Data

2016 - 2025

Current editor(s): Ms. Cecilia Yang

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Bibliographic data for series maintained by MDPI Indexing Manager ().

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Volume 10, issue 5, 2025

Tracking U.S. Land Cover Changes: A Dataset of Sentinel-2 Imagery and Dynamic World Labels (2016–2024) pp. 1-15

Antonio Rangel, Juan Terven, Diana-Margarita Córdova-Esparza, Julio-Alejandro Romero-González, Alfonso Ramírez-Pedraza, Edgar A. Chávez-Urbiola, Francisco. J. Willars-Rodríguez and Gendry Alfonso-Francia

A Synergistic Bridge Between Human–Computer Interaction and Data Management Within CDSS pp. 1-22

Ali Azadi and Francisco José García-Peñalvo

Performance and Scalability of Data Cleaning and Preprocessing Tools: A Benchmark on Large Real-World Datasets pp. 1-22

Pedro Martins, Filipe Cardoso, Paulo Váz, José Silva and Maryam Abbasi

Linear Dimensionality Reduction: What Is Better? pp. 1-21

Mohit Baliyan and Evgeny M. Mirkes

A Complementary Dataset of Scalp EEG Recordings Featuring Participants with Alzheimer’s Disease, Frontotemporal Dementia, and Healthy Controls, Obtained from Photostimulation EEG pp. 1-14

Aimilia Ntetska, Andreas Miltiadous, Markos G. Tsipouras, Katerina D. Tzimourta, Theodora Afrantou, Panagiotis Ioannidis, Dimitrios G. Tsalikakis, Konstantinos Sakkas, Emmanouil D. Oikonomou, Nikolaos Grigoriadis, Pantelis Angelidis, Nikolaos Giannakeas and Alexandros T. Tzallas

Mineralogical and Geochemical Compositions of Sedimentary Rocks in the Gosau Group (Late Cretaceous), Grünbach–Neue Welt Area, Austria pp. 1-17

Xinxuan Xiang, Eun Young Lee, Erich Draganits and Michael Wagreich

From Crisis to Algorithm: Credit Delinquency Prediction in Peru Under Critical External Factors Using Machine Learning pp. 1-53

Jomark Noriega, Luis Rivera, Jorge Castañeda and José Herrera

Using Visualization to Evaluate the Performance of Algorithms for Multivariate Time Series Classification pp. 1-25

Edgar Acuña and Roxana Aparicio

Orange Leaves Images Dataset for the Detection of Huanglongbing pp. 1-8

Juan Carlos Torres-Galván, Paul Hernández Herrera, Juan Antonio Obispo, Xocoyotzin Guadalupe Ávila Cruz, Liliana Montserrat Camacho Ibarra, Paula Magaldi Morales Orosco, Alfonso Alba, Edgar R. Arce-Santana, Valdemar Arce-Guevara, J. S. Murguía, Edgar Guevara and Miguel G. Ramírez-Elías

Dataset on Food Waste in Households: The Case of Latvia pp. 1-8

Ilze Beitane, Sandra Iriste, Martins Sabovics, Gita Krumina-Zemture and Janis Jenzis

Introducing UWF-ZeekData24: An Enterprise MITRE ATT&CK Labeled Network Attack Traffic Dataset for Machine Learning/AI pp. 1-28

Marshall Elam, Dustin Mink, Sikha S. Bagui, Russell Plenkers and Subhash C. Bagui

Time-Course Transcriptomic Dataset of Gallic Acid-Induced Human Cervical Carcinoma HeLa Cell Death pp. 1-12

Ho Man Tang and Peter Chi Keung Cheung

Zooplankton Standing Stock Biomass and Population Density: Data from Long-Term Studies Covering Changes in Trophy and Climate Impacts in a Deep Subalpine Lake (Lake Maggiore, Italy) pp. 1-4

Roberta Piscia, Rossana Caroni and Marina Manca

The Long-Term Annual Datasets for Azov Sea Basin Ecosystems for 1925–2024 and Russian Sturgeon Occurrences in 2000–2024 pp. 1-10

Mikhail M. Piatinskii, Dmitrii G. Bitiutskii, Arsen V. Mirzoyan, Valerii A. Luzhniak, Vladimir N. Belousov, Dmitry F. Afanasyev, Svetlana V. Zhukova, Sergey N. Kulba, Lyubov A. Zhivoglyadova, Dmitrii V. Hrenkin, Tatjana I. Podmareva, Polina M. Cherniavksaia, Dmitrii S. Burlachko, Nadejda S. Elfimova, Olga V. Kirichenko and Inna D. Kozobrod

