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THE FEASIBILITY OF A PEANUT/SORGHUM INTERCROPPING
SYSTEM UNDER RAIN-FED CONDITIONS
by
ALI MOHAMED ABDI, B.S
A THESIS
IN
CROP SCIENCE
Submitted to the Graduate Faculty of Texas Tech University in
Partial Fulfillment of the Requirements for
the Degree of
MASTER OF SCIENCE
Approved
( ^hairpers-on oY the Committee
v/̂ A-v-r-/ ^. !AA^:^^Z:^^Z^
kA ^y^yyxa*^^ c::;^4»3^<--^
Accepted
Dean djf the Graduate School
December, 1986
<S)a O
ACKNOWLEDGEMENTS
I owe a deep debt to Allah who gave me the ability to do this
research study. I am also deeply indebted to Dr. Jack Gipson, my major
professor, for his assistance and guidance during this work; for
spending untold hours reviewing my thesis to ascertain accuracy and to
improve readability, and for his guidance in matters of emphasis and
balance in correcting wrong or misleading statements. I also want to
thank Drs. Howard Taylor, Norman Hopper, Dave Wester, and Raymond
Brigham, for serving as graduate committee members. I want to express
sincere appreciation to Dr. Taylor for his loan of the Giddings
hydraulic soil coring machine and continued guidance during the soil
sampling. Special thanks go to Dr. Wester who helped me with the
experimental design and statistical analysis. I gratefully acknowledge
as well, Dr. Hopper's generosity in allowing me the use of his seed
physiology lab facilities, and for his continual guidance during lab
analyses. I also appreciate Dr. Brigham's recommendations concerning
the manuscript. Special recognition goes to all the students and
colleagues who provided me with help when it was most needed,
especially A. A. Afrah, KH. A. Farah, Paul Georgen, Phillip Brown, and
Thomas Griggs. I also extend thanks to the staff and faculty members
in the Department of Plant and Soil Science at Texas Tech University
for advice and assistance during the course of my studies.
Finally, a special note of acknowledgement is due the Somali
government and USAID for providing the financial support needed for
this study.
ii
TABLE OF CONTENTS
ACKNOWLEDGEMENTS ii
LIST OF TABLES v
LIST OF FIGURES vi
I. INTRODUCTION 1
II. MATERIALS AND METHODS 4
III. LITERATURE REVIEW 8
Competition and Complementarity 8
Competition 8
Root competition 9
Types of root systems 10
Complementarity 11
Complementarity of root system 12
Temporal complementarity 13
Spatial complementarity 14
Row Arrangements for Maximization of
Intercropping Benefits 20
Effects of Moisture Stress on the
Growth of Peanuts and Sorghum 21
Peanuts 21
Sorghum 23
Data Analysis 23
111
IV. RESULTS AND DISCUSSION 27
Water Extraction Patterns 27
Grain and Nut Yields 40
Harvest Index 43
Water Use Efficiency 43
Chemical Composition of Peanuts and Sorghum 44
V. SUMMARY AND CONCLUSIONS 46
REFERENCES 48
APPENDICES 55
A. CARBOHYDRATE ANALYSIS 56
B. OIL EXTRACTION FROM PEANUTS 60
C. TABLES 7, 8, and 9:
VOLUMETRIC SOIL WATER CONTENT FROM EACH DEPTH
OVER THE GROWING SEASON 61
IV
LIST OF TABLES
1. Rainfall during the summer of 1985 at the Texas Tech Farm (north of 4th Street, Lubbock, Texas) 30
2. Soil water content (mean values expressed as percent of monocropped and intercropped peanuts and sorghum at the second and third gravimetric soil water sampling dates . . . . 39
3. Mean yield (kg/ha) of sorghum plants grown in monoculture and alternate-row intercrop culture 40
4. Harvest indices (%) of monocropped and intercropped peanuts and sorghum 43
5. Comparisons of water use efficiency (kg biomass/kg water) between monocropped and intercropped peanuts and sorghum . . . 44
6. Chemical composition of monocropped and intercropped peanuts and sorghum (expressed in percentage) 45
7. Water content from each depth of peanut and sorghum plants after emergence, after anthesis of sorghum plants, and at physiological maturity of sorghum plants (expressed in percentage) 60
8. Water content of monocropped sorghum and intercropped sorghum from each depth shortly after anthesis and at physiological maturity of sorghum plants (expressed in percentage) 61
9. Water content of monocropped peanuts and intercropped peanuts from each depth shortly after anthesis and at physiological maturity of sorghum plants (expressed in percentage) 62
LIST OF FIGURES
1. Volumetric soil water content versus depth for monocropped peanuts shortly after emergence (PI), anthesis (P2), and at physiological maturity (P3) 28
2. Volumetric soil water content versus depth for monocropped sorghum shortly after emergence (SI), anthesis (S2), and at physiological maturity 31
3. Volumetric soil water content versus depth for sorghum-peanut intercropping system shortly after emergence (II), anthesis (12), and at physiological maturity (13) 32
4. Volumetric soil water content versus depth for monocropped peanuts (P2) and intercropped peanuts (IP2) shortly after anthesis 34
5. Volumetric soil water content versus depth for monocropped sorghum (S2) and intercropped sorghum (152) shortly after anthesis 35
6. Volumetric soil water versus depth for monocropped peanuts (P3) and intercropped peanuts (IP3) at physiological maturity 36
7. Volumetric soil water content versus depth for monocropped sorghum (S3) and intercropped sorghum (153) at physiological maturity 38
V1
CHAPTER I
INTRODUCTION
The need to increase food production is the major problem facing
African nations today where population growth continues to exceed the
increase in food production. Although historically an agrarian
continent, Africa has lost the capacity to feed itself. Grain from
abroad now feeds in excess of one-fourth the continent's population
which amounts to about 520 million. Until the severe drought of 1983,
grain production increased in Africa by 2% per year between 1970 and
1982. The tragedy, however, is that per capita grain production, which
peaked in 1970, has been falling at about 1% per year since that time
(Brown and Wolf, 1984). Three factors are responsible for this decline
in per capita production: 1) the fastest population growth in history,
2) widespread environmental deterioration of the land, including soil
erosion, nutrient depletion, and desertification, and 3) chronic under
investment in agriculture.
The population growth rate in Africa is 3% per year, which
translates to an additional 15 million people per year that Africa's
farmers must attempt to feed. This tremendous increase in population
is due to a significant decline in mortality rates without a
corresponding decline in birth rates.
Somalia, located in East Africa and bounded by the Indian Ocean on
the east, by the Red Sea on the north, Ethiopia on the west, and Kenya
to the south, is probably typical of the nations in the semi-arid
regions of East Africa. Most of the farms in Somalia are small family
1
units consisting of only 1-3 hectares, which provide at best only a
subsistence type existence for those who till these plots for their
livelihood. Lack of adequate soil moisture to produce satisfactory
yields is the single most important factor in this semi-arid and
frequently droughty region. This sparse rainfall is further aggravated
by the primitive and ineffective farming techniques employed. Seeds
are planted in an unprepared soil utilizing a zig-zag hill planting
pattern which results in very low plant population density. The native
recurved peduncle type sorghums are used and no fertilizers are
employed. As a consequence of lack of fertilizers, soil nutrients are
depleted and yields suffer even more. Frequently fuelwood for cooking
is scarce and animal dung is utilized in its place, which in turn
removes the one source of organic nutrients that could be used to
replenish the soils.
Somalia and some other African nations have set long-range goals
of becoming self-sufficient in grain sorghum production. Selected
students are being sent abroad for agricultural education, and
agricultural research is being conducted at a number of research
stations. The research conducted for preparation of this thesis falls
within the framework of the program for becoming self-sufficient.
In this context, intercropping has become increasingly more
important for many of the small Somali farmers. Intercropping, or
interplanting of different crops on the same plot of land, is typically
associated with high risk and low rainfall situations. Farmers who
employ this system usually aspire to produce a "full" yield from the
major crop, usually grain sorghum, plus some additional yield from the
second crop, usually peanuts or cowpeas.
