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Enhancing the Evaluation and Interpretability of Data-Driven Air Quality Models 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 246
作者:  Gu J.;  Yang B.;  Brauer M.;  Zhang K.M.
收藏  |  浏览/下载：45/0  |  提交时间：2022/01/18
Air quality modeling  Data-driven model  Linear regression  Model evaluation  Model interpretability  Random forest  Repeated cross-validations  SHAP  
Groundwater Depths Affect Phosphorus and Potassium Resorption but Not Their Utilization in a Desert Phreatophyte in Its Hyper-Arid Environment 期刊论文
FRONTIERS IN PLANT SCIENCE, 2021, 卷号: 12
作者:  Zhang, Bo;  Tang, Gangliang;  Yin, Hui;  Zhao, Shenglong;  Shareef, Muhammad;  Liu, Bo;  Gao, Xiaopeng;  Zeng, Fanjiang
收藏  |  浏览/下载：31/0  |  提交时间：2022/04/28
NITROGEN-USE-EFFICIENCY  ALHAGI-SPARSIFOLIA SHAP.  NUTRIENT RESORPTION  SEMIARID GRASSLAND  FUNCTIONAL-GROUPS  RESPONSES  PLANT  WATER  LEAVES  PATTERNS  
A machine learning approach capturing the effects of driving behaviour and driver characteristics on trip-level emissions 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 224
作者:  Xu J.;  Saleh M.;  Hatzopoulou M.
收藏  |  浏览/下载：33/0  |  提交时间：2022/01/18
Driver experience  Eco-score  Emission factor  Gradient boosting  SHAP  Vehicle emissions