Global Precipitation Trends across Spatial Scales Using Satellite Observations

AbstractLittle dispute surrounds the observed global temperature changes over the past decades. As a result, there is widespread agreement that a corresponding response in the global hydrologic cycle must exist. However, exactly how such a response manifests remains unsettled. Here we use a unique recently developed long-term satellite-based record to assess changes in precipitation across spatial scales. We show that warm climate regions exhibit decreasing precipitation trends, while arid and polar climate regions show increasing trends. At the country scale, precipitation seems to have increased in 96 countries, and decreased in 104. We also explore precipitation changes over 237 global major basins. Our results show opposing trends at different scales, highlighting the importance of spatial scale in trend analysis. Furthermore, while the increasing global temperature trend is apparent in observations, the same cannot be said for the global precipitation trend according to the high-resolution dataset, P...

[1]  H. B. Mann Nonparametric Tests Against Trend , 1945 .

[2]  Thomas M. Smith,et al.  Global precipitation trends in 1900–2005 from a reconstruction and coupled model simulations , 2013 .

[3]  Thomas R. Karl,et al.  Secular Trends of Precipitation Amount, Frequency, and Intensity in the United States , 1998 .

[4]  F. Zwiers,et al.  Global increasing trends in annual maximum daily precipitation , 2013 .

[5]  Jens Christian Refsgaard,et al.  Spatial-scale characteristics of precipitation simulated by regional climate models and the implications for hydrological modeling , 2012 .

[6]  E. Fischer,et al.  Robust spatially aggregated projections of climate extremes , 2013 .

[7]  Kuolin Hsu,et al.  Assessing the Efficacy of High-Resolution Satellite-Based PERSIANN-CDR Precipitation Product in Simulating Streamflow , 2016 .

[8]  S. Sorooshian,et al.  Evaluation of the PERSIANN-CDR Daily Rainfall Estimates in Capturing the Behavior of Extreme Precipitation Events over China , 2014 .

[9]  M. Kendall,et al.  Rank Correlation Methods , 1949 .

[10]  Congbin Fu,et al.  Change of precipitation intensity spectra at different spatial scales under warming conditions , 2013 .

[11]  S. Sorooshian,et al.  Evaluation of PERSIANN system satellite-based estimates of tropical rainfall , 2000 .

[12]  John J. Marra,et al.  When El Niño Rages: How Satellite Data Can Help Water-Stressed Islands , 2016 .

[13]  R. Adler,et al.  Interdecadal variability/long-term changes in global precipitation patterns during the past three decades: global warming and/or pacific decadal variability? , 2013, Climate Dynamics.

[14]  K. Trenberth Changes in precipitation with climate change , 2011 .

[15]  Robert F. Adler,et al.  Global Precipitation: Means, Variations and Trends During the Satellite Era (1979–2014) , 2017, Surveys in Geophysics.

[16]  Decadal trends of the annual amplitude of global precipitation , 2016 .

[17]  C. Rosenzweig,et al.  Potential impact of climate change on world food supply , 1994, Nature.

[18]  K. Verdin,et al.  New Global Hydrography Derived From Spaceborne Elevation Data , 2008 .

[19]  S. Seneviratne,et al.  Global assessment of trends in wetting and drying over land , 2014 .

[20]  S. Sorooshian,et al.  Precipitation Estimation from Remotely Sensed Information Using Artificial Neural Networks , 1997 .

[21]  J. V. Revadekar,et al.  Global observed changes in daily climate extremes of temperature and precipitation , 2006 .

[22]  Kuolin Hsu,et al.  Exploring Trends through “RainSphere”: Research data transformed into public knowledge , 2017 .

[23]  S. Yue,et al.  Power of the Mann–Kendall and Spearman's rho tests for detecting monotonic trends in hydrological series , 2002 .

[24]  P. Jones,et al.  Hemispheric and Large-Scale Surface Air Temperature Variations: An Extensive Revision and an Update to 2001. , 2003 .

[25]  M. Clark,et al.  Effects of different regional climate model resolution and forcing scales on projected hydrologic changes , 2016 .

[26]  S. Sorooshian,et al.  PERSIANN-CDR: Daily Precipitation Climate Data Record from Multisatellite Observations for Hydrological and Climate Studies , 2015 .

[27]  B. Soden,et al.  Robust Responses of the Hydrological Cycle to Global Warming , 2006 .

[28]  D. Easterling,et al.  Trends in Intense Precipitation in the Climate Record , 2005 .

[29]  Robert F. Adler,et al.  Long-term changes/trends in surface temperature and precipitation during the satellite era (1979–2012) , 2016, Climate Dynamics.

[30]  Amir AghaKouchak,et al.  Global trends and patterns of drought from space , 2014, Theoretical and Applied Climatology.