| A survey of machine learning and deep learning in remote sensing of geological environment: Challenges, advances, and opportunities W Han, X Zhang, Y Wang, L Wang, X Huang, J Li, S Wang, W Chen, X Li, ... ISPRS Journal of Photogrammetry and Remote Sensing 202, 87-113, 2023 | 131 | 2023 |
| Deep learning-based named entity recognition and knowledge graph construction for geological hazards R Fan, L Wang, J Yan, W Song, Y Zhu, X Chen ISPRS International Journal of Geo-Information 9 (1), 15, 2019 | 91 | 2019 |
| Geological remote sensing interpretation using deep learning feature and an adaptive multisource data fusion network W Han, J Li, S Wang, X Zhang, Y Dong, R Fan, X Zhang, L Wang IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2022 | 61 | 2022 |
| Semi-MCNN: A semisupervised multi-CNN ensemble learning method for urban land cover classification using submeter HRRS images R Fan, R Feng, L Wang, J Yan, X Zhang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 54 | 2020 |
| Urban informal settlements classification via a transformer-based spatial-temporal fusion network using multimodal remote sensing and time-series human activity data R Fan, J Li, W Song, W Han, J Yan, L Wang International Journal of Applied Earth Observation and Geoinformation 111 …, 2022 | 49 | 2022 |
| Fine-scale urban informal settlements mapping by fusing remote sensing images and building data via a transformer-based multimodal fusion network R Fan, F Li, W Han, J Yan, J Li, L Wang IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2022 | 36 | 2022 |
| Attention based residual network for high-resolution remote sensing imagery scene classification R Fan, L Wang, R Feng, Y Zhu IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 35 | 2019 |
| A context-scale-aware detector and a new benchmark for remote sensing small weak object detection in unmanned aerial vehicle images W Han, J Li, S Wang, Y Wang, J Yan, R Fan, X Zhang, L Wang International Journal of Applied Earth Observation and Geoinformation 112 …, 2022 | 30 | 2022 |
| Improving training instance quality in aerial image object detection with a sampling-balance-based multistage network W Han, R Fan, L Wang, R Feng, F Li, Z Deng, X Chen IEEE Transactions on Geoscience and Remote Sensing 59 (12), 10575-10589, 2020 | 29 | 2020 |
| Urban functional zone mapping with a bibranch neural network via fusing remote sensing and social sensing data R Fan, R Feng, W Han, L Wang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 20 | 2021 |
| Semi-supervised geological disasters named entity recognition using few labeled data X Lei, W Song, R Fan, R Feng, L Wang GeoInformatica 27 (2), 263-288, 2023 | 17 | 2023 |
| Multilevel spatial-channel feature fusion network for urban village classification by fusing satellite and streetview images R Fan, J Li, F Li, W Han, L Wang IEEE Transactions on Geoscience and Remote Sensing 60, 1-13, 2022 | 16 | 2022 |
| Complex mountain road extraction in high-resolution remote sensing images via a light roadformer and a new benchmark X Zhang, Y Jiang, L Wang, W Han, R Feng, R Fan, S Wang Remote Sensing 14 (19), 4729, 2022 | 15 | 2022 |
| Satellite-derived sediment distribution mapping using ICESat-2 and SuperDove X Zhang, L Wang, J Li, W Han, R Fan, S Wang ISPRS Journal of Photogrammetry and Remote Sensing 202, 545-564, 2023 | 8 | 2023 |
| Refined Water-Body Types Mapping Using a Water-Scene Enhancement Deep Models by Fusing Optical and SAR Images H Ma, X Yang, R Fan, W Han, K He, L Wang IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024 | 2 | 2024 |
| Multiclass Crop Interpretation via a Lightweight Attentive Feature Fusion Network Using Vehicle-View Images W Li, B Wu, R Fan, F Tian, M Zhang, Z Zhou, J Hu, R Feng, F Wu IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024 | 1 | 2024 |
| Refined Urban Informal Settlements Mapping at Agglomeration-Scale with the Guidance of Background-knowledge from Easy-accessed Crowdsourced Geospatial Data R Fan, H Niu, Z Xu, J Chen, R Feng, L Wang IEEE Transactions on Geoscience and Remote Sensing, 2025 | | 2025 |
| An analysis of urban land subsidence susceptibility based on complex network Y Wang, R Fan, J Yan, M Jin, X Lei, Y Wang, W Song Natural Hazards, 1-23, 2024 | | 2024 |
