequently, they reduce crop loss, make pesticide and resource use more efficient, and preserve plant health, contributing to environmental sustainability. We illustrate the SMARTerra decision support system, which processes daily measured and predicted weather data, spatially interpolating them at high resolution across the entire Sardinia region. From these data, SMARTerra generates risk predictions for plant pests and diseases. Currently, models for predicting the risk of rice blast disease and the hatching of locust eggs are implemented in the infrastructure. The web interface of the SMARTerra platform allows users to visualize detailed risk maps and promptly take preventive measures. A simple notification system is also implemented to directly alert emergency responders. Model outputs by the SMARTerra infrastructure are comparable with results from in-field observations produced by the LAORE Regional Agency. The infrastructure provides a database for storing the time series and risk maps generated, which can be used by agencies and researchers to conduct further analysis.
预测和监测植物病虫害是农业的关键活动。这些活动使种植者能够采取预防措施,减少疾病和有害昆虫的传播。因此,它们可以减少作物损失,提高杀虫剂和资源的使用效率,保护植物健康,促进环境的可持续发展。我们展示了 SMARTerra 决策支持系统,该系统处理每日测量和预测的天气数据,并以高分辨率对整个撒丁岛地区进行空间插值。根据这些数据,SMARTerra 可生成植物病虫害风险预测。目前,预测稻瘟病和蝗虫卵孵化风险的模型已在该基础设施中实施。通过 SMARTerra 平台的网络界面,用户可以直观地看到详细的风险地图,并及时采取预防措施。此外,还实施了一个简单的通知系统,直接向应急响应人员发出警报。SMARTerra 基础设施的模型输出结果与 LAORE 地区机构的实地观测结果具有可比性。该基础设施提供了一个数据库,用于存储生成的时间序列和风险地图,供各机构和研究人员进行进一步分析。
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引用次数: 0
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