Relationship between Antecedent Land Surface Conditions and Precipitation in the North American Monsoon Region Chunmei Zhu a, Dennis P. Lettenmaier a,

Slides:



Advertisements
Similar presentations
Summer 2009 Western Fire Season Outlook Overview Significant fire potential is expected to be above normal across much of California, Florida, central.
Advertisements

American Monsoons-ENSO teleconnection Vasu Misra, Dept. of Earth, Ocean and Atmospheric Science, Florida State University 1.
The Effects of El Niño-Southern Oscillation on Lightning Variability over the United States McArthur “Mack” Jones Jr. 1, Jeffrey M. Forbes 1, Ronald L.
1 Climate change and the cryosphere. 2 Outline Background, climatology & variability Role of snow in the global climate system Contemporary observations.
Interannual Variability in Summer Hydroclimate over North America in CAM2.0 and NSIPP AMIP Simulations By Alfredo Ruiz–Barradas 1, and Sumant Nigam University.
References (1) Blanford, HF (1884) Proc. Roy. Soc. London 37. // (2) Becker, BD, JM Slingo, L Ferranti, F Molteni (2001) Mausam 52. // (3) Bamzai, AS &
Alan F. Hamlet, Phil Mote, Martyn Clark, Dennis P. Lettenmaier Center for Science in the Earth System Climate Impacts Group and Department of Civil and.
Coupling Strength between Soil Moisture and Precipitation Tunings and the Land-Surface Database Ecoclimap Experiment design: Two 10-member ensembles -
Climate Impacts Discussion: What economic impacts does ENSO have? What can we say about ENSO and global climate change? Are there other phenomena similar.
Anomalous Summer Precipitation over New Mexico during 2006: Natural Variability or Climate Change? Shawn Bennett, Deirdre Kann and Ed Polasko NWS Albuquerque.
Alan F. Hamlet Dennis P. Lettenmaier Center for Science in the Earth System Climate Impacts Group and Department of Civil and Environmental Engineering.
Outline Background, climatology & variability Role of snow in the global climate system Indicators of climate change Future projections & implications.
Interannual Variability of Great Plains Summer Rainfall in Reanalyses and NCAR and NASA AMIP-like Simulations Alfredo Ruiz-Barradas Sumant Nigam Department.
Current Website: An Experimental Surface Water Monitoring System for Continental US Andy W. Wood, Ali.
Summer 2010 Forecast. Outline Review seasonal predictors Focus on two predictors: ENSO Soil moisture Summer forecast Look back at winter forecast Questions.
The North American Monsoon System: Recent Evolution and Current Status Update prepared by Climate Prediction Center / NCEP 05 August 2013.
The North American Monsoon System: Recent Evolution and Current Status Update prepared by Climate Prediction Center / NCEP 27 August 2013.
Relationship between Antecedent Land Surface Conditions and Precipitation in the North American Monsoon Region Chunmei Zhu a, Dennis P. Lettenmaier a,
Tereza Cavazos NAME Working Group Puerto Vallarta, Mexico November 2003 CICESE and UABC Participation in NAME Intro Dept. of Physical Oceanography 2002.
1. Introduction 3. Global-Scale Results 2. Methods and Data Early spring SWE for historic ( ) and future ( ) periods were simulated. Early.
Conclusions: ● We produced a long-term observation-derived and hydrological model-derived dataset of land surface fluxes and states with a period of ,
INDIA and INDO-CHINA India and Indo-China are other areas where the theoretical predictability using the interactive soil moisture is superior to the fixed.
Paper Review R 馮培寧 Kirsten Feng.
MM5/VIC Modeling Evaluation of the Influence of Antecedent Soil Moisture on Variability of the North American Monsoon System Chunmei Zhu a, Yun Qian b,
The Role of Antecedent Soil Moisture on Variability of the North American Monsoon System Chunmei Zhu a, Yun Qian b, Ruby Leung b, David Gochis c, Tereza.