There are scientific merits associated with such a system. It
provides more efficient use of both land and labor, and since no two
crops have identical environmental requirements, unfavorable conditions
for one crop may not be as unfavorable for another. Thus the
combination of two crops may provide a buffering mechanism against
total crop failure in some instances.
With this thought in mind, the overall objective of this thesis
study was to determine the feasibility of a peanut-sorghum
intercropping system under rain-fed conditions, similar to those
encountered in Somalia. The specific objectives were as follows:
1) To determine whether or not differences exist in the water
extraction patterns among monoculture peanuts, monoculture sorghum, and
peanut-sorghum intercropping system.
2) To compare yields under these planting arrangements where:
a) Half of the field was planted to sorghum and half to
peanuts.
b) Alternate rows were planted in a peanut-sorghum
intercropping system
3) To compare the effects of monoculture versus intercropping on
total carbohydrates of sorghum, and total protein and oil of peanuts.
CHAPTER II
MATERIALS AND METHODS
A one year field study involving a peanut-sorghum intercropping
system was conducted during the 1985 growing season on the Texas Tech
University Farm located between Fourth Street and Erskine Avenue in
Lubbock, Texas.
The soil type was an Amarillo fine sandy loam (Aridic Palenstalfs,
fine-loamy, mixed, thermic) overlying caliche at a depth of 60 to 90
centimeters. The preceeding crop was wheat, thus the land had been
fallow for 11 months at the time of planting of the intercropping
study. Land preparations consisted of descing the fallow ground,
followed by listing to one m. rows in March and then prewatering in
April to fill the soil profile and permit timely planting. No
fertilizers or herbicides were used, and weeds were controlled by
hoeing.
Treatments were sorghum monoculture, peanut monoculture, and
peanut-sorghum alternate row intercropping. A randomized complete
block design with four blocks was employed. Plot size was eight rows,
twelve meters long. Thus, each monocrop consisted of eight rows, while
each intercropped plot had four alternate rows of each crop.
An early maturing Valencia type peanut (Arachis hypogaea L.) and a
non-senescent sorghum (Sorghum bicolor Moench) hybrid developed by
DeKalb (DK 4446) were used as the cropping species.
All plots were planted with a tractor-mounted two-row planter on
June 10, 1985. Shortly after emergence, both crops in all plots were
hand thinned to approximately 7 plants per m.
4
Soil moisture determinations were made at three dates, each
corresponding to a specific stage in the development of the sorghum
plants. These stages were shortly after emergence, shortly after
anthesis, and at physiological maturity. Soil samples were collected
at 30 cm intervals to a depth of 180 cm, with the aid of a Giddings
hydraulic sampling machine, and soil moisture determined
gravimetrically. At the first sampling date, four soil cores were
taken from each plot regardless of whether it was monocrop or intercrop
to simply establish the amount of moisture in the soil profile under
each plot. At the other two sampling dates, however, four sets of soil
cores were again taken from the monoculture plots, but eight sets were
taken from the intercrop plots. The cores were always taken either in
or very near the planted rows.
Soil from each core was cut into 30 cm segments, a representative
sample taken from each segment, placed in a pre-weighed can, and then
carried to the lab where wet weights were obtained.
The soil samples were oven-dried for 48 hours at 110 C, and then
weighed. Soil moisture was calculated as follows:
wet weight - dry weight ^ -.p.̂ % soil moisture = ^ ^— x 100
dry weight - can weight
The dates for soil moisture sam.pling were June 27 and 28 for the
first sampling, July 7 and 8 for the second sampling, and September 24
for the third sampling.
Due to the proximity of the research plots to the city of Lubbock,
sparrows began to feed on the sorghum heads in the milk stage. This
necessitated covering the heads with paper hags to avoid bird damage.
Even so, considerable bird damage occurred following a violent rain and
hail storm which blew off many of the paper bags. The bags were
replaced, but sufficient damage occurred to necessitate calculations
for percent damage.
Harvests for gain and peanut yields and for calculating the
harvest indices were made on October 3 and 4, 1985. Harvested plots
consisted of three rows, four m. long from the middle of each plot for
yield purposes.
Both the sorghum and peanuts were then threshed and weighed for
yield. Calculations to compensate for bird damage to the sorghum were
made as follows: 1) from each plot, between 24 and 34 undamaged heads
were harvested, dried, and threshed together; 2) seed weights were
taken and weight/head determined for these undamaged heads; 3) seed
weight/head was then determined on the damaged heads from the harvested
area being used for yield; and 4) seed weight/head of the undamaged
heads was then subtracted from the seed weight/head of the damaged
heads, and the difference expressed as percent bird damage.
Sorghum was analyzed for total carbohydrates using acid extraction
with 0.2 N HCL as described by Murphy (1958) and Smith (1964),
(Appendix A).
Peanuts were analyzed for oil content by the petroleum ether
extraction method, using a macro soxhlet apparatus (Appendix B), and
protein content was determined by a commercial lab (A&L Labs, Lubbock),
using the standard macro-Kjeldahl method.
The data were tested using the analysis of variance package of the
Statistical Analysis System (SAS). Protected LSD was used as the mean
separation technique unless specified otherwise.
CHAPTER III
LITERATURE REVIEW
Competition and Complementarity
The two most important principles in a mixture of crops are
competition and complementarity. Very little effort has been extended,
however, towards producing any meaningful measure of these two factors
between component crops.
Competition
Competition has been defined as the difference in the ability of
different species to get from the environment the factors necessary for
their growth and reproduction when these factors are in limited supply
(Bunting, 1960). Competition occurs during that period in which the
supply of a single necessary factor falls below the combined demands of
the plant (Clements, et al., 1929). Mather (1961), indicated that
competition occurs when the combined need of the individuals exceeds
the supply of whatever commodity is needed. According to Donald
(1958), competition enables the successful species to achieve better
utilization of the resources than the suppressed species. For example,
when more available water is taken by a dominant species, the
suppressed species may wilt due to a shortage of water. Wilting, in
turn, may decrease the photosynthetic products available for plant
maintenance and root and shoot growth. In the final analyses, the less
competitive crop will be reduced in growth and will not be able to make
use of the environment available to it.
8
Root competition
Roots are the principal organs responsible for the absorption of
water and nutrients from the soil, and are very important in competing
for these resources. Clements et al., (1929) state that the larger,
deeper and more active the root system a crop has, the more competitive
it is in securing the larger proportion of the total water available
for growth. Weaver and Clements (1938), indicated that both the extent
and the distribution of roots determine the competitive ability of the
root system. Pavlychenko and Harrington (1934), stated that a root
system with a larger mass of fibrous roots near the surface but with
its main roots penetrating deeply determine the degree of success of
competition. Taylor (1983) stated that, in field crops, all the
available water is absorbed from between crop rows if the soil
conditions are favorable. Further, he states that the rate of lateral
root growth is unimportant since the roots from one row of plants will
reach those of the adjacent rows early in the season. Pavlychenko
(1937), states that root length per plant decreased by increasing crop
density or weed population. After testing several species of weeds and
crops, Pavlychenko (1942) indicated that weeds occupy the soil with
their roots earlier because they germinate earlier, and grow more
rapidly than the cereals. Indeed, weeds that do the most damage to
crop plants d^re those which have similar growth habits, and especially
root systems. In fact, the extent of root systems determines both the
competitive efficiency and the natural distribution of the roots.
Crops with different types of root growth make the best intercropping
companions.
10
Types of root systems
Many studies have been conducted to determine plant root systems.
Weaver (1926) indicated that the root system of sorghum has 90 to 180
cm of lateral spread, and a maximum depth of 140 to 180 cm. According
to Heatherly (1975), more than 80% of the root mass of sorghum is at
the top 30 cm of the soil except under extremely dry conditions.
