| A machine learning-based strategy for estimating non-optically active water quality parameters using Sentinel-2 imagery H Guo, JJ Huang, B Chen, X Guo, VP Singh International Journal of Remote Sensing 42 (5), 1841-1866, 2021 | 81 | 2021 |
| A generalized machine learning approach for dissolved oxygen estimation at multiple spatiotemporal scales using remote sensing H Guo, JJ Huang, X Zhu, B Wang, S Tian, W Xu, Y Mai Environmental Pollution 288, 117734, 2021 | 41 | 2021 |
| Performance of deep learning in mapping water quality of Lake Simcoe with long-term Landsat archive H Guo, S Tian, JJ Huang, X Zhu, B Wang, Z Zhang ISPRS Journal of Photogrammetry and Remote Sensing 183, 451-469, 2022 | 36 | 2022 |
| Remote sensing retrieval of inland water quality parameters using Sentinel-2 and multiple machine learning algorithms S Tian, H Guo, W Xu, X Zhu, B Wang, Q Zeng, Y Mai, JJ Huang Environmental Science and Pollution Research 30 (7), 18617-18630, 2023 | 34 | 2023 |
| Study of suitable oasis scales based on water resource availability in an arid region of China: a case study of Hotan River Basin H Guo, H Ling, H Xu, B Guo Environmental Earth Sciences 75, 1-14, 2016 | 32 | 2016 |
| An ensemble machine learning model for water quality estimation in coastal area based on remote sensing imagery X Zhu, H Guo, JJ Huang, S Tian, W Xu, Y Mai Journal of Environmental Management 323, 116187, 2022 | 27 | 2022 |
| A hybrid decomposition and Machine learning model for forecasting Chlorophyll-a and total nitrogen concentration in coastal waters X Zhu, H Guo, JJ Huang, S Tian, Z Zhang Journal of Hydrology 619, 129207, 2023 | 18 | 2023 |
| An enhanced deep learning approach to assessing inland lake water quality and its response to climate and anthropogenic factors H Guo, X Zhu, JJ Huang, Z Zhang, S Tian, Y Chen Journal of Hydrology 620, 129466, 2023 | 11 | 2023 |
| Comprehensive comparison performances of Landsat-8 atmospheric correction methods for inland and coastal waters S Tian, H Guo, JJ Huang, X Zhu, Z Zhang Geocarto International 37 (27), 15302-15323, 2022 | 6 | 2022 |
| Total Phosphorus and Nitrogen Dynamics and Influencing Factors in Dongting Lake Using Landsat Data Y Zhang, S Jin, N Wang, J Zhao, H Guo, P Pellikka Remote Sensing 14 (22), 5648, 2022 | 4 | 2022 |
| Permanganate Index Variations and Factors in Hongze Lake from Landsat-8 Images Based on Machine Learning Y Lv, H Guo, S Jin, L Wang, H Bian, H Liu Photogrammetric Engineering & Remote Sensing 88 (12), 791-802, 2022 | 1 | 2022 |
| Urban flood susceptibility mapping using remote sensing, social sensing and an ensemble machine learning model X Zhu, H Guo, JJ Huang Sustainable Cities and Society 108, 105508, 2024 | | 2024 |
| Spatiotemporal variation reconstruction of total phosphorus in the Great Lakes since 2002 using remote sensing and deep neural network H Guo, JJ Huang, X Zhu, S Tian, B Wang Water Research 255, 121493, 2024 | | 2024 |
| Analysing the spatiotemporal variation and influencing factors of Lake Chaohu's CDOM over the past 40 years using machine learning Z Zhang, H Zhang, Y Jin, H Guo, S Tian, JJ Huang, X Zhu Ecohydrology 17 (3), e2639, 2024 | | 2024 |
| An enhanced deep learning approach to assessing inland water quality and the affecting factors using Landsat 8 and Sentinel-2 H Guo, X Zhu, J Huang, Z Zhang, S Tian, Y Chen EGU General Assembly Conference Abstracts, EGU22-4885, 2022 | | 2022 |
| A machine learning-based ensemble model for estimation of seawater quality parameters in coastal area X Zhu, JJ Huang, H Guo, S Tian, Z Zhang EGU General Assembly Conference Abstracts, EGU22-6690, 2022 | | 2022 |
| Total Phosphorus and Nitrogen Dynamics and Influencing Factors in Dongting Lake Using Landsat Data. Remote Sens. 2022, 14, 5648 Y Zhang, S Jin, N Wang, J Zhao, H Guo, P Pellikka s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2022 | | 2022 |
| Long-term water quality monitoring in Lake Simcoe based on the empirical method and machine learning B Wang, J Huang, H Guo EGU General Assembly Conference Abstracts, EGU21-9027, 2021 | | 2021 |
| Estimating dissolved oxygen of Lake Huron at multiple spatiotemporal scales using remote sensing and machine learning H Guo, J Huang, X Zhu, B Wang, S Tian EGU General Assembly Conference Abstracts, EGU21-1967, 2021 | | 2021 |
Jinhui Jeanne HuangProfessor, College of Environmental Science and Engineering, Nankai UniversityVerified email at nankai.edu.cn
