Paper · 2002 · Applied Engineering in Agriculture

ECONOMIC AND ENVIRONMENTAL IMPLICATIONS OF SMALL GRAIN PRODUCTION AND USE ON PENNSYLVANIA DAIRY FARMS

C. A. Rotz; G. W. Roth; W. L. Stout

10
claims
12
verbatim quotes
26
citations
2
research areas
—
Not open access

Abstract

Two challenges facing dairy producers are low profit and environmental issues related to nutrient management.Wholefarm simulation was used to determine if adding small grain crops to traditional corn and alfalfa rotations providedlongterm environmental and economic benefits. Small grain cropping strategies included 1) corn double cropped with barleyharvested as cash crop grain and straw bedding, 2) corn double cropped with barley harvested as feed grain and straw, 3) corndouble cropped with barley harvested as silage, 4) corn double cropped with rye harvested as silage, and 5) corn replacedwith cash crop wheat and straw bedding. Nitrogen leaching loss over the farm was reduced by 10 kg/ha (8.9 lb/acre) when40% of the corn was double cropped with a small grain, and soil P accumulation was reduced by 2 kg/ha (1.8 lb/acre) peryear. Annual farm net return or profit was increased by up to $93/cow when doublecropped barley or singlecropped wheatwas harvested as grain and straw, by about $30/cow for doublecropped barley silage, and $50/cow for doublecropped ryesilage. Use of small grains generally reduced the risk or yeartoyear variation in net return. The economic benefit of usingsmall grains was not sensitive to farm size, herd milk production level, the amount of forage used in animal rations, or grainprices, but there was less benefit when the farm was moved to a more northern climate. If straw was not harvested and usedfor bedding, the economic benefit for producing grain as a cash crop or feed was eliminated. Use of small grain crops onPennsylvania dairy farms should be encouraged, particularly when double cropped with corn, to reduce N leaching loss,reduce soil P accumulation, and improve farm profit.

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Claims 10

Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Double cropping 40% of corn with a small grain reduced nitrogen leaching loss by 10 kg/ha.

Treatment
40% of the corn was double cropped with a small graine1
Outcome
Nitrogen leaching loss over the farme1
Direction
reducede1
Value
10 kg/ha (8.9 lb/acre)e1

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e1

“Nitrogen leaching loss over the farm was reduced by 10 kg/ha (8.9 lb/acre) when 40% of the corn was double cropped with a small grain, and soil P accumulation was reduced by 2 kg/ha (1.8 lb/acre) peryear”

✓ located after whitespace/quote normalisation · abstract, characters 637–839 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Double cropping 40% of corn with a small grain reduced soil P accumulation by 2 kg/ha per year.

Treatment
40% of the corn was double cropped with a small graine1
Outcome
soil P accumulatione1
Direction
reducede1
Value
2 kg/ha (1.8 lb/acre)e1

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Zea mays subsp. mays
Zea mays subsp. mays · TaxonDominicus Johannes Bergsma · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e1

“Nitrogen leaching loss over the farm was reduced by 10 kg/ha (8.9 lb/acre) when 40% of the corn was double cropped with a small grain, and soil P accumulation was reduced by 2 kg/ha (1.8 lb/acre) peryear”

✓ located after whitespace/quote normalisation · abstract, characters 637–839 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Double-cropped barley or single-cropped wheat harvested as grain and straw increased annual farm net return by up to $93/cow.

Treatment
doublecropped barley or singlecropped wheatwas harvested as grain and strawe2
Outcome
Annual farm net return or profite2
Direction
increasede2
Value
$93/cowe2

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Hordeum vulgare
Hordeum vulgare · TaxonJackyM59 · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e2

“Annual farm net return or profit was increased by up to $93/cow when doublecropped barley or singlecropped wheatwas harvested as grain and straw, by about $30/cow for doublecropped barley silage, and $50/cow for doublecropped ryesilage”

✓ located verbatim in the source · abstract, characters 841–1076 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Double-cropped barley silage increased annual farm net return by about $30/cow.

