Impact of Planting Techniques on
the Productivity of the Cotton-Wheat Rotation in Punjab, Pakistan
Ansaar Ahmed1*, Imtiaz Hussain2,
Hafiz Nasrullah3, Ibni Amin Khalil4, Basharat
Ali3, Abdul Hamid5 and Muhammad Imtiaz6
1CIMMYT –
Pakistan, Cereal Crops Research Institute, Pirsabaq, Nowshera, Pakistan
2National
Agriculture Research Center, Islamabad, Pakistan
3Agronomic
Research Station, Bahawalpur, Pakistan
4Agriculture
Research Institute, DI Khan, Pakistan
5CIMMYT –
Pakistan, Ayub Agriculture Research Institute, Faisalabad, Pakistan
6CIMMYT
Pakistan, CSI, NARC, Park Road, Islamabad, Pakistan
*For correspondence: a.ahmad@cgiar.org
Received 19 April 2022;
Accepted 09 July 2022; Published 31 July 2022
Abstract
Wheat following cotton covers around 2.15 – 2.30-million-hectare
area annually in Pakistan. After last picking of
cotton, cotton sticks are removed for land preparation that causes delayed
planting of wheat in cotton – wheat cropping system. Sowing wheat later
than November 20, after the autumn cotton crop, can reduce wheat yields by 1%
or more per day because of poor crop stands and exposure to terminal heat at
grain-filling stage. This can be addressed through “relay planting” of wheat in
standing cotton, which also allows a final picking of cotton. In this study,
cotton was planted on wide beds manually, on narrow beds mechanically, or
hand-drill planted on the flat surface during three seasons (2014‒2017). Wheat was drill sown following the removal of
cotton sticks and land preparation or into standing cotton on narrow beds, wide
beds, or flat fields. Results indicated that higher cotton emergence and seed
yield with manual planting on wide beds and mechanized bed planting on prepared
land than with planting on the flat. Relay planting of wheat helped to complete
planting in standing cotton during November 04–14, a month earlier than
farmers’ conventional practice. Average wheat grain yield was significantly
higher (5.0‒5.2 t ha-1) in relay-planted wheat under
three management settings (narrow beds, wide beds and flat fields) than in
conventionally-sown wheat after cotton stick removal (4.1‒4.3 t ha-1). Relay planted wheat had 10%
higher tillering and 20% more grains per spike
and saving of USD 90 (Pak Rs. ~ 14,000) per hectare from land preparation costs.
The benefit-cost ratio (BCR) for relay planting of wheat on wide beds was 1.61,
superior to the BCRs for all other planting/management methods tested and
suggesting that cotton-wheat farmers in Punjab Province should adopt this more
productive and profitable option. © 2022 Friends Science Publishers
Keywords: Wheat production
systems; Environment; Crop rotation; Profitability; Sustainability and management
Introduction
Wheat (Triticum
aestivum L.) is grown on around 9 million hectares (nearly 40% of cropped
land) in Pakistan, with an average annual production exceeding 25 million tons
during 2016-2017 (PES 2016‒2017). This
production accounts for more than 70% of the nation’s staple food, over 10% of
value added in the agriculture sector and 2.2% of the GDP (Usman
2016). With regards to cotton (Gossypium hirsutum L.), Pakistan was
the 4th largest producer after China, USA and India, with a 7.4%
share in the global market during 2016‒2017. Cotton
exports accounted for 46% of Pakistan's total exports and provided 35%
employment to the labor force (PES 2016‒2017). Around
2.49 million hectares are currently under cotton, which accounts for 15% of
Pakistan’s total cropped area (PES 2016‒2017).
The cotton–wheat (CW) rotation (2.49 million ha) is the
widely practiced cropping system in Pakistan. Farmers lack of suitable
machinery for the direct drilling of wheat into heavy cotton stubble after the
last picking of cotton necessitates the removal of cotton sticks and
preparation of a seed bed, prior to sowing wheat. Moreover, farmers always
wanted to have last picking of cotton that result in delayed planting of wheat.
Studies have shown a 1‒1.5% per
ha/day yield reduction for wheat sown after 20 November (Nasrullah et al.
2010; Hussain et
al. 2012a), largely due the crop’s exposure to high temperatures at
grain filling stage during March–April (Hussain et al. 2012b; Shirdelmoghanloo
et al. 2016; Mastilovic et al. 2018).
