Evaluation of machine learning approaches to predict soil organic matter and pH using Vis-NIR spectra M Yang, D Xu, S Chen, H Li, Z Shi Sensors 19 (2), 263, 2019 | 119 | 2019 |
Monitoring soil organic carbon in alpine soils using in situ vis‐NIR spectroscopy and a multilayer perceptron S Chen, D Xu, S Li, W Ji, M Yang, Y Zhou, B Hu, H Xu, Z Shi Land Degradation & Development 31 (8), 1026-1038, 2020 | 48 | 2020 |
Assessment of a soil fertility index using visible and near‐infrared spectroscopy in the rice paddy region of southern China M Yang, A Mouazen, X Zhao, X Guo European Journal of Soil Science 71 (4), 615-626, 2020 | 45 | 2020 |
Evaluating validation strategies on the performance of soil property prediction from regional to continental spectral data S Chen, H Xu, D Xu, W Ji, S Li, M Yang, B Hu, Y Zhou, N Wang, ... Geoderma 400, 115159, 2021 | 41 | 2021 |
Stoichiometry of soil carbon, nitrogen, and phosphorus in farmland soils in southern China: Spatial pattern and related dominates B Hu, M Xie, H Li, W Zhao, J Hu, Y Jiang, W Ji, S Li, Y Hong, M Yang, ... Catena 217, 106468, 2022 | 31 | 2022 |
Effectiveness of different approaches for in situ measurements of organic carbon using visible and near infrared spectrometry in the Poyang Lake basin area M Yang, S Chen, H Li, X Zhao, Z Shi Land Degradation & Development 32 (3), 1301-1311, 2021 | 10 | 2021 |
Strategies for efficient estimation of soil organic content at the local scale based on a national spectral database H Li, Y Li, M Yang, S Chen, Z Shi Land Degradation & Development 33 (10), 1649-1661, 2022 | 9 | 2022 |
Strategies for predicting soil organic matter in the field using the Chinese Vis-NIR soil spectral library M Yang, S Chen, D Xu, Y Hong, S Li, J Peng, W Ji, X Guo, X Zhao, Z Shi Geoderma 433, 116461, 2023 | 5 | 2023 |
Exploring the potential of vis-NIR spectroscopy as a covariate in soil organic matter mapping M Yang, S Chen, X Guo, Z Shi, X Zhao Remote Sensing 15 (6), 1617, 2023 | 4 | 2023 |
Prediction of Soil Properties in a Field in Typical Black Soil Areas Using in situ MIR Spectra and Its Comparison with vis-NIR Spectra J Yin, Z Shi, B Li, F Sun, T Miao, Z Shi, S Chen, M Yang, W Ji Remote Sensing 15 (8), 2053, 2023 | 3 | 2023 |
Removing the moisture effect on predicting soil organic matter using vis-NIR spectroscopy with external parameter orthogonalization M Yang, S Chen, D Xu, X Zhao, Z Shi, H Qian, Z Zhang Geoderma Regional 37, e00797, 2024 | 1 | 2024 |
The effectiveness of different approaches for in situ measurements of organic carbon using VNIR in Poyang basin M Yang, H Li, S Zhou Authorea Preprints, 2020 | | 2020 |
Evaluation of accuracy of bootstrap-PLSR model based on Vis-NIR spectra in predicting soil organic matter. MH Yang, Q Xu, XM Zhao | | 2019 |
Assessment of a soil fertility index using visible and near-infrared spectroscopy MH YANG, AM MOUAZEN, XM ZHAO, X GUO | | |