Precipitation from Space: Advancing Earth System Science

Advances to space-based observing systems and data processing techniques have made precipitation datasets quickly and easily available via various data portals and widely used in Earth sciences. The increasingly lengthy time span of space-based precipitation data records has enabled cross-discipline investigations and applications that would otherwise not be possible, revealing discoveries related to hydrological and land processes, climate, atmospheric composition, and ocean freshwater budget and proving a vital element in addressing societal issues. The purpose of this article is to demonstrate how the availability and continuity of precipitation data records from recent and upcoming space missions is transforming the ways that scientific and societal issues are addressed, in ways that would not be otherwise possible.

[1]  Michael A. Turk,et al.  The Tropical Rainfall Potential (TRaP) Technique. Part I: Description and Examples , 2005 .

[2]  S. Seneviratne,et al.  Global intercomparison of 12 land surface heat flux estimates , 2011 .

[3]  Francisco Tapiador,et al.  Exploiting an ensemble of regional climate models to provide robust estimates of projected changes in monthly temperature and precipitation probability distribution functions , 2009 .

[4]  Yang Hong,et al.  Applications of TRMM-Based Multi-Satellite Precipitation Estimation for Global Runoff Prediction: Prototyping a Global Flood Modeling System , 2010 .

[5]  Faisal Hossain,et al.  A first approach to global runoff simulation using satellite rainfall estimation , 2007 .

[6]  Venkat Lakshmi,et al.  Advances in downscaling soil moisture for use in drought and flood assessments: Implications for data from the Soil Moisture Active and Passive (SMAP) Mission , 2015 .

[7]  J. Janowiak,et al.  The Version 2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979-Present) , 2003 .

[8]  Eric F. Wood,et al.  Assessing the skill of satellite‐based precipitation estimates in hydrologic applications , 2010 .

[9]  V. Levizzani,et al.  Status of satellite precipitation retrievals , 2009 .

[10]  T. Jackson,et al.  Improving Satellite-Based Rainfall Accumulation Estimates Using Spaceborne Surface Soil Moisture Retrievals , 2009 .

[11]  Ralph Ferraro,et al.  The Fourth International Precipitation Working Group Workshop , 2010 .

[12]  Michael Borsche,et al.  Estimation of land surface heat fluxes from remote sensing data - an uncertainty assessment , 2012 .

[13]  Jeffrey S. Reid,et al.  A system for operational aerosol optical depth data assimilation over global oceans , 2008 .

[14]  William S. Olson,et al.  Improving Global Analysis and Short-Range Forecast Using Rainfall and Moisture Observations Derived from TRMM and SSM/I Passive Microwave Sensors , 2001 .

[15]  Francisco J. Tapiador,et al.  Exploiting an ensemble of regional climate models to provide robust estimates of projected changes in monthly temperature and precipitation probability distribution functions , 2009 .

[16]  F. Tapiador A Joint Estimate of the Precipitation Climate Signal in Europe Using Eight Regional Models and Five Observational Datasets , 2010 .

[17]  T. Holmes,et al.  Global land-surface evaporation estimated from satellite-based observations , 2010 .

[18]  F. J. Turk,et al.  Toward improved characterization of remotely sensed precipitation regimes with MODIS/AMSR-E blended data techniques , 2005, IEEE Transactions on Geoscience and Remote Sensing.

[19]  Jeffrey S. Reid,et al.  Impact of modeled versus satellite measured tropical precipitation on regional smoke optical thickness in an aerosol transport model , 2009 .

[20]  S. Seneviratne,et al.  Evaluation of global observations‐based evapotranspiration datasets and IPCC AR4 simulations , 2011 .

[21]  B. N. Meisner,et al.  The Relationship between Large-Scale Convective Rainfall and Cold Cloud over the Western Hemisphere during 1982-84 , 1987 .

[22]  Pietro Ceccato,et al.  Validation and Intercomparison of Satellite Rainfall Estimates over Colombia , 2010 .

[23]  Yang Hong,et al.  Advances in landslide nowcasting: evaluation of a global and regional modeling approach , 2012, Environmental Earth Sciences.

[24]  E. Anagnostou,et al.  Precipitation: Measurement, remote sensing, climatology and modeling , 2009 .

[25]  Kuolin Hsu,et al.  Intercomparison of High-Resolution Precipitation Products over Northwest Europe , 2012 .