Relay cropping of wheat, whereby the
seed is sown directly into standing cotton sticks, could help to address these
issues. Relay planting facilitates sowing of wheat in cotton and allows farmers
to pick cotton right up to the end of the crop cycle and thereby capture the
full market price for their produce. Resource-conserving management practices
such as reduced or zero tillage can increase productivity while lowering
economic or environmental costs, improving soil health and promoting timely
planting of wheat (Singh et al. 2018; Page et al. 2020; Kumar et
al. 2021). Growing crops on beds has been shown to save irrigation water
and labor costs, without sacrificing crop productivity as well as facilitating
fertilization applications and improving nutrient uptake and use (Naresh et
al. 2017; Ahmed et al. 2018).
Most farmers in Pakistan grow cotton on flat fields,
where light rain showers after planting can cause soil surface crusting that
restricts seedling emergence and results in poor plant stands, a critical
constraint to profitable yields. Growing cotton on raised beds, rather than
flat fields or ridges, has been shown to improve seedling emergence and
germination, partly by eliminating soil surface crusting (Gursoy et al. 2011;
Ahmed et al. 2013), as well as increasing soil moisture content,
reducing root penetration resistance, and improving cotton seed yields by 30‒35% and lint yields by 25% (Akbar et al. 2015;
Aslam et al. 2018).
In cotton-wheat system of the Punjab, all of the studies
were conducted either on wheat or cotton crop. Information regarding planting
technique effects on the productivity of both crops of cotton-wheat system is
lacking. Keeping in view this situation, various planting techniques of cotton
and wheat were studied in cotton – wheat system of the Punjab with objectives
of evaluation of planting techniques effects on the productivity of cotton-wheat
system and select suitable techniques for farming community in cotton-wheat
cropping system.
Materials and Methods
Field trial was conducted for three years (2014‒2017) at the Agronomic Research Station (ARS), Bahawalpur, Punjab (29.38°N
Latitude, 71.65°E Longitude and 116 m Altitude). The climate there is hot and dry in summer and cold and dry in winter, with maximum
temperature of 48ºC and minimum temperature of 7ºC. Wind and dust storms are
frequent during the summer and average annual rainfall is around 200 mm. Samples from the trial-area soils (0‒15 and 15‒30 cm depths) show them to be loam of pH 7.9, organic matter content of
0.66% and total soil Nitrogen 0.05%, available phosphorus of 10 mg kg-1
and available potassium of 70 mg kg-1.
Starting in June 2014 with
cotton as the first crop, we tested seven sowing/cropping combinations for the
cotton-wheat rotation in three successive years (T1 to T7;
three for cotton and four for wheat), under a randomized complete block design
with three replications. The area of each plot was 550 m2. The
techniques tested for cotton were manual planting on wide beds (75 cm,
including furrow); planting with hand drill on prepared flat surface and
mechanized bed planting of cotton with bed planter. For wheat the techniques
tested were broadcasting of wheat after land preparation; bed planting of wheat
after land preparation; relay planting of wheat in standing cotton on flat
surface, wide beds (75 cm, including furrow) and narrow beds and zero till
planting on bed using a bed planter. The details regarding various practices
used in different planting combinations are described below and summarized in
Table 1.
Crop husbandry
After harvest of a preceding
wheat crop, wheat residues were rotavated into the soil and broadcasted 60 kg
ha-1 of phosphorous as diammonium phosphate
(DAP) and 50 kg ha-1 nitrogen (N) in the form of urea. Potassium was
applied 40 kg ha-1 in the form of Sulphate of Potassium (SOP). The
seedbed was prepared with two cultivator operations followed by planking. In
treatments T1 and T2, wide (75 cm, including furrow) beds
/ ridges were made using a cotton ridger and cotton variety FH-142 (bushy, heat tolerant, yellow pollen) was manually sown at a rate of 8 kg of seed ha-1, dropping 2‒3 seeds into holes 23 cm
apart. In treatments T3 and T4, variety FH-142 was sown
with a hand drill at a rate of 18 kg of seed ha-1 on the flat, with
75 cm between rows and 23 cm between plants. In treatment T5, cotton
seed was sown in a single row on each raised bed using a National Multicrop
zero-till bed planter (National Agro Industries, Ludhiana, India) with 75 cm
between rows. In treatments T6 and T7, the bed planter
was used in one operation to shape the beds, apply DAP, and sow cotton seed at
18 kg seed ha-1 directly into standing wheat residues in single rows
on each bed, with a separation of 75 cm between rows.
During the growing season, 57,
28 and 28 kg N ha-1 were applied as urea at square initiation,
flowering and boll development, respectively. Cotton planting and harvesting
dates are mentioned in Table 2 and 3.
