Enhanced Drought Analysis in Bangladesh: A Machine Learning Approach for Severity Classification Using Satellite Data
Fuente:
arXiv
Saved in:
| Main Authors: | Paul, Tonmoy, Mati, Mrittika Devi, Islam, Md. Mahmudul |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Sentiment Polarity Analysis of Bangla Food Reviews Using Machine and Deep Learning Algorithms
by: Amin, Al, et al.
Published: (2024)
by: Amin, Al, et al.
Published: (2024)
A Machine Learning Approach to Detect Customer Satisfaction From Multiple Tweet Parameters
by: Hasan, Md Mahmudul, et al.
Published: (2024)
by: Hasan, Md Mahmudul, et al.
Published: (2024)
Bangla Music Genre Classification Using Bidirectional LSTMS
by: Rahaman, Muntakimur, et al.
Published: (2026)
by: Rahaman, Muntakimur, et al.
Published: (2026)
The Role, Trends, and Applications of Machine Learning in Undersea Communication: A Bangladesh Perspective
by: Islam, Yousuf, et al.
Published: (2025)
by: Islam, Yousuf, et al.
Published: (2025)
BanglaMM-Disaster: A Multimodal Transformer-Based Deep Learning Framework for Multiclass Disaster Classification in Bangla
by: Islam, Ariful, et al.
Published: (2025)
by: Islam, Ariful, et al.
Published: (2025)
Plant Leaf Disease Detection and Classification Using Deep Learning: A Review and A Proposed System on Bangladesh's Perspective
by: Chowdhury, Md. Jalal Uddin, et al.
Published: (2025)
by: Chowdhury, Md. Jalal Uddin, et al.
Published: (2025)
Forecasting Drought Using Machine Learning in California
by: Li, Nan K., et al.
Published: (2025)
by: Li, Nan K., et al.
Published: (2025)
A Comparative Analysis of Ensemble-Based Machine Learning Approaches with Explainable AI for Multi-Class Intrusion Detection in Drone Networks
by: Hossain, Md. Alamgir, et al.
Published: (2025)
by: Hossain, Md. Alamgir, et al.
Published: (2025)
An Image Dataset of Common Skin Diseases of Bangladesh and Benchmarking Performance with Machine Learning Models
by: Hossain, Sazzad, et al.
Published: (2026)
by: Hossain, Sazzad, et al.
Published: (2026)
Cryptocurrency Price Forecasting Using Machine Learning: Building Intelligent Financial Prediction Models
by: Islam, Md Zahidul, et al.
Published: (2025)
by: Islam, Md Zahidul, et al.
Published: (2025)
A Mixed-Methods Analysis of Repression and Mobilization in Bangladesh's July Revolution Using Machine Learning and Statistical Modeling
by: Siddiqui, Md. Saiful Bari, et al.
Published: (2025)
by: Siddiqui, Md. Saiful Bari, et al.
Published: (2025)
Enhancing Traffic Incident Management with Large Language Models: A Hybrid Machine Learning Approach for Severity Classification
by: Grigorev, Artur, et al.
Published: (2024)
by: Grigorev, Artur, et al.
Published: (2024)
STEP-PD: Stage-Aware and Explainable Parkinson's Disease Severity Classification Using Multimodal Clinical Assessments
by: Islam, Md Mezbahul, et al.
Published: (2026)
by: Islam, Md Mezbahul, et al.
Published: (2026)
The Dependency Divide: An Interpretable Machine Learning Framework for Profiling Student Digital Satisfaction in the Bangladesh Context
by: Fahim, Md Muhtasim Munif, et al.
Published: (2026)
by: Fahim, Md Muhtasim Munif, et al.
Published: (2026)
Deep-and-Wide Learning: Enhancing Data-Driven Inference via Synergistic Learning of Inter- and Intra-Data Representations
by: Islam, Md Tauhidul, et al.
Published: (2025)
by: Islam, Md Tauhidul, et al.
Published: (2025)
A Machine Learning Framework for Breast Cancer Treatment Classification Using a Novel Dataset
by: Hasan, Md Nahid, et al.
Published: (2025)
by: Hasan, Md Nahid, et al.
Published: (2025)
Accelerating Local AI on Consumer GPUs: A Hardware-Aware Dynamic Strategy for YOLOv10s
by: Masum, Mahmudul Islam, et al.
Published: (2025)
by: Masum, Mahmudul Islam, et al.
Published: (2025)
Comparative Assessment of Concrete Compressive Strength Prediction at Industry Scale Using Embedding-based Neural Networks, Transformers, and Traditional Machine Learning Approaches
by: Islam, Md Asiful, et al.
Published: (2026)
by: Islam, Md Asiful, et al.
Published: (2026)
Explainable Machine Learning Reveals 12-Fold Ucp1 Upregulation and Thermogenic Reprogramming in Female Mouse White Adipose Tissue After 37 Days of Microgravity: First AI/ML Analysis of NASA OSD-970
by: Islam, Md. Rashadul
Published: (2026)
by: Islam, Md. Rashadul
Published: (2026)
Hybrid Approach for Driver Behavior Analysis with Machine Learning, Feature Optimization, and Explainable AI
by: Shuvo, Mehedi Hasan, et al.
Published: (2026)
by: Shuvo, Mehedi Hasan, et al.
Published: (2026)
AdaptAuth: Multi-Layered Behavioral and Credential Analysis for a Secure and Adaptive Authentication Framework for Password Security
by: Ghosh, Tonmoy
Published: (2025)
by: Ghosh, Tonmoy
Published: (2025)
A Comprehensive Review on Understanding the Decentralized and Collaborative Approach in Machine Learning
by: Saif, Sarwar, et al.
