Institute for Ag Professionals

Similar documents
Distracted Driving- A Review of Relevant Research and Latest Findings

Telecommunications and Internet Access By Schools & School Districts

A New Method of Using Polytomous Independent Variables with Many Levels for the Binary Outcome of Big Data Analysis

CostQuest Associates, Inc.

DEPARTMENT OF HOUSING AND URBAN DEVELOPMENT. [Docket No. FR-6090-N-01]

Presented on July 24, 2018

Figure 1 Map of US Coast Guard Districts... 2 Figure 2 CGD Zip File Size... 3 Figure 3 NOAA Zip File Size By State...

State IT in Tough Times: Strategies and Trends for Cost Control and Efficiency

2013 Product Catalog. Quality, affordable tax preparation solutions for professionals Preparer s 1040 Bundle... $579

Panelists. Patrick Michael. Darryl M. Bloodworth. Michael J. Zylstra. James C. Green

Silicosis Prevalence Among Medicare Beneficiaries,

B.2 Measures of Central Tendency and Dispersion

MAKING MONEY FROM YOUR UN-USED CALLS. Connecting People Already on the Phone with Political Polls and Research Surveys. Scott Richards CEO

Name: Business Name: Business Address: Street Address. Business Address: City ST Zip Code. Home Address: Street Address

Ocean Express Procedure: Quote and Bind Renewal Cargo

AASHTO s National Transportation Product Evaluation Program

Steve Stark Sales Executive Newcastle

Global Forum 2007 Venice

Expanding Transmission Capacity: Options and Implications. What role does renewable energy play in driving transmission expansion?

State HIE Strategic and Operational Plan Emerging Models. February 16, 2011

The Lincoln National Life Insurance Company Universal Life Portfolio

2018 NSP Student Leader Contact Form

IT Modernization in State Government Drivers, Challenges and Successes. Bo Reese State Chief Information Officer, Oklahoma NASCIO President

Fall 2007, Final Exam, Data Structures and Algorithms

ACCESS PROCESS FOR CENTRAL OFFICE ACCESS

Department of Business and Information Technology College of Applied Science and Technology The University of Akron

NSA s Centers of Academic Excellence in Cyber Security

What Did You Learn? Key Terms. Key Concepts. 68 Chapter P Prerequisites

Includes all of the following a value of over $695:

Charter EZPort User Guide

Accommodating Broadband Infrastructure on Highway Rights-of-Way. Broadband Technology Opportunities Program (BTOP)

THE LINEAR PROBABILITY MODEL: USING LEAST SQUARES TO ESTIMATE A REGRESSION EQUATION WITH A DICHOTOMOUS DEPENDENT VARIABLE

CSE 781 Data Base Management Systems, Summer 09 ORACLE PROJECT

Amy Schick NHTSA, Occupant Protection Division April 7, 2011

Moonv6 Update NANOG 34

Tina Ladabouche. GenCyber Program Manager

The Outlook for U.S. Manufacturing

Medium voltage Marketing contacts

Post Graduation Survey Results 2015 College of Engineering Information Networking Institute INFORMATION NETWORKING Master of Science

Best Practices in Rapid Deployment of PI Infrastructure and Integration with OEM Supplied SCADA Systems

DSC 201: Data Analysis & Visualization

2018 Supply Cheat Sheet MA/PDP/MAPD

MERGING DATAFRAMES WITH PANDAS. Appending & concatenating Series

Team Members. When viewing this job aid electronically, click within the Contents to advance to desired page. Introduction... 2

Sideseadmed (IRT0040) loeng 4/2012. Avo

Jurisdictional Guidelines for Accepting a UCC Record Presented for Filing 2010 Amendments & the 2011 IACA Forms

Panasonic Certification Training January 21-25, 2019

Contact Center Compliance Webinar Bringing you the ANSWERS you need about compliance in your call center.

CIS 467/602-01: Data Visualization

Appriss Health Information Solutions. NARxCheck/Gateway Overview June 2016 Provided by Clay Rogers

2015 DISTRACTED DRIVING ENFORCEMENT APRIL 10-15, 2015

Prizm. manufactured by. White s Electronics, Inc Pleasant Valley Road Sweet Home, OR USA. Visit our site on the World Wide Web

Oklahoma Economic Outlook 2015

Homework Assignment #5

Geographic Accuracy of Cell Phone RDD Sample Selected by Area Code versus Wire Center

Presentation Outline. Effective Survey Sampling of Rare Subgroups Probability-Based Sampling Using Split-Frames with Listed Households

Touch Input. CSE 510 Christian Holz Microsoft Research February 11, 2016

A Capabilities Presentation

MSU Weed Science Research Program Weed control and crop tolerance with Sequence in RR beets

Strengthening connections today, while building for tomorrow. Wireless broadband, small cells and 5G

GATS Subscriber Group Meeting Conference Call. May 23, 2013

Presentation to NANC. January 22, 2003

On All Forms. Financing Statement (Form UCC1) Statutory, MARS or Other Regulatory Authority to Deviate

Frequently Asked Questions about MMP

2010 Tax Year Media Guide

Non-Revenue Water Management as Effective Utility Management. Steve Cavanaugh, P.E.

