Land Restoration Effectiveness Assessed by Satellite-Based Remote Sensing Technologies as A New Monitoring Approach by G. Zbedat, A. Brook

“…Sentinel-2 high-resolution multispectral imagery enables detailed tracking of vegetation health through indices like SAVI, PSRI, and NDWI. Additionally, Sentinel-1 SAR data offers insights into microtopography changes and soil moisture monitoring. …”
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Towards automated recipe genre classification using semi-supervised learning. by Nazmus Sakib, G M Shahariar, Md Mohsinul Kabir, Md Kamrul Hasan, Hasan Mahmud

“…The proposed pipeline named 3A2M+ extends the size of the Named Entity Recognition (NER) list to address missing named entities like heat, time or process from the recipe directions using two NER extraction tools. 3A2M+ dataset provides a comprehensive solution to the various challenging recipe-related tasks, including classification, named entity recognition, and recipe generation. …”
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Studies on Removal of Cr (VI) from Aqueous Solutions Using Powder of Mosambi Fruit Peelings (PMFP) As a Low Cost Sorbent by R. Hema Krishna, A. V. V. S. Swamy

“…The powder of mosambi fruit peelings (PMFP) was used as an adsorbent for the removal of heavy metal like Cr (VI) from aqueous solutions was studied using batch tests. …”
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E-Learning and Motivation: A Case Study on Students and Instructors at Duhok University by Suzan Sherzad Mohammed-Salih Alsoufi

“…Participants recognize E-learning’s benefits, including adaptability and accessibility, but they also express concerns about potential limitations on personal development, social relationships, digital literacy challenges, and specific infrastructural constraints in Kurdistan. The data also underscores motivation’s pivotal role in online learning success, proposing approaches like interactive resources, cooperation fostering, technical assistance provision, and measures to enhance intrinsic motivation. …”
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Some Aspects of Collaboration in Inclusive Education – Teachers’ Experiences by Dejana Bouillet

“…Each teacher also completed a short questionnaire about their opinions on elements that weaken inclusive practices in their school, as well as on some general data about schools. The  data obtained were analysed on both the qualitative and the quantitative levels. …”
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Identification of hateful amharic language memes on facebook using deep learning algorithms by Mequanent Degu Belete, Girma Kassa Alitasb

“…Hate speech has been disseminated more frequently on social media sites like Facebook in recent years. On Facebook, hate speech can proliferate through text, image, or video. …”
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Adapting Cloud Accounting As Creative Innovation And The Role Of Accountants In The Era Of Disruption by Ni Gusti Ayu Pitria, Haliah Haliah, Nirwana Nirwana

“…It elucidates the transition prompted by cloud accounting from traditional task execution, such as transaction recording, to a more analytical approach focused on deep data analysis through process automation. Yet, this transition does not render the accountant's role redundant; rather, it underscores the ongoing necessity for accountants to refine their competencies. …”
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A Score-Based Game Approach Considering Resource Heterogeneity and Social Dynamics for Traffic Optimization in Social IoT Networks by Muhammad Muneer Umar, Ali F. Almutairi, Shafiullah Khan

“…The mechanism employs a virtual currency-based game to incentivize cooperation by considering parameters such as proximity, energy levels, buffer size, correlated relays, and data quality. Additionally, social factors—including social preference, node importance, interaction history, and the probability of vital data transfer—are integrated into the decision-making process. …”
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A Comprehensive Review of Biogeochemical Modeling of Underground Hydrogen Storage: A Step Forward in Achieving a Multi-Scale Approach by Nicolò Santi Vasile

“…Through the use of several simulation tools, like PHREEQC, Comsol, DuMuX, Eclipse, CMG-GEM, and others, this study explores how modeling approaches are evolving to incorporate multiphysics processes and biochemical feedback loops, which are essential for predicting hydrogen retention, flow, and potential risks. …”
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Extant life detection using label-free video microscopy in analog aquatic environments. by Carl D Snyder, Manuel Bedrossian, Casey Barr, Jody W Deming, Chris A Lindensmith, Christian Stenner, Jay L Nadeau

“…An open-source, autonomous software package with computational requirements that can be scaled to spaceflight computers was used to classify the data. These results demonstrate the utility of volumetric light microscopy for life detection, but also suggest the importance of developing methods to stimulate cells in situ and process data using the restrictions imposed by mission bandwidth, as well as instruments to capture cell-like objects for detailed chemical analysis.…”
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Evaluation of Merdeka Belajar program of the Kampus Merdeka by Bernadetha Nadeak