Wheat planting after the cotton crop
After cotton picking, cotton
sticks were removed in treatments T1, T3 and T5.
Land was prepared using one rotavator pass and Table 1: Planting techniques tested in
a cotton-wheat cropping system trial in Bahawalpur
Method |
Cotton |
Wheat |
T1-Farmer practice for cotton and wheat (wide beds) |
Land prepared and manual planting on edges of 75 cm wide beds |
Land prepared and seed broadcasted |
T2-Farmer practice for cotton, relay planted wheat (wide
beds) |
Land prepared and manual planting on edges of 75 cm wide beds |
Relay cropping of wheat in standing cotton, seed broadcasted |
T3-Farmer practice for cotton and wheat (flat) |
Land prepared and planting with hand drill on flat surface with
row-to-row distance of 75 cm |
Land prepared and seed broadcasted |
T4-Farmer practice for cotton, relay planted-wheat (flat) |
Land prepared and planting with hand drill on flat surface with row-to-row
distance of 75 cm |
Relay cropping of wheat in standing cotton, seed broadcasted |
T5-Mechanized sowing for cotton and wheat (beds) |
Land prepared and planting with multi-crop bed planter and row to row
distance of 75 cm |
Land prepared and planting in two rows using a multi-crop bed planter |
T6- Mechanized ZT for cotton and wheat (beds) |
Zero till bed planting using a multi-crop bed planter into residues,
with a row-to-row distance of 75 cm |
Zero till planting in two rows using a multi-crop bed planter after cotton
sticks removed |
T7-Mechanized ZT for cotton and relay-planted wheat (beds) |
Zero till bed planting using a multi-crop bed planter into residues,
with a row-to-row distance of 75 cm |
Relay cropping of wheat in standing cotton, seed broadcasted |
Table 2: Sowing and harvesting dates of the cotton and wheat
crops
Season |
Crop |
Sowing
date |
Harvesting
date |
Kharif
2014 |
cotton |
10.
05. 2014 |
29.10.2014 |
Kharif
2015 |
cotton |
14.
05. 2015 |
22.10.2015 |
Kharif
2016 |
cotton |
16.
05. 2016 |
25.10.2016 |
Rabi
2014-15 |
wheat |
Relay:
15.11.2014 Normal:
02.12.2014 |
Relay:
12.04.2015 Normal:
18.04.2015 |
Rabi
2015-16 |
wheat |
Relay:
05.11.2015 Normal:
04.12.2015 |
Relay:
10.04.2016 Normal:
16.04.2016 |
Rabi
2016-17 |
wheat |
Relay:
12.11.2016 Normal:
28.11.2016 |
Relay:
11.04.2017 Normal:
19.04.2017 |
Table 3: Comparison of meteorological data during the growing cycle at ARS
Bahawalpur for 2014-15, 2015-16 and 2016-17
Month |
Average minimum temperature (°C) |
Average maximum temperature (°C) |
Rainfall (mm) |
||||||
2014 |
2015 |
2016 |
2014 |
2015 |
2016 |
2014 2015 |
2016 |
||
January |
6.5 |
6.9 |
7.5 |
19.3 |
17.4 |
18.5 |
0.0 |
0.0 |
0.0 |
February |
9.4 |
11.3 |
9.2 |
21.4 |
22.8 |
24.7 |
71.9 |
15.0 |
38.4 |
March |
14.6 |
15.0 |
16.2 |
27.0 |
26.0 |
28.7 |
49.3 |
104.6 |
105.2 |
April |
20.6 |
22.6 |
21.6 |
35.1 |
35.7 |
36.5 |
32.5 |
53.3 |
13.0 |
May |
25.5 |
25.7 |
27.8 |
38.4 |
39.9 |
41.3 |
220.0 |
234.3 |
107.1 |
June |
30.1 |
27.3 |
30.1 |
41.6 |
38.6 |
41.4 |
0.0 |
109.9 |
72.9 |
July |
29.7 |
27.3 |
29.4 |
38.8 |
35.7 |
39.0 |
182.9 |
115.1 |
340.1 |
August |
28.0 |
27.5 |
28.4 |
37.5 |
36.2 |
37.2 |
39.9 |
71.0 |
44.5 |
September |
25.9 |
24.8 |
26.2 |
35.3 |
35.3 |
37.4 |
48.0 |
64.8 |
0.0 |
October |
20.7 |
20.7 |
21.3 |
32.9 |
33.2 |
35.3 |
39.9 |
22.1 |
0.0 |
November |
13.1 |
13.9 |
13.9 |
28.2 |
27.6 |
29.0 |
0.0 |
0.0 |
0.0 |
December |
8.0 |
8.1 |
10.6 |
20.2 |
22.2 |
24.2 |
0.0 |
0.0 |
0.0 |
Total Rainfall (mm) |
|
|
|
|
684.3 |
790.1 |
721.2 |
afterwards 115 kg ha-1
P2O5 in the form of DAP was broadcasted and a seedbed
prepared through two cultivator passes and planking. Seed of wheat variety
Jauhar-16 was broadcasted, followed by shallow cultivator tillage and planking
to incorporate the seed. In treatments T5, wheat seed of same