Gutierrez (1972), demonstrated an inverse proportionality between root
growth of sorghum and the available water remaining in the soil. In
addition, he showed three phases of root growth in the soil and a
distinct difference in the relations of root growth and soil water
utilization in each phase. First, roots grow slowly and little water
is used; second, roots grow faster, and maximum root growth is
attained, resulting in maximum water depletion. In the third phase,
growth of roots is slow and little water is used. Blum and Ritchie
(1984) found that the number of crown roots in sorghum decreased when
the water content of the surface soil was low. With reduction of the
crown roots, deeper growth of the existing root resulted and the total
root length per plant was approximately the same. Blum and Ritchie
(1984) concluded the major factors controlling sorghum root
distribution are topsoil water content, strength of crown root
establishment, and growth response of the existing roots. Leach (1978)
found legumes to be least efficient in water use of a range of crop and
pasture plants. He found alfalfa to have a high water loss due to poor
stomatal control. Peanuts are characterized by a relatively deep tap
root system and a well developed lateral root system. From the results
11
of a Pearl millet - Peanut intercropping study, Gregory and Reddy
(1982), concluded that peanuts had greater total root length in the
upper 30 cm of the soil profile than Pearl millet, while root length
density of Pearl millet in the upper 10 cm of the soil was greater than
for peanuts.
Complementarity
Complementarity is the opposite of competition and is most
pronounced in intercropping. Three types of complementary mechanisms
have been reported. First some crops emit substances that protect or
nourish others (al lelochemical or allelopathic effects). Wahua and
Miller (1978) found that when soybeans were intercropped with dwarf
sorghum (BR-44), total nodule activity (TNA) of the intercropped
soybeans increased, and they suggested that sorghum excreted some
biologically active substance which enhanced soybean N^-fixation, thus
making more nitrogen available to the intercropped sorghum. Secondly,
one crop may suppress the harmful effects of some pests (insects,
diseases and weeds) thus benefiting the other crop (Auckland, 1970;
Finlay, 1974). Thirdly, some species may even benefit from reduced
levels of certain resources. This was suggested by Chen (1961) as one
of the possible reasons why TNA increased in soybeans intercropped with
dwarf sorghum (BR-44). He stated that sorghum roots may have reduced
the concentration of nitrates around the soybean roots, which in turn
depressed nodulation with N^-fixation. This allowed greater N^-
fixation in intercropped soybeans compared with N^-fixation in
12
monocropped soybeans. Reddy and Willey (1981) found that greater
amounts of nutrients were absorbed by a Pearl millet/peanut
intercropping system than the average of the monocrops. Gupta and
Mather (1964), found that in general when the two crops have almost
equal amounts of mineral and other nutrient necessities, their mixtures
seem to be more profitable.
Complementarity of root systems
Root complementarity is believed to be one of the most important
factors that gives a yield advantage to intercropping over
monocropping. Willey (1979) indicated that complementarity of root
systems coupled with better control of weeds, pests, or diseases can
explain the yield advantage in intercropping compared to monocropping.
He showed that combined crops have differences in resource use and this
determines the overall better usage of the resource. Clements et al.,
(1929) indicated that the greater the differences between the
intercropped species, the lower the competition between them, and Dalai
(1974) showed that by selecting species of different growth habits,
decreases in yield as a result of the use of legume and non-legume
crops can be reduced. Weaver (1926) found that yield increases in
mixed cultures may be partially explained by lessened competition.
Whittington and O'Brien (1968) found that when crops of different
growth habit were mixed, competition between them was lowered. Hurd
and Spratt (1975) proposed that productivity per unit area can be
increased by combining cultivars with different root growth patterns,
Wiw"-
i.e., one with extensive lateral root growth and the other with a
deeper penetrating root system. According to Snaydon and Harris (1979)
production may be increased when species with different resource needs
are mixed. In addition, they showed that when the most competitive
crop is the most productive, it is possible to obtain more yield in
intercropping systems than in monocropping systems. Willey (1979)
showed that three things may happen in an intercropping situation. The
first is inhibition, which can either be competition between
intercropped species or allelopathic effects; the second is
cooperation, referring to sharing of resources (complementation); and
the third is compensation. This last case may take place when, for
instance, the elongation of certain parts of the root system is
exhausted after a certain depth, and the photosynthate that had been
moving to this part of the root is transported to another part of the
root system, resulting in increased growth and greater competitive
ability at that depth. Aiyer (1949) indicated that resources in both
the upper and lower layers will be utilized more effectively when crops
of varying root depth and absorption capacities are mixed.
Temporal complementarity
Temporal complementarity refers to that complementarity which is
reduced for only a period of time.
Harris and Lazenby (1974) stated that mixing grasses of different
growth habits can increase yield. As Trenbath (1976) suggested in crop
mixtures, the earlier a crop absorbs the mobile nutrients and water.
13
14
the better competition it retains. Baker and Norman (1975) indicated
that the yield advantage of intercropping is due to better usage of the
media, light, and to the different growth patterns of the intercropped
species, i.e., competition is reduced due to the temporal growth cycle.
Willey et al., (1982) suggest that where the peak of the growing
periods do not coincide, there can be sharing of the resource between
sorghum and other crops in an intercropping situation. Willey et al.,
(1982) conclude that it is this sharing of the resource use and the
subsequent efficient overall use of the resource that gives the yield
advantage to intercropping over monocropping. In general, legumes
absorb less amounts of nutrients in the early stages of growth and more
from full bloom to maturity. Thus Dalai (1974) found that corn with
pigeon-pea makes a desirable intercropping system because the greatest
nutrient demand by the pigeon-pea occurs after the corn has completed
its growth cycle.
Spatial complementarity
Difference in the rooting system among plants is one of the major
factors that contributes to yield advantages of intercropping over
monocropping (Tothill, 1948). Martin and Snaydon (1982) suggested that
both the differences in the rooting depths and the uses of resources at
different times could increase the water use efficiency in
intercropping situations. According to ICRISAT (Annual Report 1977-
1978), a com.plementary rooting habit is the most probable factor for
better water use efficiency of intercropping versus monocropping.
15
Willey et al., (1982) suggested that overall morphological and
physiological differences between the intercropped species were
responsible for yield advantages of intercropping systems over
monocropping systems. When crops with different root distributions are
intercropped, both upper and lower layers of the soil will be better
exploited and this will lead to better absorption of the soil moisture
(Gupta and Mather, 1964). Lingegouda et al., (1972) stated that when
crops of different growth habits are grown together, the total
environment will be exploited more effectively and greater yields will
be achieved than with monocropping. In fact, shallow rooting crops
cannot extract the soil nutrients in the deeper soil layers. Thus,
Berendse (1982) suggested that a combination of a deep rooting crop
with a shallow rooting crop leads to a better nutrient utilization in
deep soil layers. With a shallow rooted crop alone, these nutrients
would either leach or remain unused.
In spite of the great increase in intercropping studies during
recent years, there have been inconsistent results as to whether
intercropping: a) induces deeper rooting, b) increases water use
efficiency, and/or, c) provides maximum advantage under water stress.
Moreover, the question may be raised as to whether it is the below
ground or the above ground plant interaction that gives the yield
advantage frequently associated with intercropping,
Willey (1979) showed the possibility that a deeper rooting crop
could be forced even deeper when grown in combination with a shallow
rooting crop in an intercropping situation. In a millet/sorghum
16
intercropping system, Andrews (1972) showed that each crop produced
larger root systems than in a monoculture system with the component
crops. Whittington and O'Brien (1968) observed more phosphorous
absorption from the deeper layers of the soil in a crop mixture than in
monoculture. Pearson (1966) stated that the deepest root penetration
occurs under the lowest moisture treatments. Crocioni (1951) showed
that potato and sunflower could make a beneficial mixture due to the
diverse depths of the two root systems. He indicated that potato
encouraged the sunflower to root more deeply. Apples and grapes
produced deeper root systems when mixed with other crops (Baldy, 1964).
