Novel Drop‐Sampler for Simultaneous Collection of Stereo‐Video, Environmental DNA and Oceanographic Data by Samuel Thompson, Simon Jarman, Kingsley Griffin, Claude Spencer, Gabrielle Cummins, Julian Partridge, Tim Langlois

“…We designed and tested a rapidly deployable, robust method pairing water sampling for eDNA collection and stereo‐video imagery, comparing inferred fish assemblages with interspersed baited remote underwater video (stereo‐BRUV) samples. …”
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Investigating Pedestrian Crossing Patterns at Crossing Locations Based on Trajectory Data Collected by UAV by Ting Fu, Shuke Xie, Rubing Li, Junhua Wang, Lanfang Zhang, Anae Sobhani, Shou’en Fang

“…The model, along with the UAV-based trajectory observation method, provides an easily-applied and low-cost way of traffic data collection for the purpose of pedestrian safety evaluation.…”
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Location Method of Buried Polyethylene Gas Pipeline Based on Acoustic Signal Ellipse Method by Hanyu Zhang, Yang Li, Zhuo Xu, Ao Zhang, Xianfa Liu, Pengyao Sun, Xianchao Sun

“…First, a dual-tree complex wavelet transform is employed to denoise the collected signals, enhancing the quality and accuracy of the data. …”
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Unmanned-Aerial-Vehicle Trajectory Planning for Reliable Edge Data Collection in Complex Environments by Zhengzhe Xiang, Fuli Ying, Xizi Xue, Xiaorui Peng, Yufei Zhang

“…This shift imposes challenges on efficiently handling the substantial data generated at the edge, especially in extreme scenarios, where conventional data collection methods face limitations. …”
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Construction of dense CMP data from sparsely collected GPR CMP data for the improved estimation of soil dielectric constant profile by Koki Oikawa, Hirotaka Saito, Seiichiro Kuroda, Kazunori Takahashi

“…The novel method is considered more suitable for the construction of dense data from sparsely collected CMP data than the method based on the POCS algorithm.…”
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UAV Data Collection Co-Registration: LiDAR and Photogrammetric Surveys for Coastal Monitoring by Carmen Maria Giordano, Valentina Alena Girelli, Alessandro Lambertini, Maria Alessandra Tini, Antonio Zanutta

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Remotely geolocating static events observed by citizens using data collected by mobile devices by Jacinto Estima, Ismael Jesus, Cidália C. Fonte, Alberto Cardoso

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A Study on Big Data Collecting and Utilizing Smart Factory Based Grid Networking Big Data Using Apache Kafka by Sangil Park, Jun-Ho Huh

“…In other words, legacy systems most commonly used in manufacturing sites such as ERP, MES, WMS, etc. use the central system called ESB or EAI, to collect data with the SOA method for inter-system data linkage and collection and pass it on to another legacy system. …”
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A decoupling method for wheel-rail contact forces of heavy-duty trains based on big data and neural networks by ZHANG Zhenhui, WEI Kai, PENG Shenyou, YIN Shengwen, WANG Zhonggang

“…To accurately identify and predict wheel-rail contact forces during the operation of heavy-duty trains, this paper proposes a novel method of decoupling and predicting these forces based on big data related to non-contact strain at the wheel periphery and a neural network. …”
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Streamlining urban tree data collection: a case study on Olomouc housing estates by M. Kašpar, A. Létal

“…Technological advancements in data collection methods offer new possibilities for making these processes more efficient. …”
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MVSAPNet: A Multivariate Data-Driven Method for Detecting Disc Cutter Wear States in Composite Strata Shield Tunneling by Yewei Xiong, Xinwen Gao, Dahua Ye

“…The method performs better on the data collected from the Ma Wan Cross-Sea Tunnel project in Shenzhen, China, with an accuracy of 0.9187 and an F1 score of 0.8978, yielding higher values than the experimental results of other classification models.…”
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Synchronous phasor anomaly detection method of real-time electricity price data in power market considering recording deviation by Xin Zhao, Zhe Liu, Meng He

“…This paper comprehensively analyzes the causes of abnormal real-time node electricity price data collected by PMU in the bilateral negotiated electricity market. …”
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Longitudinal Tire Force Estimation Method for 4WIDEV Based on Data-Driven Modified Recursive Subspace Identification Algorithm by Xiaoyu Wang, Te Chen, Jiankang Lu

“…For the longitudinal tire force estimation problem of four-wheel independent drive electric vehicles (4WIDEVs), traditional model-based observers have limitations such as high modeling complexity and strong parameter sensitivity, while pure data-driven methods are susceptible to noise interference and have insufficient generalization ability. …”
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Data collection and analysis of temperature field simulation of steam boiler for soil steam disinfection. by Sipu Pan

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Skills for Collecting Research Data, Analytical Skills, and Lecturer Job Effectiveness at Nigerian Universities. by Oluwafemi, Ebenezer Jegede, Otu, Bernard D.

“…The population of the study was 1856, from the two Universities. The instrument for data collection was constructed by the researchers using a four likert scale questionnaire titled; Skills for Collecting Research Data, Analytical Skills, and Lecturer Job Effectiveness at Nigerian Universities. …”
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Constructing a CDS-Based Network Backbone for Data Collection in Wireless Sensor Networks by Xiaoyan Kui, Yu Sheng, Huakun Du, Junbin Liang

“…Data collection is one of the most important operations in wireless sensor networks. …”
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A Quantitative Approach to Data Collection and Analysis of ECHO Programs Focused on Cancer Care by Jennifer McBride, Patrick Edwards, Mindi Odom, Rich Killewald

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Validating self-administration as an agile modality for high-frequency diet quality data collection. by Rhys Manners, Anna W Herforth, Maria Delfine, Rosil Hesen, Didier Nkubito, Karin Borgonjen-van den Berg, Eric Matsiko, Marguerite Niyibituronsa, Betül T M Uyar, Elise F Talsma

“…Our results confirm self-administered reporting by mobile-phone as a valid, low-cost method for collecting dietary data, with only marginal (yet significant for some subgroups) differences in agreement rates, compared to enumerated data. …”
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A Collection of Swedish Diachronic Word Embedding Models Trained on Historical Newspaper Data by Simon Hengchen, Nina Tahmasebi

“…This data was produced in the context of Språkbanken Text’s continued mission to collaborate with humanities and natural language processing (NLP) researchers and to provide freely available language resources, for the development of state-of-the-art NLP methods and tools.…”
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TailTimer: A device for automating data collection in the rodent tail immersion assay. by Mallory E Udell, Jie Ni, Angel Garcia Martinez, Megan K Mulligan, Eva E Redei, Hao Chen

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