Unit 9, Lesson 1: What Influences Temperature?

DESCRIPTION OF GLOBAL PLANS

Advancing Energy Storage in the States: What s Your 2020 Vision? Nitzan Goldberger State Policy Director April 10, 2019

Today s Lecture. Factors & Sampling. Quick Review of Last Week s Computational Concepts. Numbers we Understand. 1. A little bit about Factors

Development and Maintenance of the Electronic Reference Library

Sirrus. Copyright 2013 SST Software All Rights Reserved

Ornamental Horticulture Program Research Report Form

PulseNet Updates: Transitioning to WGS for Reference Testing and Surveillance

How to Make an Impressive Map of the United States with SAS/Graph for Beginners Sharon Avrunin-Becker, Westat, Rockville, MD

VitalSigns Company List

DTFH61-13-C Addressing Challenges for Automation in Highway Construction

Professional Preparer s 2009

CMPE 180A Data Structures and Algorithms in C++ Spring 2018

Real World Algorithms: A Beginners Guide Errata to the First Printing

Making Science Graphs and Interpreting Data

Paralleling Topologies and Uptime Institute Tier Ratings

Selling Compellent Hardware: Controllers, Drives, Switches and HBAs Chad Thibodeau

Awards Made for Solicitation

Freight Industry Outlook

AUTHOR SUBMITTED MANUSCRIPT ERL R2. A Appendix for Online Supplement

Elevation Data Acquisition Update

Data Visualization (CIS/DSC 468)

WINDSTREAM CARRIER ETHERNET: E-NNI Guide & ICB Processes

COMMON RAGWEED CONTROL IN ROUNDUP READY SUGARBEET, MAYVILLE, NORTH DAKOTA

Data Mining on Agriculture Data using Neural Networks

STATE DATA BREACH NOTIFICATION LAWS OVERVIEW OF REQUIREMENTS FOR RESPONDING TO A DATA BREACH UPDATED JUNE 2017

Maryland Corn: Historical Basis and Price Information Fact Sheet 495

Energy Engineering: Tools and Trends

NATIONAL TURFGRASS EVALUATION PROGRAM

Installation Instructions

NATIONAL TURFGRASS EVALUATION PROGRAM

Configuration Principles with Object Dependencies

STATUS OF ENERGY EFFICIENCY IN THE MIDWEST

Section 4 General Factorial Tutorials

Transcription:

Institute for Ag Professionals Proceedings 2016 Crop Pest Management Short Course & Minnesota Crop Production Retailers Association Trade Show http://www.extension.umn.edu/agriculture/ag-professionals/ Do not reproduce or redistribute without the written consent of author(s).

Are you getting the most out of your beans? A maturity group update Seth Naeve Extension Soybean Agronomist University of Minnesota

Outline Planting date effects on soybean yield Maturity group (MG) selection for soybean Planting date x maturity interactions Soybean seed treatments

Planting date Is planting date really that important in soybean? What is the yield penalty for late planted soybean?

DeBruin and Pedersen, 2008 Mean 1.0 bu/a/wk 2.0 bu/a/wk 6.0 bu/a/wk

Egli and Cornelius, 2009

~1% per day

Planting Date summary April planting may provide some upside, but comes with additional downside risk. Early (1 st week of May) provides the greatest chance of maximum yields Yield penalties for delays through May are small Culminate in a 10% (~6 bu.) penalty for June 1 planting Delays past June 1 are costly (~1% per day). July 1 planting should give a 60% yield

Soybean Maturity Groups Scott and Aldrich (1970) codified the modern soybean MG system with 10 MGs from 00 to VIII 13 MG are now recognized Both temperature and photoperiod affect soybean s reproduction and development But, because early development is more heavily driven by photoperiod, latitude is a larger diver of zones of adaptation than temp.