The climate and climate variability of the wind power resource in the Great Lakes region of the United States Sharon Zhong 1 *, Xiuping Li 1, Xindi Bian.
The Indian Monsoon A monsoon seasonal change is characterized by a variety of physical mechanisms which produce strong seasonal winds, a wet summer.
Introduction 1. Climate – Variations in temperature and precipitation are now predictable with a reasonable accuracy with lead times of up to a year (
Introduction to and validation of MM5/VIC modeling system.
Efficient Methods for Producing Temporally and Topographically Corrected Daily Climatological Data Sets for the Continental US JISAO/SMA Climate Impacts.
Drought Prediction (In progress) Besides real-time drought monitoring, it is essential to provide an utlook of what future might look like given the current.
2015 Fire Season Considerations and Outlook SWCC Predictive Services Updated May 18, 2015.
MSRD FA Continuous overlapping period: Comparison spatial extention: Northern Emisphere 2. METHODS GLOBAL SNOW COVER: COMPARISON OF MODELING.
Positive Potential Vorticity Anomalies Generated from Monsoon Convection Stephen M. Saleeby and William R. Cotton Department of Atmospheric Science, Colorado.
Sources of Skill and Error in Long Range Columbia River Streamflow Forecasts: A Comparison of the Role of Hydrologic State Variables and Winter Climate.
Variability of Extreme precipitation Events in the Core of the North American Monsoon Fourth Symposium on Southwest Hydrometeorology Tucson, AZ,
Assessing the Influence of Decadal Climate Variability and Climate Change on Snowpacks in the Pacific Northwest JISAO/SMA Climate Impacts Group and the.
ABSTRACT Since the 1930's, combined streamflow from the six largest Eurasian rivers discharging to the Arctic Ocean has been increasing. For many of these.
The frequency distribution of daily precipitation over the U.S. Emily J. Becker 1, E. Hugo Berbery 1, and R. Wayne Higgins 2 1: Department of Atmospheric.
Changes in the South American Monsoon and potential regional impacts L. Carvalho, C. Jones, B. Bookhagan, D. Lopez-Carr UCSB, USA A.Posadas, R. Quiroz.
Relationship between Antecedent Land Surface Conditions and Warm Season Precipitation in the North American Monsoon Region Chunmei Zhu a, Dennis P. Lettenmaier.
UBC/UW 2011 Hydrology and Water Resources Symposium Friday, September 30, 2011 DIAGNOSIS OF CHANGING COOL SEASON PRECIPITATION STATISTICS IN THE WESTERN.
Spatial and Temporal Variability of Soil Moisture in North America American Geophysical Union- European Geophysical Society Joint Meeting April 8, 2003.
Ongoing Work As part of a project intended to evaluate the potential for improving water resources management in Mexico through use of climate forecasts,
2014 NWSA Annual Meeting.  Discussion Topics:  2013 Fire Season (review)  Winter and Spring  What’s new for 2014  Seasonal Outlook for.
NAME SWG th Annual NOAA Climate Diagnostics and Prediction Workshop State College, Pennsylvania Oct. 28, 2005.
Conclusions: ● The spring land condition in the SW U.S. has a memory of winter precipitation anomalies, and the spring land memory in this area seems to.
Conclusions: ● We produced a long-term observation-derived and hydrological model-derived dataset of land surface fluxes and states with a period of ,
Northeast Regional Climate Information Projected Climate Changes for the Northeast More frequent and intense extreme precipitation events, 100-year storm.
California’s climate. Sierra Nevada snow depth, April 13, 2005 April 1 snowpack was 3 rd largest in last 10 years cm snow Source:
1 Role of Antecedent Land Surface Conditions on North American Monsoon Rainfall Variability Chunmei Zhu Department of Civil and Environmental Engineering.
Upper Rio Grande R Basin
Estimating Changes in Flood Risk due to 20th Century Warming and Climate Variability in the Western U.S. Alan F. Hamlet Dennis P. Lettenmaier.
