CLIMATE CHANGE AND REGIONAL HYDROLOGY ACROSS THE NORTHEAST US: Evidence of Changes, Model Projections, and Remote Sensing Approaches

Similar documents
Soil frost from microwave data. Kimmo Rautiainen, Jouni Pulliainen, Juha Lemmetyinen, Jaakko Ikonen, Mika Aurela

SMAP Data Product Overview

SMAP and SMOS Integrated Soil Moisture Validation. T. J. Jackson USDA ARS

Drought Monitoring with Hydrological Modelling

Introduction to SMAP. ARSET Applied Remote Sensing Training. Jul. 20,

Climate Change in the Northeast

Dual-Frequency Ku- Band Radar Mission Concept for Snow Mass

Climate Models and Snow: Projections and Predictions, Decades to Days

Terrestrial Snow Cover: Properties, Trends, and Feedbacks. Chris Derksen Climate Research Division, ECCC

Climate Change and Stormwater. Daniel Brown, Research Associate, GLISA

The indicator can be used for awareness raising, evaluation of occurred droughts, forecasting future drought risks and management purposes.

Quenching the Valley s thirst: The connection between Sierra Nevada snowpack & regional water supply

IMPACTS OF A WARMING ARCTIC

Global warming and Extremes of Weather. Prof. Richard Allan, Department of Meteorology University of Reading

ASimultaneousRadiometricand Gravimetric Framework

Central Asia Regional Flash Flood Guidance System 4-6 October Hydrologic Research Center A Nonprofit, Public-Benefit Corporation

Climate Change in the Northeast: Past, Present, and Future

Presentation Overview. Southwestern Climate: Past, present and future. Global Energy Balance. What is climate?

Observed Climate Variability and Change: Evidence and Issues Related to Uncertainty

Flood Forecasting Tools for Ungauged Streams in Alberta: Status and Lessons from the Flood of 2013

Extreme Weather and Climate Change: the big picture Alan K. Betts Atmospheric Research Pittsford, VT NESC, Saratoga, NY

Chiang Rai Province CC Threat overview AAS1109 Mekong ARCC

What is the IPCC? Intergovernmental Panel on Climate Change

Impacts of climate change on flooding in the river Meuse

Canadian Prairie Snow Cover Variability

Extremes Events in Climate Change Projections Jana Sillmann

Climate Dataset: Aitik Closure Project. November 28 th & 29 th, 2018

Activity 2.2: Recognizing Change (Observation vs. Inference)

Global Climate Change and the Implications for Oklahoma. Gary McManus Associate State Climatologist Oklahoma Climatological Survey

The known requirements for Arctic climate services

ECMWF. ECMWF Land Surface Analysis: Current status and developments. P. de Rosnay M. Drusch, K. Scipal, D. Vasiljevic G. Balsamo, J.

Annex I to Target Area Assessments

Jennifer Jacobs, Bryan Carignan, and Carrie Vuyovich. Environmental Research Group University of New Hampshire

Extremes of Weather and the Latest Climate Change Science. Prof. Richard Allan, Department of Meteorology University of Reading

Water Stress, Droughts under Changing Climate

Studying snow cover in European Russia with the use of remote sensing methods

Changing Hydrology under a Changing Climate for a Coastal Plain Watershed

Southern New England s Changing Climate. Raymond S. Bradley and Liang Ning Northeast Climate Science Center University of Massachusetts, Amherst

Historical and Projected Future Climatic Trends in the Great Lakes Region

IAP Dynamical Seasonal Prediction System and its applications

(1) Arctic Sea Ice Predictability,

Manitoba s Future Climate

Extreme Rainfall in the Southeast U.S.

CLIMATE RESILIENCE FOR ALBERTA MUNICIPALITIES CLIMATE PROJECTIONS NORTHERN ALBERTA. Dr. Mel Reasoner Reasoner Environmental Consulting

Montana Drought & Climate

Climate Modeling Research & Applications in Wales. John Houghton. C 3 W conference, Aberystwyth

Validation of satellite derived snow cover data records with surface networks and m ulti-dataset inter-comparisons

A perturbed physics ensemble climate modeling. requirements of energy and water cycle. Yong Hu and Bruce Wielicki

Remote Sensing of SWE in Canada

Souris River Basin Spring Runoff Outlook As of March 15, 2018

Water information system advances American River basin. Roger Bales, Martha Conklin, Steve Glaser, Bob Rice & collaborators UC: SNRI & CITRIS

Preliminary Runoff Outlook February 2018

Land Surface: Snow Emanuel Dutra

CLIMATE READY BOSTON. Climate Projections Consensus ADAPTED FROM THE BOSTON RESEARCH ADVISORY GROUP REPORT MAY 2016

The Hydrologic Cycle

Direction and range of change expected in the future

Land data assimilation in the NASA GEOS-5 system: Status and challenges

Which Climate Model is Best?

