Xiaoai Dai

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 20

Top Topics

Hyperspectral Image Classification

Machine Learning

Top Venues

Int. J. Digit. Earth

Multim. Tools Appl.

ISPRS Int. J. Geo Inf.

Publications

Yunxuan Ma, Yan Lan, Yakun Xie, Lanxin Yu, Chen Chen, Yusong Wu, Xiaoai Dai
A Spatial-Spectral Transformer for Hyperspectral Image Classification Based on Global Dependencies of Multi-Scale Features. Remote. Sens. 16 (2) (2024)
Zhengli Yang, Heng Lu, Zhijie Zhang, Chao Liu, Ruihua Nie, Wanchang Zhang, Gang Fan, Chen Chen, Lei Ma, Xiaoai Dai, Min Zhang, Donghui Zhang
Visualization analysis of rainfall-induced landslides hazards based on remote sensing and geographic information system-an overview. Int. J. Digit. Earth 16 (1) (2023)
Shiqi Zhang, Peihao Peng, Maoyang Bai, Xiao Wang, Lifu Zhang, Jiao Hu, Meilian Wang, Xueman Wang, Juan Wang, Donghui Zhang, Xuejian Sun, Xiaoai Dai
Vegetation Subtype Classification of Evergreen Broad-Leaved Forests in Mountainous Areas Using a Hierarchy-Based Classifier. Remote. Sens. 15 (12) (2023)
Na Lin, Di Zhang, Shanshan Feng, Kai Ding, Libing Tan, Bin Wang, Tao Chen, Weile Li, Xiaoai Dai, Jianping Pan, Feifei Tang
Rapid Landslide Extraction from High-Resolution Remote Sensing Images Using SHAP-OPT-XGBoost. Remote. Sens. 15 (15) (2023)
Na Lin, Hailin Quan, Jing He, Shuangtao Li, Maochi Xiao, Bin Wang, Tao Chen, Xiaoai Dai, Jianping Pan, Nanjie Li
Urban Vegetation Extraction from High-Resolution Remote Sensing Imagery on SD-UNet and Vegetation Spectral Features. Remote. Sens. 15 (18) (2023)
Zhengli Yang, Chao Liu, Ruihua Nie, Wanchang Zhang, Leili Zhang, Zhijie Zhang, Weile Li, Gang Liu, Xiaoai Dai, Donghui Zhang, Min Zhang, Shuangxi Miao, Xiao Fu, Zhiming Ren, Heng Lu
Research on Uncertainty of Landslide Susceptibility Prediction - Bibliometrics and Knowledge Graph Analysis. Remote. Sens. 14 (16) (2022)
Junmin Zhang, Jianhui Xu, Xiaoai Dai, Huihua Ruan, Xulong Liu, Wenlong Jing
Multi-Source Precipitation Data Merging for Heavy Rainfall Events Based on Cokriging and Machine Learning Methods. Remote. Sens. 14 (7) (2022)
Junying Cheng, Xiaoai Dai, Zekun Wang, Jingzhong Li, Ge Qu, Weile Li, Jinxing She, Youlin Wang
Landslide Susceptibility Assessment Model Construction Using Typical Machine Learning for the Three Gorges Reservoir Area in China. Remote. Sens. 14 (9) (2022)
Zhichong Yang, Sibo Duan, Xiaoai Dai, Yingwei Sun, Meng Liu
Mapping of lakes in the Qinghai-Tibet Plateau from 2016 to 2021: trend and potential regularity. Int. J. Digit. Earth 15 (1) (2022)
Xiaoai Dai, Wenyu Li, Zhilong Liu, Chenbo Tong, Cheng Li, Jianwen Zeng, Yakang Ye, Weile Li, Yunfeng Shan, Jiayun Zhou, Junjun Zhang, Li Xu, Xiaoli Jiang, Huihua Ruan, Jinbiao Zhang, Wei Huang
Effects of Mining on Urban Environmental Change: A Case Study of Panzhihua. Remote. Sens. 14 (23) (2022)
