A Two-Step Reconstruction Framework for Mapping Seamless All-Weather Daily Evapotranspiration Using Thermal Infrared Data by Gengle Zhao, Long Zhao, Lisheng Song, Hua Wu, Qiaoyun Xie, Shaomin Liu, Kejia Xue, Sinuo Tao, Penghai Wu, Lingfeng Zhang

“…Spatio-temporally continuous daily evapotranspiration (ET) is essential for characterizing water and energy exchange and scheduling efficient water management. ET has conventionally been generated using thermal infrared-based models, cloud contamination of satellite data could prohibit accurate estimates of spatial continuous daily ET. …”
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Precision Agriculture: A Web-GIS Framework for Health and Stress Assessment Using Multi-Source Remote Sensing Data by S. Bhakal, A. Pandey, K. Jain

“…The primary objective of this research is to create a model within the Google Earth Engine (GEE) framework, a WebGIS platform that enables its users to access analyses and visualize geospatial data for a wide range of applications. This model will enable researchers to calculate several indices for crop health and stress assessment mentioned in this research in their respective Areas of Interest (AOI) whether using either a UAV or satellite dataset. …”
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Robust Road Surface Classification Using Time Series Augmented Intelligent Tire Sensor Data and 1-D CNN by Seokchan Kim, Yeong-Jae Kim, Dongwook Lee, Hanmin Lee

“…In recent years, there has been a lot of research on using the vibration characteristic of tires to estimate the road surface condition from its features. …”
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Monitoring Soil Salinity and Vegetation Using Multispectral Remote Sensing Data in Interceptor Drain of Salt Marsh in Qazvin Plain by Afshin Uossef Gomrokchi, Mehdi Akbari, Mehdi Akbari, Mahdi Younesi

“…Using Remote Sensing method and georeferenced and laboratory data, soil salinity changes over time can be monitored. …”
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Inversion of interlayer scale using dynamic data of production wells in bottom water reservoirs: Sangtamu Oilfield, Tarim basin by Mengjiao Dou, Shaohua Li, Wanjiang Bian, Huan Wang, Lunjie Chang, Zhengjun Zhu, Jun Li

“…This method has been applied in the Tarim Basin’s Sangtamu Oilfield, where the reservoir numerical simulation history was used to fit the model. …”
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Modelling off-stream reservoir using rainfall-runoff transformation and satellite rainfall data in Liliba and Manikin watersheds of Indonesia

“…The results demonstrate that rainfall-runoff simulation could be performed using the GSMaP data in conjunction with the SMA loss method; however, adjustments to HEC-HMS parameters are necessary based on analysis duration and local conditions. …”
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Sociological Analysis of Gender Differences in Suicide Ideation on Instagram: A Social Network Analysis Approach Using Big Data by Somayeh Mirzaee, Akbar Aliverdinia

“…For data cleaning, Excel was employed, while Gephi and R software were used for data analysis to calculate network variables. …”
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Research on multi-algorithm and explainable AI techniques for predictive modeling of acute spinal cord injury using multimodal data by Jiaojiao Tai, Linbang Wang, Yijun Xie, Yang Li, Hua Fu, Xiaowen Ma, Haiyan Li, Xinying Li, Ziqiang Yan, Jingkun Liu

“…A total of 387 ASCI patients were included, with clinical, imaging, and laboratory data collected. Key features were selected using univariate analysis, Lasso regression, and other feature selection techniques, integrating clinical, radiomics, and laboratory data. …”
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Segmentation of the iliac crest from CT-data for virtual surgical planning of facial reconstruction surgery using deep learning by Stefan Raith, Tobias Pankert, Jônatas de Souza Nascimento, Srikrishna Jaganathan, Florian Peters, Mathias Wien, Frank Hölzle, Ali Modabber

“…Conclusions: The method was successfully used to extract the individual geometries of the iliac crest from CT data. …”
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De‐Mystifying the Clone‐Censor‐Weight Method for Causal Research Using Observational Data: A Primer for Cancer Researchers by Charles E. Gaber, Armen A. Ghazarian, Paula D. Strassle, Tatiane B. Ribeiro, Maribel Salas, Camille Maringe, Xabier Garcia‐Albeniz, Richard Wyss, Wei Du, Jennifer L. Lund

