Spring 2020 (Student Evaluations, 2020) | ||||||||||||||||||||||||||||||||
Syllabus
FINAL Exam, Monday, May 4, 2020, 8 to 10 |
Date last updated: 01/07/2021 | |||||||||||||||||||||||||||||||
Class
Introduction
Steven Chu Georges Lemaitre (middle), Albert Einstein (right) FINAL Exam, Monday, May 4, 2020, 8-10am Lectures remaining, 18 OSU Calendar ASA Abstract OCP, Freeman Syllabus CLASS Projects that have published Carbon Cycles, SOIL 5813, 2018 Jeanie Borlaug Laube Women in Triticum (WIT) Early Career Award |
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Class Projects / Research Ideas Nutrient Management for Agronomic Crops (Nebraska) Hand Planter Project BOOK, Update 2015
1.
Organic Carbon
(Ranney
Paper, OC conversion)
Nutrient Content of Crops, USDA
(Can
Yield Goals be Predicted?) Published, Agronomy Journal
4.
Nitrogen Accumulation
Page (NUE.okstate.edu, 5. Amino Sugar N test (J. Bushong)
Appendix 8:
Phosphorus Solubility 502 Yield Differences over time 9. Nitrogen Fertilization Optimization Algorithm and the use of CV's
10. R.A. Olson, Soil Testing
(Commercial Labs versus University Labs)
Steven Chu NCR-rate recommendations, Bundy (no change in N Rates over time?) Variability in Optimum Nitrogen Rates for Maize (Dhital and Raun, 2016) Does the Bundy paper make sense? Catch UP (conclusions), Brixey 2006 CV less than 18, MaxYield obtained from mid-season N applications A. Algorithm Page (Sufficiency approach, leap of faith)
CV-RI
(excel file, sensitivity analysis, homework) SAS Programs Examples/homework (LAST week of class) ABSTRACT EXERCISE (see examples on NUE)
N DEMAND, ABSTRACT
SENSOR BASED ALGORITHMS, ABSTRACT What did The Check Plots Yield? (WORD DOCUMENT with SAS) In long-term experiments,
grain yields of the check plot (no N applied) can reveal added information
about the environment when studied alone.
The objective of this work was to
further evaluate check plot yields and how they changed over time.
Furthermore, changes in check plot
yields were expected to provide a better understanding of fertilizer N
response and yield potential.
Two long-term experiments, were targeted
for added analysis, Experiment 222 near Stillwater, OK, and Experiment
502, just west of Lahoma, OK.
Check plots had the same variability
over years as did the nitrogen (N) fertilized plots, with CV’s for both
near 30%.
Means and standard deviations
(Experiment 502) were 1.76 ±0.53 and 2.95±0.92 Mg/ha for check and N
fertilized plots, respectively.
World Phosphorus use Efficiency in Cereal Crops, ABSTRACT FINAL: World Phosphorus Use Efficiency in Cereal Crops ABSTRACT A current estimate of global phosphorus use efficiency (PUE) for cereal production is not available. The objectives of this paper were to estimate PUE for cereal crops grown in the world and to review methods for improvement. Phosphorus use efficiency was determined using world cereal harvested area, total grain production, and phosphorus (P) fertilizer consumption from 1961 to 2013, in addition to assumptions established from previous literature. World PUE of cereal crops was calculated using both balance and difference methods. Using the balance method, cereal grain P uptake is divided by the P fertilizer applied. Alternatively, the difference method accounts for P coming from the soil and that is subtracted from applied P. Utilized in this analysis is the estimate that cereal production accounts for 61% of the total harvested cropland. Cereal grain yields increased from 1.35 Mg ha-1 to 3.90 Mg ha-1 between 1961 and 2013. In 1961, the world’s fertilizer P consumption was 4,770,182 Mg and increased to 16,662,470 Mg of P fertilizer by 2013. This represents a 3.5x increase in P fertilizer consumption over 53 years. Phosphorus use efficiency estimated using the balance method was 77%. Using the difference method, PUE for cereal production in the world was estimated to be 16%. NEXT to Final: A current estimate of global phosphorus use efficiency for cereal production is not available. The objective of this paper was to estimate P use efficiency for cereal crops grown in the world today. Phosphorus use efficiency (PUE) was determined using world cereal harvested area, production, and P fertilizer consumption from 1961 to 2013, in addition to assumptions established from previous literature. World PUE of cereal crops was calculated as the amount of cereal grain P removed minus P in the grain coming from the soil and divided by the amount of P fertilizer applied. Utilized in this analysis was the value for cereal production, accounting for 47.9% to 61.3% of the total agricultural land. Cereal grain yields increased from 1.35 Mg ha-1 to 3.90 Mg ha-1 between 1961 and 2013. In 1961, the world’s fertilizer P consumption was 4,765,810 Mg and increased to 17,678,101 Mg of P fertilizer by 2013. This represents a 371% increase in P fertilizer consumption over 52 years. This study shows that world PUE of cereal crops are generally low, with considerable opportunity to promote improvements in the use of P fertilizers. Global PUE for cereal crops has ranged from 12 to 20% (1980 and 2008, respectively) with present estimates of 21 % in 2013.