Gregory and Reddy (1982) in a pearl millet/peanut intercropping system,
found that the distribution and the total length of roots in an
intercrop system was intermediate between the two monocrop situations,
even though there was a slight increase (10-15%) in root length beneath
the intercrop, compared to the monocrop. Natarajan and Willey (1980a)
in a sorghum/pigeon-pea study showed that sorghum root concentration
dominated the top soil (15 cm) while pigeon-pea root concentration was
the greatest in the lower soil layers (15-30 cm). They concluded that
there was no evidence that intercropping could change the root
distribution in any significant way that might result in a better use
of the soil moisture.
Scientists are also divided on whether intercropping increases or
decreases water use efficiency. Kurtz et al., (1952) stated that under
intercropping conditions, changes in soil moisture were more rapid,
partly because of the increased moisture utilization by the
17
intercropped species than the component crops. Aiyer (1949) suggested
that the combination of intercropping cover (short and spreading) and
taller (upright growth) reduced soil evaporation and increased the
water use efficiency. He also stated that the cover crop could
decrease soil evaporation while the taller crop provides shade
protection from dessication and breaks the wind velocity. Others
(Ferguson et al., 1970; Baker and Norman, 1975; Hedge and Saraf, 1979)
reported that intercropping increases water use efficiency. Willey
(1982) was dubious as to whether increased water uptake in an intercrop
is the cause or effect of increased yield. Nararajan and Willey (1982)
found no difference in the total water use efficiency between
sorghum/pigeon-pea intercropping system, and the monocultures of
sorghum and pigeon-pea. Under dryland conditions, De and Singh (1979)
predicted intercropping to have greater total consumptive use and water
use efficiency than monoculture, but water use efficiency could
decrease due to shading and the subsequent decrease in yield of the
shorter legume. Baker and Norman (1975) could not get reliable
information on water use efficiency in intercropping.
Arguments also exist about the possibilities that intercropping
may maximize advantages under stress. Kass (1978) in his literature
review, concluded that a crop mixture performs better in the dry
season. Baker and Norman (1975) showed that the farther north one
proceeds in Nigeria, the drier it gets, and the more intercropping
becomes dominant. Evans (1960) and Paner (1975) found that when water
availability and precipitation were favorable, intercropping showed no
18
yield advantage over the monocrops; in fact, the monocrops out-yielded
the intercropped crops. Willey (1982) and ICRISAT's Annual Report for
1981 stated that an intercropping advantage is greater under low
fertility (nitrogen deficiency) and water stress. As was indicated by
Mather (1961) as the supply of a resource goes down, the interaction
between plants in an intercropping situation goes from cooperation to
competition. With competition, better root distribution (length and
density) is achieved which can result in improved utilization of the
potential resources in the soil. According to ICRISAT (Annual Report
1977-1978), intercropping produces no yield advantage when moisture and
other resources are adequate. Snaydon (1971) stated that intercropping
becomes more effective as the supply of a resource goes down. Snaydon
and Harris (1979) found the greater the availability of a resource
supply, the less the advantage of intercropping over monocropping. In
an intercropping system of sorghum and corn with phaseolus bean and
cowpea, Marfe et al., (1979) found greater advantages associated with
intercropping when water was limiting. In general, all these studies
report that intercropping has a yield advantage under stress.
Resources in the soil are commonly limiting in the semi-arid
tropics where intercropping is most commonly practiced. Perhaps this
is why many researchers have concluded that the below ground plant
interaction is more important than the above ground interaction in
achieving the yield advantage in intercropping. Litav and Isti (1974)
suggested that it is almost entirely the below ground and not the above
ground interaction that determines the competition effect in
19
intercropping. Martin and Snaydon (1982) showed a greater effect of
the below ground than of the above ground interaction in an
intercropping study. It should be noted that roots are dependent on
shoots for carbohydrates, growth regulators, and organic substances.
On the other hand, shoots depend on roots for their water, minerals,
and growth regulators. Even though roots absorb water and minerals
from the soil, it is mainly due to the transpirational pull exerted by
the transpiring leaves. Therefore, maintenance of balance in growth
and function between roots and shoots is indispensable for the
successful growth of the plant. Willey and Reddy (1981) indicated that
intercropping benefits are due mainly to the light interaction (shoot
competition or above ground plant interactions), but states that below
ground interactions are more important than the above ground when below
ground sources are limiting. Snaydon and Harris (1979) gave more
importance to the below ground than the above ground competition that
permits the yield advantage in intercropping. Remison and Snaydon
(1980) working with Dactyl is glomerata and Holcus lanatus showed the
supremacy of the root competition over shoot competition. From the
analysis of competition between plants of Trifolium repens L., Snaydon
(1971) indicated that root competition begins before shoot competition
and has a greater effect than the shoot growth. Seshardi et al.,
(1956) compared bunch to spreading peanuts and indicated that the bunch
type grew taller and had more shading than the spreading type. In
conclusion, he preferred the spreading type as being more suitable for
intercropping. According to the report from ICRISAT (Annual Report,
1979-1980) water loss from peanuts decreased by the shading effect
20
produced by millet when these two crops were grown together
(intercropped). Natarajan and Willey (1980b) showed that when pigeon-
peas were intercropped with sorghum, pigeon-peas produced a higher
harvest index than either crop alone. They also found that leaf area
indices of the pigeon-peas were reduced due to the shading effect of
sorghum while leaf area indices in sorghum showed no differences.
Radke and Hagstrom (1976) found that when a short and a taller crop
were intercropped, the shorter crop would grow taller and produce more
dry matter with greater leaf area and yield due to the taller crop
acting as a wind protector and altering the microclimate for the
shorter crop. Reddy and Willey (1979) were unable to show any real
evidence that would indicate that root systems in intercrop systems are
more efficient than root systems in monocrop systems.
Row Arrangements for Maximization of Intercropping Benefits
It is difficult to determine optimum planting arrangements and
plant populations for intercropped species because these factors vary
from one environment to another. Kass (1978) indicated, however, that
planting in alternating rows will provide greater returns than the
other intercropping patterns, i.e., random, strip, relay, and mixed
intercropping systems. Dalai (1974) also showed a greater advantage
* Mixed intercropping (random): Growing two or more crops simultaneously with no distinct row arrangement. Stripped intercropping: Growing two or more crops simultaneously in different strips wide enough to permit independent cultivation but narrow enough for the crops to interact agronomically. Relay intercropping: Growing two or more crops simultaneously during part of the life cycle of each. A second crop is planted after the first crop has reached its reproductive stage of growth but before it is ready for harvest (Andrews and Kassam, 1976).
21
of alternate rows in a corn/pigeon-pea intercropping system, wherein he
obtained maximum protein and achieved maximum absorption of potassium,
calcium, and magnesium. ICRISAT (Annual Report, 1979-1980), showed a
higher LER value from a 1:2 row arrangements of a peanut/sorghum
intercropping system under severe stress. As Chetty and Rao (1979)
found, resourse sharing in intercropping is only possible when the
mixed crops are adjacent to each other, and Kass (1978) stated that the
farther the intercropped species are separated, the more the
intercropping advantages decrease.
Effects of Moisture Stress on the Growth of Peanuts and Sorghum
Peanuts
Nageswara et al., (1985) examined the effect of moisture stress
imposed at different growth phases on peanuts (Cultivar Robust 33-1).
They found that the lowest pod yields resulted from the most severe
stress (in the continuous water stress). In addition, as the water
deficit increased, the ratio of kernel to pod weight was hardly
affected by the water deficit, suggesting that peanuts only initiated
pods that it could subsequently fill. This prolonged the water deficit
effect on the establishment of pods. Others (Stansell et al., 1976;
Vivekanandan and Gunasena, 1976; Pallas et al., 1979) have shown that
continuous water deficit reduces dry matter production. Slatyer (1955)
and Allen et al., (1976) stated that water deficits inhibit leaf and
stem expansions as turgidity is reduced.
