3.1. Characteristics of soil water and salt movement in cotton fields varying in degree of salinization
3.1.1. Spatiotemporal variation characteristics of soil water content
Water content determination of soil layers at 0–200 cm depths in different types of cotton fields (Figure 1) shows that, soil water content increased gradually in ascending order of depth, the lowest water content was noted in April through June, while the highest water content was noted in July through August. Among variably salinized cotton fields, the severely salinized cotton field had the highest soil water content. In April through June, soil water contents of soil layers at 0–80 cm depths in the slightly salinized cotton field were 12.6%–19.8%, not evidently differing from those in the moderately salinized cotton field and 11.4%–30.5% lower than those in the severely salinized land; in July through August, soil water contents of soil layers at 0–140 cm depths were 14.1%–24.5%, which were 4.6%–15.5% lower than those in the moderately salinized cotton field and 9.6%–33.7% lower than those in the severely salinized cotton field; in September through October, soil water contents of soil layers at 0–140 cm depths were 13.9%–24.4%, which were 4.7%–12.8% higher than those in the moderately salinized cotton field and 4.2%–29.8% lower than those in the severely salinized cotton field.
3.1.2. Spatiotemporal variation characteristics of salinity
Soil salinity is an important indicator characterizing degree of salinization. Salt content determination of soil layers at 0–200 cm depths in different types of cotton fields (Figure 2) shows that, soil salt content increased gradually in ascending order of depth. In terms of variability between months, the highest salinity was noted in April through June while the lowest salinity was noted in July through August. In terms of variability between cotton fields varying in degree of salinization, the highest salt content was observed in the severely salinized cotton field, and the salt contents of each soil layer was not lower than 5.0 g·kg-1; in the slightly salinized cotton field, salt contents of soil layers at 0–140 cm depths were not higher than 3.0 g·kg-1; in the moderately salinized cotton field, salt contents of soil layers at 0–100 cm depths were 3.0–5.0 g·kg-1 in April through June, not higher than 3.0 g·kg-1 in July through August, and not more than 4.0 g·kg-1 in September through October; in the slightly and moderately salinized cotton fields, smaller differences in salt contents of soil layers at 0–140 cm depths in July through August were observed. Salt contents of soil layers at 0–140 cm depths in the slightly salinized cotton field in April through June were 39.2%–65.1% lower than those in the severely salinized cotton field, and 0.6%–42.9% lower than those in the moderately salinized cotton field; in July through August, the salt contents were 40.0%–77.0% lower than those in the severely salinized cotton field and 3.5%–43.1% lower than those in the moderately salinized cotton field; in September through October, the salt contents were 37.6%–73.4% lower than those in the severely salinized cotton field and 3.0%–51.2% lower than those in the moderately salinized cotton field.
3.1.3. Spatiotemporal variation characteristics of pH
Determination of pH for soil layers at 0–200 cm depths in different types of cotton fields (Figure 3) shows that, the severely salinized cotton field had higher pH values than other types of cotton fields; pH values of soil layers at 0–140 cm depths in the slightly salinized cotton field were lower than those in the moderately salinized cotton field, whereas pH values of other soil layers in various types of cotton fields did not differ significantly. In terms of variability of pH between months, the highest pH occurred in April through June while the lowest pH was observed in July through August. All the pH values of various soil layers in the severely salinized cotton field during the assay were greater than 8.0. In April through June, pH values of soil layers at 0–140 cm depths in the slightly salinized cotton field were 7.4–8.0, 5.8%–11.1% lower than those in the severely salinized cotton field and 3.5%–7.6% lower than those in the moderately salinized cotton field; in July through August, pH values remained at 7.0–7.5, 12.2%–17.2% lower than those in the severely salinized cotton field and 1.4%–3.7% lower than those in the moderately salinized cotton field; in September through October, pH values in the slightly salinized cotton field remained at 7.5–7.8, 5.0%–9.9% lower than those in the severely salinized cotton field and 5.0%–7.2% lower than those in the moderately salinized cotton field.
3.2. Photosynthetic characteristics of the cotton in cotton fields varying in degree of salinization
3.2.1 Leaf area index and chlorophyll content
The study shows that (Figure 4), for each type of cotton field, both leaf area index and chlorophyll content of the cotton canopy increased until peaking in the second half of August, and then started to decrease; the differences among cotton fields varying in degree of salinization were evident. In the severely salinized cotton field, values and ranges of variation of both indicators were smaller, remaining within narrower ranges throughout the reproductive stage; the values of both indicators in the moderately salinized cotton field in June and July were obviously lower than those in the slightly salinized cotton field, and when they peaked in the second half of August, their differences from those in the slightly salinized cotton field became smaller, then they decreased quickly; the values of both indicators in the slightly salinized cotton field were higher, and decreased more slowly at the late stage. In the slightly salinized cotton field, values of leaf area index were 0.33–4.38, 105.3%–290.0% higher than those in the severely salinized cotton field and 0.1%–73.2% higher than those in the moderately salinized cotton field; chlorophyll SPAD values were 34.8–49.6, 23.5%–54.3% higher than those in the severely salinized cotton field and 0.4%–38.0% higher than those in the moderately salinized cotton field.