Improving Nitrogen Use Efficiency for Cereal Production (1999)
Abstract
SBNRC-IOWA, Russ Linhardt (also,
2010, 2011 wheat)
(502 testing
of SBNRC?)
World Computation of NUE (Agronomy Journal 1999, 91:357)
SED = square
root (2*MSE/reps) = square root (2*s2/reps) CV = (Standard Deviation / population mean) *100
or, (Square root of the variance / population mean) *100
N Cycle (Yield Level, N Response) 12. Foliar UAN for Mitigating Frost Damage 13. Nitrogen Cycle
Rates of Salt (N+K2O) that can be applied with the
seed (1986
Fertilizer Solutions Article)
14.
Argentina, NO-TILL
Leguminous trees of the genera Sesbania,
Tephrosia, Crotalaria,
Glyricidia, and Cajanus are interplanted into a
young maize crop and allowed to grow as fallows during dry seasons,
accumulating 100 to 200 kg N/ha over the period from 6 months to 2 years
in subhumid tropical regions of East and Southern Africa. The quantities
of nitrogen captured are similar to those applied as fertilizers by
commercial farmers to grow maize in "The approach reported here is effective and more appropriate to current African conditions than those used during the Green Revolution. These low-tech but knowledge-intensive technologies should precede the promise of genetic engineering and other high-tech approaches, because without available nitrogen and phosphorus in the soil African farmers have no chance of succeeding.
17.
Radioisotopes Increased plant N loss with increasing nitrogen applied in winter wheat observed with 15N. J. Plant Nutr. 23:219-230. (pdf) Radioisotopes (List) from Vose ETHANOL 18. Added Topics, Cellulosic Ethanol, Biofuels lead to food shortages
19. Direct Seeding in Argentina (Agustin Bianchini) --------------------------------------------------------
9.
Biometrical Applications (class survey) REVIEW (Soybean N Balance, Andres Patrignani, Romulo Lollato.) Andres Patrignani- Wheat yield plateau
https://www.agronomy.org/publications/aj/view/first-look/aj14-0011.pdf 12. Biofools 13. Ethanol
US Military 14. Resurgent Forests Can be Greenhouse Sponges (Science)
17. The Story of Wheat (from the Economist.com) Radioisotope Exercise (with answers)
NEWTON |
READING ASSIGNMENTS, 2020 5813 BOOK, 2015 1. The Future of Agriculture: (Nature) see Greenseeker/Marv Stone, John Solie 2. Estimated Increase in Atmospheric Carbon Dioxide Due to worldwide decrease in Soil Organic Matter3. Estimated land area increase of agricultural ecosystems to sequester excess atmospheric carbon dioxide. Commun. Soil Sci. Plant Anal. 32:1803-1812. pdf 3. The Ocean's Carbon Balance
4.