Flood Risk Assessment

Update on Climate Science. Professor Richard Betts, Met Office

Land Data Assimilation at NCEP NLDAS Project Overview, ECMWF HEPEX 2004

Mapping the extent of temperature-sensitive snowcover and the relative frequency of warm winters in the western US

Product Delivery Report for K&C Phase 2. Kyle McDonald Jet Propulsion Lab California Institute of Technology

Chapter outline. Reference 12/13/2016

Possible Applications of Deep Neural Networks in Climate and Weather. David M. Hall Assistant Research Professor Dept. Computer Science, CU Boulder

Understanding Weather and Climate Risk. Matthew Perry Sharing an Uncertain World Conference The Geological Society, 13 July 2017

Climate Change in Colorado: Recent Trends, Future Projections and Impacts An Update to the Executive Summary of the 2014 Report

Global Climate Change and the Implications for Oklahoma. Gary McManus Associate State Climatologist Oklahoma Climatological Survey

Validating a Satellite Microwave Remote Sensing Based Global Record of Daily Landscape Freeze- Thaw Dynamics

2015: A YEAR IN REVIEW F.S. ANSLOW

Meteorological Satellite Image Interpretations, Part III. Acknowledgement: Dr. S. Kidder at Colorado State Univ.

P6.13 GLOBAL AND MONTHLY DIURNAL PRECIPITATION STATISTICS BASED ON PASSIVE MICROWAVE OBSERVATIONS FROM AMSU

Ice sheet freshwater forcing

CLIMATE RESILIENCE FOR ALBERTA MUNICIPALITIES CLIMATE PROJECTIONS SOUTHERN ALBERTA. Dr. Mel Reasoner Reasoner Environmental Consulting

Future Climate Change

Ellen L. Mecray NOAA Regional Climate Services Director, Eastern Region Taunton, MA

Spectral Albedos. a: dry snow. b: wet new snow. c: melting old snow. a: cold MY ice. b: melting MY ice. d: frozen pond. c: melting FY white ice

May Global Warming: Recent Developments and the Outlook for the Pacific Northwest

Historical and Projected Future Climatic Trends in the Great Lakes Region

Oregon Water Conditions Report May 1, 2017

CLIMATE CHANGE DATA PROJECTIONS FOR ONTARIO AND THE GREAT LAKES BASIN

Souris River Basin Spring Runoff Outlook As of March 1, 2019

Don t like the weather? Wait ten minutes. has been a phrase used by many in the Great

2015 Fall Conditions Report

Malawi. General Climate. UNDP Climate Change Country Profiles. C. McSweeney 1, M. New 1,2 and G. Lizcano 1

Observed changes in climate and their effects

Global Warming and Its Implications for the Pacific Northwest

A Report on a Statistical Model to Forecast Seasonal Inflows to Cowichan Lake

Minnesota s Changing Climate: Winter Impacts

Observed State of the Global Climate

NSF Expeditions in Computing. Understanding Climate Change: A Data Driven Approach. Vipin Kumar University of Minnesota

Global Ocean Heat Content (0-700m) Other signs of (global) warming. Global Sea Level Rise. Change in upper ocean temperature ( )

Will a warmer world change Queensland s rainfall?

ECMWF. ECMWF Land Surface modelling and land surface analysis. P. de Rosnay G. Balsamo S. Boussetta, J. Munoz Sabater D.

Seasonal and Spatial Patterns of Rainfall Trends on the Canadian Prairie

Extreme, transient Moisture Transport in the high-latitude North Atlantic sector and Impacts on Sea-ice concentration:

GCOM-W1 now on the A-Train

Assimilation of satellite derived soil moisture for weather forecasting

Weather and Climate Summary and Forecast Winter

NIDIS Intermountain West Drought Early Warning System March 26, 2019

Transcription:

CLIMATE CHANGE AND REGIONAL HYDROLOGY ACROSS THE NORTHEAST US: Evidence of Changes, Model Projections, and Remote Sensing Approaches Michael A. Rawlins Dept of Geosciences University of Massachusetts

OUTLINE Global Climate Change Past and Future Changes to Hydrological Quantities Across the Northeast US Available Remote Sensing Tools 2

Freshwater Cycle Intensification in the Arctic System Rawlins et al., Journal of Climate, 2010 Intensification = Increased freshwater (FW) fluxes between atmosphere, land and ocean Atmosphere Precipitation (P) 0.2-0.8 mm/yr2 increasing Land Both observations and models were used to examine whether intensification is occurring in response to planetary warming Evapotranspiration (ET) 0.1-0.4 mm/yr2 increasing Rivers 0.2-0.4 mm/yr2 increasing P - ET No Trend Sea Ice + Ocean Sea Ice Export No Trend Global climate models show more significant trends (lower inter-annual variance) than observations Intrinsic variability in relatively short times series of observations tends to limit confidence in trend robustness Ocean Fluxes No Trend FW fluxes between atmosphere and land, and river discharge, show clear, positive trends over the last several decades. Sea ice and ocean fluxes do not exhibit any clear trends through 2009, but we expect intensification with further warming. 3

Discharge to the Arctic Ocean from the 6 largest Eurasian rivers has increased since the 1930s... Increased snowfall has been identified as primary snow driver for this trend fall snow depth swe Peterson et al., 2002, Science Rawlins et al., 2009, JGR 4