22
Water stress imposed from emergence until start of peg initiation
resulted in a more favorable distribution of dry matter into the
reproductive components. When the water stress occurred from the start
of flowering to the start of kernel growth, the total biomass and the
pod yield decreased. One important factor that influences yield when
drought occurs at this stage (pegging) is the moisture content of the
topsoil. According to Cox, (1962); Underwood et al., (1971); and Boote
et al., (1976) the greatest reduction in pod yield has been due to the
hard topsoil. The greatest reduction in pod and kernel yields occurred
from the stress of water at the start of kernel growth to maturity.
According to Matlock et al., (1961); Boote et al., (1976); Pallas
et al., (1979); Underwood et al., (1971) and Ono et al., (1974) soil
water available in the top 4 to 5 cms of the profile is of critical
importance for peg and pod development. They stated that fruit
initiation is continuous after the start of kernel growth, so the soil
water deficit during the pod filling stage reduces both the initiation
and development of pods.
Ono et al., (1974) found that because of the high soil
temperatures, pegging may not result in the development of pods. Allen
et al., (1976) and Boote et al., (1976) suggested that the growth of
pods in the soil may be affected by inadequate moisture in the root
zone, and Skelton and Shear (1971) stated that lack of calcium uptake
by developing pods may affect the growth of pods in the soil.
23
Sorghum
Chauduri and Kansemasu (1982) conducted a field study during the
1980 growing season to determine the effects of soil moisture gradient
on sorghum water relationships and the growth and yield of four
hybrids. From their investigation, they made the following
conclusions: a) dry matter production, LAI (Leaf Area Index) and plant
height increased as the watering level increased. As the water
supplied was increased, xylem water potential increased and leaf
diffusive resistance decreased, b) Increasing the watering levels
increased the water use efficiency for total dry matter and grain
yield. Magnitudes of water use efficiency were greater for total dry
matter production than for grain yield under different watering levels,
c) Increasing the supply of water increased grain sorghum yields.
Yields of sorghum hybrids correlated well with water use, average
canopy temperatures and canopy temperature minus air temperature.
Data Analysis
It is widely accepted that intercropping out-yields monocropping,
but problems exist in assessing the degree of yield advantages of
intercropping over monocropping. As Willey and Osiru (1972) showed,
there is a danger in comparing the combined yield of intercropped
species with yield from monocropped species, because competition in
intercropping usually results in a different proportion of final yields
than from monocropping. Oyejola and Mead (1982), and Huxley and Maingu
(1978) stated that it is important to compare the yield of
24
intercropping with that of monocropping at the optimum population and
spacing. Mead and Willey (1980) presented three reasons why it is
important to assess intercropping advantages. First, interpretation of
the yield advantage of an intercrop in a given situation or season may
be quite different from that of longer term effects. (It is impossible
to predict which single crop would be higher yielding in any given
season.) A second type of assessment is required where it is desired
that the intercropping system will provide a full yield of a main crop
(i.e., as much as in the monocrop), and some additional yield of a
second crop. For instance, this situation occurs where the main crop
is a highly valued source of cash which the farmer is not prepared to
sacrifice. The third and the most common situation is where
intercropping gives a yield advantage if two of the required crops
produce more yield as an intercrop combination than when grown
separately. This latter situation occurs where the farmer needs to
grow more than one crop, whether intercropped or not, to spread labor
peaks, reduce marketing risks, or to satisfy different requirements.
Assessment of this situation involves comparisons between the combined
intercrop yields and the yield of some combination of monocrops (i.e.,
the total from each monocrop).
According to Willey (1979) the most general useful single index
for expressing the yield advantage in intercropping is probably the
Land Equivalent Ratio (LER). LER is defined as the relative land area
required for monocrops to produce the same yields as intercropping. It
can be written as:
25
Where L. and Lg are the LERs for the individual crops.
Y. and Yg are the individual crop yields in intercropping.
S« and Sg are the yields of the monocrops.
Mead and Willey (1980) stated that LER has three advantages.
First, it provides a standardized basis so that crop yields can be
added to form "combined" yields, i.e., LER can be compared between
different situations and even between different crop combinations, but
they admit to some problems in this case. Secondly, comparison between
individual LERs (L« and Lg) can indicate competitive effects (Willey,
1979) and the third and the most important is that the total LER can be
taken as a measure of the relative yield advantage. For instance, a
LER of 1.2 indicates a yield advantage of 20%, or that 20% more land
would be required as a monocrop to produce the same yields as with
intercropping.
There are two unavoidable problems with the use of LER. First,
since LER is defined as a ratio, large values can be obtained because
of large yields in intercropping, but large values can also be obtained
because of small yields in the corresponding monocrops. The second
difficulty in using LERs as a measure of biological efficiency to
compare different situations is the implicit assumption that the
harvested proportion of the two crops are exactly those that are
required in each situation. Willey (1979) stated that LER application
does not estimate the need for the presentation of absolute yield in
intercropping experiments. Mead and Riley (1981) showed that LER can
26
be large either because intercropping yields are higher, or monocrop
yields are smaller, and encouraged the inclusion of absolute yields in
the analysis of intercropping research. Mead and Stern (1979) stated
that a variety of indices should be used for the determination of the
total yield and discouraged the use of any single measurement. Faris
et al., (1983) said that in assessing intercropping yield advantages,
it is important to consider both the LER and the absolute yield.
Pearce and Gil liver (1978) showed that the bivariate analysis of
variance is required when two variates must be dealt with in
conjunction. They showed that in order to use the bivariate method,
one must assume the same degree of competition for all treatments.
Mead and Riley (1981) suggested the use of bivariate method with LER
because, they said, the bivariate method assumes that the correlation
between yield for the two crops is constant for all treatments.
CHAPTER IV
RESULTS AND DISCUSSION
Water Extraction Patterns
The water extraction patterns of monocropped peanuts shortly after
emergence, anthesis, and at physiological maturity are shown in Figure
1. During the period from emergence to anthesis, the greatest decrease
in water content occurred at the more shallow depths of 15 to 75 cm.
The greater utilization of water from the surface depths would be
expected in the earlier phases of plant growth as the root system is
much more extensive at depths above 75 cm (Gregory and Reddy, 1982).
Between anthesis and physiological maturity, much more water was
extracted at depths below 75 cm as the water content at the more
shallow depths was depleted and root systems apparently proliferated at
the deeper depths. At 165 cm, the maximum depth sampled, water content
decreased from 19 to 15 percentage points (Figure 1). Obviously there
must have been differences in water content between the two sampling
dates below 165 cm.
These data indicate that peanuts grown in monoculture system
develop wery effective root systems deep into the caliche horizons.
The difference of 4 percentage points at the 165 cm depth indicates
that root systems were well developed beyond the deepest sampling
depth.
Above 75 cm, water content increased about 5 percentage points
between the sampling depths of 45 and 75 cm and held steady at even the
15 cm depth. This was due to 55 mm of rainfall between August 9 and
27
28
Volumetric soil water content (5)
0
E o
0 --
1 5 ••
30 ••
45 •-
6 0 ••
75 •-
90 •-
105 --
120 ••
135 •-
150 •-
165 -•
5 10 15 20 -+—
25 -i
••-
•o-
• • -
PI
P2
P3
Figure 1 Volumetric soil water content (%) versus depth (cm) for monocropped peanuts shortly after emergence (PI), anthesis (P2), and at physiological maturity (P3)
29
September 12 (the third sampling date was September 24). Thus, there
was sufficient rainfall in September to partially recharge the upper
profile to about 45 cm depth (Table 1).
The water extraction patterns for monocropped sorghum at the three
soil water sampling dates are shown in Figure 2. As with monocropped
peanuts, during the period from emergence to anthesis, change in soil
water content over time decreased with increasing depth. The greatest
decline in soil water content from the first to the second sampling
dates occurred at depths above 105 cm, amounting to 8 percentage points
at 15 and 45 cm, and about 5 percentage points at 105 cm and below.
