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Spatial biases of information influence global estimates of soil respiration: How can we improve global predictions? 期刊论文
Global Change Biology, 2021
作者:  Emma Stell;  Daniel Warner;  Jinshi Jian;  Ben Bond-Lamberty;  Rodrigo Vargas
收藏  |  浏览/下载:21/0  |  提交时间:2021/06/07
The impact of variable renewable energy technologies on electricity markets: An analysis of the Turkish balancing market 期刊论文
Energy Policy, 2021
作者:  Selahattin Murat Sirin, Berna N. Yilmaz
收藏  |  浏览/下载:9/0  |  提交时间:2021/02/22
Nation-wide estimation of groundwater redox conditions and nitrate concentrations through machine learning 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (6)
作者:  Knoll, Lukas;  Breuer, Lutz;  Bach, Martin
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/02
groundwater quality  nitrate pollution  redox conditions  random forest  uncertainty  large-scale  
Probabilistic Forecasting of El Nino Using Neural Network Models 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (6)
作者:  Petersik, Paul Johannes;  Dijkstra, Henk A.
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
El Nino  prediction  machine learning  neural networks  probabilistic forecasting  
Bias adjustment and ensemble recalibration methods for seasonal forecasting: a comprehensive intercomparison using the C3S dataset 科技报告
来源:European Climate Prediction system. 出版年: 2020
作者:  admin
收藏  |  浏览/下载:9/0  |  提交时间:2020/06/16
Spatio-temporal drought patterns of multiple drought indices based on precipitation and soil moisture: A case study in South Korea 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (12) : 4669-4687
作者:  Kwon, Moonhyuk;  Kwon, Hyun-Han;  Han, Dawei
收藏  |  浏览/下载:9/0  |  提交时间:2019/11/27
clustering analysis  multivariate drought index  quantile regression  SPI  SSI  
Data assimilation for constructing long-term gridded daily rainfall time series over Southeast Asia 期刊论文
CLIMATE DYNAMICS, 2019, 53: 3289-3313
作者:  Singh, Vishal;  Qin Xiaosheng
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
Rainfall data assimilation  Rainfall analysis  SA-OBS  PRINCETON  TRMM  APHRODITE  
Limitations of univariate linear bias correction in yielding cross-correlation between monthly precipitation and temperature 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (11) : 4479-4496
作者:  Das Bhowmik, R.;  Sankarasubramanian, A.
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
bias correction  bootstrapping  cross-correlation  Fisher z-transformation  precipitation  temperature  univariate  
Heterogeneity in German Residential Electricity Consumption: A quantile regression approach 期刊论文
ENERGY POLICY, 2019, 131: 370-379
作者:  Frondel, Manuel;  Sommer, Stephan;  Vance, Colin
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
Electricity consumption  Conditional demand approach  Quantile regression methods  
Seasonal hydroclimatic ensemble forecasts anticipate nutrient and suspended sediment loads using a dynamical-statistical approach 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (8)
作者:  Sharma, Sanjib;  Gall, Heather;  Gironas, Jorge;  Mejia, Alfonso
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/27
ensembles  subseasonal-to-seasonal forecasting  water quantity/quality forecasting  hydrologic model  climate forecast system