A Dataset for Examining the Problem of the Use of Accounting Semi-Identity-Based Models in Econometrics pp. 1-10

Francisco Javier Sánchez-Vidal

Historical Bolide Infrasound Dataset (1960–1972) pp. 1-10

Elizabeth A. Silber and Rodney W. Whitaker

Volume 10, issue 4, 2025

A Comprehensive Monte Carlo-Simulated Dataset of WAXD Patterns of Wood Cellulose Microfibrils pp. 1-11

Ricardo Baettig and Ben Ingram

River Restoration Units: Riverscape Units for European Freshwater Ecosystem Management pp. 1-13

Gonçalo Duarte, Angeliki Peponi, Pedro Segurado, Tamara Leite, Florian Borgwardt, Andrea Funk, Sebastian Birk, Maria Teresa Ferreira and Paulo Branco

Predictors of Immune Fitness and the Alcohol Hangover: Survey Data from UK and Irish Adults pp. 1-13

Joris C. Verster, Agnese Merlo, Maureen N. Zijlstra, Benthe R. C. van der Weij, Anne S. Boogaard, Sanne E. Schulz, Jessica Balikji, Andy J. Kim, Sherry H. Stewart, Simon B. Sherry, Johan Garssen, Gillian Bruce and Lydia E. Devenney

Sentiment Matters for Cryptocurrencies: Evidence from Tweets pp. 1-13

Radu Lupu and Paul Cristian Donoiu

A Partition-Based Hybrid Algorithm for Effective Imbalanced Classification pp. 1-27

Kittipong Theephoowiang and Anantaporn Hanskunatai

Experimental Dataset for Fiber Optic Specklegram Sensing Under Thermal Conditions and Use in a Deep Learning Interrogation Scheme pp. 1-8

Francisco J. Vélez, Juan D. Arango, Víctor H. Aristizábal, Carlos Trujillo and Jorge A. Herrera-Ramírez

Quantifying Relational Exploration in Cultural Heritage Knowledge Graphs with LLMs: A Neuro-Symbolic Approach for Enhanced Knowledge Discovery pp. 1-19

Mohammed Maree

Linking Fungal Genomics to Thermal Growth Limits: A Dataset of 730 Sequenced Species pp. 1-12

William Bains

A Benchmark Dataset for the Validation of Phase-Based Motion Magnification-Based Experimental Modal Analysis pp. 1-23

Pierpaolo Dragonetti, Marco Civera, Gaetano Miraglia and Rosario Ceravolo

Terrestrial Carbon Storage Estimation in Guangdong Province (2000–2021) pp. 1-5

Wei Wang, Yueming Hu, Xiaoyun Mao, Ying Zhang, Liangbo Tang and Junxing Cai

Plankton Dataset During Austral Spring and Summer in the Valdés Biosphere Reserve, Patagonia, Argentina pp. 1-5

Ariadna Celina Nocera, Maité Latorre, Valeria Carina D’Agostino, Brenda Temperoni, Carla Derisio, María Sofía Dutto, Anabela Berasategui, Irene Ruth Schloss and Rodrigo Javier Gonçalves

Observational Monitoring Records Downstream Impacts of Beaver Dams on Water Quality and Quantity in Temperate Mixed-Land-Use Watersheds pp. 1-18

Erin E. Novobilsky, Jack R. Navin, Deon H. Knights and P. Zion Klos

Improved Script Identification Algorithm Using Unicode-Based Regular Expression Matching Strategy pp. 1-22

Mamtimin Qasim and Wushour Silamu

A Comprehensive Data Maturity Model for Data Pre-Analysis pp. 1-22

Lukas Knoflach, Lin Shao and Torsten Ullrich

Sharing Research Data in Collaborative Material Science and Engineering Projects pp. 1-20

Tim Opatz, Kim Feldhoff, Hajo Wiemer and Steffen Ihlenfeldt

Volume 10, issue 3, 2025

The 1688 Sannio–Matese Earthquake: A Dataset of Environmental Effects Based on the ESI-07 Scale pp. 1-30

Angelica Capozzoli, Valeria Paoletti, Sabina Porfido, Alessandro Maria Michetti and Rosa Nappi

Analysis of Minerals Using Handheld Laser-Induced Breakdown Spectroscopy Technology pp. 1-10