Increased plant N loss with increasing nitrogen applied in winter wheat
observed with 15N. J. Plant Nutr. 23:219-230. Why is NUE in the world so important? Why are these numbers so useful? World Estimates of N, P, K, and S, Use Efficiency (Cereals) 8.9 (above) 10. Cereal nitrogen use efficiency in Sub Saharan Africa. J. Plant Nutr. 32:2107-2122. 11. NEW York Times Article 12. Bogota, Colombia, No Car Day, Feb 1, 2018 (population 8.01 million, started in 2000). February 6, No Car Day (Bogota, Colombia).
World Contributing Factors
to Global Warming and Total Percentages of GHG Emission
14. Nitrogen Balance in the Magruder Plots Following 109 Years in Continuous Winter Wheat J. Plant Nutr. 26:1561-1580. (pdf) 15 A. Variability in Optimum Nitrogen Rates for Maize. Agron. J. 108:2165-2173. (doi: 15 B. excel file (ALL SITES) READ last sentence of SULU abstract 16. Independence of Yield Potential and Crop Nitrogen Response (2010). J. Prec. Agric. 17A. Relationship between Grain Crop Yield Potential and Nitrogen Response. (2013). Agron. J. 17B. Unpredictable Nature of Environment on Nitrogen Supply and Demand (2nd Law of Thermodynamics), Agron. J. Entropy and the 2nd Law of Thermodynamics (YP0 , RI) 18. What did the Check Plots yield? (excel file) 19. 502 Data Base 502 site a. have to be willing to learn b. have to be willing to think about the final product c. have to be willing to be wrong d. have to be willing to not get any credit START: 2/17/2020 Research Methods (Stability Analysis) Increased yields as a function of time in the fertilized plots and no change in the check plots represents improved genetics and the reliance on added N. 20. Use of Stability Analysis for Long-Term Soil Fertility Experiments. Agron J. 85:159-167. STABILITY ANALYSIS page (5112), from quiz question, Did Dr. Borlaug seek broad adaptation? Go to excel file, Sarah Battenfield Magrduer EMAG_17 Magruder 2019, Stability 1 (Manure vs Check) What defines "Environment?" How can I mathematically define "Environment?" Value of stability analysis is recognizing that "environment" encompasses many variables. (elevation, temperature, soil pH, soil texture, weather, disease pressure, tillage, planting date, etc.) Stability analysis recognizes that yield level is an indicator of "environment" Do you want to review papers? Raun, W.R., M. Golden, J. Dhillon, D. Aliddeki, E. Driver, S. Ervin, M. Diaite-Koumba, B. Jones, J. Lasquites, B. Figueiredo, M. Ramos Del Corso, N. Remondet, S. Zoca, P. Watkins, J. Mullock. 2017. Relationship between Mean Square Errors and Wheat Grain Yields in Long-Term Experiments. J. Plant Nutr. 21. Organic CARBON 21a. Ed Wellhausen on Borlaug page 22. Priming Effect of 15N-Labeled Fertilizers on Soil Nitrogen in Field Experiments. SSSAJ, 37:725-727. 23. Nitrogen Balance in the Magruder Plots Following 109 Years in Continuous Winter Wheat J. Plant Nutr. 26:1561-1580. N Cycle NUE Definitions 24. Moll et al., 1982. Analysis and Interpretation of Factors Which Contribute to Efficiency of Nitrogen Utilization. 25. OSU, Categories, Moll et al., 1982 partitioned 26. Flowchart, for NUE (components questioned) 27. Cereal nitrogen use efficiency in Sub Saharan Africa. J. Plant Nutr. 32:2107-2122 (turn things on their head) Nitrogen Cycle Questions (Update, Nitrogen3) (includes N buffering, NH3 loss, carbon increase with N) 28. Soil-Plant Buffering of Inorganic Nitrogen in Continuous Winter Wheat 29. Seasonal and long-term changes in nitrate-nitrogen content of well water in Oklahoma. 