During the period from anthesis to physiological maturity, water
content at the deeper depths continue to decline, with the lowest water
content observed at the 135 cm depth at physiological maturity. Above
135 cm, soil water content at the third sampling date steadily
increased from 10% volumetric soil water content found at the 135 cm to
21% at the 45 cm depth. This value was followed by a decline to 13% at
the 15 cm depth. Again, the reason for the greater water content at
the more shallow depths was because of rainfall received between
anthesis and physiological maturity.
The volumetric soil water content for the peanut-sorghum
intercropping system at the three sampling dates is shown in Figure 3.
The pattern is similar to that just discussed for monocropped sorghum
and the only difference observed between the two was at the second
(anthesis) sampling date. This difference will be discussed in
conjunction with Figure 5.
30
Table 1, Rainfall during the summer of 1985 at the Texas Tech Farm (North of Fourth Street).
Date Amount Total
May 7 35.5 May 8 3.O ^,^y 15 29;3 May total = 123.6 mm May 17 10.0 May 20 5.5 May 22 46.3 June 1 9.0 June 3 5.0 June 4 37.5 June 6 37.5 June 10 15.0 June total = 126.8 mm June 11 4.3 June 18 12.5 July 1 6.0 July 16 1.3 July 22 1.3 July total = 63.1 mm July 23 0.3 August 9 3.3 August 11 11.0 August 15 33.5 August total = 53.8 mm
August 23 6.0
September 12 0.3
September 13 10.5
September 14 16.0 September total = 95.3 mm
September 19 37.5
September 20 31.0 _ _ _ _ _ _ _ _
31
Volumetric soil water content (%)
0
E
Q.
CD
0 '-
15--
30--
45 •-
60 •'
75 •-
90 •'
105 •-
120 ••
135 ••
150 ••
165 --
5
Figure 2
10 — f —
15 -4—
20 —+—
25 — <
•• -
•o-
••-
SI
S2
S3
Volumetric soil water content (%) versus depth (cm) for monocropped sorghum shortly after emergence (SI), anthesis (S2), and at physiological maturity (S3)
32
Volumetric soil water content (%)
<_)
0
0
15
30
45 "•
60 •-
7 5 ••
90 •-
^ 105 +
^ 120--
135 ••
150 -•
165 ••
5 -+-
10 -4—
15 -+—
20 —+—
25 — I
Figure 3. Volumetric soil water content (%) versus depth (cm) for peanut-sorghum intercropping system shortly after emergence (II), anthesis (12), and at physiological maturity (13)
33
Figure 4 shows a comparison of jjhe water extraction patterns of
monocropped and intercropped peanuts shortly after anthesis. There
were no differences apparent at this stage, although there were
pronounced visual differences in plant size. Monocropped peanut plants
were much larger and more luxuriant than those in the intercrop plots.
Lack of any differences in extraction patterns at this stage is
difficult to reconcile, although 55 mm of precipitation occurred
between anthesis and physiological maturity.
A comparison of the soil water content in monocropped and
intercropped sorghum shortly after anthesis is shown in Figure 5. At
the more shallow depths, there were no differences but, at 135 cm,
monocropped sorghum plots showed almost 5 percentage points less water
than for intercropped sorghum. This implies, of course, that the
intercropped sorghum plants must have been extracting moisture from the
adjacent peanut rows. At the 165 cm depth, the difference in water
content was about 3 percentage points, thus the difference in the
extraction patterns continued to some depth below 165 cm.
Figure 6 compares the moisture extraction patterns of monocropped
and intercropped peanuts at the third sampling date, September 24,
which represented the physiological maturity stage for sorghum (not for
peanuts). Peanuts were approaching maturity at this stage, although
the plants were still green and probably consuming some moisture. At
the 15 cm depth, there was no difference in moisture content because of
recharge from September rainfall, but at the 45 cm depth the
intercropped peanuts showed a water content of 6 percentage points
34
u
0
0
15 --
30 ••
45 -•
60 ••
75 ••
90 ••
120 --
135 ••
150 --
165 •-
Volumetric soil water content (%)
5 10 -+-
15 —f—
20 —+—
•v o.
• v Q
• o
25 -H
••- P2
•o- 1P2
Figure 4. Volumetric soil water content (%) versus depth (cm) for monocropped peanuts (P2) and intercropped peanuts (IP2) shortly after anthesis
35
Volumetric soil water content {%)
E o
QJ
0 J— 0
15 -•
30 •-
45 •-
60 •-
7 5 ••
90 -•
105 ••
120 •-
135 •-
150 ••
165 ••
5 10
—H-
15
-f-
20
— f —
• o
• Q
2 5
—I
Figure 5. Volumetric soil water content (%) versus depth (cm) for monocropped sorghum (S2) and intercropped sorghum (IS2) shortly after anthesis
36
Volumetric soil water content (%)
0
E o
Q.
Q
0 •-
1 5 "
30 •-
45 -•
60 -•
75 -•
90 -•
105 -•
120 -•
135 ••
150 •-
165 -•
5 10 • H —
15 -4—
20 —h-
25 -H
O^^
o •
Figure 6. Volumetric soil water content (%) versus depth (cm) for monocropped peanuts (P3) and intercropped peanuts (IP3) at physiological maturity
37
greater than for monocropped peanuts. At 75 cm the difference in water
content was 4 percentage points. At the 105 cm and deeper depths the
differences were minimal. A possible explanation for the higher
moisture content of the intercropped peanuts at the 45 cm depth could
relate to plant size. The monocropped plants were much larger and were
probably utilizing considerably more moisture than the more stunted
plants in the intercrop system. Yield data also verify this
assessment.
Soil water extraction patterns for monocropped versus intercropped
sorghum are presented in Figure 7. At the shallow depths (15 and 45
cm), there was no difference in water content between the two systems,
but at 45 cm, the intercropped sorghum showed 6 percentage points less
soil water than the monocropped sorghum. Soil water then declined
under both system to essentially the same value (11 percentage points)
at the 105 cm depth. At the 165 cm depth, both systems showed a value
of about 12 percentage points. The much lower value at 45 cm in the
intercropped plots is probably due to water extraction by the
intercropped sorghum from the adjacent peanut rows. Obviously the
values obtained at 105 cm and below for both monocropped and
intercropped sorghum (and peanuts) reflected the extent to which water
has been utilized from the lower profile during the course of the
season. Moreover, at some point in time, water must have been depleted
to an equal or more likely to a greater extent at depths of 15 to 75
cm, where the bulk of both peanut and sorghum roots would be expected
to be located. From Figures 1 and 2, it is apparent that at the
38
Volumetric soil water content (%)
0
E (J
Q. (U
0 --
15 -•
30 ••
45 •-
60 ••
75 --
90 ••
105 ••
120 ••
135 ••
150 ••
165 ••
5
-+• 10 -4—
15 -f-
20 — » —
25 — «
o •
• o
Figure 7. Volumetric soil water content (%) versus depth (cm) for monocropped sorghum (S3) and intercropped sorghum (IS3) at physiological maturity
39
beginning of the season, water content between 75 and 165 cm depth
averaged about 22%. At the second sampling date (July 7 and 8 ) , this
value had dropped to about 19% in monocropped peanuts, 16% in
monocropped sorghum, and 16 to 20% in the intercropping system
(depending on depth). By the third sampling date (September 24),
monocropped sorghum and the peanut-sorghum intercropping system at
depths of 135 to 165 cm were showing values of only 12 to 13 percentage
points. Peanut monoculture was a little higher with values of 14 to
15% at 135 to 165 cm. Due to the recharging effect of rainfall in
August and September, we do not know how extensive water depletion was
in the upper profiles. However, there were no significant differences
(P<0.05) in the amount of soil water extracted to a depth of 180 cm by
either monocropped or intercropped peanuts or sorghum at the second and
third gravimetric soil sampling dates (Table 2). It seems likely that
the upper 45 cm were alternately depleted and recharged during the
growing season. The fact that extensive water extraction occurred from
the lower profiles under both monocropping and intercropping systems
indicates that water was not available in the upper profiles during
peak use periods (Figures 5 and 6).