“…Descriptive statistical analysis was used to analyze the data. The results of the study show that students who have participated in the MBKM program provide benefits such as each student can re-explore themselves to find what they like, what they want to develop even more, and what they want to make or create according to their interests and their talents. also provides additional competencies in solving problems, improving soft skills, job search competencies, and post-college preparation competencies. …”
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Regulatory Barriers For Entrepreneurship and Start-Ups In Renewable Energy: Bibliometric Analysis by Iuliia Myroshnychenko, Serhiy Podosynnikov, Dmytro Halynskyi, Mykola Ushkalov, Oleksandr Chuhai

“…One hundred seven documents published between 2002 and 2024 were analysed through bibliometric techniques using tools like Biblioshiny and Excel. The study cleans and processes data by removing irrelevant terms and consolidating synonyms to improve the accuracy of the bibliometric analysis. …”
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Cotton Crop Classification using Optical and Microwave Remote Sensing Datasets in Google Earth Engine by B. Meerasha, M. Sagayam

“…Next, cotton crops through RF classifiers were applied on median composites of Sentinel-1 and Sentinel-2 data for each pixel in the region. Furthermore, spectral, structural and phenological feature time-series satellite data were merged and processed into a supervised random forest classifier. …”
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Can machine-learning algorithms improve upon classical palaeoenvironmental reconstruction models? by P. Sun, P. B. Holden, H. J. B. Birks, H. J. B. Birks

“…We considered three versions of the model: (1) a standard version of MEMLM, which uses only taxon abundance data; (2) MEMLMe, which uses only dimensionally reduced assemblage information, using a natural language-processing model (GloVe), to detect associations between taxa across the training data set; and (3) MEMLMc which incorporates both raw taxon abundance and dimensionally reduced summary (GloVe) data. …”
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Integrated land use and transportation modelling and planning: A South African journey by Louis Waldeck, Quintin van Heerden, Jenny Holloway

“…Confronted by poverty, income disparities and mounting demands for basic services such as clean water, sanitation and health care, urban planners in developing countries like South Africa, face daunting challenges. This paper explores the role of Integrated land use and  transportation modelling in metropolitan planning processes aimed at improving the spatial efficiency of urban form and ensuring that public sector investments in social and economic infrastructure contribute to economic growth and the reduction of persistent poverty and inequality. …”
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Modifiable risk factors for cardiovascular diseases in staff of aboveground and underground rail transport in Moscow by E. A. Zhidkova, K. G. Gurevich, E. M. Gutor, V. V. Zhelvis, O. N. Dzhioeva, A. A. Orlova, O. M. Drapkina

“…The collection and processing of data was carried out using Microsoft Excel and Statistica programs.Results. …”
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Psychological readiness for marriage of boys and girls during their student years by Elena A. Mannanova, Alexandra A. Nikitinа

“…Pogodina), the author's questionnaire, which includes questions about attitudes to marriage during the student period. For statistical data processing, the Student's criterion was used to compare groups. …”
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Indirect feedback as a tool for identifying academic misconduct: a cross-sectional multicentral study among medical students by Haitao Tang, Xufeng Wan, Wen Zeng

“…The most frequently observed misconduct occurred during data collection (31.73%) and data processing (29.51%), stages often marked by minimal oversight. …”
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Reducing locomotive maintenance costs with intelligent software by Valeria A. Butusova, Yuriy A. Davydov, Alexey S. Kushniruk, Denis Yu. Drogolov

“…This article aims to present computer software designed to process traction rolling stock (TRS) failure data and optimize inter-repair mileage standards, considering both reliability and cost-effectiveness parameters. …”
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Potential analysis and energy prediction of photovoltaic power plants using satellite-based remote sensing and artificial intelligence techniques by Hadis Ghaedrahmati, Saeed Talebi, Amirmohammad Moradi, Aref Eskandari, Parviz Parvin, Mohammadreza Aghaei, Mohammadreza Aghaei

“…However, the output of PV systems is subject to uncertainties arising from factors like unpredictable weather conditions. Given the considerable uncertainty in meteorological data, Geographic Information Systems (GIS) have emerged as effective tools for analyzing such data. …”
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