variety was sown with DAP fertilizer (115 kg ha-1 P2O5)
into standing cotton residues/sticks in two rows on each bed, the tops of which
are 75 cm apart, using the National Multi-crop zero-till bed planter. Afterwards, in treatment T6, wheat seed were drilled in two rows on each
raised bed with the help of National Multi-crop Zero till bed planter. The seed
rate for wheat for the above treatments was 125 kg ha-1. In treatments T2, T4 and T7,
wheat was relay cropped, sowing the seed into the standing cotton crop. In this
technique, wheat seeds were soaked in water for 5 to 6 h and dried in the open
air for 5 to 6 h. The field was irrigated and the previously soaked and dried
wheat seed was broadcasted in standing cotton in early November (05 November)
at a rate of 136 kg of seed ha-1. After the last picking of cotton
in December, cotton sticks were removed from the field. Fertilizer (P2O5,
K2O and 50 kg ha-1 N in the form of urea) was applied
after removal of cotton sticks with a post-planting irrigation. After removal
of the cotton sticks the herbicide Pendimethaline was applied at 3 l ha-1.
For relay-planted wheat, 80 kg of urea per ha was
applied with the second irrigation. In the other management systems, N was
applied as urea at a rate of 70 kg ha-1 in the first and second
irrigations. Wheat planting and harvesting dates are shown in Table 2.
Economic
analysis
Economic analysis was carried out using actual
expenditures for activities and inputs and prevailing prices for cotton and
wheat in National market. A simple economic analysis such as total cost (TC),
gross return (GR), net return (NR) and benefit-cost ratio (BCR) for wheat and
cotton planted under different methods are shown in Table 6. Costs of
cultivation under various treatments were estimated using approved rates for
inputs fixed by the RARI, Bahawalpur, Punjab. Inputs include seed, pesticide,
fertilizer, labor and machinery for land preparation, irrigation, harvesting
and threshing. Gross returns were calculated for cotton and wheat based on
national market rate in all years. Net income was calculated as the difference
between gross income and total costs (Cameron and Trivedi 2009; Hussain et
al. 2020).
Statistical analysis
Analysis of variance (ANOVA) was conducted on recorded
data using statistix v. 8.1 software, according to Paolo (2002) for
genotype-by-environment (G × E) interactions over years (Table 4). Means were
compared using the least significant differences (LSD) test at a 5% level of
probability. Where G × E was significant, we further analyzed data using a
GGE-biplot, a graphical approach to identify the responsive planting methods
for wheat and cotton (Yan and Kang 2003).
Results
Wheat
yield and yield contributing traits
The ANOVA revealed significant (P ≤ 0.01) differences in seedling emergence, tiller m-2,
thousands grain weight and grain yield in different year and planting method as
well as interaction of year and planting method (Table 4). While comparing
different planting method means, number of seedlings ranged from 191 to 219 m-2,
number of tillers 373 to 427 m-2, thousand grain weights 40.9 to
42.8 g and grain yield 4073 to 5221 kg ha-1. The fewest wheat
seedlings (191) were observed in T5 (Mechanical planting of wheat on
beds), while the greatest emergence (219) was observed in T4 (relay
planting on the flat land; Table 5). Due to significant G×E for seed emergence,
data was further analyzed using GGE biplot. All planting method combinations in
the biplot arranged in a way that the most responsive are placed on the
vertices and the remainder inside the polygon (Fig. 1). Responsive planting
systems were those having either the best or the poorest performance in one or
both years (Yan and Rajcan 2002).