Table 2. Soil water content (mean values expressed as percent) of monocropped and intercropped peanuts and sorghum at the second and third gravimetric soil water sampling dates.
Sampling Peanuts Sorghum
Time Monocrop Intercrop Monocrop Intercrop
Second 10.40 a 10.65 a 9.80 a 11.02 a
Third 8.56 a 8.73 a 9.09 a 8.04 a Means with the same letters within each crop are not significantly different at the 5% probability level.
40
Grain and Nut Yields
Mean yields of both peanuts and sorghum grown in the two cropping
systems are shown in Table 3. Peanut yield was significantly greater
in monoculture while sorghum yield was significantly greater in the
alternate row intercrop system.
Table 3. Mean yield (kg/ha) of peanuts and sorghum grown in monoculture and alternate-row intercrop culture.
Peanuts Sorghum Monocrop Intercrop Monocrop Intercrop
541 a 176 b 3632 a 4744 b
Means with the same letters within each crop are not significantly different at 5% probability level.
Although water extraction patterns associated with the two systems were
not significantly different (Figure 7 ) , peanuts grown in alternate rows
with sorghum were obviously stressed for water at periodic intervals
between the sporadic rainfall that fell during July and August. More
frequent soil-water determinations on a regular basis (10 to 14 days)
would have probably revealed water stress in intercropped peanuts,
particularly at depths above 75 cm that is not revealed in Figures 1
and 7. A consideration of the extraction pattern for the third soil
water sampling date in Figures 2 and 7 provide adequate grounds for
speculation. It is readily apparent that soil water declines from the
165 cm depth up to the 105 cm depth (Figure 7) for both the monocropped
and intercropped peanuts, then suddenly begins increasing due to
41
recharging from rains. What is not revealed by these figures is the
extent to which soil water was extracted from the upper profile prior
to recharge. A comparison of water content at the deeper depths
(Figure 1) at the first and third sampling dates, however, reveals a
considerable decline in water content at these depths, thus it would
appear that the upper profile suffered an even greater decline than the
lower depths during this same period. Unfortunately, however, the
infrequent soil water sampling dates employed in this research neither
defined the extent of the extraction from the upper depths nor the
difference that must have been manifested between monocropped and
intercropped peanut soil moisture levels.
The significant increase in sorghum yield obtained from
intercropping over that obtained from monocropping can be accounted for
by assuming that sorghum roots extracted water from under the adjacent
peanut rows. Sorghum, a C. plant, is much more photosynthetically
efficient than the C^ peanut plants. One reason for this is because of
their ability to effectively utilize soil moisture reserves. Sorghum
plants produced deep and extensive root systems, and as a consequence
were much more competitive (12 percentage points) for soil water uptake
from emergence to physiological maturity at the 165 cm depth. Figure 7
shows the relative differences in water content between monocropped and
intercropped sorghum at physiological maturity. There are no
differences at the lower depths, and the values at the upper depths do
not explain the declines in sorghum yield between monocropping and
intercropping because of the rains which recharged the upper profile.
42
Nevertheless, it would appear that the increase in yield of
intercropped sorghum over monocropped sorghum had to result from
additional moisture extraction from under peanut rows.
It is generally accepted that intercropping will out-yield
monocropping, but there are problems in comparing the combined yield of
the intercropped species with yield of a single crop because
competition in intercropping frequently results in a different
proportion of final yields over that of a monocrop (Willey and Osiru,
1972).
According to Willey (1979), the use of the Land Equivalent Ratio
(LER) is probably the best single index for expressing the yield
advantage in an intercropping system. The LER is defined as the land
area required as a monocrop to produce the same total yield as produced
by intercropping.
The LER calculated for the present study is shown below.
LER = Y^/S^ + Yg/Sg where;
Y. and Y^ are the individual crop yields in intercropping. A D
S. and So are the yields of monocrops. A D
176/541+3632/4744
0.3254+7656 = 1.09 = LER
These calculations indicated a yield advantage of 9% for the
peanut-sorghum intercropping system over the monoculture combinations
of peanuts and sorghum.
43
Harvest Index
The harvest index defined as the ratio of the economic yield to
the biological yield (total dry weight) is shown in Table 4.
Table 4, Harvest indices (%) of monocropped and intercropped peanuts and sorghum.
Peanuts Sorghum Monocrop Intercrop Monocrop Intercrop
20 a 17 a 39 a 38 a
Means with the same letters within each crop are not significantly different at 5% probability level.
There were no significant differences in the harvest index between
monocropping and intercropping for either peanuts or sorghum. Davis
(1984) obtained similar results with cowpeas and sorghum in an
intercropping system.
Water Use Efficiency
Water use efficiency, defined as the ratio of kg of dry matter
produced per kg of water consumed, or as the ratio of dry matter
production (Y) to the amount of water transpired by a crop (T), is
shown in Table 5. Water use efficiency was calculated as the total
above ground dry matter production divided by total change in
volumetric soil water content for sorghum, and as total dry matter
production divided by total change in volumetric soil water content for
44
peanuts. Biomass from the middle three rows of crops in each plot were
used to determine the water use efficiency values. No differences were
found between monocropping or intercropping of either peanuts or
sorghum. It was not possible to make valid calculations for the water
use efficiency values under the peanut-sorghum intercropping system
because of the extraction of water by the sorghum plants from under
peanut rows. Therefore, the values presented for intercropping in
Table 5 should not be considered as absolute.
Table 5. Comparisons of water use efficiency (kg/biomass/kg water) between monocropped and intercropped peanuts and sorghum.
Peanuts Sorghum Monocrop Intercrop Monocrop Intercrop
0.0020 a 0.0022 a 0.0040 a 0.0040 a
Means with the same letters within each crop are not significantly different at 5% probability level.
Chemical Composition of Peanuts and Sorghum
Kass (1978) states that when cereal grains are intercropped with
legumes, percent carbohydrates (calories) increases in the cereals,
while protein content of legumes decreases. Results of chemical
analyses of monocropped and intercropped peanuts and sorghum are shown
in Table 6.
Table 6. Chemical composition of monocropped and intercropped peanuts and sorghum (%).
45
Peanut Monocrop Intercrop
Sorghum Monocrop Intercrop
Oil
Total proteins
48.4 a
36.4 a
2 Total carbohydrates n.a.
47.1 a
36.0 a
2 n.a.
n.a.
n.a.
79.0 a
n.a.
n.a.
76.1 a
Means with the same letters within each crop &re not significantly different at 5% probability level.
1 At approximately 3 to 4 percent moisture level.
Not analyzed
There were no significant differences in either oil or protein content
of peanuts or carbohydrate content of sorghum grown in either monocrop
or intercrop culture.
CHAPTER V
SUMMARY AND CONCLUSIONS
1. There were no significant differences (P<0.05) detected in the
amount of soil water extracted to a depth of 180 cm by either
monocropped or intercropped peanuts or sorghum.
2. There were pronounced visual differences in plant size between
monocropped and intercropped peanuts, with monocropped peanut plants
being much larger and more luxuriant than intercropped plants.
3. Nut yield of monocropped peanuts was significantly greater
(P<0.05) than nut yield of intercropped peanuts.
4. Grain yield of intercropped sorghum was greater (P<0.05) than
grain yield of monocropped sorghum.
5. The failure to detect significant differences in the soil water
extraction patterns between monocropped and intercropped peanuts and
sorghum may be accounted for by the infrequent soil water sampling
dates, and by the 55 mm of rainfall which occurred between August 9 and
September 12. The patterns associated with this rainfall would have
provided partial recharge of the upper profile on at least three
different occasions (Table 1).
