Discovering Causal Factors of Drought in Ethiopia
暂无分享,去创建一个
Colm Connaughton | Francisco A. Rodrigues | Mohammad Noorbakhsh | F. Rodrigues | C. Connaughton | Mohammad-Foad Noorbakhsh
[1] Ian T. Jolliffe,et al. Empirical orthogonal functions and related techniques in atmospheric science: A review , 2007 .
[2] Bernhard Schölkopf,et al. Inferring causation from time series in Earth system sciences , 2019, Nature Communications.
[3] T. McKee,et al. THE RELATIONSHIP OF DROUGHT FREQUENCY AND DURATION TO TIME SCALES , 1993 .
[4] Milan Paluš,et al. Non-random correlation structures and dimensionality reduction in multivariate climate data , 2015, Climate Dynamics.
[5] P. Stott,et al. Can the 2011 East African drought be attributed to human‐induced climate change? , 2013 .
[6] Tom Burr,et al. Causation, Prediction, and Search , 2003, Technometrics.
[7] I. Masih,et al. A review of droughts on the African continent: a geospatial and long-term perspective , 2014 .
[8] 石黒 真木夫,et al. Akaike information criterion statistics , 1986 .
[9] Joel Nothman,et al. SciPy 1.0-Fundamental Algorithms for Scientific Computing in Python , 2019, ArXiv.
[10] Dino Sejdinovic,et al. Detecting and quantifying causal associations in large nonlinear time series datasets , 2017, Science Advances.
[11] Y. Benjamini,et al. Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .
[12] Leonard J. Tashman,et al. Out-of-sample tests of forecasting accuracy: an analysis and review , 2000 .
[13] F. Pappenberger,et al. The 2010–2011 drought in the Horn of Africa in ECMWF reanalysis and seasonal forecast products , 2013 .
[14] J. Michaelsen,et al. Warming of the Indian Ocean threatens eastern and southern African food security but could be mitigated by agricultural development , 2008, Proceedings of the National Academy of Sciences.
[15] U. Schneider,et al. GPCC Full Data Reanalysis Version 7.0: Monthly Land-Surface Precipitation from Rain Gauges built on GTS based and Historic Data , 2016 .
[16] S. Hastenrath,et al. Diagnosing the 2005 Drought in Equatorial East Africa , 2007 .
[17] Anna Veronika Dorogush,et al. CatBoost: gradient boosting with categorical features support , 2018, ArXiv.
[18] G. Brier,et al. Some applications of statistics to meteorology , 1958 .
[19] V. Marčenko,et al. DISTRIBUTION OF EIGENVALUES FOR SOME SETS OF RANDOM MATRICES , 1967 .
[20] A. Azzouz. 2011 , 2020, City.
[21] Gaël Varoquaux,et al. Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..
[22] Gianluca Bontempi,et al. From dependency to causality: a machine learning approach , 2014, J. Mach. Learn. Res..
[23] P. Spirtes,et al. An Algorithm for Fast Recovery of Sparse Causal Graphs , 1991 .
[24] H. Kaiser. The varimax criterion for analytic rotation in factor analysis , 1958 .
[25] J Runge,et al. Causal network reconstruction from time series: From theoretical assumptions to practical estimation. , 2018, Chaos.
[26] R. Seager,et al. Multidecadal variability in East African hydroclimate controlled by the Indian Ocean , 2013, Nature.
[27] S. Nicholson,et al. THE RELATIONSHIP OF THE EL NIÑO–SOUTHERN OSCILLATION TO AFRICAN RAINFALL , 1997 .
[28] D. Legates,et al. Evaluating the use of “goodness‐of‐fit” Measures in hydrologic and hydroclimatic model validation , 1999 .
[29] Radan Huth,et al. The effect of various methodological options on the detection of leading modes of sea level pressure variability , 2006 .
[30] C. Chung,et al. Weighting of geophysical data in Principal Component Analysis , 1999 .
[31] Potsdam,et al. Complex networks in climate dynamics. Comparing linear and nonlinear network construction methods , 2009, 0907.4359.
[32] O. Penrose. The Direction of Time , 1962 .