Scott and Aldrich, 1970

Modifications of Optimum Adaptation Zones for Soybean Maturity Groups in the USA Zhang et. al. 2007

139 locations 1998-2003 Region Latitude Planting period States included North > 46 5/15 6/25 ND, MN (n) North-central 46-42 5/05 6/20 SD, MN (s), IA (n), WI, MI, NE (n), NY Central 42-38 4/25 6/15 OK, IA (s), NE (s), IL, KS (n), MO(n), OH, IN, PA, WA, VA (n), NJ, DE, MD South-central 38-34 4/15 6/10 KS (s), MO (s), KY, AK (n), TN, MS (n), AL (n), GA (n), NC, SC (n) South 34-30 4/05 6/05 AK (s), LA, MS (c, s), AL (c, s), GA (c, s), SC (s), TX

But Both Climate AND Varieties are changing over time

Climate induced reduction in U.S.-wide soybean yields underpinned by regionand in-season-specific responses Mourtzinis, et al, 2015

Rountree et al, 2014

Delineating Optimal Soybean Maturity Groups Across the United States Mourtzinis, Gaska, and Conley - 2017 310 sites in 27 states ~203,500 location*mg combinations

Planting Date and Maturity Group Selection Maturity group selection: Location Planting Date Harvest logistics (manure or other crops) maximizing solar radiation interception High yields Are we utilizing proper MG s as we plant earlier? Adverse spring weather conditions may require replanting. Replant decisions are outdated and mainly based upon experience, not science Increased interest in cover crops. What are the yield and economic penalties associated with delayed soybean planting.

2014-16 Study Description Environments: Arlington, WI Hancock, WI *Irrigated St. Paul, MN Spooner, WI RCBD in a split-plot arrangement with 4 reps Whole Plot: Planting Date Sub-Plot: Variety (MG)

Planting Dates Actual date of planting for each environment (year x location) in 2014, 2015, and 2016 Arlington, WI Hancock, WI St. Paul, MN Spooner, WI Planting Date 2014 2015 2016 2014 2015 2016 2014 2015 2016 2014 2015 2016 1 2 3 06- May 30-Apr 03- May 21-18- 20- May May May 30-31- 01-Jun May May 05- May 27- May 01- May 20- May 02- May 20- May 05-Jun 01-Jun 02-Jun 07- May 30-Apr 04- May 23-20- 19- May May May 04-Jun 12-Jun 01-Jun 10- May 06- May 06- May 21-20- 20- May May May 30- May 01-Jun 31- May 4 11-Jun 10-Jun 09-Jun 18-Jun 10-Jun 10-Jun 25-Jun 29-Jun 20-Jun 10-Jun 10-Jun 10-Jun 5 26-Jun 19-Jun 20-Jun 25-Jun 19-Jun 20-Jun 10-Jul 09-Jul 01-Jul 20-Jun 19-Jun 20-Jun

List of varieties planted within each planting date at the three different locations. Location Arlington Hancock St Paul Spooner Planting Date Variety MG 1 2 3 4 5 1 2 3 4 5 P25T51R 2.5 + + - - - - - - - - P24T05R 2.4 + + - - - - - - - - P22T69R 2.2 + + + + - - - - - - P19T01R 1.9 + + + + - - - - - - P16T04R 1.6 + + + + + + + - - - P15T83R 1.5 + + + + + + + - - - P10T91R 1.0 - - + + + + + + + - P10T02R 1.0 - - + + + + + + + - P06T28R 0.6 - - - - + + + + + + P05T24R 0.5 - - - - + + + + + + P01T06R 0.1 - - - - - - - + + + 90Y02 0.0 - - - - - - - + + + P002T04R 00.2 - - - - - - - - - + 900Y71 00.7 - - - - - - - - - + A positive symbol means that variety was planted within that planting date.

Planting Date effect on Yield Yield (bu/a) 80 70 60 50 40 ARL 2014 (circle) ARL 2015 (square) ARL 2016 (diamond) HAN 2014 (circle) HAN 2015 (square) HAN 2016 (diamond) STP 2015 (square) STP 2016 (diamond) SPO 2014 (circle) SPO 2015 (square) SPO 2016 (diamond) 30 20 120 140 160 180 Day of the Year May 1 = 122 June 1 = 153 July 1 = 183

MG Selection Table 4. P-value for MG effect on yield within each location by planting date combination for 2014, 2015, and 2016. Planting Date Arlington Hancock St. Paul Spooner P > F 1 0.070 (2.5) 0.008 (2.5) 0.159 (2.5) 0.268 (1.5) 2 0.0001 (2.5) 0.002 (2.5) 0.326 (2.0) 0.628 (1.5) 3 0.002 (2.0) 0.001 (2.0) 0.417 (2.0) 0.890 (1.0) 4 0.430 (2.0) 0.015 (2.0) 0.429 (2.0) 0.555 (0.5) 5 0.876 (1.5) 0.647 (1.5) 0.335 (1.0) 0.044 (0.5) Numerically highest yield MG within each location by planting date combination is displayed within parenthesis ().