“…ABSTRACT Background Regulators and oncology healthcare providers are increasingly interested in using observational studies of real‐world data (RWD) to complement clinical evidence from randomized controlled trials for informed decision‐making. …”
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Multisensor Data Fusion for Coastal Boundary Detection by Res-U-Net Implementation Using High-Resolution UAV Imagery by Qin Wang, Nyasha J. Kavhiza, Fakhrul Islam, Ilyas Ahmad Huqqani, Mohsin Abbas, Sanjoy Barman

“…The preprocessed input data has been reinforced by geometric adjustments and contrast normalizing to improve resilience and generalization. …”
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Traumatic rib fractures: a marker of severe injury. A nationwide study using the National Trauma Data Bank by R Marijn Houwert, Yassine Ochen, Marilyn Heng, Rolf H H Groenwold, Jesse Peek, Noelle Saillant, Loek P H Leenen, Tarsicio Uribe-Leitz

“…Furthermore, although it has been suggested that there is a large heterogeneity among patients with traumatic rib fractures, there is insufficient literature reporting on the outcomes of different subgroups.Methods A retrospective cohort study using the National Trauma Data Bank was performed. …”
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A Comparison between Ericson's Formulae Results and Experimental Data Using New Formulae of Single Particle Level Density by Hadeer Kadhim Mohamed, Ali Dawoud Salloum

“… The partial level density PLD of pre-equilibrium reactions that are described by Ericson’s formula has been studied using different formulae of single particle level density . …”
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Fault Location on Radial Distribution Systems Using Wavelets and Artificial Neural Networks with a New Data Processing Feature by NERI Jr., A. L., MOREIRA, F. A., de SOUZA, B. A.

“…In this paper, a new algorithm for fault location in distribution power systems is presented. Using computational simulations, travelling waves theory, wavelet transform, a new data preprocessing feature, and artificial neural networks, this new algorithm tries to approximate the fault location using data provided by only one measurement point at the beginning of the feeder.…”
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Land cover classification using Land Parcel Identification System (LPIS) data and open source Eo-Learn library by Fatih Fehmi Şimşek, Süleyman Savaş Durduran

“…As well as being reference data in the LPIS update, current land cover and land use classification results with satellite images also provide statistical information about which class has changed over the years and how much the class or classes need to be updated, and will also provide the planning of the update to be made on a national scale. …”
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Evaluation of porosity, permeability, and reservoir quality of the Asmari Formation using sedimentary facies and diagenesis data in the Ahvaz oil field by Akbar Heidari, Narges Shokri, Milad Faraji

“…Microfacies studies of this formation led to the identification of 14 microfacies in five facies associations. Cementation has often caused data to shift to the left on the plot, leading to microfacies being excluded from the reservoir zone. …”
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Assessing spatiotemporal variability in SARS-CoV-2 infection risk for hospital workers using routinely-collected data. by Jared K Wilson-Aggarwal, Nick Gotts, Kellyn Arnold, Moira J Spyer, Catherine F Houlihan, Eleni Nastouli, Ed Manley

“…Using data from the first year of the pandemic, we investigated whether an individual's COVID-19 test result was associated with behavioural markers derived from routinely collected hospital data two weeks prior to a test. …”
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Determinants of Childbirth Choice in Rural Senegal: Mixed-Methods Analysis Using Data from the Niakhar Demographic Surveillance System by Pape Latyr Faye

“…Materials and methods: The study used a mixed-methods approach. Data from women who gave birth in the Niakhar observatory area between 1983 and 2020 were used, and chi-square tests and qualitative analyses were performed. …”
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Using location-based social network data for activity intensity analysis: A case study of New York City by Haluk Laman, Shamsunnahar Yasmin, Naveen Eluru

“…While earlier research efforts focused either on disaggregate patterns or aggregate analysis of social and temporal attributes, no attempt has been made to relate the data to transportation planning outcomes. …”
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Shear Wave Velocity Analysis Based on Two Rock Layers Modeling Using Microtremor Data of Gresik and Surrounding Areas by Putri Aliffi Rahmahdina, Eko Bayu Purwasatriya, Marjiyono Marjiyono, Indra Permanajati, Afikah Binti Rahim

“…To complete this research, microtremor array data was collected by the Geological Survey Center in the Gresik area which was then processed using the SPAC (Spatial Autocorrelation) method. …”
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