Hydrologic implications of 20th century warming in the western U.S.
Hydrologic Implications of 20th Century Warming in the Western U.S.
Professor Steve Burges retirement symposium , March , 2010, University of Washington Drought assessment and monitoring using hydrological modeling.
Air Parcel Trajectory Analysis
Dennis P. Lettenmaier, Andrew W. Wood, Ted Bohn, George Thomas
Francisco Munoz Dennis P. Lettenmaier
Multimodel Ensemble Reconstruction of Drought over the Continental U.S
Trends in Runoff and Soil Moisture in the Western U.S
Hydrologic Forecasting
Effects of Temperature and Precipitation Variability on Snowpack Trends in the Western U.S. JISAO/SMA Climate Impacts Group and the Department of Civil.
Results for Basin Averages of Hydrologic Variables
A Multimodel Drought Nowcast and Forecast Approach for the Continental U.S.  Dennis P. Lettenmaier Department of Civil and Environmental Engineering University.
Variability of the North American Monsoon
Hydrologic Changes in the Western U.S. from
Multimodel Ensemble Reconstruction of Drought over the Continental U.S
Winter precipitation – spring soil moisture link
Results for Basin Averages of Hydrologic Variables
Presentation transcript:

Relationship between Antecedent Land Surface Conditions and Precipitation in the North American Monsoon Region Chunmei Zhu a, Dennis P. Lettenmaier a, and Tereza Cavazos b a Department of Civil & Environmental Engineering, Box , University of Washington, Seattle, WA b Department of Physical Oceanography, Centro de Investigacion Cientifica de Educacion, Superior de Ensenada, Ensenada, Mexico Introduction We explore possible links between North American Monsoon System (NAMS) seasonal (Jun-Jul-Aug- Sep) precipitation and pre-monsoon (previous autumn, winter, and spring) land surface conditions, including precipitation, temperature, soil moisture and snow cover anomalies. We hypothesize land and sea surface feedback mechanisms associated with NAMS precipitation, and we propose an approach for determining their dynamical links. Following previous investigators, we partitioned the NAMS region into four sub-regions (Monsoon West, South, North and East) based on the seasonality and variability of JJAS monsoon precipitation from , and evaluated the possible effects of previous land surface conditions in various subcontinental “predictor regions” on Monsoon West (MW) monsoon precipitation. Data for the study were monthly aggregates from the retrospective Land Data Assimilation System (LDAS) archive for the period 1950 to 1999 (Maurer et al, 2002). The retrospective LDAS archive includes gridded precipitation (P), mean surface air temperature (SAT), and Variable Infiltration Capacity (VIC) land surface model-derived soil moisture (Sm), and snow water equivalent (SWE). We outline future work that will construct an exploratory seasonal monsoon precipitation predictive model based on antecedent conditions. References: Comrie A.C. and E.C. Glenn, 1998: Principal components-based regionalization of precipitation regimes across the southwest United States and northern Mexico, with an application to monsoon precipitation variability. Clim. Res., 10, Guzler D.S., 2000: Co variability of spring snowpack and summer rainfall across the southwest United States. J. Climate, 13, Gutzler D.S. and J.W. Preston, 1997: Evidence for a relationship between spring snow cover in North America and summer precipitation in New Mexico. Geophys. Res. Lett., 24, Higgins R.W. and W.Shi, 2000: Dominant factors responsible for interannual variability of the summer monsoon in the Southwestern United States. J. Climate, 13, Hu Q. and F. Song, 2002: Interannual rainfall variations in the North American Summer Monsoon Region: J. Climate, 15, Liang, X., D. P. Lettenmaier, E. F. Wood, and S. J. Burges, 1994: A Simple hydrologically Based Model of Land Surface Water and Energy Fluxes for GSMs, J. Geophys. Res., 99(D7), 14,415-14,428. Lo F. and M.P. Clark, 2002: Relationships between spring snow mass and summer precipitation in the Southwestern United States associated with North American monsoon system. J. Climate, 15, Matsui T, V. Lakshml and B. Small, 2003: Links between snow cover, surface skin temperature, and rainfall variability in the North American Monsoon system. J. Climate, 16, Maurer