Naila Mezoued, Cécile Fabre, Jean Cauzid, YongHwi Kim and Marjolène Jatteau

KRID: A Large-Scale Nationwide Korean Road Infrastructure Dataset for Comprehensive Road Facility Recognition pp. 1-28

Hyeongbok Kim, Eunbi Kim, Sanghoon Ahn, Beomjin Kim, Sung Jin Kim, Tae Kyung Sung, Lingling Zhao, Xiaohong Su and Gilmu Dong

HOSPI Application to Portuguese Hospitals’ Websites pp. 1-19

Delfina Soares, Joana Carvalho and Dimitrios Sarantis

Open Georeferenced Field Data on Forest Types and Species for Biodiversity Assessment and Remote Sensing Applications pp. 1-9

Patrizia Gasparini, Lucio Di Cosmo, Antonio Floris, Federica Murgia and Maria Rizzo

Spatial Dataset of Climate Robust and High-Yield Agricultural Areas in Brandenburg: Results of a Classification Framework Using Bio-Economic Climate Simulations pp. 1-7

Hannah Jona von Czettritz, Sandra Uthes, Johannes Schuler, Kurt-Christian Kersebaum and Peter Zander

Draft Genome Sequence Data of the Ensifer sp. P24N7, a Symbiotic Bacteria Isolated from Nodules of Phaseolus vulgaris Grown in Mining Tailings from Huautla, Morelos, Mexico pp. 1-7

José Augusto Ramírez-Trujillo, Maria Guadalupe Castillo-Texta, Mario Ramírez-Yáñez and Ramón Suárez-Rodríguez

A Directory of Datasets for Mining Software Repositories pp. 1-18

Themistoklis Diamantopoulos and Andreas L. Symeonidis

SAPEx-D: A Comprehensive Dataset for Predictive Analytics in Personalized Education Using Machine Learning pp. 1-29

Muhammad Adnan Aslam, Fiza Murtaza, Muhammad Ehatisham Ul Haq, Amanullah Yasin and Numan Ali

Data Quality Tools to Enhance a Network Anomaly Detection Benchmark pp. 1-15

José Camacho and Rafael A. Rodríguez-Gómez

Experimental Parametric Forecast of Solar Energy over Time: Sample Data Descriptor pp. 1-15

Fernando Venâncio Mucomole, Carlos Augusto Santos Silva and Lourenço Lázaro Magaia

Using Weather Data for Improved Analysis of Vehicle Energy Efficiency pp. 1-16

Reno Filla

A Comprehensive Indoor Environment Dataset from Single-Family Houses in the US pp. 1-14

Sheik Murad Hassan Anik, Xinghua Gao and Na Meng

Historical Hourly Information of Four European Wind Farms for Wind Energy Forecasting and Maintenance pp. 1-14

Javier Sánchez-Soriano, Pedro Jose Paniagua-Falo and Carlos Quiterio Gómez Muñoz

Volume 10, issue 2, 2025

Global Dataset of Extreme Sea Levels and Coastal Flood Impacts over the 21st Century pp. 1-13

Ebru Kirezci, Ian Young, Roshanka Ranasinghe, Yiqun Chen, Yibo Zhang and Abbas Rajabifard

Data-Driven Scheduling Optimization for SMT Lines Using SMD Reel Commonality pp. 1-24

Jorge Quijano, Nohemi Torres Cruz, Leslie Quijano-Quian, Eduardo Rafael Poblano-Ojinaga and Salvador Anacleto Noriega Morales

Statistical Approach in Personalized Nutrition Exemplified by Reanalysis of Public Datasets pp. 1-12

Paola G. Ferrario, Maik Döring and Christian Ritz

An Open Database of the Internal and Surface Temperatures of a Reinforced-Concrete Slab-on-I-Beam Section pp. 1-12

Pedro Cavadia, José M. Benjumea, Oscar Begambre, Edison Osorio and María A. Mantilla

A Multimodal Dataset of Fact-Checked News from Chile’s Constitutional Processes: Collection, Processing, and Analysis pp. 1-19

Ignacio Molina, Brian Keith and Mauricio Matus

Consistency and Stability in Feature Selection for High-Dimensional Microarray Survival Data in Diffuse Large B-Cell Lymphoma Cancer pp. 1-19

Kazeem A. Dauda and Rasheed K. Lamidi

A Bayesian State-Space Approach to Dynamic Hierarchical Logistic Regression for Evolving Student Risk in Educational Analytics pp. 1-17

Moeketsi Mosia

Portable Analyses of Strategic Metal-Rich Minerals Using pXRF and pLIBS: Methodology and Database Development pp. 1-14

