Preprints
Filtering by Subject: Education
Virunga Volcanoes Supersite Biennial Report: 2017- 2019
Published: 2025-08-09
Subjects: Education, Engineering, Life Sciences, Physical Sciences and Mathematics
The Virunga Volcanoes is the first Supersite established on the African continent in a highly populated Multi-hazards region. This permanent Supersite was established in a critical context as little was known about the Virunga hazards sources and their dynamics, and little done as measures to evaluate, mitigate and reduce their impacts. Similarly, the active volcanoes are poorly studied and [...]
The 1908 Tunguska event and electromagnetic phenomena
Published: 2025-07-31
Subjects: Education, Physical Sciences and Mathematics
This paper is a continuation of a series of works, devoted to various aspects of the 1908 Tunguska event. In this paper its author would like to draw attention to the arguments about the manifestations of electromagnetic phenomena in the 1908 Tunguska event. A review is provided of some data supporting the idea about the manifestation of electromagnetic phenomena. Although there is no direct [...]
Quantum Entropy & Probabilistic Clustering for Uncertainty-Aware Groundwater Quality Assessment in Geochemically Complex Terrains of Eastern India
Published: 2025-07-25
Subjects: Education, Physical Sciences and Mathematics
Groundwater quality assessment in geochemically heterogeneous regions is often constrained by deterministic models that overlook spatial variability, inter-parameter dependencies, and system uncertainty. This study proposes a novel Quantum Entropy-based Groundwater Quality Index (QEGWI), which leverages von Neumann entropy derived from quantum density matrices to weight hydrogeochemical [...]
Domain-Specific Embedding Models for Hydrology and Environmental Sciences: Enhancing Semantic Retrieval and Question Answering in RAG Pipelines
Published: 2025-07-11
Subjects: Education, Engineering
Large Language Models (LLMs) have shown strong performance across natural language processing tasks, yet their general-purpose embeddings often fall short in domains with specialized terminology and complex syntax, such as hydrology and environmental science. This study introduces HydroEmbed, a suite of open-source sentence embedding models fine-tuned for four QA formats: multiple-choice (MCQ), [...]
Multi-Model Machine Learning Analysis of Urban Temperature Trends: A Comparative Study on Climate Change Impacts in U.S. Cities of Midwest KANI Region
Published: 2025-07-01
Subjects: Education, Engineering, Life Sciences
Urban temperature prediction is critical for regional climate planning, environmental monitoring, and thermal hazard mitigation. This study employs a multi-model supervised machine learning framework to predict and forecast daily urban air temperatures and evaluate model performance across key counties in the U.S. Midwest KANI region: Polk (IA), Pulaski (AR), Lancaster (NE), and Johnson (KS), [...]
HydroBlox: AI-Assisted Visual Programming Framework for Enhanced Scientific Reproducibility in Hydrology
Published: 2025-06-20
Subjects: Civil and Environmental Engineering, Computational Engineering, Education, Environmental Engineering, Hydraulic Engineering, Science and Mathematics Education
Scientific workflow reproducibility for hydrological and environmental analyses remains a challenge due to the heterogeneity of data sources, analysis protocols, and evolving visualization needs. This study introduces HydroBlox, a client-side browser-based framework that supports the creation, execution, and export of hydrological workflows using a visual programming interface. The platform [...]
The 1993 Jerzmanowice event in Poland and the 1908 Tunguska event
Published: 2025-06-17
Subjects: Education, Physical Sciences and Mathematics
This paper is a continuation of a series of works, devoted to various aspects of the 1908 Tunguska event. In this paper its author would like to draw attention to the phenomenon that is sometimes called the Polish Tunguska in the Polish media, although it would probably be more correct to call it mini-Tunguska. In the evening of January 14, 1993, the village Jerzmanowice (about 20 km NW from [...]
