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Muhammad Umer Farooq and Aemal J. Khattak
In this study, the impact of errors and missing information in the inventory data of highway?rail grade crossings (HRGCs) on the crash frequency prediction models currently used in the US is investigated. Transportation authorities and safety regulators ...
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Khaqan Baluch, Heon-Joon Park, Kyuchan Ji and Sher Q. Baluch
Whilst numerical modelling is commonly used for simulation to check the design of water conveyance, sluicing and spillway structure design, the numerical modelling has rarely been compared with the physical model tests. The objective of this research pre...
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Mikel Penagarikano, Amparo Varona, Germán Bordel and Luis Javier Rodriguez-Fuentes
In this paper, a semisupervised speech data extraction method is presented and applied to create a new dataset designed for the development of fully bilingual Automatic Speech Recognition (ASR) systems for Basque and Spanish. The dataset is drawn from an...
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Jonatan Pendiuk, María Florencia Degano, Luis Guarracino and Raúl Eduardo Rivas
The practical utility of remote sensing techniques depends on their validation with ground-truth data. Validation requires similar spatial-temporal scales for ground measurements and remote sensing resolution. Evapotranspiration (ET) estimates are common...
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Jibran Khan, Erik Thysell, Claus Backalarz, Per Finne, Ole Hertel and Steen Solvang Jensen
This article aims to assess the performance of Nord2000, RTN-96, and CNOSSOS-EU, the Nordic and European noise prediction standards, in predicting daily LAeq24h and Lden levels (dBA), by comparing them with measurements gathered over 76 days from the E45...
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Sa?ad Ibrahim
Land use and land cover (LULC) mapping can be of great help in changing land use decisions, but accurate mapping of LULC categories is challenging, especially in semi-arid areas with extensive farming systems and seasonal vegetation phenology. Machine le...
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Banteamlak Kase Abebe, Fasikaw Atanaw Zimale, Kidia Kessie Gelaye, Temesgen Gashaw, Endalkachew Goshe Dagnaw and Anwar Assefa Adem
In most developing countries, biophysical data are scarce, which hinders evidence-based watershed planning and management. To use the scarce data for resource development applications, special techniques are required. Thus, the primary goal of this study...
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Kaiyu Suzuki and Tomofumi Matsuzawa
Model soups synthesize multiple models after fine-tuning them with different hyperparameters based on the accuracy of the validation data. They train different models on the same training and validation data sets. In this study, we maximized the model fi...
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Stefania A. Ciliberti, Eric Jansen, Giovanni Coppini, Elisaveta Peneva, Diana Azevedo, Salvatore Causio, Laura Stefanizzi, Sergio Creti?, Rita Lecci, Leonardo Lima, Mehmet Ilicak, Nadia Pinardi and Atanas Palazov
This work describes the design, implementation and validation of the Black Sea physics analysis and forecasting system, developed by the Black Sea Physics production unit within the Black Sea Monitoring and Forecasting Center as part of the Copernicus Ma...
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Stefania A. Ciliberti, Marilaure Grégoire, Joanna Staneva, Atanas Palazov, Giovanni Coppini, Rita Lecci, Elisaveta Peneva, Marius Matreata, Veselka Marinova, Simona Masina, Nadia Pinardi, Eric Jansen, Leonardo Lima, Ali Aydogdu, Sergio Creti?, Laura Stefanizzi, Diana Azevedo, Salvatore Causio, Luc Vandenbulcke, Arthur Capet, Catherine Meulders, Evgeny Ivanov, Arno Behrens, Marcel Ricker, Gerhard Gayer, Francesco Palermo, Mehmet Ilicak, Murat Gunduz, Nadezhda Valcheva and Paola AgostiniaddShow full author listremoveHide full author list
The Black Sea Monitoring and Forecasting Center (BS-MFC) is the European reference service for the provision of ocean analyses, forecasts, and reanalyses in the Black Sea basin. It is part of the Copernicus Marine Environment and Monitoring Service (CMEM...
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Yukiharu Hisaki
Drifting buoys collect wave data in the open ocean far from land and in areas with strong currents. However, the validation of the drifting buoy wave data is limited. Here, we compared the drifting buoy wave data, ERA5 wave data, and moored GPS buoy wave...
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László Beinrohr, Eszter Kail, Péter Piros, Erzsébet Tóth, Rita Fleiner and Krasimir Kolev
Data science and machine learning are buzzwords of the early 21st century. Now pervasive through human civilization, how do these concepts translate to use by researchers and clinicians in the life-science and medical field? Here, we describe a software ...
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Lih Wei Yeow, Raymond Low, Yu Xiang Tan and Lynette Cheah
Point-of-interest (POI) data from map sources are increasingly used in a wide range of applications, including real estate, land use, and transport planning. However, uncertainties in data quality arise from the fact that some of this data are crowdsourc...
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Zhi-Wei Hou, Cheng-Zhi Qin, A-Xing Zhu, Yi-Jie Wang, Peng Liang, Yu-Jing Wang and Yun-Qiang Zhu
Intelligent geoprocessing relies heavily on formalized parameter constraints of geoprocessing tools to validate the input data and to further ensure the robustness and reliability of geoprocessing. However, existing methods developed to formalize paramet...
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Qi Zhang, Lihua Xu, Maozhen Zhang, Zhi Wang, Zhangfeng Gu, Yaqi Wu, Yijun Shi and Zhangwei Lu
The accurate quantification of biomass helps to understand forest productivity and carbon cycling dynamics. Research on uncertainty during pretreatment is still lacking despite it being one of the major sources of uncertainty and an essential step in bio...
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Veronika Lukasová, Tomá? Bucha, Jana ?kvareninová and Jaroslav ?kvarenina
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Ameer Ali AL-Mshanji,Sura Zaki Al-Rashid
The technology of DNA Microarray has the ability to measure the levels of gene expression in different experimental conditions. Thousands of genes are generated in microarray experiments. The problem is that not all genes are significant; some of the gen...
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Thomas Wüest, Philipp Schuetz and Andreas Luible
The experimental setup implements a simplified PASSYS test cell construction, which is combined with a detailed simulation to reduce measurement effort. To analyze the cell?s dynamic behavior, the test cell was closely monitored with thermal sensors, and...
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Matteo Gentilucci, Maurizio Barbieri, Peter Burt and Fabrizio D?Aprile
This study provides a unique procedure for validating and reconstructing temperature and precipitation data. Although developed from data in Middle Italy, the validation method is intended to be universal, subject to appropriate calibration according to ...
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Richard Ménard and Martin Deshaies-Jacques
We examine how passive and active observations are useful to evaluate an air quality analysis. By leaving out observations from the analysis, we form passive observations, and the observations used in the analysis are called active observations. We evalu...
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