Marjolène Jatteau, Jean Cauzid, Cécile Fabre, Panagiotis Voudouris, Georgios Soulamidis and Alexandre Tarantola

Stress Factors in Higher Education: A Data Analysis Case pp. 1-14

Rodolfo Bojorque, Fernando Moscoso, Fernando Pesántez and Ángela Flores

Data on Stark Broadening of Sn II Spectral Lines pp. 1-6

Milan S. Dimitrijević, Magdalena D. Christova, Cristina Yubero and Sylvie Sahal-Bréchot

Impact of Various Land Cover Transformations on Climate Change: Insights from a Spatial Panel Analysis pp. 1-21

Mohsen Khezri

Visual Footprint of Separation Through Membrane Distillation on YouTube pp. 1-22

Ersin Aytaç and Mohamed Khayet

CropsDisNet: An AI-Based Platform for Disease Detection and Advancing On-Farm Privacy Solutions pp. 1-22

Mohammad Badhruddouza Khan, Salwa Tamkin, Jinat Ara, Mobashwer Alam and Hanif Bhuiyan

RNA Sequencing Dataset of Drosophila Nociceptor Translatomic Response to Injury pp. 1-7

Christine M. Hale, Kyle J. Beauchemin, Courtney L. Brann, Julie K. Moulton, Ramaz Geguchadze, Benjamin J. Harrison and Geoffrey K. Ganter

Rainfall Intensity–Duration–Frequency Curves Dataset for Brazil pp. 1-7

Ivana Patente Torres, Roberto Avelino Cecílio, Laura Thebit de Almeida, Marcel Carvalho Abreu, Demetrius David da Silva, Sidney Sara Zanetti and Alexandre Cândido Xavier

Seaweed-Based Bioplastics: Data Mining Ingredient–Property Relations from the Scientific Literature pp. 1-16

Fernanda Véliz, Thulasi Bikku, Davor Ibarra-Pérez, Valentina Hernández-Muñoz, Alysia Garmulewicz and Felipe Herrera

Volume 10, issue 1, 2025

Application of Google Earth Engine to Monitor Greenhouse Gases: A Review pp. 1-17

Damar David Wilson, Gebrekidan Worku Tefera and Ram L. Ray

Minisatellite Isolation and Minisatellite Molecular Marker Development in Citrus limon (L.) Osbeck pp. 1-11

Oleg S. Alexandrov and Dmitry V. Romanov

Synthetic Dataset for Analyzing Geometry-Dependent Optical Properties of All-Pass Micro-Ring Resonators pp. 1-11

Sebastian Valencia-Garzon, Esteban Gonzalez-Valencia, Nelson Gómez-Cardona, Andres Calvo-Salcedo, J. A. Jaramillo-Villegas, Jorge Montoya-Cardona and Erick Reyes-Vera

Credit Evaluation of Technology-Based Small and Micro Enterprises: An Innovative Weighting Method Based on Machine Learning and AHP pp. 1-21

Bingya Wu, Zhihui Hu, Zhouyi Gu, Yuxi Zheng and Jiayan Lv

Artificial Intelligence and Ontologies for the Management of Heritage Digital Twins Data pp. 1-24

Achille Felicetti and Franco Niccolucci

Cholec80-Boxes: Bounding Box Labelling Data for Surgical Tools in Cholecystectomy Images pp. 1-9

Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Herag Arabian, Alberto Battistel, Paul David Docherty, Hisham ElMoaqet, Thomas Neumuth and Knut Moeller

The EDI Multi-Modal Simultaneous Localization and Mapping Dataset (EDI-SLAM) pp. 1-14

Peteris Racinskis, Gustavs Krasnikovs, Janis Arents and Modris Greitans

Optimizing Parkinson’s Disease Prediction: A Comparative Analysis of Data Aggregation Methods Using Multiple Voice Recordings via an Automated Artificial Intelligence Pipeline pp. 1-20

Zhengxiao Yang, Hao Zhou, Sudesh Srivastav, Jeffrey G. Shaffer, Kuukua E. Abraham, Samuel M. Naandam and Samuel Kakraba

A Comprehensive Parcel-Level Dataset on Farmland Assessment: Addressing Grid-Cell Data Bias Estimation pp. 1-12

Wai Yan Siu, Man Li and Arthur Caplan

Self-Reported Data for Sustainable Development from People Living in Rural and Remote Areas pp. 1-15

Salem Ahmed Alabdali, Salvatore Flavio Pileggi and Gnana Bharathy