Comprehensive Watershed Modeling for 12- digit HUC Priority Watersheds – Phase II P RESENTED BY : N ARESH P AI PI: Dharmendra Saraswat Collaborator: Mike.

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Presentation transcript:

Comprehensive Watershed Modeling for 12- digit HUC Priority Watersheds – Phase II P RESENTED BY : N ARESH P AI PI: Dharmendra Saraswat Collaborator: Mike Daniels ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service

O BJECTIVE ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service Project Objective Prioritize 12-digit HUCs using SWAT model output

B ACKGROUND Phase I (2008 – 2010) SWAT Modeling Project 12-digit HUC Prioritization ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service

B ACKGROUND Phase II (2011 – 2013) SWAT Modeling Project 12-digit HUC Prioritization ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service

SWAT M ODEL N EW F EATURE SWAT2009: Integrates land-use changes during simulation ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service Headwater Poteau Urban (1.8%) Urban (6%) Bens Creek Urban (3.8%) Urban (13.7%) Cedar Creek Urban (8.3%) Urban (29.1%)

O VERALL P ROJECT A PPROACH Land-use/ management practices SWAT Topography Soils Temperature Precipitation Calibration/ Validation Calibration/ Validation Prioritization (Flow-weighted concentration) Prioritization (Flow-weighted concentration) PBIAS NSE R 2 RSR Point Sources ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service

SWAT M ODEL S ETUP : S PATIAL D ATA SWAT 2009 Boundary (12-digit HUC) Elevation (DEM-5 m) Soil Map (SSURGO) Landuse (92, 99, 01, 04, 06) Streams (NHD) Weather (NEXRAD, Gages) ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service

SWAT D ATA P ROCESSING ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service Elevation: Download DEM from Geostor Clip to watershed boundary

SWAT D ATA P ROCESSING ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service Land-use: LULC: 1992, 1999, 2001, 2004, 2006 Activate land-use update module

SWAT D ATA P ROCESSING ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service Soil: Download and clip SSURGO soil layer Update SWAT soil database

SWAT D ATA P ROCESSING ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service Weather: Precipitation: Aggregate NEXRAD to daily scale for each subwatershed Temperature: daily data from gages

SWAT D ATA P ROCESSING ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service User-defined subwatershed boundaries: Download certified 12-digit HUC boundaries and post-process to make it SWAT compatible Streams: Download NHD data and post-process to make it compatible with user-defined subwatershed boundaries

SWAT M ODEL S ETUP : T ABULAR D ATA SWAT 2009 Cropping practices for each county Point source discharge (ADEQ)  Crop rotation  Timing & frequency of tillage  Planting date  Harvesting date  Timing and rate of fertilizer application  Irrigation  Pesticides  Crop rotation  Timing & frequency of tillage  Planting date  Harvesting date  Timing and rate of fertilizer application  Irrigation  Pesticides Management Data ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service

SWAT D ATA P ROCESSING ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service Point Sources: Process ADEQ data into SWAT compatible format

W ATERSHED P ROFILE Poteau River Watershed Area: 556 sq. mi. Land-use: Forest (56%) Pasture (21%) Urban (3%) Elevation: 865 ft. (mean) Slope: 46% area under >8% slope Soil: 80% area under group C/D Precipitation: 40 inch (mean) ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service

W ATERSHED P ROFILE Strawberry River Watershed Area: 761 sq. mi. Land-use: Forest (58%) Pasture (33%) Urban (3%) Elevation: 574 ft. (mean) Slope: 39% area under >8% slope Soil: 60% area under group C/D Precipitation: 43 inch (mean) ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service

W ATERSHED P ROFILE Upper Saline Watershed Area: 1715 sq. mi. Land-use: Forest (79%) Pasture (10%) Urban (3%) Elevation: 390 ft. (mean) Slope: 26% area under >8% slope Soil: 70% area under group C/D Precipitation: 45 inch (mean) ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service

R EMAINING T ASKS ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service Sensitivity analysis Check potential model problems using SWAT Check* Annual calibration Monthly calibration/validation Qualitative comparison with AWRC data ( ) Uncertainty analysis Subwatershed prioritization *White et al., 2012

A CKNOWLEDGEMENTS ANRC 2012 NPS Project Review Meeting, Sept. 27 Cooperative Extension Service Mike White, Jeff Arnold, Nancy Sammons, USDA-ARS Raghavan Srinivasan, Texas A&M University