Published: (2025)
by: Saif, Sarwar, et al.
Published: (2025)
A Hybrid Machine Learning Approach for Synthetic Data Generation with Post Hoc Calibration for Clinical Tabular Datasets
by: Mahin, Md Ibrahim Shikder, et al.
Published: (2025)
by: Mahin, Md Ibrahim Shikder, et al.
Published: (2025)
CL3: A Collaborative Learning Framework for the Medical Data Ensuring Data Privacy in the Hyperconnected Environment
by: Parvez, Mohamamd Zavid, et al.
Published: (2024)
by: Parvez, Mohamamd Zavid, et al.
Published: (2024)
Context-Aware Hybrid Routing in Bluetooth Mesh Networks Using Multi-Model Machine Learning and AODV Fallback
by: Islam, Md Sajid, et al.
Published: (2025)
by: Islam, Md Sajid, et al.
Published: (2025)
A Bioinformatic Approach Validated Utilizing Machine Learning Algorithms to Identify Relevant Biomarkers and Crucial Pathways in Gallbladder Cancer
by: Khatun, Rabea, et al.
Published: (2024)
by: Khatun, Rabea, et al.
Published: (2024)
Enhancing Bankruptcy Prediction of Banks through Advanced Machine Learning Techniques: An Innovative Approach and Analysis
by: Rustam, Zuherman, et al.
Published: (2025)
by: Rustam, Zuherman, et al.
Published: (2025)
Machine Learning-Based Detection and Analysis of Suspicious Activities in Bitcoin Wallet Transactions in the USA
by: Islam, Md Zahidul, et al.
Published: (2025)
by: Islam, Md Zahidul, et al.
Published: (2025)
Automatic Pull Request Description Generation Using LLMs: A T5 Model Approach
by: Sakib, Md Nazmus, et al.
Published: (2024)
by: Sakib, Md Nazmus, et al.
Published: (2024)
Forecasting Antimicrobial Resistance Trends Using Machine Learning on WHO GLASS Surveillance Data: A Retrieval-Augmented Generation Approach for Policy Decision Support
by: Turja, Md Tanvir Hasan
Published: (2026)
by: Turja, Md Tanvir Hasan
Published: (2026)
An Improved Ensemble-Based Machine Learning Model with Feature Optimization for Early Diabetes Prediction
by: Islam, Md. Najmul, et al.
Published: (2025)
by: Islam, Md. Najmul, et al.
Published: (2025)
Machine Learning Meets Transparency in Osteoporosis Risk Assessment: A Comparative Study of ML and Explainability Analysis
by: Elias, Farhana, et al.
Published: (2025)
by: Elias, Farhana, et al.
Published: (2025)
A Vector Symbolic Approach to Multiple Instance Learning
by: Dhrubo, Ehsan Ahmed, et al.
Published: (2025)
by: Dhrubo, Ehsan Ahmed, et al.
Published: (2025)
MobilePlantViT: A Mobile-friendly Hybrid ViT for Generalized Plant Disease Image Classification
by: Tonmoy, Moshiur Rahman, et al.
Published: (2025)
by: Tonmoy, Moshiur Rahman, et al.
Published: (2025)
Prediction and Forecast of Short-Term Drought Impacts Using Machine Learning to Support Mitigation and Adaptation Efforts
by: Geli, Hatim M. E., et al.
Published: (2025)
by: Geli, Hatim M. E., et al.
Published: (2025)
Machine Learning Models for the Identification of Cardiovascular Diseases Using UK Biobank Data
by: Islam, Sheikh Mohammed Shariful, et al.
Published: (2024)
by: Islam, Sheikh Mohammed Shariful, et al.
Published: (2024)
Enhancing Network Security: A Hybrid Approach for Detection and Mitigation of Distributed Denial-of-Service Attacks Using Machine Learning
by: Shohan, Nizo Jaman, et al.
Published: (2025)
by: Shohan, Nizo Jaman, et al.
Published: (2025)
Revitalizing Electoral Trust: Enhancing Transparency and Efficiency through Automated Voter Counting with Machine Learning
by: Faris, Mir, et al.
Published: (2024)
by: Faris, Mir, et al.
Published: (2024)
Comparative Evaluation of Weather Forecasting using Machine Learning Models
by: Rahman, Md Saydur, et al.
Published: (2024)
by: Rahman, Md Saydur, et al.
Published: (2024)
Unsupervised Deep Clustering of MNIST with Triplet-Enhanced Convolutional Autoencoders
by: Ansari, Md. Faizul Islam
Published: (2025)
by: Ansari, Md. Faizul Islam
Published: (2025)
Similar Items
-
Sentiment Polarity Analysis of Bangla Food Reviews Using Machine and Deep Learning Algorithms
by: Amin, Al, et al.
Published: (2024) -
A Machine Learning Approach to Detect Customer Satisfaction From Multiple Tweet Parameters
by: Hasan, Md Mahmudul, et al.
Published: (2024) -
Bangla Music Genre Classification Using Bidirectional LSTMS
by: Rahaman, Muntakimur, et al.
Published: (2026) -
The Role, Trends, and Applications of Machine Learning in Undersea Communication: A Bangladesh Perspective
by: Islam, Yousuf, et al.
Published: (2025) -
BanglaMM-Disaster: A Multimodal Transformer-Based Deep Learning Framework for Multiclass Disaster Classification in Bangla
by: Islam, Ariful, et al.
Published: (2025)