Xinyue Yuan, Chao Liu, Ruihua Nie, Zhengli Yang, Weile Li, Xiaoai Dai, Junying Cheng, Junmin Zhang, Lei Ma, Xiao Fu, Min Tang, Yina Xu, Heng Lu
A Comparative Analysis of Certainty Factor-Based Machine Learning Methods for Collapse and Landslide Susceptibility Mapping in Wenchuan County, China. Remote. Sens. 14 (14) (2022)
Le Duan, Chao Liu, Hui Xu, Huali Huali, Haizhi Liu, Xufeng Yan, Tiegang Liu, Zhengli Yang, Gang Liu, Xiaoai Dai, Donghui Zhang, Xiao Fu, Xuemei Liu, Heng Lu
Susceptibility Assessment of Flash Floods: A Bibliometrics Analysis and Review. Remote. Sens. 14 (21) (2022)
Yunfeng Shan, Xiaoai Dai, Weile Li, Zhichong Yang, Youlin Wang, Ge Qu, Wenxin Liu, Jiashun Ren, Cheng Li, Shuneng Liang, Binyang Zeng
Detecting Spatial-Temporal Changes of Urban Environment Quality by Remote Sensing-Based Ecological Indices: A Case Study in Panzhihua City, Sichuan Province, China. Remote. Sens. 14 (17) (2022)
Zhengli Yang, Xinyue Yuan, Chao Liu, Ruihua Nie, Tiegang Liu, Xiaoai Dai, Lei Ma, Min Tang, Yina Xu, Heng Lu
Meta-Analysis and Visualization of the Literature on Early Identification of Flash Floods. Remote. Sens. 14 (14) (2022)
Ge Qu, Xiaoai Dai, Junying Cheng, Weile Li, Meilian Wang, Wenxin Liu, Zhichong Yang, Yunfeng Shan, Jiashun Ren, Heng Lu, Youlin Wang, Binyang Zeng, Murat Atasoy
Characterization of Long-Time Series Variation of Glacial Lakes in Southwestern Tibet: A Case Study in the Nyalam County. Remote. Sens. 14 (19) (2022)
Xiaoai Dai, Wenjie Fan, Yunfeng Shan, Yu Gao, Chao Liu, Ruihua Nie, Donghui Zhang, Weile Li, Lifu Zhang, Xuejian Sun, Tiegang Liu, Zhengli Yang, Xiao Fu, Lei Ma, Shuneng Liang, Youlin Wang, Heng Lu
LAI-Based Phenological Changes and Climate Sensitivity Analysis in the Three-River Headwaters Region. Remote. Sens. 14 (15) (2022)
Xingping Yang, Xiaoai Dai, Wenyu Li, Heng Lu, Chao Liu, Naiwen Li, Zhengli Yang, Yuxin He, Weile Li, Xiao Fu, Lei Ma, Yunfeng Shan, Youlin Wang
Socio-Ecological Vulnerability in Aba Prefecture, Western Sichuan Plateau: Evaluation, Driving Forces and Scenario Simulation. ISPRS Int. J. Geo Inf. 11 (10) (2022)
Jianwen Zeng, Jipeng Xu, Wenyu Li, Xiaoai Dai, Jiayun Zhou, Yunfeng Shan, Junjun Zhang, Weile Li, Heng Lu, Yakang Ye, Li Xu, Shuneng Liang, Youlin Wang
Evaluating Trade-Off and Synergies of Ecosystem Services Values of a Representative Resources-Based Urban Ecosystem: A Coupled Modeling Framework Applied to Panzhihua City, China. Remote. Sens. 14 (20) (2022)
Xiaoai Dai, Xuwei He, Shouheng Guo, Senhao Liu, Fujiang Ji, Huihua Ruan
Research on hyper-spectral remote sensing image classification by applying stacked de-noising auto-encoders neural network. Multim. Tools Appl. 80 (14) (2021)
Xiaoai Dai, Brian Alan Johnson, Penglan Luo, Kai Yang, Linxin Dong, Qiang Wang, Chao Liu, Naiwen Li, Heng Lu, Lei Ma, Zhengli Yang, Yuanzhi Yao
Estimation of Urban Ecosystem Services Value: A Case Study of Chengdu, Southwestern China. Remote. Sens. 13 (2) (2021)