Data for
different years are labelled in uppercase letters. The whole biplot is divided
into various sectors and the most important one is vertex 6, where data of both
years are present. The presence of number of seedlings of both years data in
this sector 6, showed that T2 (relay planting on wide beds) has
out-performed all other planting systems across years. Furthermore, T4
(relay planting on the flat) also performed well (Fig. 1). Whereas, T6
(mechanized ZT on narrow beds) had the fewer number of tillers (373 m-2)
and T2 (relay planting on wide beds) had the highest number of 427
tillers m-2 (Fig. 2). Lower thousand grain weight (40.9 g) was in T5
(mechanized wheat planting on beds) while thousand grain weight (42.8 g)
was highest in T2 (relay planting of wheat). The whole biplot for
thousand grain weight has two important sectors (1 and 5) where data of all
years are present. In Sector 1, T2 (relay planting of wheat) has the
highest thousand grain weight across both years. T4 and T7
(relay planting of wheat on the flat and raised beds) appeared in Sector 5,
suggesting their good performance for this trait in year 3 (Fig. 3). The lowest
wheat grain yield (4,073 kg ha-1) was recorded in farmer practice (T3),
which was due to late planting of wheat. However, Relay planting of wheat in
residue after mechanized planted cotton (T7) produced a maximum
grain yield of 5,221 kg ha-1 (Table 5). The biplot showed that
treatment T7 (relay planting on beds with residue) outyielded all
other methods across years. Moreover, yields of relay planted wheat on flat and
beds (T2 and T4) were at par with relay planting on beds
with residue T7 (Fig. 4).
Cotton
yield and yield contributing traits
The ANOVA revealed significant (P ≤ 0.01) differences in plants ha-1, bolls plant-1,
100-boll weight (HBW) and cotton grain yield in different year and planting
method as well as interaction of year and planting method (Table 4). While
comparing planting methods and year’s effect, number of plants ha-1
ranged from 37,400 to 51,900,
number of bolls plant-1 ranged from 35 to 40, hundred boll weight ranged from 320 to 337 g and cotton grain yield
ranged from 2,114 to 2,983 kg ha-1
(Table 5). The lowest plant stand of 37,400 ha-1 was recorded in T6
(ZT mechanized bed planting), whereas the best cotton stand 51,900 plants ha-1
was observed in T2 (manual planting on wide beds). Because of
significant interaction effects between planting methods and years, data
was further analyzed using GGE biplot method. Cotton plant stand was higher in
Treatment T2 (manual planting on wide beds) followed by T1
(manual planting on wide beds)
and T5 (mechanized bed
planting) (Fig. 5) in comparison with rest of planting methods.
Resultantly, cotton planted with T2 (manual planting on wide beds)
produced the highest (40 bolls plant-1) that were also at par with T5 (mechanized bed planting; Fig. 6). Lower
number (35 bolls plant-1) was recorded in T4
(cotton planted on flat surface) and T6 (cotton planted with ZT mechanized
bed). Hundred cotton boll weight of (337g) was recorded under T5 (mechanized
bed planting) that was also at par with T2 (manual planting of
cotton on wide beds; Fig. 7). While comparing cotton grain yield, highest grain
yield of 2,983 kg ha-1
was observed with T2 (manual planting on wide beds) and this
planting system for cotton proved the best across years. In addition, T1
(manual planting on wide beds)
similar to T2 and T5 (mechanized bed planting on prepared land) also performed well
across years (Fig. 8).
Economic
analysis
Fig.
1: Biplot based on emergence data of wheat
planted under seven different planting and management methods in cotton-wheat
rotations in Punjab, Pakistan, 2014-2017
Fig. 2: Biplot based on tillers data of wheat planted under seven different
planting and management methods in cotton-wheat rotations in Punjab, Pakistan,
2014-2017
Fig. 3: Biplot based on 1000-grain weight data of wheat planted under seven
different planting and management methods in cotton-wheat rotations in Punjab,
Pakistan, 2014-2017
Fig. 4: Biplot based on grain yield data of wheat planted under seven different
planting and management methods in cotton-wheat rotations in Punjab, Pakistan,
2014-2017
Fig. 5: Biplot based on plants per hectare data of cotton planted under seven different
planting and management methods in cotton-wheat rotations in Punjab, Pakistan,
2014-2017
Fig. 6: Biplot based on bolls per plant data of cotton planted under seven
different planting and management methods in cotton-wheat rotations in Punjab,
Pakistan, 2014-2017
The highest
cost of production (USD 1,478.6 ha-1) was observed for T5,
followed by T1 (USD 958.7 ha-1) and T3 (USD
958.7 ha-1). T2 and T4 had the lowest costs of
production (USD 920.0 ha-1). Resultantly, T2 provided the
highest net return (USD 1,478.6 ha-1), followed by T4
(USD 1,252.6 ha-1) and T6 had the lowest net returns (USD
859.2 ha-1). In term of cotton-wheat
Fig. 7: Biplot based on 100 boll weight data of cotton planted under seven
different planting and management methods in cotton-wheat rotations in Punjab,
Pakistan, 2014-2017
Fig.
