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Incorporating machine learning with biophysical model can improve the evaluation of climate extremes impacts on wheat yield in south-eastern Australia 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2019, 卷号: 275, 页码: 100-113
作者:  Feng, Puyu;  Wang, Bin;  Liu, De Li;  Waters, Cathy;  Yu, Qiang
收藏  |  浏览/下载：37/0  |  提交时间：2019/10/08
Extreme climate events  Wheat yield  APSIM  Random forest  Hybrid model  
Impacts of future climate change on water resource availability of eastern Australia: A case study of the Manning River basin 期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 573, 页码: 49-59
作者:  Zhang, Hong;  Wang, Bin;  Liu, De Li;  Zhang, Mingxi;  Feng, Puyu;  Cheng, Lei;  Yu, Qiang;  Eamus, Derek
收藏  |  浏览/下载：42/0  |  提交时间：2019/10/08
GCMs  Xinanjiang (XAJ) model  Climate change  Eastern Australia  Runoff  
Designing wheat ideotypes to cope with future changing climate in South-Eastern Australia 期刊论文
AGRICULTURAL SYSTEMS, 2019, 卷号: 170, 页码: 9-18
作者:  Wang, Bin;  Feng, Puyu;  Chen, Chao;  Liu, De Li;  Waters, Cathy;  Yu, Qiang
收藏  |  浏览/下载：30/0  |  提交时间：2019/10/08
Virtual cultivars  Optimal sowing date  APSIM  High yield  Climate change  Wheat ideotypes  
Projected changes in drought across the wheat belt of southeastern Australia using a downscaled climate ensemble 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 卷号: 39, 期号: 2, 页码: 1041-1053
作者:  Feng, Puyu;  Liu, De Li;  Wang, Bin;  Waters, Cathy;  Zhang, Mingxi;  Yu, Qiang
收藏  |  浏览/下载：45/0  |  提交时间：2019/10/08
climate change  drought  rSPEI  southeastern Australia  spatio-temporal variations  
Machine learning-based integration of remotely-sensed drought factors can improve the estimation of agricultural drought in South-Eastern Australia 期刊论文
AGRICULTURAL SYSTEMS, 2019, 卷号: 173, 页码: 303-316
作者:  Feng, Puyu;  Wang, Bin;  Liu, De Li;  Yu, Qiang
收藏  |  浏览/下载：32/0  |  提交时间：2019/11/07
Extreme rainfall, rainfall erosivity, and hillslope erosion in Australian Alpine region and their future changes 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Zhu, Qinggaozi;  Yang, Xihua;  Fei, Ji;  Liu, De Li;  Yu, Qiang
收藏  |  浏览/下载：47/0  |  提交时间：2019/11/07