[26]  Y. Hong,et al.  The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales , 2007 .

[27]  Li Li,et al.  An Evaluation of Microwave Land Surface Emissivities Over the Continental United States to Benefit GPM-Era Precipitation Algorithms , 2013, IEEE Transactions on Geoscience and Remote Sensing.

[28]  Mark A. Bourassa,et al.  Globally Gridded Satellite Observations for Climate Studies , 2011 .

[29]  S. Solomon,et al.  How Often Does It Rain , 2006 .

[30]  Patrick Minnis,et al.  The Global Space-Based Inter-Calibration System , 2011 .

[31]  J. Janowiak,et al.  COMPARISON OF NEAR-REAL-TIME PRECIPITATION ESTIMATES FROM SATELLITE OBSERVATIONS AND NUMERICAL MODELS , 2007 .

[32]  Yang Hong,et al.  Evaluation of the potential of NASA multi‐satellite precipitation analysis in global landslide hazard assessment , 2006 .

[33]  J. Janowiak,et al.  CMORPH: A Method that Produces Global Precipitation Estimates from Passive Microwave and Infrared Data at High Spatial and Temporal Resolution , 2004 .

[34]  Christian D. Kummerow,et al.  Global Precipitation Measurement , 2008 .

[35]  Ü. Rannik,et al.  Estimates of the annual net carbon and water exchange of forests: the EUROFLUX methodology , 2000 .

[36]  Elizabeth E. Ebert,et al.  Ensemble Tropical Rainfall Potential (eTRaP) Forecasts , 2011 .

[37]  Charles R. Sampson,et al.  Real-Time Internet Distribution of Satellite Products for Tropical Cyclone Reconnaissance. , 2001 .

[38]  K. Trenberth,et al.  Earth's Global Energy Budget , 2009 .

[39]  Yang Hong,et al.  Use of satellite remote sensing data in the mapping of global landslide susceptibility , 2007 .

[40]  D. Baldocchi ‘Breathing’ of the terrestrial biosphere: lessons learned from a global network of carbon dioxide flux measurement systems , 2008 .

[41]  David T. Bolvin,et al.  Improving the global precipitation record: GPCP Version 2.1 , 2009 .

[42]  Y. Hong,et al.  Evaluation of Global Flood Detection Using Satellite-Based Rainfall and a Hydrologic Model , 2012 .

[43]  Sadiq I. Khan,et al.  The coupled routing and excess storage (CREST) distributed hydrological model , 2011 .

[44]  E. Sánchez,et al.  Changes in the European Precipitation Climatologies as Derived by an Ensemble of Regional Models , 2008 .

[45]  David G. DeWitt,et al.  A recent and abrupt decline in the East African long rains , 2012 .

[46]  Michael A. Turk,et al.  The Tropical Rainfall Potential (TRaP) Technique. Part II: Validation , 2005 .

[47]  Peter Bauer,et al.  Assimilating Satellite Observations of Clouds and Precipitation into NWP Models , 2011 .

[48]  Jiancheng Shi,et al.  The Soil Moisture Active Passive (SMAP) Mission , 2010, Proceedings of the IEEE.

[49]  R. Koster,et al.  Assessment and Enhancement of MERRA Land Surface Hydrology Estimates , 2011 .

[50]  Yang Hong,et al.  Evaluation of a preliminary satellite-based landslide hazard algorithm using global landslide inventories , 2009 .

[51]  W. Petersen,et al.  Global precipitation measurement: Methods, datasets and applications , 2012 .

[52]  Paul A. Dirmeyer,et al.  The Hydrologic Feedback Pathway for Land–Climate Coupling , 2006 .

[53]  Thomas J. Jackson,et al.  WindSat Global Soil Moisture Retrieval and Validation , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[54]  Mark A. Bourassa,et al.  Globally Gridded Satellite (GridSat) Observations for Climate Studies , 2012 .

[55]  Yang Hong,et al.  Please Scroll down for Article International Journal of Remote Sensing Evaluation of a Satellite-based Global Flood Monitoring System Evaluation of a Satellite-based Global Flood Monitoring System , 2022 .

[56]  Robert F. Adler,et al.  A Proposed Tropical Rainfall Measuring Mission (TRMM) Satellite , 1988 .

[57]  F. Joseph Turk,et al.  An assessment of satellite-based high resolution precipitation datasets for atmospheric composition studies in the maritime continent☆ , 2013 .