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Water Research in the SECC
Puneet SrivastavaAuburn University
Recent Research Activities
Extension, Assessment, and Engagement Activities including those in support of NIDIS
SEWaterClimate.org
Weather
Climate ChangeWeek 1 Week 2 Week 3 Week 4 Seasonal-Interannual
Decadal
Funding provided by the RISA program is heavily leveraged by funding from other sources (NASA, NIDIS, NOAA-SARP, USDA, etc.)
The Global Ensemble Forecast System (GEFS) Improves Reference ET (ETo) Forecasts in the SE USA
• All forecast skill were generally positive for up to lead day 7 throughout the year, with higher skill in cooler months compared to warmer months.
Tian, D. and C.J. Martinez. 2014. Published in Journal of Hydrometeorology, 15(3): 1152-1165.
• Evaluated daily ETo forecasts using the GEFS reforecasts in the SE US and to incorporate the ETo forecasts into irrigation scheduling to explore the usefulness of the forecasts for water management.
• ETo was estimated using the Penman–Monteith equation, and ensemble forecasts were downscaled and bias corrected using a forecast analog approach.
Seasonal Prediction of Regional Reference Evapotranspiration Based on Climate Forecast System Version 2
• The CFSv2-based ETo forecasts showed higher predictability in cold seasons than in warm seasons.
Tian, D., C.J. Martinez, and W.D. Graham. 2014. Published in Journal of Hydrometeorology, 15(3): 1166-1188.
• The 12-km ETo forecasts were produced by downscaling coarse-scale ETo forecasts from the CFSv2 retrospective forecast archive and by downscaling CFSv2 maximum temperature (Tmax), minimum temperature (Tmin), mean temperature (Tmean), solar radiation (Rs), and wind speed (Wind) individually and calculating ETo using those downscaled variables.
MSESS BSS Below BSS Near BSS Above
BSS Below BSS Near BSS Above
LeadTime
• Improved Municipal Water Demand Forecasts for Tampa Bay Watero Tian, D., Martinez, C.J. and T. Asefa. Improving short-term urban water demand
forecasts using forecast analogs of the Global Ensemble Forecast System (GEFS). Submitted to Journal of Hydrology.
• Evaluation of the North American Multi-Model Ensemble (NMME) in the SE USAo Tian, D., Martinez, C.J., Graham, W.D., and S. Hwang. 2014. Statistical downscaling
of multi-model forecasts for seasonal precipitation and surface temperature over the southeastern USA. Journal of Climate, 27(22): 8384-8411.
• Probability of Exceedance Streamflow Forecasts for Tampa Bay Watero Risko, S.L. and C.J. Martinez. 2014. Forecasts of seasonal streamflow in west-
central Florida using multiple climate predictors. Journal of Hydrology, 519A: 1130-1140.
Martinez – Water Research
Forecast Streamflows in the Apalachicola-Chattahoochee-Flint (ACF) River Basin using Ensemble Streamflow Predictions
Ensemble Streamflow Predictions (ESP) from the Southeast River Forecast Center (SERFC) in the basin is used to develop a streamflow forecasting tool
Evaluate approaches (e.g. analog, ENSO trend, combined analog) to streamflow forecasting A variety of stakeholders (boating groups, state regulatory agencies, dam operators, etc.)
are interested in streamflow forecasts.
P. Srivastava and G. Mirhosseini
ENSO Impacts on Groundwater Levels in the Lower Apalachicola-Chattahoochee-Flint River Basin
Objectives• Quantify the effect of ENSO-induced climate variability on
groundwater levels under different overburden conditions
• Quantify how pumping for irrigation exacerbates the effect of La Nina on groundwater levels, and
• Develop procedure for forecasting groundwater levels using ENSO forecasts.
Subhasis Mitra, Sarmistha Singh, and Puneet Srivastava
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Effects of Irrigation Pumpage During droughts on Groundwater Levels and Groundwater Budget Components
MODular Finite Element Model (MODFE)
MODFE is used to study the effects of irrigation on groundwater levels and groundwater budget components
INR BC S BC S BC S BC S BC S BC S BC S BC S BC S BC S BC S
Oct Nov Dec Jan Feb Mar Apr May June July Aug Sep
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2 2 5 5 4 4 9 9 1111 8 8 2 2 1 1 2 2 4 4 2 2 5 5
Irrigation USCU Aquifer Outcrop Streams Regional Flow Infiltration
Perc
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Upper Floridan Aquifer System
Climate variability impacts on low stream flows in the Apalachicola-Chattahoochee-Flint River Basin
Studying individual and coupled impacts of El Nino-Southern Oscillation (ENSO) North Atlantic Oscillation (NAO) Pacific Decadal Oscillation (PDO) Atlantic Multi-Decadal Oscillation (AMO)
Quantify the effect of groundwater pumpage on stream-aquifer flow and federally-protected species residing in the lower ACF river basin using the Modular Finite Element (MODFE) groundwater model
A B C D E F A B C D E F
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PDO
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What do climate projections say about future droughts in Alabama?