1.1 Planting Date By Maturity (only common varieties) May 1 June 1 July 1 1.0 Relative Yield 0.9 0.8 0.7 0.6 0.5 '14 ARL '14 HAN '14 SPO '14 STP '15 ARL '15 HAN '15 SPO '15 STP '16 ARL '16 HAN '16 SPO '16 STP 0.4 0.3 120 140 160 180 Day of Year

1.1 Planting Date By Maturity (all) May 1 June 1 July 1 1.0 Relative Yield 0.9 0.8 0.7 0.6 0.5 '14 ARL '14 HAN '14 SPO '14 STP '15 ARL '15 HAN '15 SPO '15 STP '16 ARL '16 HAN '16 SPO '16 STP 0.4 0.3 120 140 160 180 Day of Year

1.1 Planting Date By Maturity (longest MG @ ea. date) May 1 June 1 July 1 1.0 Relative Yield 0.9 0.8 0.7 0.6 0.5 '14 ARL '14 HAN '14 SPO '14 STP '15 ARL '15 HAN '15 SPO '15 STP '16 ARL '16 HAN '16 SPO '16 STP 0.4 0.3 120 140 160 180 Day of Year

1.1 Planting Date By Maturity (only common varieties) May 1 June 1 July 1 1.0 Relative Yield 0.9 0.8 0.7 0.6 0.5 '14 ARL '14 HAN '14 SPO '14 STP '15 ARL '15 HAN '15 SPO '15 STP '16 ARL '16 HAN '16 SPO '16 STP 0.4 0.3 86% 82% 61% 120 140 160 180 Day of Year

1.1 Planting Date By Maturity (all) May 1 June 1 July 1 1.0 Relative Yield 0.9 0.8 0.7 0.6 0.5 '14 ARL '14 HAN '14 SPO '14 STP '15 ARL '15 HAN '15 SPO '15 STP '16 ARL '16 HAN '16 SPO '16 STP 0.4 0.3 94% 83% 61% 120 140 160 180 Day of Year

1.1 Planting Date By Maturity (longest MG @ ea. date) May 1 June 1 July 1 1.0 Relative Yield 0.9 0.8 0.7 0.6 0.5 '14 ARL '14 HAN '14 SPO '14 STP '15 ARL '15 HAN '15 SPO '15 STP '16 ARL '16 HAN '16 SPO '16 STP 0.4 0.3 98% 87% 58% 120 140 160 180 Day of Year

Planting Date x Maturity - summary Planting date is a MUCH larger effector of yield than MG But, one MG does not fit all Although (because) MG s selected were somewhat conservative, the longest MG tended to yield best at all planting dates Early planting dates benefitted more by long maturities than late did with short MG s -or- Benefits of early planting are only likely to be evident when paired with long MG varieties

Planting Date x Maturity - summary When should a farmer switch MG with delayed planting or replanting? It all depends on the starting point If farmers are conservative with their original MG choice they can hold until well into June (then decrease by 0.5 MG units) Famers who choose very long season lines initially, can pull back by late May, then again in mid-june But in the real world, harvest timing tends to trump yield potential.

Seed Treatments for Minnesota Soybeans Shawn Conley in WI, has found a 70% chance of a positive ROI for using CuiserMaxx on soybeans at $9 grain price.

Gaspar, Conley and Mitchell, 2014

Seed Treatments for Minnesota Soybeans Our Kitchen Sink

North Minnesota, Wisconsin, Michigan SOYA - Foliar Fung - Inect SOYA - Foliar Fung SOYA - Nitrogen SOYA + Cobra SOYA Nitrogen Foliar F+I Foliar Insecticide Foliar Fungicide Cobra Foliar Fertilizer Fung + Inect + Bio ST Fung. + Insect. ST Fung ST Bio-Forge UTC 61.2 63.6 Red bars indicate statistically greater than UTC at p 0.05 65.1 68.5 54 59 64 69 74

2016 Research 14 Sites South Lamberton, Westbrook, Waseca, Fairfax Central Becker, Morris, Rosemount North Moorhead, Gary, Callaway, Downer, Shelly Far North Crookston, Roseau

2016 Research 10 treatments Untreated control ApronMaxx CruiserMaxx + Vibrance Clariva Complete Clariva Complete + Mertec Clariva (alone) EvergolEnergy (EE) EE + Poncho VOTiVO EE + Poncho VOTiVO + ILeVO ILeVO (alone)

South - Lamberton, Westbrook, Waseca, Fairfax 70 65 60 55 50

Central - Becker, Morris, Rosemount 70 65 60 55 50

North Moorhead, Gary, Callaway, Downer, Shelly, 70 65 60 55 50

Far North Roseau, Crookston 70 68 66 64 62 60 58 56 54 52 50

2016 14 Minnesota Locations 70 65 60 55 50

Seed treatment summary Any yield differences noted by site, region, or statewide were not supported by statistics Becker and Morris had large experimental errors (I will investigate further) Across 14 locations, none of the treatments yielded more than the untreated control

Thank you! Seth Naeve naeve002@umn.edu