E.P., A.W. Wood, J.C. Adam, D.P. Lettenmaier, and B. Nijssen, 2002: A long-term hydrologically-based data set of land surface fluxes and states for the conterminous United States. J. Climate, Vol. 15, 3237–3251. Study Domain 1 The figures show apparent relationships between strong and weak MW monsoon precipitation and soil moisture in the preceding spring. The left figure shows the strong (weak) monsoons are associated with dry (wet) antecedent soil moisture. Note that the left figure appears similar to Figure 2c, and indicates that spring soil moisture in the Southwest is a reflection of winter precipitation. The right figure is is for June, and confirms that in much of the Southwest, soil moisture anomalies persist from winter through the following spring (immediately prior to the monsoon). Note that the Great Plains and Southwest show reverse signals. Winter Precipitation-monsoon rainfall feedback hypothesis Figure 2a: Monsoon West winter predictor region. Conclusions: ● For the Monsoon West region (here referring to eastern AZ and western NM), land surface-monsoon relationships are not stable in time. The strength of land surface teleconnections in MW seems to be strongest for JJAS (monsoon) precipitation is MW appears to be negatively related to the previous winter’s precipitation in the U.S. Southwest, and to spring snow accumulation in the mountainous part of the Southwest. ● The antecedent land surface link that we propose related to SWE, soil moisture, and air temperature) is stronger in the Southwest mountainous area and the Four Corners source areas. This is a mountainous area, where snow plays a strong role in land surface processes, however it is not yet clear that the apparent land memory mechanism is related to snow per se. Furthermore, the surface temperature – monsoon links remain unclear, and need further investigation. Monsoon West Monsoon South Monsoon North Monsoon East Monsoon regions are defined as in Comrie & Glenn paper (1998) based on the seasonality and variability of JJAS monsoon precipitation from In the following section we evaluate the possible effects of previous land surface conditions in various subcontinental “predictor regions” on Monsoon West (MW) monsoon precipitation. Winter Precipitation - JJAS Monsoon West Rainfall Figure 2b: 15-year moving average correlation of JJAS MW precipitation with winter precipitation in predictor region ● The statistically significant negatively related region includes southern California, Nevada, Utah, Arizona, western Colorado and New Mexico, which is the potential winter predictor region for Monsoon West monsoon rainfall (figure 2a). ● This negative relationship varies in strength. It is strong during the period, but weak otherwise. ● This negative signal is especially strong during extreme years (Figure 2c). Figure 2c: Monsoon West JFM relative precipitation anomaly composite for wet and dry years. Period: Snow-monsoon Relationship Figure 3a: Monsoon West snow index area Figure 3b: 15-year moving average correlation of Monsoon West snow index versus JJAS monsoon rainfall ● A snow index equal to April SWE in the mountainous part of the U.s. Southwest (blue area in Figure 3a) and JJAS MW precipitation shows a negative correlation. ● This negative relationship is especially strong during 1965 – end of 1980s. Higher (lower) winter precipitation and spring snowpack More (less) spring or early summer soil moisture lower (higher) spring and early summer surface temperature Weak (strong) monsoon Winter precipitation – spring soil moisture link Soil moisture – surface temperature link The figure at left shows that April soil moisture has a negative, but not very strong correlation with May and June surface air temperature. Snow – surface temperature link April SWE (in the region shown in Figure 3a) shows a strong negative correlation with May and June surface air temperature in the Four Corners region. Pre-monsoon SAT – monsoon precipitation Antecedent June surface air temperature (SAT) in Northern AZ and in the Southern Rockies is positively correlated with July MW precipitation. It seems that in the core of the monsoon the relationship is negative, possibly because rainfall there comes earlier. The land –surface mechanisms associated with SAT and precipitation remain unclear, and need further investigation