Microbial dynamics in an intertrappean lake during the terminal phase of Deccan volcanism
Published: 2025-06-11
Subjects: Education, Life Sciences, Physical Sciences and Mathematics
Biogeochemical changes associated with Deccan volcanism and their potential link to the K/Pg extinction event are still debated in Palaeoclimate research. Contemporary terrestrial organosedimentary deposits are important archives for understanding the perturbation in the biogeochemical cycling during this critical episode in Earth's history. Here, we report an intertrappean lacustrine carbonate [...]
Most bivalves and gastropods calcify indistinguishably from dual clumped isotope equilibrium
Published: 2025-05-14
Subjects: Education
Molluscan shell-carbonates are extensively used to reconstruct paleo-temperatures at sub-annual resolution. The accurate application of two widely used temperature proxies, the shell carbonate oxygen isotope (ẟ18O) and carbonate clumped isotope (Δ47) composition, is based on the assumption that kinetics in the DIC-H2O-CaCO3 system were either absent or invariant during shell formation and/or [...]
GeoAI-based Urban Environmental Forecasting: A Remote Sensing Driven Hybrid Deep Learning and Machine Learning Framework
Published: 2025-05-03
Subjects: Education, Engineering
This study presents a hybrid GeoAI forecasting framework for long-term environmental monitoring in Dhaka, Bangladesh, one of the most densely populated and environmentally degraded megacities in the Global South. Using a 25-year record (2000–2024) of multi-source satellite and climate data, we modeled monthly trends in five key variables: Normalized Difference Vegetation Index (NDVI), Bare Soil [...]
ANALYSING THE PLANT VARIETY PROTECTION WITH RESPECT TO FOOD SECURITY IN INDIAN CONTEXT
Published: 2025-04-16
Subjects: Education, Social and Behavioral Sciences
Ending hunger, achieving food security and sustainable agriculture is the second Sustainable Development Goal (SDG) out of seventeen SDGs of United Nations and it aims to ensure food security and nutrition to each individual globally. Plant varieties protection (PVP)and plant breeders’ rights protection agreements and laws like International Union for the Protection of New varieties of Plant [...]
Comparative Analysis of Flood Risk Zoning and Susceptibility Assessment for the Western Corn Belt Plains using Geospatial Techniques
Published: 2025-04-11
Subjects: Education, Engineering
Flooding is among the most destructive natural hazards, causing severe socioeconomic and environmental impacts. Accurate flood susceptibility assessment is critical for effective mitigation and sustainable resource planning. This study integrates Geographic Information Systems (GIS), Remote Sensing (RS), and multi-criteria decision-making (MCDM) methods to evaluate flood vulnerability across four [...]
Geomorphology of Meso-Yardang Formation and Evolution in Fahraj Plain, SE Iran: The Role of Stream Incision, Sandblasting, and Nebkha Transformation
Published: 2025-03-29
Subjects: Education, Engineering
The purpose of this study is to investigate on meso - yardags of Fahraj Plain in SE Iran. The playa on which the yardangs have taken shape has been divided into northern and southern parts as a result of incision by Nesa ephemeral stream . Detailed field investigations were performed and samples were taken to determine the texture, mineralogy and chemical characteristics of mudrocks comprising [...]
Paddy Segmentation Using Google Earth Engine: A Remote Sensing Approach Abstract
Published: 2025-03-20
Subjects: Education, Engineering, Life Sciences
Paddy field segmentation using remote sensing is crucial for agricultural monitoring, yield prediction, and resource allocation. In this research, we employ Google Earth Engine (GEE) for paddy segmentation using Sentinel-2 satellite imagery. Our method leverages Normalized Difference Vegetation Index (NDVI) and Land Surface Water Index (LSWI) to mask paddy fields efficiently. We collected 2000 [...]
Some mechanical and thermal manifestations of the 1908 Tunguska event near its epicenter
Published: 2025-03-19
Subjects: Education, Physical Sciences and Mathematics
This paper is a continuation of a series of works, devoted to various aspects of the 1908 Tunguska event. It is devoted to some manifestations near the epicenter of the event. Many of the manifestations were established back in the 1960s. Recently a couple of works have appeared that reveal previously undetected phenomena, namely, traces of exposure to high temperatures and high pressure. A [...]