Best Management Practices- A Decision Making Framework Presented by: Dharmendra Saraswat Co-Authors: Naresh Pai and Mike Daniels ANRC.

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Presentation transcript:

Best Management Practices- A Decision Making Framework Presented by: Dharmendra Saraswat Co-Authors: Naresh Pai and Mike Daniels ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service

BACKGROUND Cooperative Extension Service  Choice of BMPs is tied to a variety of factors (land use, soil type, slope, proximity to stream, etc.)  E 2 based BMP selection and placement is usually practiced  Number of fields and choice of BMPs are always very large  Optimal combination of BMPs that meet E 2 criteria is a challenge from planning perspective  10 producers, 4 BMPs >1 million evaluations 1 ANRC 2011 NPS Project Review Meeting, Sept After Maringanti et al., 2008

Cooperative Extension Service  8-digit priority watershed  (d) list  Sources of impairment  ditching/channelization  Silt loads from row crops  Area under row crops (70%)  Reducing source loads through BMPs (Source: Center for Advanced Spatial Technologies (CAST), 2006) L’ ANGUILLE R IVER W ATERSHED ANRC 2011 NPS Project Review Meeting, Sept. 22

BMP D ATABASE  Inventory existing BMP practices in L’Anguille  Sources: 1.Arkansaswater.org (319 document database) 2.BMP demonstration reports 3.NRCS 4.Conservation districts 5.Ducks Unlimited 6.Academic literature ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service

BMP D ATABASE ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service B Cover Crop Vegetative Filter Strips Nutrient Mgt Plans Conservation / No Till Water Control Structure Grade Stabilization Riparian planting  Cost information from NRCS eFOTG guide on $/acre basis

BMP D ATABASE ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service

SWAT BMP R EPRESENTATION Hydrological Response Units 12-digit sub- watershed Watershed SWAT Watershed Division Crop Growth Filter Strips Nutrient Mgt. Plan Cover Crop No Till 33 BMP Combinations ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service Land-uses Precipitation Topography Soil

BMP SCENARIOS Cooperative Extension Service BMP#RiceBMP#SoybeanBMP#Cotton 1 with NMP 1 4 with NMP19 with NMP 2 with cover crop5 with no-till20 with no-till 3 with NMP and cover crop6 with VFSRatio 1021 with VFSRatio 10 7 with VFSRatio 3022 with VFSRatio 30 8 with VFSRatio 6023 with VFSRatio 60 9 with NMP and no-till24 with NMP and no-till 10 with NMP, and VFSRatio 1025 with NMP, and VFSRatio with NMP, and VFSRatio 3026 with NMP, and VFSRatio with NMP, and VFSRatio 6027 with NMP, and VFSRatio with no-till and VFSRatio 1028 with no-till and VFSRatio with no-till and VFSRatio 3029 with no-till and VFSRatio with no-till and VFSRatio 6030 with no-till and VFSRatio with NMP, no-till, and VFSRatio with NMP, no-till, and VFSRatio with NMP, no-till, and VFSRatio with NMP, no-till, and VFSRatio with NMP, no-till, and VFSRatio with NMP, no-till, and VFSRatio 60 Each scenario was run for a period of 23 years (1986 – 2008) at an annual time stamp. ANRC 2011 NPS Project Review Meeting, Sept. 22

BMP E FFECTIVENESS ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service

W HY O PTIMIZE S PATIALLY ? ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service  Non-uniform pollutant contribution

O PTIMIZATION ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service  Computational challenge  33 BMP combination possibilities  833 HRUs  23-year model run; daily basis  Minimize cost Vs. maximize BMP efficiency  Artificial intelligence techniques on AHPCC used to reduce computations load 1  Identify optimal locations for placing BMPs 1 Maringanti et al. (2009)

S EDIMENT O PTIMIZATION ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service

P HOSPHORUS O PTIMIZATION ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service

N ITROGEN O PTIMIZATION ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service

S UMMARY ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service  BMP database for LRW developed  33 BMP scenarios evaluated over 23 year period  Spatially optimized for maximum WQ benefits at least cost using AI techniques  Multiple BMP combination was more effective compared to single BMP  This approach could be extended to other watersheds in the state

A CKNOWLEDGEMENTS ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service

Q UESTIONS /S UGGESTIONS Contact: Dharmendra Saraswat Phone: ANRC 2011 NPS Project Review Meeting, Sept. 22 Cooperative Extension Service