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Shikha Goswami

Publications (6)

Assessing Land Cover Shifts and Fire Impact in Uttarakhand (2018-2024): A Cloud-based Geospatial Solution Using GEE and Dynamic World Data

Shikha Goswami & Alaknanda Ashok · Advances in Research · 2025

In Uttarakhand, the 2024 forest fire season has seen a dramatic rise in outbreaks, marking one of the most severe incidents in recent years. Effective environmental management in ecologically fragile areas like Uttarakhand depends on analysing land cover changes and fire intensit...

Open access Research Article 10.9734/air/2025/v26i41424

Air Quality Index Prediction Using Machine Learning and Deep Learning: A Comparative Analysis of Dehradun and Kashipur in Uttarakhand, India

Divyanshu Bhatt, Shikha Goswami, Govind Verma & Binay Kumar Pandey · Advances in Research · 2026

Predicting the Air Quality Index (AQI) is important for environmental monitoring, public health protection, and pollution-control planning. This study compares seven classical machine learning models — Linear Regression, Decision Tree, Random Forest, Support Vector Regressor (SVR...

Open access Research Article 10.9734/air/2026/v27i41661

Open-Source Sentinel-1 SBAS InSAR Monitoring of Ground Deformation in Pantnagar (Indian Terai) Using HyP3 and MintPy

Govind Verma, Rajeev Singh, Shikha Goswami, Susheel Singh Bhandari & Mohan Lal · Advances in Research · 2026

Aims: The study aims to measure ground-surface displacement and assess land subsidence along the under-monitored Terai belt of the Himalayan foothills using an open-source remote-sensing workflow. Study Design: Observational time-series analysis utilising satellite radar interfer...

Open access Research Article 10.9734/air/2026/v27i51704

Trend and Time Series Analysis of Vegetation Dynamics Using Satellite Data: A Case Study of Uttarakhand, India

Govind Verma, Ashish Mehta & Shikha Goswami · Current Journal of Applied Science and Technology · 2022

In this work, aim is to collect time series data for Normalized Difference Vegetation Index (NDVI) band using google earth engine (GEE) and MOD13A1 V6.1 product for the region of Uttarakhand, Uttarakhand districts and Himachal Pradesh. Thereafter investigation and comprehension o...

Open access Research Article 10.9734/cjast/2022/v41i333947

Performance Evaluation of Cloud Task Scheduling Algorithms Using CloudSim Simulation

Abhishek Verma, Govind Verma, Ashok Kumar, Binay Kumar Pandey, Shikha Goswami & Himanshu Shukla · Advances in Research · 2026

Cloud computing provides scalable, flexible and on-demand access to computing resources through the Internet. As the number of cloud users and computational workloads increases, task scheduling becomes a critical process for assigning cloudlets to available virtual machines and m...

Open access Research Article 10.9734/air/2026/v27i41662

Air Quality Assessment of Uttarakhand (India) Using Satellite Data and Machine Learning Techniques

Divyanshu Chandra, Govind Verma, Navtej Anand, Subodh Prasad, Binay Kumar Pradey & Shikha Goswami · Current Journal of Applied Science and Technology · 2022

Degrading Air Quality is a major concern for all species on this planet. Over the years, it is seen that air quality is constantly degrading mainly because of the reasons such as industrialisation, deforestation, and green-house effect. Main parameters to be considered for the Ai...

Open access Research Article 10.9734/cjast/2022/v41i484046