1997. J. Environmental Quality, 26:1632-1637. 30. Critical NO3-N levels (why is groundwater in undisturbed landscapes not >10 ug/g?) Inorganic N Buffering? 31. Nitrous Oxide (Wikipedia) 32. Nitrous oxide emissions (since 1860). 33. Nitrogen Cycle and World Food Production (Smil) 34. Global Population and The Nitrogen Cycle. Smil 35. Haber Bosch (on N cycle) nitric oxide (NO) nitrogen dioxide (NO2) nitrogen oxide pollutants (NOx) nitrous oxide (N2O) TIKAL Archaeology Great Pacific Garbage Patch 2020 (now 413) MESONET: PHP programming: HTML (Hypertext Markup Language) programming, SBNRC, hand-shaking - winter_wheat_in_ok.inc, MATH at the end. >50% NUE? Our Approach, left side, NUE page BY-PLANT, CORN 36. By Plant Variability (46 Transects) (importance Solie and Stone) Plant to Plant Variability in Corn Production (Agron. J. 97:1603-1611) (pdf) 37. By Plant Prediction (plants, bottom of page) 38.1 By plant prediction of corn (Zea mays L.) grain yield using height and stalk diameter. Commun. Soil Sci. Plant Anal. 46:564-575. Field Picture (plant excavation, go to Causes of Plant to Plant Variability (NUE page) 38. Plant to Plant Variability in Corn Production (46 Transects, Argentina, Iowa, Nebraska, Oklahoma, Mexico, Virginia, Ohio) 39. The Case for By-Plant N Management 40. Variability in Optimum Nitrogen Rates for Maize. Agron. J. 108:2165-2173. (doi: 40.a. http://nue.okstate.edu/Spatial_N_Variability.htm (corn) 40.b. At What Resolution Should Precision Agriclture Operate? 40.c Automated Calibration STAMP manuscript (2005) (see page below) http://nue.okstate.edu/Calibration_Stamp.htm 40.d. RAMP Calibration Strip, manuscript (2008) RAMP web page (interfacing agronomy and engineering) 41. Can Yield Goals Be Predicted? Agron. J. 109:5, 2389-2395. EXCEL File (502, Yield Goals) Nutrient Concentrations (wheat grain) PPI (crop nutrient values) Bumper Sticker assighnment 42(ADD)The NITROGEN Problem: Why Global Warming is Making it Worse (August 7, 2017) 42. YP0-RI_2: Relationship between Grain Crop Yield Potential and Nitrogen Response. Agron. J. 105:1335-1344. 43. YP0-RI_1: Independence of Yield Potential and Crop Nitrogen Response. 44. Nebraska Response to YP0-RI (Schepers, Holland, Precision Ag) 45. Dr. Bushong Review of 44 46. NITROGEN FERTILIZATION ALGORITHM (entire web page), PPT, 2003 (Nitrogen Fertilization Optimization Algorithm) 47. Economic and Agronomic Impacts of Varied Philosophies of Soil Testing, Olson et al. (1981) 48. EPA article, Vehicle CO2 emissions, GWP (global warming potential) 49. People dying due to hunger versus other causes (Graphic Example) R0 (epidemiology) SED and CV (Pie) Raw Data (CV, NDVI, Exp. 222) (https://online.okstate.edu/) clicking the link labeled "Course Evaluations (SSI) - Stillwater, Tulsa, & CHS Campuses" in the "Course Evaluations" box on the main page. CONTEXT / Move to to Phosphorus 50. NUE, Missouri, Nitrogen efficiency in our N systems study fields . Who are we kidding? 51. PUE, Johnston (New approach for PUE) Rothamsted World Nitrogen Use Efficiency in Cereal Crops, Raun, 33% World Phosphorus Use Efficiency in Cereal Crops, Dhillon, 16% World Potassium Use Efficiency in Cereal Crops, Dhillon, 19% World Sulfur Use Efficiency in Cereal Crops, Aula, 18% 53. Cereal nitrogen use efficiency in Sub Saharan Africa. J. Plant Nutr. 32:2107-2122 What does this look like? Corn plants spaced 7 in (18cm) apart? Drawing/Illustration) Highlight distances (Figueiredo graph)
BRAY
A Nutrient Mobility
Concept of Soil Plant Relationships (Roger
H.
