Alfalfa yield prediction using UAV-based hyperspectral imagery and ensemble learning L Feng, Z Zhang, Y Ma, Q Du, P Williams, J Drewry, B Luck Remote Sensing 12 (12), 2028, 2020 | 206 | 2020 |
A hybrid model considering spatial heterogeneity for landslide susceptibility mapping in Zhejiang Province, China Y Wang, L Feng, S Li, F Ren, Q Du Catena 188, 104425, 2020 | 165 | 2020 |
Combining multi-source data and machine learning approaches to predict winter wheat yield in the conterminous United States Y Wang, Z Zhang, L Feng, Q Du, T Runge Remote Sensing 12 (8), 1232, 2020 | 135 | 2020 |
A new attention-based CNN approach for crop mapping using time series Sentinel-2 images Y Wang, Z Zhang, L Feng, Y Ma, Q Du Computers and electronics in agriculture 184, 106090, 2021 | 100 | 2021 |
Optimizing the predictive ability of machine learning methods for landslide susceptibility mapping using SMOTE for Lishui City in Zhejiang Province, China Y Wang, X Wu, Z Chen, F Ren, L Feng, Q Du International journal of environmental research and public health 16 (3), 368, 2019 | 95 | 2019 |
Geographically and temporally weighted neural network for winter wheat yield prediction L Feng, Y Wang, Z Zhang, Q Du Remote Sensing of Environment 262, 112514, 2021 | 77 | 2021 |
Estimating hourly and continuous ground-level PM2. 5 concentrations using an ensemble learning algorithm: The ST-stacking model L Feng, Y Li, Y Wang, Q Du Atmospheric Environment 223, 117242, 2020 | 65 | 2020 |
Prediction of end-of-season tuber yield and tuber set in potatoes using in-season UAV-based hyperspectral imagery and machine learning C Sun, L Feng, Z Zhang, Y Ma, T Crosby, M Naber, Y Wang Sensors 20 (18), 5293, 2020 | 59 | 2020 |
Spatiotemporal changes in fine particulate matter pollution and the associated mortality burden in China between 2015 and 2016 L Feng, B Ye, H Feng, F Ren, S Huang, X Zhang, Y Zhang, Q Du, L Ma International journal of environmental research and public health 14 (11), 1321, 2017 | 40 | 2017 |
An unsupervised domain adaptation deep learning method for spatial and temporal transferable crop type mapping using Sentinel-2 imagery Y Wang, L Feng, Z Zhang, F Tian ISPRS Journal of Photogrammetry and Remote Sensing 199, 102-117, 2023 | 38 | 2023 |
Exploring the potential of multi-source unsupervised domain adaptation in crop mapping using Sentinel-2 images Y Wang, L Feng, W Sun, Z Zhang, H Zhang, G Yang, X Meng GIScience & Remote Sensing 59 (1), 2247-2265, 2022 | 28 | 2022 |
Multitask learning of alfalfa nutritive value from UAV-based hyperspectral images L Feng, Z Zhang, Y Ma, Y Sun, Q Du, P Williams, J Drewry, B Luck IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021 | 28 | 2021 |
Leaf area index estimation of pergola-trained vineyards in arid regions using classical and deep learning methods based on UAV-based RGB images O Ilniyaz, Q Du, H Shen, W He, L Feng, H Azadi, A Kurban, X Chen Computers and Electronics in Agriculture 207, 107723, 2023 | 23 | 2023 |
Setting the flow accumulation threshold based on environmental and morphologic features to extract river networks from digital elevation models HH Zhang, HA Loáiciga, LW Feng, J He, QY Du ISPRS International Journal of Geo-Information 10 (3), 186, 2021 | 17 | 2021 |
The success of ecological engineering projects on vegetation restoration in China strongly depends on climatic conditions Y Dou, X Tong, S Horion, L Feng, R Fensholt, Q Shao, F Tian Science of the Total Environment 915, 170041, 2024 | 10 | 2024 |
Mapping global lake dynamics reveals the emerging roles of small lakes, Nat. Commun., 13, 5777 X Pi, Q Luo, L Feng, Y Xu, J Tang, X Liang, E Ma, R Cheng, R Fensholt, ... | 10 | 2022 |
A 10 m resolution land cover map of the Tibetan Plateau with detailed vegetation types X Huang, Y Yin, L Feng, X Tong, X Zhang, J Li, F Tian Earth System Science Data 16 (7), 3307-3332, 2024 | 5 | 2024 |
Assessing topographic effects on forest responses to drought with multiple seasonal metrics from Sentinel-2 Y Sang, F Tian, H Jin, Z Cai, L Feng, Y Dou, L Eklundh International Journal of Applied Earth Observation and Geoinformation 128 …, 2024 | 3 | 2024 |
A lightweight CNN-Transformer network for pixel-based crop mapping using time-series Sentinel-2 imagery Y Wang, L Feng, W Sun, L Wang, G Yang, B Chen Computers and Electronics in Agriculture 226, 109370, 2024 | 2 | 2024 |
Integrating Optical and SAR Time Series Images for Unsupervised Domain Adaptive Crop Mapping L Feng, D Gui, S Han, T Qiu, Y Wang Remote Sensing 16 (8), 1464, 2024 | 1 | 2024 |