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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  
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  
A Euro-Mediterranean tree-ring reconstruction of the winter NAO index since 910CE 期刊论文
CLIMATE DYNAMICS, 2019, 53: 1567-1580
作者:  Cook, Edward R.;  Kushnir, Yochanan;  Smerdon, Jason E.;  Williams, A. Park;  Anchukaitis, Kevin J.;  Wahl, Eugene R.
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/27
North Atlantic Oscillation  Euro-Mediterranean tree rings  Millennium reconstruction  Stochastic forcing  
Bias adjustment and ensemble recalibration methods for seasonal forecasting: a comprehensive intercomparison using the C3S dataset 期刊论文
CLIMATE DYNAMICS, 2019, 53: 1287-1305
作者:  Manzanas, R.;  Gutierrez, J. M.;  Bhend, J.;  Hemri, S.;  Doblas-Reyes, F. J.;  Torralba, V.;  Penabad, E.;  Brookshaw, A.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Seasonal forecasting  C3S  Bias adjustment  Ensemble recalibration  Forecast quality  Reliability  Ensemble size  Hindcast length  
Improving the North American multi-model ensemble (NMME) precipitation forecasts at local areas using wavelet and machine learning 期刊论文
CLIMATE DYNAMICS, 2019, 53: 601-615
作者:  Xu, Lei;  Chen, Nengcheng;  Zhang, Xiang;  Chen, Zeqiang;  Hu, Chuli;  Wang, Chao
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
NMME  Precipitation forecast  Bias correction  Wavelet  Machine learning