Bray,
Univ. of Illinois, 1953) Sufficiency
Fact Sheet 2225
ppm * 2 = Soil Test Index
Bray's Mobility
Concept (PPT) Graphic Example
Consolidating
sufficiency, yield prediction and nutrient mobility.
Nitrogen
Fertilization Optimization Algorithm NFOA (has
graphic example),
ALL These Concepts/Fundamental
Theory must be Internalized
By-plant corn excavations (bottom)
55. Soil Fertility and
Hunger in Africa, Sanchez, Science
Magazine. P Deficiency is widespread
56.
Sander et al. (1990) (Bands
improve residual P)
57. (P Web Page) 58. Phosphorus Solubility, Maintenance versus Buildup versus Sufficiency Horizontal Bands Dual Placement Starter P Fertilizer Phosphorus Solubility
Broadcast Preplant versus Banded P
Buildup versus Maintenance Confirmation of the Nutrient Mobility Concept (1962) Phosphorus Question? P + Urea + CaSO4 (Document)
---------------------------------------------------------------------------------- Nitrogen Uptake in Corn and Wheat (Al-Kaisi) Nitrogen Uptake Exercise (Board Example) N Uptake Excel File (estimated N loss, Kanampiu) Sulochana Dhital, Variable N Rates ----------------------------------------------------
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RI_CV excel sheet (sensitivity analysis, alter inputs)
15N, pages
43 and 44 in Class BOOK, Update 2015 OSU Hand Planter, 1 - Minute Video
19. Westerman, NH4 and NO3 Accumulation 20. Concepts and Rationale for Regional Nitrogen Rate Guidelines for Corn (Sawyer, Nafziger, Randall, Bundy, Rehm, Joern)Freeze mitigation (see entire page, new research) Soil Plant Inorganic N Buffering, 1995 APRIL 17, 2020 --- GMO's ------------------------------- 27. GM crops, world statistics, CLIVE JAMES 28. Consumers afraid of Biotech? 29. Why people oppose GMO's even though Science says they are safe (Scientific American) read last paragraph 30. Cheerios USA Today "I have heard it said that the average person is lucky to have only a handful of true friends in their lifetime. Well, I sincerely feel I've got millions. John Wooden once told me "I would rather believe in people and be disappointed some of the time than never believe and be disapppointed all of the time." JN ------------------------------------------------------- ------------------------------------------------------- ------------------------------------------------------- READING _________________________________________________ ____________________________________________ 1. Becoming a Nitrogen Cycle Ninja (Bloomington, IL, Feb 3, 2015) 2. Nitrogen Cycle Ninja (Manuscript) 3-4. Equations for Estimating the Amount of Nitrogen Mineralized from Crop Residues Vigil and Kissel, 1991 5. Independence of YP0 and RI 6. Independence of YPO and RI2 (reviewer response 1) If you are doing something important you will find resistance (reviewer response 2) 6B. Why are YP0 and RI independent? 7. Improving Nitrogen Use Efficiency, 1999, AJ (excel file 2010) 8. Global Population and Nitrogen Cycle (V. Smil) HOMEWORK 1 9. Bray Mobility Concept (A Nutrient Mobility Concept of Soil-Palnt Relationships) 10. Investment in By-Plant Technology "every plant counts" Presentation, November 5, 2012, Dr. Bobby Stewart (slides 69 and 81) TOOLS: IPNI Crop Nutrient Deficiency Image Collection 2 lbs N/bu of wheat (recommendation) Yield Trends are Insufficient to Double Global Production
Feeding our
World (link) |
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EXAMS
First
Hour Exam 2004
FINAL
EXAM 2002, KEY
FINAL Exam (example) |
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Homework. Global Warming
Manuscript: 1500 words, 15 scientific references, 250 word abstract (see page 12, ASA Manuscript Preparation, protocol for references) Compute the number of days from planting to sensing, where growth was possible (40°F Threshhold) for a planting date of October 1, 2019, Sensing Date of February 21, 2020 (Locations, 4-Payne County, Altus, Woodward) Courtesy, Brent Ballagh |
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MISSION II |
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