6. There were no significant differences (P<0.05) in the harvest
indices between monocropped and intercropped peanuts or sorghum.
7. There were no significant differences (P<0.05) in the chemical
composition (protein and oil content) between monocropped and
intercropped peanuts or total carbohydrate content between monocropped
and intercropped sorghum.
46
47
8. A Land Equivalent Ratio (LER) of 1.09 was obtained for the peanut-
sorghum intercropping system, which indicates a 9% advantage in the
total yield of this system compared to the combined yields of the
monocropped peanuts and sorghum.
9. Based on number 8 above, it would appear that the frequent use of
intercropping systems by small family farmers in Somalia, may in fact,
have some merit in certain circumstances. There is however, much to be
learned about the compatibility of sorghum and peanuts in an
intercropping system. Thus the results of this thesis research
suggests additional research on peanut-sorghum intercropping under
local Somalian conditions might be more useful in formulating more
productive agronomic practices.
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APPENDIX A
CARBOHYDRATE ANALYSIS
Reagents
0.2 N HCl-16.67 ml of concentrated HCl made up to 1 liter with
distilied water.
Anthrone-Reagent -- to a cold water bath 340 ml of concentrated
H^SO^ were added to 140 ml of distilled water, and cooled to room
temperature. Then 5.0 grams of thiourea and 0.25 grams of anthrone
were added to the mixture.
Glucose stock solution -- in a 100 ml volumetric flask, 1 gram of
glucose was added to make 200 ml with distilled water. 1 ml of this
solution was diluted to 100 ml in a volumetric flask. This is
equivalent to 0.1 mg glucose/ml solution.
Standard -- 1 ml of glucose solution was added to 10 ml of
anthrone reagent, and was heated with samples in the heated block.
This had a reading of approximately 0.27 on the linear absorbance on
the spectrophotometer.
Blank -- 1 ml of distilled water was added to 10 ml of anthrone
reagent and heated with samples in the block. The spectrophotometer
was set at a zero reading. This blank and all the sample and the
standard were read against it (read at the end of run).
56
57
Equipment
Boiling flask - flat bottom - 300 ml
Reflux apparatus
Funnels
Whatman No. 2 filter paper
100 ml volumetric flasks
Test tubes - 20 * 150 mm and racks, or any size that could hold 11
ml of liquid.
Acid resistant dispenser
Heater block or hot water bath
Spectrophotometer and cuvets
Cold water bath
Procedure
1. Exactly 0.5 grams of plant material was weighed using an
analytical balance, and were placed in a 300 ml boiling flask or
flask appropriate to reflux apparatus.
2. Put 60 ml of N HCl in each flask and heated for 2 hours at a
gentle boil on a reflux apparatus. Swirl samples once or twice
during extraction to wash plant material down sides of boiling
flasks.
3. Cool samples to room temperature (Ice backer). Filter through
Whatman No. 2 filter paper into 100 ml volumetric flasks.
4. Add distilled water to bring filtrate up to 100 ml. Stopper and
invert several times to mix.
58
5. Pipette 1 ml aliquot from filtrate in (100 ml volumetric flask)
diluted with 4 ml distilled water in a test tube. Mix on vortex
mixer.
6. Repipette 1 ml aliquot from dilution into another test tube. Add
10 ml anthrone reagent by acid resistant repipette dispenser to
each test tube. Mix thoroughly using a vortex mixer.
7. Heat sample, glucose standard and blank for 15-20 minutes in a
heater block set at 97°C (temperature of heater block, not sample)
or a hot water bath using a hot plate and a large (1000 ml) beaker
filled with water. Bring water to boil and put test tubes in
water bath.
8. Remove test tubes from heat and place immediately in a cold water
bath until samples cool to room temperature.
9. Remove from bath. Zero spectrophotometer using the blank. Read
absorbance of each sample and standard. Spectrophotometer set at
612 nm and warmed up.
10. Compare readings to standard set of values developed using glucose
at known concentrations.
Glucose Test Standard
1 ml of each of the following was added to 10 ml of anthrone
reagent, mixed well in a test tube and heated for 15-20 minutes in
heater block at 97°C. Absorbance was then read at 612-620 nm on the
spectrophotometer.
59
1. 1 gram of glucose (dextrose/100 ml of distilled water out
range).
2. 10 ml of solution 1 + 90 ml of distilled water = 2.712.
3. 5 ml of solution 1 + 95 ml of distilled water = 1.390.
4. 1 ml of solution 1 + 99 ml distilled water = 0.306.
% carbohydrate = Sample absorbance
approximately 0.027
APPENDIX B
OIL EXTRACTION FROM PEANUTS
1. Shelled peanuts were oven-dried at approximately 60°C overnight.
2. 10 grams of peanuts were taken as a sample from each plot and were
ground using a 20 mesh screen (20 per cm).
3. 5 grams of ground peanuts v/ere put into an extraction tube.
4. 80 millimeters of petroleum ether were added to the pre-weighed
volumetric flasks containing the ground peanuts and the mixtures
were heated for 4 hours.
5. Petroleum ether was separated from the oil by heating.
6. After heating, the flasks containing oil were weighed. The
original flask weights were subtracted to determine the weight of
oil, and the percentage of oil was determined by dividing the
weight of the oil by the weight of the original material.
% oil = ^^^'9*^^ °^ °'^ X 100 weight of original material
60
APPENDIX C
VOLUMETRIC SOIL WATER CONTENT FROM EACH DEPTH OVER THE GROWING SEASON
Table 7. Water content from each depth of peanuts and sorghum plants after emergence, after anthesis of grain sorghum plants, and at physiological maturity of sorghum plants in percentage.
Time
1
2
3
Depth (cm)
15 45 75 105 135 165
Total cm of water in profile
15 45 75 105 135 165
Total cm of water in profile
15 45 75 105 135 165
Monocrop Peanuts
%
19.0 22.0 22.5 23.1 22.5 21.0
39.03
9.0 13.5 18.0 19.5 19.5 19.5
29.70
14.0 14.2 8.0 10.5 14.0 15.0
Monocrop Sorghum
%
17.0 23.4 22.0 21.5 21.0 24.0
38.67
9.3 15.0 15.0 16.5 15.6 18.3
26.91
13.5 21.0 15.0 12.0 10.5 12.5
Intercrop Sorghum/Peanuts
19.0 25.0 23.0 23.0 21.3 24.3
40.68
9.0 15.0 16.0 18.2 19.1 21.0
29.49
13.5 18.0 12.0 10.0 12.0 13.5
Total cm of water 22.71 25.35 23.70 in profile
61
62
Table 8. Water content of monocropped sorghum and intercropped sorghum from each depth shortly after anthesis and at physiological maturity of sorghum plants expressed in percentages.
Time Depth (cm)
15 45 75 105 135 165
Monocropped Sorghum
%
9.3 15.0 15.0 16.5 15.6 18.3
Intercropped Sorghum
%
9.0 16.0 16.0 18.0 20.1 21.3
Total cm of water in p r o f i l e
26.90 30.12
15 45 75
105 135 165
13.5 21.0 10.0 12.0 10.5 12.5
13.5 19.5 12.0 9.5
12.0 13.5
Total cm of water in p r o f i l e
25.35 24.00
63
Table 9. Water uptake of monocropped peanuts and intercropped peanuts from each depth shortly after anthesis and at physiological maturity of grain sorghum plants, expressed in percentages.
Time
2
3
Total cm in profi'
Depth (cm)
15 45 75 105 135 165
of water le
15 45 75 105 135 165
Monocropped Sorghum
%
9.0 13.0 17.0 18.3 18.5 18.5
28.30
14.3 13.5 10.5 11.0 14.0 15.0
Intercropped Sorghum
%
10.5 14.0 15.5 18.5 18.0 20.0
29.95
13.5 20.3 12.0 9.5 12.0 13.5
Total cm of water in profile
23.49 24.30
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