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Improving the prediction of an atmospheric chemistry transport model using gradient-boosted regression trees 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (13) : 8063-8082
作者:  Ivatt, Peter D.;  Evans, Mathew J.
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/21
Data assimilation of a dense wind profiler network and its impact on convective forecasting 期刊论文
ATMOSPHERIC RESEARCH, 2020, 238
作者:  Wang, Cheng;  Chen, Yaodeng;  Chen, Min;  Shen, Jie
收藏  |  浏览/下载：11/0  |  提交时间：2020/08/18
Data assimilation  Wind profiler radar observation  Momentum control variables  Numerical weather prediction  
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  
Constraining Global Changes in Temperature and Precipitation From Observable Changes in Surface Radiative Heating 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (9)
作者:  Dhara, Chirag
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
surface energy balance  surface radiative heating  surface temperature response  precipitation change  climate change projections  GCM biases  
Design and evaluation of CO2 observation network to optimize surface CO2 fluxes in Asia using observation system simulation experiments 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (8) : 5175-5195
作者:  Park, Jun;  Kim, Hyun Mee
收藏  |  浏览/下载：6/0  |  提交时间：2020/05/13
Atmospheric mercury deposition over the land surfaces and the associated uncertainties in observations and simulations: a critical review 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (24) : 15587-15608
作者:  Zhang, Lei;  Zhou, Peisheng;  Cao, Shuzhen;  Zhao, Yu
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
On the Optimal Spatial Design for Groundwater Level Monitoring Networks 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Ohmer, M.;  Liesch, T.;  Goldscheider, N.
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
groundwater level monitoring network  sampling design  low-discrepancy  geostatistics  spatial optimization  
Simulation of temperature series and small networks from data 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (13) : 5104-5123
作者:  Washington, Benjamin;  Seymour, Lynne;  Lund, Robert;  Willett, Kate
收藏  |  浏览/下载：4/0  |  提交时间：2020/02/17
general circulation model  temperature network  vector autoregression  
Exploring trends in wet-season precipitation and drought indices in wet, humid and dry regions 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (11)
作者:  Funk, Chris;  Harrison, Laura;  Alexander, Lisa;  Peterson, Pete;  Behrangi, Ali;  Husak, Greg
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/17
precipitation  precipitation extremes  climate change  drought  evapotranspiration  global warming  satellite precipitation  
Mutualistic networks: moving closer to a predictive theory 期刊论文
ECOLOGY LETTERS, 2019, 22 (9) : 1517-1534
作者:  Valdovinos, Fernanda S.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
Adaptive foraging  consumer-resource models  floral rewards  forbidden links  Lotka-Volterra model of mutualism  nestedness  plant-frugivore networks  plant-pollinator networks  reproductive services  species traits