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Equation for standard deviation
SD = Square root of sum of (x-u)2/N (x being each value, u being the mean of the data set, N is the number of data points in the population).
Low standard deviation = small variability.
High standard deviation = large variability/noise
Why inoculate legumes?
Inoculates increase N fixation in legumes.
What are warm germination tests used for?
Labeling and to estimate germination
What are cold germination tests used for?
To simulate stress
How many square feet in a 1 acre?
43,560 ft2
PLS (pure live seed in %) =
pure seed x germination x 100
1000 seeds/400 ft2 = x seeds/43,560 ft2
What are coulters used for in planters?
To cut residue to open the soil for planting
What are row cleaners used for in planters?
To clear debris from seed opener
What are seed openers used for in planters?
Opens soil to place seed for uniform planting depth
What is a seeding rate?
The amount of seed needed to achieve an adequate stand
plants/acre
plants/ft2 × 43,560 ft2/acre
Common broadleaves?
Soybean, canola, sunflower, field peas. Growth tip above the ground after emergence stage. G
GDD (growing degree days) =
Daily mean temp - base temp
What are short day crops?
Soybean, cotton
What are long-day crops?
Wheat, oat, barley
What are day-neutral crops?
Corn, tomato.
Description of grasses (monocots)?
Grow from an intercalary meristem at the base of internodes [grains]
Description of broad leaf plants (dicots)?
Grow from axillary buds or meristems at nodes/shoots [soybeans]
Life cycle of corn?
Seed stage, aleurone layer (protein beneath the pericarp, gives seed its color), below it is the endosperm (hard it is colorless/yellow, starch is white, dent comes from shrinking of soft endosperm as it dries).
Tassel and ear shoots begin to form at…
V6
What is Tassel (VT) stage?
Last branch of tassel is visible, before silk emerges (most susceptible to leaf damage).
At the reproductive stage, it’s very vulnerable to environmental hazards.
R1, Silking
2-3 days, silks on an ear are pollinated.
R2, Blister
Fertilized silks dry out, each kernel begins to develop + swell
R3, Milk
Kernels become yellow, 80% moisture content, often where sweet corn is picked, commercial corn is left to mature further.
R4, Dough
Thickening of kernel fluid (doughy) at 70% moisture
R5, Dent
Starch layer formed, soft endosperm begins to dry out (denting)
R6, Maturity
30-35% moisture, black layer (abscission layer)
Wheat growth and development
Kernel sends radicle out, coleoptile up, seminal root growth, initial growth like corn.
Wheat produces tillers to side to maximize amount of photosynthesis.
Next growth stage is when tiller begins to form elongated stems.
Boot stage: swelling inside stems, formation of reproductive parts.
Reproductive head emergence: Zadoks stage 5, Feekes stage 10.1
Flowering: Zadoks stage 6, Feekes stage 10.5, unlike corn, both male and female parts are on the flower.
Dicotyledon
Seeds with 2 cotyledons, “seed leaves” - food source for germinating seedling. No endosperm, cotyledon provides energy. Root is called radicle (same as monocot)
Legume growth and development as dicotyledon
Hilum (Dark spot) where seeds attach to a pod, this is where the two cotyledon would separate.
Ater separation, root down hypocotyl expands, seedling then starts forming unifoliate, then trifoliates second set and after.
What are epigeal plants?
Cotyledon lifts out of the ground, soybeans/alfalfa
What are hypogeal plants?
Cotyledons stay in place
R1, soybeans
Beginning of flower, plants have at least one flower on any node
R2, soybeans
Full flower, open flower at 2 upper nodes.
R3, soybeans
Beginning pod, pods 3/16 inch, pods in four upper nodes.
R4, soybeans
Full pod, pods ¾ inch, pods in four upper nodes.
R5, soybeans
Beginning seed, seeds at 1/8 inch, pods in four upper nodes.
R6, soybeans
Full seed
R7, soybeans
Beginning maturity
R8, soybeans
Total maturity, more yellow than green
pH is….
King of nutrient status, usually, neutral pH is most favorable for plant growth
Soil organic matter
Improves soil tilth, decomposes which releases N and P, reduces leaching of K/Ca/Mg.
Soil compaction
Compaction decreases total pore space in soil available for air and water exchange
What is diffusion?
High concentration outside root to low concentration inside root
What is mass flow?
Nutrient carried by water into root tissues
What is interception?
Roots grow in proximity and encounter nutrients
Fibrous access nutrients…
in shallow soil while tap roots access deeper nutrients.
Roots differ in how they alter soil porosity, tap roots create fewer, but larger pores, fibrous roots create a greater number of soil pores
What offers greatest erosion control?
Root systems having dense networks at soil surface.
Plants with fibrous root systems are more effective than those with tap root systems in preventing detachment.
Accuracy vs precision
Accuracy: how close a measured value is to the correct value, “validity”
Precision: how close a set of values are to each other, “clustering”
NIR imaging
Shows reflected infrared wavelengths of healthiest crop canopies and display this in bright red color. Crops that aren’t as healthy displayed in less red.