8: Biplot based on grain yield data of cotton
planted under seven different planting and management methods in cotton-wheat
rotations in Punjab, Pakistan, 2014-2017
system, the cost-benefit ratio for T2 (1.61)
was the highest, followed by T4 (1.36). In these systems where relay
planting of wheat was done after farmer practice of cotton planting, yields
were higher with low cost of cultivation (Table 6).
Discussion
This study was focused to find the best method for
planting cotton and wheat in cotton-wheat cropping system. The yield of any
crop is primarily dependent upon plant population that is affected by planting
technique. In South Asia and Pakistan, suitable planting machinery is not
available for sowing of crop in standing cotton residue, so early sowing of
wheat into standing cotton is possible only by by broadcasting of seed.
Tillering determines the green photosynthetic area responsible for carbohydrate
formation, grain filling and final grain yield. In this study, manual planting
of cotton on wide beds followed by relay wheat provided suitable conditions for
germination of both cotton and wheat, as well as better wheat tillers per unit
area, cotton bolls per plant. Better tillering of wheat might be due to early
sowing of wheat in standing cotton, as compared to the delayed sowing in other
planting treatments that required time for cotton sticks removal and land
preparation for wheat planting. Higher thousand grain weight for relay-cropped
wheat could be attributed to a longer grain filling period available to the early
sown crop. These results are in accordance with Hassan et al. (2020) and
Buttar et al. (2013). Hossain et al. (2012) who reported that
1000-grain weight decreased significantly in wheat with delay in sowing. This
is because delay in sowing shortens the duration of each development phase
which ultimately reduces the grain filling period leading to lower grain weight
(Al-Karaki et al. 2007). Relay seeding of wheat increased cotton grain
yield by creating opportunity for one additional picking, which was made
possible due to the extended growing period of the cotton for about 30 days.
This extra growing period for cotton helped in opening of the majority of the
immature bolls at the time of pulling out of cotton stalks leading to 11–14%
increase in seed cotton yield over conventional tillage wheat. Consistent with
our study, Shah et al. (2016) and Mubeen et al. (2022) recorded
significantly higher seed cotton yield under the relay seeding of wheat,
compared with cotton followed by conventional tillage wheat.
Grain yield
of wheat is a product of spike density, number of grains/spike and grain
weight. Relay planting of wheat into standing cotton help to plant wheat one
month earlier than the typical farmer practice of removal of cotton sticks and
planting after land preparation boosted all three yield parameters and
increasing grain yield by 19%. (Khan and Khaliq 2005) reported that the relay
seeded wheat produced 13.2% higher grain weight as compared to CTW. This is
consistent with the observation made by Buttar et al. (2013) who
reported 25% higher grain yield of wheat sown with a manual, walk-behind,
self-propelled relay planting machine than with CTW. Likewise, García et al.
(2016) and Nuttall et al. (2018) reported that wheat growing season was
reduced by about 12 days and grain yield of wheat declined significantly due to
higher average night temperatures during March. Relay seeding would allow
farmers to advance the planting date to the first week of November,
significantly improving wheat productivity. Relay seeding also promote adoption
of conservation agriculture practices that hold promise as an adaptive strategy
for climate change. The optimum time of wheat sowing in these areas is from
first week of November to third week of November. Seed cotton yield was also
significantly higher with relay seeding due to opportunity for one additional
picking, a result that accords with Shah et al. (2016) and Mubeen et
al. (2022).
This study
showed that relay planting of wheat in standing cotton so there is need to develop
appropriate planting machinery that can help to plant wheat into standing
cotton. Cotton grown on raised bed provide adequate space between the plants
for mechanical weed control and lessens competition for moisture, light and
nutrients, as well as fostering better translocation of photosynthates and
increased yields (Sayre 2004). Ahmed et
al. (2013) found
that wider spacing significantly increased sympodial branches, total number of
bolls per plant, and seed cotton weight per plant. Cotton sown into permanent
beds has better crop growth, higher lint yield, and better fiber quality than
cotton sown under conventional tillage (Roth et al. 2005). There is also a need to develop appropriate planting
machinery to plant cotton on raised bed.
