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Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (6)
作者:  Kang, Yanghui;  Ozdogan, Mutlu;  Zhu, Xiaojin;  Ye, Zhiwei;  Hain, Christopher;  Anderson, Martha
收藏  |  浏览/下载：15/0  |  提交时间：2020/07/02
crop yields  climate impact  machine learning  deep learning  data-driven  
Observed earlier start of the growing season from middle to high latitudes across the Northern Hemisphere snow-covered landmass for the period 2001-2014 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (3)
作者:  Chen, Xiaona;  Yang, Yaping
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
northern hemisphere  start of the growing season  SOS  climate change  satellite observations  
Urban warming advances spring phenology but reduces the response of phenology to temperature in the conterminous United States 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (8) : 4228-4233
作者:  Meng, Lin;  Mao, Jiafu;  Zhou, Yuyu;  Richardson, Andrew D.;  Lee, Xuhui;  Thornton, Peter E.;  Ricciuto, Daniel M.;  Li, Xuecao;  Dai, Yongjiu;  Shi, Xiaoying;  Jia, Gensuo
收藏  |  浏览/下载：16/0  |  提交时间：2020/05/13
phenology  urbanization  temperature response  urban heat island