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5 articles for “Amravati”
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A SEIR-Informed Stacked Fusion of Prophet, XGBoost, and LSTM for Ward-Level Epidemic Forecasting in Amravati Municipal Corporation
Abstract: Municipal epidemic preparedness depends on accurate short-horizon forecasts at fine spatial granularity. Ward-level incidence series are typically nonstationary due to changing contact patterns, interventions, reporting delays, and heterogeneous demographic and environmental factors. This paper presents a mathematically formulated hybrid forecasting architecture designed for Amravati Municipal Corporation (AMC). The method decomposes observed incidence into (i) a mechanistic SEIR baseline that enforces epidemiological structure and (ii) a data-driven residual learned using Prophet …
Published in Research & Reviews: Discrete Mathematical Structures · Vol. 13, Issue 1, 2026 · pp. 17–23 Read article
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The Indigenous Medicinal Practices of Korku Tribe of Amravati, Maharashtra
Abstract: Korku Tribe is one of the poorer and most deprived tribal group in India mostly residing in Maharashtra and Madhya Pradesh region. The Korku tribe resides majorly in the Melghat region of Maharashtra which is very much famous for the backwardness in development. The lower socio-economic status has impacted them very badly as most of these tribes are malnourished and the cases of child mortality is very common. The Korku …
Published in Research & Reviews : Journal of Herbal Science Read article
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Spatiotemporal Modeling of Soil Erosion Under Agricultural Expansion in the Amravati Basin, India Using RUSLE–GIS
Abstract: Agricultural expansion and soil erosion are important environmental issues in areas where agriculture is a major source of livelihood. This study analyzes the spatial and temporal patterns of soil erosion in the Amravati Basin of Maharashtra and evaluates the impact of agricultural expansion using the Revised Universal Soil Loss Equation (RUSLE) integrated with Geographic Information System (GIS) techniques. Multi-source data, such as satellite imagery, rainfall records, soil characteristics, and topography …
Published in International Journal of Land · Vol. 3, Issue 1, 2026 · pp. 50–62 Read article
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Assessing the Impact of Topical Steroids on Tinea Infections: An Epidemiological Investigation
Abstract: This retrospective epidemiological study investigates the prevalence and characteristics of modified tinea infections resulting from the use of topical steroids. Analyzing patient records from October 2022 at ‘District General Hospital, Amravati, the study reveals a significant association between topical steroid use and altered clinical features in 89% of cases. Factors such as steroid potency, duration of use, and specific tinea subtypes affected contribute to understanding the epidemiology of modified tinea …
Published in International Journal of Vaccines · Vol. 1, Issue 1, 2024 · pp. 10–18 Read article
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A Threshold-Weighted Mathematical Fusion Model for Epidemic Outbreak Prediction Using SEIR Residual Dynamics and Cloud-Based Machine Learning
Abstract: Accurate prediction of epidemic outbreaks is critical for effective public health management, resource planning, early warning generation, and timely intervention by municipal authorities. Traditional compartmental models such as Susceptible–Exposed–Infectious–Recovered (SEIR) offer valuable epidemiological insights and mathematical interpretability; however, they may not adequately capture the complex nonlinear relationships present in real-world urban health systems. Conversely, data-driven machine learning techniques can identify hidden patterns in large datasets but often lack epidemiological structure …
Published in Research & Reviews : Journal of Statistics · Vol. 15, Issue 2, 2026 · pp. 12–19 Read article