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Results for “"Bushra Praveen"”

7 results

Analyzing trend and forecasting of rainfall changes in India using non-parametrical and machine learning approaches

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Bushra Praveen, Swapan Talukdar, Shahfahad, Susanta Mahato et al.

Journal: Scientific ReportsYear: 2020Citations: 429

This study analyzes and forecasts the long-term Spatio-temporal changes in rainfall using the data from 1901 to 2015 across India at meteorological divisional level. The Pettitt test was employed to detect the abrupt change point in time frame, while the Mann-Kendall (MK) test and Sen's Innovative t...

Physical SciencesEnvironmental ScienceGlobal and Planetary ChangeOpen Access
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Coupling geographic information system integrated fuzzy logic-analytical hierarchy process with global and machine learning based sensitivity analysis for agricultural suitability mapping

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Swapan Talukdar, Mohd Waseem Naikoo, Javed Mallick, Bushra Praveen et al.

Journal: Agricultural SystemsYear: 2021Citations: 80
Physical SciencesEnvironmental ScienceManagement, Monitoring, Policy and Law
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Novel hybrid models to enhance the efficiency of groundwater potentiality model

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Swapan Talukdar, Javed Mallick, Showmitra Kumar Sarkar, Sujit Kumar Roy et al.

Journal: Applied Water ScienceYear: 2022Citations: 45

Abstract The present study aimed to create novel hybrid models to produce groundwater potentiality models (GWP) in the Teesta River basin of Bangladesh. Six ensemble machine learning (EML) algorithms, such as random forest (RF), random subspace, dagging, bagging, naïve Bayes tree (NBT), and stacking...

Physical SciencesEnvironmental ScienceEnvironmental EngineeringOpen Access
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Evaluating the variability in long-term rainfall over India with advanced statistical techniques

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Ishita Afreen Ahmed, Roquia Salam, Mohd Waseem Naikoo, Atiqur Rahman et al.

Journal: Acta GeophysicaYear: 2022Citations: 33
Social SciencesEconomics, Econometrics and FinanceEconomics and Econometrics
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Predicting long term regional drought pattern in Northeast India using advanced statistical technique and wavelet-machine learning approach

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Shahfahad, Swapan Talukdar, Bonosri Ghose, Abu Reza Md. Towfiqul Islam et al.

Journal: Modeling Earth Systems and EnvironmentYear: 2023Citations: 22
Physical SciencesEnvironmental ScienceGlobal and Planetary ChangeOpen Access
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Application of Hybrid Machine Learning Algorithms for Flood Susceptibility Modeling

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Swapan Talukdar, Sujit Kumar Roy, Showmitra Kumar Sarkar, Susanta Mahato et al.

Journal: GIScience and geo-environmental modellingYear: 2022Citations: 7
Physical SciencesEnvironmental ScienceGlobal and Planetary Change
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List of contributors

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Fakhruddin Ali Ahmad, Md Fahim Ahmad, Md Faruque Ahmad, Saghir Ahmad et al.

Journal: Elsevier eBooksYear: 2024
Social SciencesEconomics, Econometrics and FinanceEconomics and Econometrics
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