The objective of the study is to quantify how frequency, severity and spatial extent of droughts is expected to change in Alabama.
Climate projections are used from three GCMs: Hadley Centre Coupled Model Version 3 (HadCM3), Geophysical Fluid Dynamics Laboratory (GFDL) and Community Climate System Model (CCSM)
Standardized Precipitation Index (SPI) and Standardized Precipitation Evapotranspiration Index (SPEI) have been computed
Palmer’s Drought Severity Index (PDSI) and Self-calibrating Palmer’s Drought Severity Index (sc_PDSI) will be computed as well.
Nischal Mishra and Puneet Srivastava
Effect of Climate Change on Rainfall and Runoff Erosivity in the Southeast US
Erosivity Erosive force of precipitation events
(MJmm/h/ha/yr) Defined by how hard it rains (intensity)
and how much it rains (amount) Calculated using long term precipitation
data Used in the Revised Universal Soil Loss
Equation (RUSLE2) mathematical model Datasets Used
COAPS Land Atmosphere Regional Ensemble Climate Change Experiment for the South East US at 10 km (CLAREnCE10) for the current (1968-2000) and future climate (2038-2070). (Source: FSU)
Gridded observed precipitation data at 12km resolution from 1949-2010. (Source: Ed Mauer)
Station precipitation data (Source: NOAA)
Nafiul Islam and Puneet Srivastava
http://appliedsciences.nasa.gov/pdf/2012AnnualReport_508.pdf; http://gridssat.nsstc.uah.edu/
Daily assessment of water stress on corn - GriDSSAT
GriDSSAT uses NASA LIS data and satellite-derived insolation
Being used to inform state-level policy Reported in the NASA 2012 annual report Water stress on other crops (e.g., soybeans, cotton,
and peanuts) are being incorporated in GriDSSAT
Cameron Handyside, Richard McNider, and John Christy
Center Pivot Irrigation Inventory and Demand
Cameron Handyside, Richard McNider, and John Christy
As part of Alabama’s efforts to both promote irrigation AND protect our water resources; detailed information about water use (and location) is a must.
UAH’s Earth Systems Science Center (ESSC) embarked on a center pivot survey as part of a larger effort to identify where and how much water is being used in the state.
Center Pivot Irrigation Inventory and Demand
Cameron Handyside, Richard McNider, and John Christy
• 2013 Center pivot acreage results aggregated by county
• Center pivot acreage over time (2006, 2009, 2011 & 2013 data surveys)
Analysis Using Center Pivot Survey Data
Cameron Handyside, Richard McNider, and John Christy
• Center pivot irrigation demand based on 50-year crop model results
• Center pivot acreage as a percentage of total HUC-12 watershed acreage
Products & Tools
Web portals
Assessment & EvaluationNetworks
Fact Sheets, Presentations
SEWaterClimate.org
ENGAGEMENT
National Integrated Drought Information System (NIDIS)
Engagement and Assessment
…to increase the regional relevance and usability of climate and sea level rise models for water suppliers and resources managers in Florida
This work is partially funded under a grant from the Sectoral Applications Research Program (SARP) of the National Oceanic and Atmospheric Administration (NOAA) Climate Program Office.
Learning Network Actionable Science Building Community Shared Interests Building Identity Managing Diversity Sustainability
Rigorous Science User Perspective Varied Contexts Communicating
Science
Growing strong -3 years—10 workshops--25 participants–2 funded projects- proposals-papers-new knowledge-searchable website FloridaWCA.org
Partners6 Water Utilities4 Universities3 Water Mgt DistrictsLocal governmentsPublic
SEWaterClimate.org
Developed by NCSU
Displays present and past water conditions over different geographic areas
Displays stream flows, precipitation, groundwater
Includes radar estimates of rainfall over specified time periods
Data Display Tool
Developed by NCSU
Daily past evaporation data and historical monthly evaporation
Developed by NCSU
Radar-based Drought Monitoring
Using methods developed at Texas A&M, we’re building tools using NWS weather radar data to provide very local estimates of drought severity (~5km)
• Support for this effort is provided by USDA.
Data will be compared to field assessments to associate local impacts of drought with the radar-based indices of drought severity.
Seasonal Forecast Downscaling
Screenshots from Experimental Seasonal Precipitation Outlook Pageshttp://omega.meas.ncsu.edu/climate/SFXmap.php
Seasonal Precipitation Outlook
Continue to pursue applied research that help reduce climate risks for water stakeholders
Initiate research activities that utilize intra-seasonal (week 3 and week 4) forecasts being developed by the Climate Prediction Center
Conduct integrated regional assessment of climate change impacts on water resources
Continue to develop products, tools, information sheets, etc. to keep stakeholders informed and engaged; periodically conduct stakeholder assessment to identify needs
Fully develop and deploy SEWaterClimate.org Continue to assist with (and expand) NIDIS activities in the
Southeast
Future Directions