5

6

7

Key dates: 1.James Watt s invention of the steam piston engine in 1784 8

Key dates: 1.James Watt s invention of the steam piston engine in 1784 2. Karl Benz and Gustav Daimler s introduction of the first petroldriven internal combustion engines in 1886 9

Key dates: 1.James Watt s invention of the steam piston engine in 1784 393 2. Karl Benz and Gustav Daimler s introduction of the first petroldriven internal combustion engines in 1886 Source: Raynaud et al., 2003 10

11

12

Even under best case (B1) scenario, we will likely reach twice pre-industrial levels (around 550 ppm) by 2100. To keep CO2 concentrations below this level, emissions must peak by 2040 and then decline. 8.5 billion metric tons in 2007 13

14

Precipitation increases very likely in high latitudes Decreases likely in most subtropical land regions 15

% Change in Annual Extreme Precipitation for scenario A1B (maximum precipitation in a 5-day period within a year): (2071-2100)-(1961-90) Source: Max-Planck Institute for Meteorology, Hamburg 16

15 model average for scenario A2 Source: U.S. GCRP, 2009 17

18

19

Trends in heavy precipitation amounts 1951-2005 very wet days extremely wet days Source: Brown et al., 2009 20

Changes in heavy precipitation across the Northeast 1926-50 1951-75 Number of days with precipitation >10 mm day-1 1976-2000 % of annual total precipitation from events exceeding the 1961 90 95th percentile Source: Griffiths & Bradley, 2007 21

Soggy Spring 2011 Across The Northeast 23 of the 35 first order stations in the Northeast are currently ranked in the top ten wettest Mar 1 - May 19 on record. Five have already surpassed their March through May record rainfall amounts. 22

Magnitude and direction of changes in winterspring streamflow center of volume dates*, 1953 2002. r ie l r Ea *The CV date is the date, from the start of the year or season, by which half or more of the volume flows by a gaging station. Source: Hodgkins & Dudley, 2006 23

Magnitude and direction of changes in runoff: 1953-2002 MARCH runoff H er h g i MAY runoff w o L er Source: Hodgkins & Dudley, 2006 24

Temperature and Precipitation Changes Source: Hayhoe et al., 2006 25

Number of snowcovered days per month for winter (DJF) Source: Hayhoe et al., 2006 26

Source: Union of Concerned Scientists 2007 27

Projections of timing of snowmelt-driven high spring flow, (shifts in the center of volume precipitation) 2 models, 2 scenarios Source: Hayhoe et al., 2006 28

29

30

Rawlins et al. in prep 31

Rawlins et al. in prep 32

Relative change in precipitation (P) for each season from a six GCM_RCM mean. For annual P increases range from around 2-8%. The regional mean is ~5%. Larger increases are found across northwest New England. Rawlins et al. in prep 33

Relative change in snow depth - model mean of three RCMs. Rawlins et al. in prep 34

Soil Moisture Active Passive (SMAP) SMAP is one of the four first-tier missions recommended by the NRC Earth Science Decadal Survey Report Primary Science Objectives: SMAP mission: Global, high-resolution mapping of soil moisture and its freeze/thaw state to: Link terrestrial water, energy and carbon cycle processes Estimate global water and energy fluxes at the land surface Quantify net carbon flux in boreal landscapes - launch: March 2013 - L-band radar, L-band radiometer - 1000-km wide swatth; 30/40 km footprints - Soil moisture resolution 10 km, 1-3 km for freeze/thaw Extend weather and climate forecast skill Develop improved flood and drought prediction capability 35

Developing a Global Data Record for Landscape Freeze/Thaw Status Daily FT Dynamics (AMSR-E AM/PM 36V GHz, 2004) Apr 10 Goal: 1) Build a global, long-term (30+ yr) record of daily landscape freeze-thaw state dynamics with well quantified accuracy for climate change studies; 2) Inform development of similar algorithms & products under NASA SMAP mission. Methods: Temporal change classification of ensemble satellite active & passive microwave remote sensing series; accuracy assessment and uncertainty analysis using global in situ station networks and ancillary geospatial data. Oct 27 Global Mean Annual Non-Frozen Period,1979-2009 Dec 26 2004 Non-Frozen Period (AMSR-E 36V GHz) Courtesy John Kimball U. Montana, NTSG 36

Wetland map produced from Synthetic Aperture Radar (SAR) aboard the Japanese Earth Resources Satellite 1 (JERS-1). Whitcomb et al., Can. J. of Rem. Sensing, 2009 37

Snow Cover Extent and Anomaly Visible Satellite Data From Global Snow Lab Rutgers University 38

Summary Global warming is related to the build-up of greenhouse gases, mainly from the combustion of fossil fuel Changes in climate involve more than just temperature In New England, more extreme precipitation is expected (& has been observed) Snowfall will decline & area of snow-covered ground will be far less Peak runoff will be earlier summer droughts may be more common Higher temperatures will be experienced, with more extremely warm days Remote sensing tools available for regional monitoring 39

UNIVERSITY OF MASSACHUSETTS AMHERST www.geo.umass.edu/climate