Treatment
doublecropped barley silagee2
Outcome
Annual farm net return or profite2
Direction
increasede2
Value
$30/cowe2

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Hordeum vulgare
Hordeum vulgare · TaxonJackyM59 · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e2

“Annual farm net return or profit was increased by up to $93/cow when doublecropped barley or singlecropped wheatwas harvested as grain and straw, by about $30/cow for doublecropped barley silage, and $50/cow for doublecropped ryesilage”

✓ located verbatim in the source · abstract, characters 841–1076 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Double-cropped rye silage increased annual farm net return by $50/cow.

Treatment
doublecropped ryesilagee2
Outcome
Annual farm net return or profite2
Direction
increasede2
Value
$50/cowe2

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Secale cereale
Secale cereale · TaxonLSDSL · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e2

“Annual farm net return or profit was increased by up to $93/cow when doublecropped barley or singlecropped wheatwas harvested as grain and straw, by about $30/cow for doublecropped barley silage, and $50/cow for doublecropped ryesilage”

✓ located verbatim in the source · abstract, characters 841–1076 · show in text ↑
Intervention effectobservedoriginal resultpositivesimulated

Claim · model-written summary

Use of small grains reduced the risk and year-to-year variation in net return.

Taxon
small grainse3
Treatment
Use of small grainse3
Outcome
risk or yeartoyear variation in net returne3
Direction
reducede3

Not reportedComparator

Verbatim

e3

“Use of small grains generally reduced the risk or yeartoyear variation in net return”

✓ located verbatim in the source · abstract, characters 1078–1162 · show in text ↑
Associationobservedoriginal resultno effectsimulated

Claim · model-written summary

The economic benefit of using small grains was not sensitive to farm size, herd milk production, forage use, or grain prices.

Taxon
small grainse4
Treatment
using small grainse4
Outcome
economic benefite4
Qualifier
not sensitive to farm size, herd milk production level, the amount of forage used in animal rations, or grainpricese4

Not reportedDirection

Verbatim

e4

“The economic benefit of usingsmall grains was not sensitive to farm size, herd milk production level, the amount of forage used in animal rations, or grainprices”

✓ located verbatim in the source · abstract, characters 1164–1325 · show in text ↑
Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

The economic benefit of small grains was lower on a farm moved to a more northern climate.

Taxon
small grainse4
Treatment
moved to a more northern climatee5
Outcome
benefite5
Direction
lesse5

Not reportedComparator

Verbatim

e4

“The economic benefit of usingsmall grains was not sensitive to farm size, herd milk production level, the amount of forage used in animal rations, or grainprices”

✓ located verbatim in the source · abstract, characters 1164–1325 · show in text ↑
e5

“there was less benefit when the farm was moved to a more northern climate”

✓ located verbatim in the source · abstract, characters 1331–1404 · show in text ↑
Intervention effectobservedoriginal resultnegativesimulated

Claim · model-written summary

Without straw harvested for bedding, the economic benefit of growing grain as a cash crop or feed was eliminated.

Taxon
small grainse4
Treatment
straw was not harvested and used for beddinge6
Outcome
the economic benefit for producing grain as a cash crop or feede6
Direction
eliminatede6

Not reportedComparator

Verbatim

e4

“The economic benefit of usingsmall grains was not sensitive to farm size, herd milk production level, the amount of forage used in animal rations, or grainprices”

✓ located verbatim in the source · abstract, characters 1164–1325 · show in text ↑
e6

“If straw was not harvested and usedfor bedding, the economic benefit for producing grain as a cash crop or feed was eliminated”

✓ located verbatim in the source · abstract, characters 1406–1532 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors recommend encouraging small grain crops on Pennsylvania dairy farms, particularly double cropped with corn.

Taxon
small grain cropse7
Outcome
reduce N leaching loss,reduce soil P accumulation, and improve farm profite7

Verbatim

e7

“Use of small grain crops onPennsylvania dairy farms should be encouraged, particularly when double cropped with corn, to reduce N leaching loss,reduce soil P accumulation, and improve farm profit”

✓ located verbatim in the source · abstract, characters 1534–1729 · show in text ↑

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processing · yield · Hordeum vulgare (barley)Positive and negative results

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Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.