Comparing sentinel-1 surface water mapping algorithms and radiometric terrain correction processing in southeast asia utilizing google earth engine KN Markert, AM Markert, T Mayer, C Nauman, A Haag, A Poortinga, ... Remote Sensing 12 (15), 2469, 2020 | 92 | 2020 |
Deep learning approach for Sentinel-1 surface water mapping leveraging Google Earth Engine T Mayer, A Poortinga, B Bhandari, AP Nicolau, K Markert, NS Thwal, ... ISPRS Open Journal of Photogrammetry and Remote Sensing 2, 100005, 2021 | 57 | 2021 |
Mapping sugarcane in Thailand using transfer learning, a lightweight convolutional neural network, NICFI high resolution satellite imagery and Google Earth Engine A Poortinga, NS Thwal, N Khanal, T Mayer, B Bhandari, K Markert, ... ISPRS Open Journal of Photogrammetry and Remote Sensing 1, 100003, 2021 | 20 | 2021 |
Predictive analytics for identifying land cover change hotspots in the mekong region A Poortinga, A Aekakkararungroj, K Kityuttachai, Q Nguyen, B Bhandari, ... Remote Sensing 12 (9), 1472, 2020 | 14 | 2020 |
Comparing sentinel-1 surface water mapping algorithms and radiometric terrain correction processing in southeast asia utilizing google earth engine, Remote Sens., 12, 2469 KN Markert, AM Markert, T Mayer, C Nauman, A Haag, A Poortinga, ... | 10 | 2020 |
Land cover classification and change detection analysis of multispectral satellite images using machine learning NS Thwal, T Ishikawa, H Watanabe Image and Signal Processing for Remote Sensing XXV 11155, 522-532, 2019 | 7 | 2019 |
A near real-time mapping of tropical forest disturbance using sar and semantic segmentation in google earth engine JB Kilbride, A Poortinga, B Bhandari, NS Thwal, NH Quyen, J Silverman, ... Remote Sensing 15 (21), 5223, 2023 | 5 | 2023 |
Evaluating near-real time satellite flood mapping for humanitarian early action: a case study on the 2020 Cambodia floods J Ramthun, E Anderson, A Wadhwa, P Ate, N Thwal, A Markert, K Markert, ... AGU Fall Meeting Abstracts 2021, H35N-1187, 2021 | 1 | 2021 |
Water Balance and Drought A Poortinga, Q Nguyen, NS Thwal, AP Nicolau Cloud-Based Remote Sensing with Google Earth Engine: Fundamentals and …, 2023 | | 2023 |
Effectiveness of LandTrendr optimized temporally stabilized composites for enhancing the Lower Mekong regional land cover monitoring system NS Thwal, B Roberts-Pierel, RE Kennedy, P Cleary, P Ate, DM Bell, ... AGU Fall Meeting Abstracts 2022, GC36E-07, 2022 | | 2022 |
Development, validation, and deployment of a Sentinel 1 SAR-based forest alert system in a tropical wildlife sanctuary J Kilbride, P Ate, N Thwal, R Kennedy, B Bhandari, N Quyen, K Tenneson, ... AGU Fall Meeting Abstracts 2021, GC45I-0922, 2021 | | 2021 |
Deep Learning based Surface Water Mapping with SAR leveraging Google Earth Engine N Thwal, T Mayer, P Ate, B Bhandari, A Nicolau, K Markert, A Haag, ... AGU Fall Meeting Abstracts 2021, GC43D-04, 2021 | | 2021 |
Development of a dynamic landslide hazard awareness system for the Lower Mekong Region NK Biswas, T Stanley, P Amatya, D Kirschbaum, C Meechaiya, P Ate, ... AGU Fall Meeting Abstracts 2021, GC54B-05, 2021 | | 2021 |
Near Real-Time Flood Mapping using Optical and SAR observations in a Novel Data Fusion and Forecasting Framework F Chishtie, K Markert, A Haag, P Ate, A Markert, T Mayer, N Thwal, ... AGU Fall Meeting Abstracts 2021, NH35F-17, 2021 | | 2021 |
Transfer Learning Approach for Sugarcane Mapping in Thailand with NICFI High-resolution Satellite Imagery leveraging Google Earth Engine N Thwal, P Ate, T Mayer, N Khanal, B Bhandari, K Markert, ... AGU Fall Meeting Abstracts 2021, GC55F-0485, 2021 | | 2021 |
A deep-learning approach to forest disturbance detection using Sentinel-1 imagery in the Lower Mekong Basin JB Kilbride, P Ate, B Bhandari, RE Kennedy, NS Thwal, J Silverman, ... AGU Fall Meeting Abstracts 2020, GC045-08, 2020 | | 2020 |
Ongoing development and adoption of a regional near real time flood monitoring service by SERVIR-Mekong: challenges, innovations and upcoming deliveries F Chishtie, KN Markert, A Haag, P Ate, A Markert, T Mayer, KS Aung, ... AGU Fall Meeting Abstracts 2020, GC045-15, 2020 | | 2020 |
Change Detection of Land Cover in Yangon Using Remote Sensing and Machine Learning ST Nyein Waseda University, 2019 | | 2019 |
Comparison of Machine Learning Classifiers for Land Cover Mapping in Google Earth Engine NS Thwal, T Ishikawa, H Watanabe IEICE Conferences Archives, 2019 | | 2019 |
ISPRS Open Journal of Photogrammetry and Remote Sensing T Mayer, A Poortinga, B Bhandari, AP Nicolau, K Markert, NS Thwal, ... | | |