Table
4: Pooled analysis of variance for wheat and
cotton under different planting and management methods in cotton-wheat
rotations in Punjab, Pakistan, 2014-2017
Source |
DF |
Cotton |
Wheat |
||||||
Plant ha-1 |
Bolls plant-1 |
HBW (g) |
GY (kg ha-1) |
Emer m-2 |
Tiller m-2 |
TGW (g) |
GY (kg ha-1) |
||
Year (Y) |
2 |
3.21E+08** |
21.3** |
726.4** |
821641** |
257.4** |
2364.1** |
2.9** |
2660877** |
Y*Rep |
6 |
2258513 |
0.63 |
22.5 |
2435 |
18.8 |
637.4 |
0.2 |
19298 |
Planting Methods (PM) |
6 |
2.84E+08** |
38.0** |
361.8** |
1060364** |
992.8** |
3695.5** |
5.3** |
2153218** |
Y*PM |
12 |
7221355** |
1.87** |
28.7** |
18369** |
58.8** |
744.7** |
0.5** |
141714** |
Error |
36 |
1478911 |
0.69 |
8.7 |
1962 |
20.3 |
176.2 |
0.2 |
28587 |
*, ** = significant at 5 and 1% level of probability
respectively, whereas NS = non-significant
HBW = Hundred boll weight; GY = Grain Yield;
Emer m-2 = Emergence m-2; TGW = 1000-grain Weight
Table
5: Mean values for various traits of wheat and
cotton planted under different planting and management methods in cotton-wheat
rotations in Punjab, Pakistan, 2014-2017
Treatments |
Wheat |
Cotton |
|||||||
Emergence m-2 |
Tillers m-2 |
TGW (g) |
GY (kg ha-1) |
Plants ha-1 (000) |
Bolls Plant-1 |
HBW (g) |
GY (kg ha-1) |
||
T1 |
Y1 |
209 |
411 |
41.0 |
4089 |
47.4 |
36 |
321 |
2616 |
Y2 |
213 |
381 |
40.8 |
4007 |
50.3 |
37 |
325 |
2911 |
|
Y3 |
212 |
397 |
41.2 |
4367 |
51.2 |
37 |
326 |
2996 |
|
Mean |
212 |
396 |
41.0 |
4155 |
49.6 |
37 |
324 |
2841 |
|
T2 |
Y1 |
221 |
427 |
43.0 |
4729 |
49.6 |
38 |
328 |
2772 |
Y2 |
223 |
429 |
42.5 |
5051 |
53.0 |
41 |
335 |
3067 |
|
Y3 |
222 |
426 |
42.8 |
5367 |
53.0 |
40 |
338 |
3110 |
|
Mean |
222 |
427 |
42.8 |
5049 |
51.9 |
40 |
334 |
2983 |
|
T3 |
Y1 |
213 |
396 |
41.7 |
4272 |
38.8 |
35 |
323 |
2412 |
Y2 |
212 |
384 |
40.9 |
4089 |
44.3 |
36 |
330 |
2607 |
|
Y3 |
210 |
405 |
42.1 |
4546 |
48.7 |
38 |
332 |
2730 |
|
Mean |
212 |
395 |
41.6 |
4302 |
43.9 |
36 |
328 |
2583 |
|
T4 |
Y1 |
216 |
403 |
42.3 |
4589 |
37.9 |
34 |
326 |
2356 |
Y2 |
219 |
422 |
42.6 |
5216 |
44.0 |
34 |
327 |
2349 |
|
Y3 |
221 |
422 |
42.8 |
5366 |
48.1 |
36 |
334 |
2675 |
|
Mean |
219 |
416 |
42.6 |
5057 |
43.3 |
35 |
329 |
2460 |
|
T5 |
Y1 |
185 |
352 |
40.7 |
3650 |
39.8 |
38 |
330 |
2630 |
Y2 |
191 |
389 |
41.1 |
4407 |
46.7 |
40 |
339 |
2923 |
|
Y3 |
207 |
404 |
42.1 |
4924 |
47.5 |
40 |
342 |
3020 |
|
Mean |
194 |
382 |
41.3 |
4327 |
44.7 |
39 |
337 |
2858 |
|
T6 |
Y1 |
191 |
340 |
40.0 |
3544 |
31.5 |
35 |
310 |
1810 |
Y2 |
197 |
375 |
40.7 |
4079 |
39.3 |
35 |
320 |
2104 |
|
Y3 |
204 |
404 |
41.8 |
4595 |
41.5 |
36 |
330 |
2429 |
|
Mean |
197 |
373 |
40.9 |
4073 |
37.4 |
35 |
320 |
2114 |
|
T7 |
Y1 |
211 |
410 |
42.0 |
4838 |
32.0 |
34 |
314 |
1973 |
Y2 |
214 |
421 |
42.2 |
5295 |
38.7 |
34 |
318 |
2166 |
|
Y3 |
219 |
428 |
42.4 |
5529 |
39.8 |
36 |
331 |
2370 |
|
Mean |
215 |
420 |
42.2 |
5221 |
36.8 |
35 |
321 |
2170 |
|
LSD (0.05) for Y |
2.8 |
8.3 |
0.3 |
105.8 |
0.76 |
0.5 |
1.8 |
27.7 |
|
LSD (0.05) for PM |
4.3 |
12.7 |
0.5 |
161.7 |
1.16 |
0.8 |
2.8 |
42.3 |
|
LSD (0.05) for Y × PM |
7.5 |
22.0 |
0.8 |
280.0 |
2.01 |
1.4 |
4.9 |
73.4 |
T1 = Manual planting on wide beds for cotton and
wheat; T2 = Manual
planting on wide beds for cotton, relay planted wheat on wide beds; T3
= Manual planting on flat for cotton and
wheat; T4 = Hand
drill planting on prepared land for cotton, relay planting on the flat; T5
