| A data-driven machine learning-based approach for urban land cover change modeling: A case of Khulna City Corporation area MD Islam, KS Islam, R Ahasan, MR Mia, ME Haque Remote Sensing Applications: Society and Environment 24, 100634, 2021 | 25 | 2021 |
| Airbnb rental price modeling based on Latent Dirichlet Allocation and MESF-XGBoost composite model MD Islam, B Li, KS Islam, R Ahasan, MR Mia, ME Haque Machine Learning with Applications 7, 100208, 2022 | 21 | 2022 |
| Rapid rice yield estimation using integrated remote sensing and meteorological data and machine learning MD Islam, L Di, FM Qamer, S Shrestha, L Guo, L Lin, TJ Mayer, AR Phalke Remote Sensing 15 (9), 2374, 2023 | 17 | 2023 |
| Incorporating spatial information in machine learning: The Moran eigenvector spatial filter approach MD Islam, B Li, C Lee, X Wang Transactions in GIS, 2022 | 16 | 2022 |
| Spatio-Temporal Variation of Land Use and Land Cover Changes and Their Impact on Land Surface Temperature: A Case of Kutupalong Refugee Camp, Bangladesh SA Bappa, T Malakar, MD Islam, MR Mia Heliyon, 2022 | 15 | 2022 |
| Enhancing USDA NASS cropland data layer with segment anything model C Zhang, P Marfatia, H Farhan, L Di, L Lin, H Zhao, H Li, MD Islam, ... 2023 11th International Conference on Agro-Geoinformatics (Agro …, 2023 | 12 | 2023 |
| Urban heat island effect analysis using integrated geospatial techniques: A case study on Khulna city, Bangladesh MD Islam, T Chakraborty, MS Alam, KS Islam International Conference on Climate Change (ICCC-2019), Dhaka 2019, 2019 | 11 | 2019 |
| Deforestation mapping of Sundarbans using multi-temporal sentinel-2 data & transfer learning MD Islam, L Di, MR Mia, MS Sithi 2022 10th International Conference on Agro-geoinformatics (Agro …, 2022 | 9 | 2022 |
| Landslide susceptibility mapping using XGBoost model in Chittagong District, Bangladesh T Chakraborty, MS Alam, MD Islam Proceedings on International Conference on Disaster Risk Management, Dhaka …, 2019 | 9 | 2019 |
| Assessment of social vulnerability to flood hazard using NFVI framework in Satkhira District, Bangladesh MS Alam, T Chakraborty, MD Islam International conference on disaster risk management-2019, Dhaka, Bangladesh, 2019 | 8 | 2019 |
| Modeling urban redevelopment: A novel approach using time-series remote sensing data and machine learning L Lin, L Di, C Zhang, L Guo, H Zhao, D Islam, H Li, Z Liu, G Middleton Geography and Sustainability 5 (2), 211-219, 2024 | 4 | 2024 |
| AI for improving ozone forecasting A Alnuaim, Z Sun, D Islam Artificial intelligence in Earth science, 247-269, 2023 | 4 | 2023 |
| An xgboost based approach for urban land use and land cover change modelling MD Islam, KS Islam, M Mia Authorea Preprints, 2021 | 4 | 2021 |
| Community resilience of urban slums to climate change induced events: a case study of five major slum in Khulna city, Bangladesh MS Alam, T Chakraborty, MD Islam International Conference on Climate Change (ICCC-2019), Dhaka, Bangladesh, 2019 | 4 | 2019 |
| A Decision Rule and Machine Learning-Based Hybrid Approach for Automated Land-Cover Type Local Climate Zones (LCZs) Mapping using Multi-Source Remote Sensing Data MD Islam, L Di, C Zhang, R Yang, J Qu, D Tong, L Guo, L Lin, A Pandey IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024 | 1 | 2024 |
| Housing Price Modeling: An Eigenvector Spatial Filtering Based Machine Learning Approach D Islam Central Michigan University, 2021 | 1 | 2021 |
| A Decision-Rule and Spatial Transfer Learning-Based Approach for Automated Mapping of Local Climate Zones (LCZs) Using Multi-Source Geospatial and Remote Sensing Data MD Islam George Mason University, 2024 | | 2024 |
| AUTOMATIC BUILDING FOOTPRINT EXTRACTION FROM HIGH RESOLUTION STEREO SATELLITE IMAGE MR Mia, IMD Islam, Kazi Saiful PLAN PLUS 11 (1), 2022 | | 2022 |
| Land Cover Classification from Multispectral Remote Sensing Image Using K-Nearest Neighbor, Deep Neural Network, Decision Tree and SVM Algorithms: A machine learning-based … MDI Torit Chakraborty, Md Shaharier Alam Conference proceedings 1st International Conference on Urban and Regional …, 2019 | | 2019 |
| A Decision-Rule & Spatial Machine Learning-Based Approach for Automated Local Climate Zones (Lczs) Mapping Using Multi-Source Geospatial And Remote Sensing Data MD Islam, L Di, C Zhang Available at SSRN 4974079, 0 | | |
Liping DiProfessor of Geographic Information Science, George Mason UniversityVerified email at gmu.edu