Embedded Files
Peer-Reviewed Journals
2025
FuelVision: A multimodal data fusion and multimodel ensemble algorithm for wildfire fuels mapping
Riyaaz Uddien Shaik, Mohamad Alipour, Eric Rowell, Bharathan Balaji, Adam Watts, Ertugrul Taciroglu
International Journal of Applied Earth Observation and Geoinformation
2025
Wildfire fuels mapping through aritificial intelligence-based methods: A review
Riyaaz Uddien Shaik, Mohamad Alipour, Kasra Shamsaei, Eric Rowell, Bharathan Balaji, Adam Watts, Branko Kosovic, Hamed Ebrahimian, Ertugrul Taciroglu
2024
Remote Sensing and Mapping of Fine Woody Carbon with Satellite Imagery and Super Learner
Riyaaz Uddien Shaik, Mohamad Alipour, Eric Rowell, Adam Watts, Christopher Woodall, Ertugrul Taciroglu
2023
Unveiling Temperature Patterns in Tree Canopies across Diverse Heights and Types
Riyaaz Uddien Shaik, Sriram Babu Jallu, Katarina Doctor
2023
Potential Assessment of PRISMA Hyperspectral Imagery for Remote Sensing Applications
Riyaaz Uddien Shaik, Shoba Periasamy and Weiping Zeng
2022
Uncertainties in Prediction of Streamflows Using SWAT Model—Role of Remote Sensing and Precipitation Sources
Jay Chordia, Urmila R. Panikkar, Roshan Srivastav and Riyaaz Uddien Shaik
2022
Thermally stable electro catalytic nickel-phosphide film deposition on graphite for HER electrode application
Riyaaz Uddien Shaik, Malobika Karanjai, Joydip Joardar, Neha Y. Hebalkar, Pramod H. Borse
2022
Accuracy and processing speed trade-offs in classical and quantum SVM classifier exploiting PRISMA hyperspectral imagery
Riyaaz Uddien Shaik and Shoba Periasamy
2022
Assessing the effect of covid-19 lockdown on surface urban heat island for different land use /cover types using remote sensing
Sriram Babu Jallu, Riyaaz Uddien Shaik, Roshan Srivastav, Gloria Pignatta
2022
An Automatic Procedure for Forest Fire Fuel Mapping Using Hyperspectral (PRISMA) Imagery: A Semi-Supervised Classification Approach
Riyaaz Uddien Shaik, Giovanni Laneve and Lorenzo Fusilli
2022
Quantum Based Pseudo-Labelling for Hyperspectral Imagery: A Simple and Efficient Semi-Supervised Learning Method for Machine Learning Classifiers
Riyaaz Uddien Shaik, Aiswarya Unni and Weiping Zeng
2020
A SWOT Analysis for Offshore Wind Energy Assessment Using Remote-Sensing Potential
Meysam Majidi Nezhad, Riyaaz Uddien Shaik, Azim Heydari, Armin Razmjoo, Niyazi Arslan, Davide Astiaso Garcia
2020
The Daily Fire Hazard Index: A Fire Danger Rating Method for Mediterranean Areas
Riyaaz Uddien Shaik, Valerio Pampanoni and Giovanni Laneve
Selected Conference Proceedings
2025
Hybrid quantum-classical solution for automated labeling and validation
Jitesh Lalwani, Dana Linnet, Muthumanimaran Vetrivelan, Kadiyam Hari Venkat, Riyaaz Shaik, babita Jajodia
Proceedings Volume 13451, Quantum Information Science, Sensing, and Computation XVII; 1345107 (2025)
2024
Estimation of Downed Woody Time-Lag Fuel Loadings with Multimodal Remote Sensing Data and Ensemble Machine Learning Regression Model
Riyaaz Uddien Shaik, Mohamad Alipour, Eric Rowell, Bharathan Balaji, Adam Watts, Ertugrul Taciroglu
IGARSS 2024 - IEEE International Geoscience and Remote Sensing Symposium
2023
A Bibliometric Analysis of Artificial Intelligence-Based Solutions to Challenges in Wildfire Fuel Mapping
Riyaaz Uddien Shaik, Mohamad Alipour, Ertugrul Taciroglu
IGARSS 2023 - IEEE International Geoscience and Remote Sensing Symposium
2023
Multimodal Deep Learning-based Remote Sensing for Large-Scale Wildfire Fuel Mapping
Mohamad Alipour, Riyaaz Uddien Shaik, Kasra Shamsaei, Hamed Ebrahimian, Ertugrul Taciroglu
2022
Dynamic Wildfire Fuel Mapping Using Sentinel – 2 and PRISMA Hyperspectral Imagery
Riyaaz Uddien Shaik, Laneve Giovanni, Lorenzo Fusilli
IGARSS 2022 - IEEE International Geoscience and Remote Sensing Symposium
2022
Application of PRISMA Hyperspectral Data for PM2.5 Estimation: A Case Study on New Delhi, India
Subhojit Mandal, Mainak Thakur, Anish C. Turlapaty, Riyaaz Uddien Shaik, Laneve Giovanni
IGARSS 2022 - IEEE International Geoscience and Remote Sensing Symposium
2021
New Approach of Sample Generation and Classification for Wildfire Fuel Mapping on Hyperspectral (PRISMA) Image
Riyaaz Uddien Shaik, Laneve Giovanni, Lorenzo Fusilli
IGARSS 2021 - IEEE International Geoscience and Remote Sensing Symposium
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