= Mechanized bed planting on prepared land for cotton and wheat; T6 = Mechanized ZT on narrow beds for cotton and
wheat; T7 = Mechanized ZT for cotton and relay planting on beds with
residue for wheat
Table
6: Budget analysis of various planting and
management methods in cotton-wheat rotations in Punjab, Pakistan, 2014-2017
Treatments |
TC (US$ ha-1) |
GR (US$ ha-1) |
NR (US$ ha-1) |
BCR |
T1 |
958.7 |
2141.2 |
1182.7 |
1.23 |
T2 |
920.0 |
2398.4 |
1478.6 |
1.61 |
T3 |
958.7 |
2061.7 |
1103.2 |
1.15 |
T4 |
920.0 |
2172.4 |
1252.6 |
1.36 |
T5 |
1027.1 |
2186.6 |
1160.8 |
1.13 |
T6 |
949.7 |
1807.5 |
859.2 |
0.91 |
T7 |
927.7 |
2081.6 |
1154.6 |
1.25 |
LSD (0.05) |
1.6 |
107.1 |
107.1 |
0.113 |
TC= Total cost, GR= Gross
return, NR= Net return, BCR = Benefit-cost ratio
T1 = Manual planting on wide beds for cotton and wheat; T2
= Manual planting on wide beds for cotton,
relay planted wheat on wide beds; T3 = Manual planting on flat for cotton and wheat; T4
= Hand drill planting on prepared land for
cotton, relay planting on the flat; T5 = Mechanized bed planting on
prepared land for cotton and wheat; T6 = Mechanized ZT on narrow beds for cotton and wheat; T7
= Mechanized ZT for cotton and relay planting on beds with residue for wheat
Our economic
analyses show that relay planting of wheat into standing cotton on wide beds
produced higher yields with less expenditure. Many researchers also reported
lower costs of production in bed planting as compared to conventional method
(Reeves et al. 2000; David et al. 2003). Similarly, in several
studies intercropping gave higher economic returns than monoculture (Wasaya et
al. 2013; Shah et al. 2019).
Conclusion
This three-year study shows that manual planting of
cotton on wide beds and mechanized bed planting of cotton on tilled fields
would help to improve cotton productivity. In addition, relay planting of wheat
in standing cotton on narrow, wide beds and even on the flat surface
outperformed conventional wheat planting, after cotton stick removal and land preparation.
The productivity of cotton-wheat system was higher using zero-tillage to sow
cotton on beds, followed by relay cropping of wheat in standing cotton through
broadcasting and manual planting of cotton on wide beds followed by relay cropped
wheat in standing cotton through broadcasting. Relay cropping can boost yields
of both wheat and cotton and thus should be promoted in cotton-wheat regions of
South Asia including Pakistan.
Acknowledgments
Authors are thankful to the US Agency for
International Development (USAID) for financial support through the
Agricultural Innovation Program (AIP) for Pakistan.
Author Contributions
Imtiaz Hussain, Ansaar Ahmed and Muhammad Imtiaz conceived and designed
the trial. Hafiz Nasrullah, Basharat Ali and Abdul Hamid performed experiments
and collected data. Ansaar Ahmed
and Ibni Amin Khalil analyzed the data. Ansaar Ahmed, Imtiaz Hussain and
Muhammad Imtiaz wrote the paper.
Conflicts of Interest
The authors declare no conflict of interest. The founding- sponsors had
no role in the design of the study; in the collection, analyses, or
interpretation of data; in the writing of the manuscript and in the decision to
publish the results.
Data Availability
All relevant data are within the paper
and its supporting information files.
Ethics Approval
Not applicable in this paper.
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