Hay harvest
Rapid dehydration = better preservation
Slow dehydration = potential yield reduction
Young, vegetative forage is higher in protein and energy
FDA GMO
Organism that has its genetic material/DNA modified using technology that involves the specific modification of DNA, including the transfer of specific DNA from one organism to another.
USDA Transgenic
Organism resulting from insertion of genetic material from another organism using recombinant DNA techniques
Economic injury level
Point where costs and benefits are equal
Economic threshold
Point where pest control costs are higher than benefits
Metamorphosis type
Simple (egg, young, adult)
Gradual (egg, naiad, adult)
Complete (egg, larva, pupa, adult)
Alternate vs alternative host
Alternate: does not replace another host, second choice.
Alternative: replaces another host
Beetles are
insects with chewing/biting parts , restricts photosynthesis
Mites are
insects with piercing/sucking parts , restricts plant nutrient flow , NO WINGS but true insect can have wings
Viruses
Protein w/DNA strand, cannot complete life cycle independently
Nematodes
Small roundworms, have stylet if parasitic to plants (hollow feeding spear)
Standing water limits….
oxygen to root zone, interrupts metabolism
As soil salinity increases…
Plant growth decline
Degree day =
Max timp + min temp/2
Heat unit accumulation =
Average temp - base insect development temp
When EIL is less than…
1, treatment is cost effective
REMEMBER EIL (economic injury level) EQUATION
C < V I D
(value of part of crop sold x injury amount x damage per injury amount)
Green lacewing
Feed on aphids/mites
Ground beetles
Hard bodied, control insects
Minute pirate bugs
1/5 inch, feed on small insects/eggs, bite humans in the fall.
Nabids (damsel bugs)
Generalist predators, feed on aphids/soft bodied insects, piercing mouthparts
What is volatility?
How easy a pesticide turns into a gas or a vapor
What is selectivity?
Selectivity of a pesticide to target the pest organism while sparing any beneficial organism
Water hardness
Some pesticides can bind with ions in hard water reducing pesticide concentration
Chemical compatibility
Some pesticides should not be mixed together or should only be mixed in a certain order, in all cases water would always be added first to spray tank.
Ground vs aerial application
Ground: less drift, cost effective for smaller areas, but compaction/slow
Aerial: large areas sprayed quickly, timely, no physical damage to crop or soil BUT more drift/costly
Photosynthesis inhibitors
Grasses, broadleaves, contact/systemic, pre or post emergence
Water by roots
Triazines, substituted ureas
Cell membrane disruptors groups 14,22
Contact herbicides, post emerge, leaf desiccation
Requires non-ionic surfactant or adjuvants.
Group 14: basagran, cobra, blazer, reflex
Group 22: gramoxone (paraquat)
Growth regulators/synthetic auxins - group 4
Broadleaf plants, not grass, foliar, post emerge.
2,4D
Pigment inhibitors, group 13/27
Pre emerge, turns new growth white.
Command, sonar, balance pro, Callisto.
Seedling root growth inhibitors
Germinating seedlings, soil applied
Dinitroanilines.
Seedling growth/shoot inhibitor - group 15
Germinating seedlings, pre emerge.
Chloroacetamides.
Lasso, Dual
ALS inhibitors, group 2
Post emerge, grasses/broadleaf.
Shortened internodes.
Imdazolines, sulfonyl ureas, triazolopyrimidines.
Pursuit, classic, canopy, first rate.
Amino acid synthesis inhibitors, group 9
Broad spectrum activity, grasses, broadleaves, post emerge, minimal soil activity.
Round up, glyphosate generic
N metabolism inhibitors, group 10
Chlorosis, broad spectrum, grasses/broadleaves
Liberty
Lipid synthesis inhibitors, group 1
Corn white flash, growing point rots
Select max (clethodim), assure II (quizalofop)
Locally systemic fungicides
Move into leaf, but not to other plant parts
Systemic fungicides
Absorbed by plant, distributed internally, prevent infection or kills pathogen inside plant. Commonly used in seed or in-furrow treatments.
Genetic traits in relation to pest management
Bt modified crop can be used in place of insecticide, newer technologies include RNAi and gene silencing
Broad spectrum herbicides such as glyphosate can control many bees.
To prevent or delay weed resistance, broad spectrum herbicides should be used some years and other herbicides other years.
What are the advantages and limitations to transgenic trait improvement?
Yield maybe lower in the absence of the pest, higher price, pests may develop resistance.
Chemical application reduced, multiple pests controlled.
Point source pollution
Specific, known containment source ; pipe or tank
Non-point source pollution
Enters from non well-defined area ; farm field or city neighborhood
To prepare pesticide
Determine rate, then concentration, then divide rate by concentration to get dosage
Pesticide characteristics and soil/water quality
Absorption by soil decreases potential for movement to groundwater and increases potential for movement by erosion.
Runoff increases potential for pesticide movement to surface water.
Nozzle characteristics
Large nozzle tips + lower pressure = bigger droplet, less drift.
Lower boom height means
Less drift
Higher viscosity
= Less droplet drift
Lower spray pressure creates
larger spray droplets which creates less drift
What are adjuvants?
Added to pesticide mixtures to help pesticide performance or mixture properties
MPH =
GPM x 5940/GPA x W