3.2.2 Canopy apparent photosynthesis rate and canopy respiration rate
The study shows that (Figure 3), canopy apparent photosynthesis rate and canopy respiration rate of cotton in each type of cotton field increased until peaking in the second half of August, and then started to decrease; the differences in both indicators of the cotton between cotton fields varying in degree of salinization were significant. In the severely salinized cotton field, values and ranges of variation of both indicators were smaller; the values of both indicators in the moderately salinized cotton field in June and July were markedly less than those in the slightly salinized cotton field, and when they peaked in the second half of August, their differences from those in the slightly salinized cotton field became smaller, and then the values decreases quickly; the values in the slightly salinized cotton field were higher, and decreased more slowly at the late stage. In the slightly salinized cotton field, canopy apparent photosynthesis rates were 21.8–38.6 μmol/(m2s), 30.9%–339.5% higher than those in the severely salinized cotton field and 7.4%–183.6% higher than those in the moderately salinized cotton field; the canopy respiration rates were 3.65–9.51 μmol/(m2s), 46.0%–162.8% higher than those in the severely salinized cotton field, 3.6%–22.2% higher than those in the moderately salinized cotton field at the early reproductive stage, and 16.2%–25.3% lower than those in the moderately salinized cotton field at other reproductive stages.
3.3. Photosynthate accumulation and allocation characteristics of organs
Photosynthate accumulation and allocation determination for source and sink organs of cotton plants in different types of cotton fields (Table 2) shows that, for photosynthate accumulation of source and sink organs in the severely salinized cotton field, linear growth stage started and ended earlier, duration and active mass accumulation stage were shorter, and the maximum growth rate was smaller; source organs in the moderately and slightly salinized cotton fields differed not much in linear growth stage ending time and maximum growth rate onset time, but varied much in linear growth stage starting time; photosynthate accumulation of the sink organ increased with higher degree of salinization, linear growth stage ending time and maximum growth rate onset time were expedited, while the growth stage, maximum growth rate, and active mass accumulation stage decreased. In terms of photosynthate accumulation of the source organ, linear growth stage starting time, linear growth stage ending time, and maximum growth rate onset time in the slightly salinized cotton field were 2–5 d, 28–30 d, and 16–17 d later than those in the severely salinized cotton field, respectively, and -4 d, (-1)–3 d, and (-1)–(-3) d earlier than those in the moderately salinized cotton field, respectively; the linear growth stage, maximum growth rate, and active mass accumulation stage of photosynthate accumulation in the slightly salinized cotton field were 89.2%–98.7%, 57.1%–71.3%, and 89.2%–149.3% higher than those in the severely salinized cotton field, respectively, and 6.0%–16.9%, 8.0%–18.1%, and 5.9%–17.0% higher than those in the moderately salinized cotton field, respectively. In terms of photosynthate accumulation of the sink organ, linear growth stage starting time, linear growth stage ending time, and maximum growth rate onset time in the slightly salinized cotton field were 24–27 d, 38–50 d, and 31–39 d later than those in the severely salinized cotton field, respectively, and 14–18 d, 25–35 d, and 20–26 d earlier than those in the moderately salinized cotton field, respectively; the linear growth stage, maximum growth rate, and active mass accumulation stage of photosynthate accumulation were 44.3%–69.6%, 163.4%–182.1%, and 44.3%–69.6% higher than those in the severely salinized cotton field, respectively, and 28.7%–43.0%, 49.7%–50.6%, and 28.7%–43.0% higher than those in the moderately salinized cotton field, respectively.
Table 2 Characteristics of the photosynthesizing substance accumulation of source and sink in the cotton relative to soil saline-alkali level
Type of
the cotton field
|
Fitting equation
|
R
|
TPA
(kg·
hm-2)
|
T1
(d)
|
T2
(d)
|
T3
(d)
|
Vmax
(kg·
hm-2·d-1)
|
T0
(d)
|
P
(d)
|
2015
|
Source
organ
|
A
|
y=1625.7/(1+4971.2e-0.1424x)
|
0.9996**
|
1645.0c
|
51c
|
69b
|
18c
|
48c
|
60b
|
42c
|
B
|
y=3833.0/(1+115.0e-0.0606x)
|
0.9938**
|
3899.5b
|
58a
|
100a
|
42b
|
58b
|
78a
|
99b
|
C
|
y=4799.3/(1+75.6e-0.0571x)
|
0.9997**
|
4822.8a
|
53b
|
99a
|
46a
|
69a
|
76a
|
105a
|
Sink
organ
|
A
|
y=674.8/(1+203.2e-0.0789x)
|
0.9905**
|
710.6c
|
51c
|
84c
|
33c
|
13c
|
67c
|
76c
|
B
|
y=1417.0/(1+252.9e-0.0703x)
|
0.9987**
|
1439.8b
|
60b
|
97b
|
37b
|
25b
|
79b
|
85b
|
C
|
y=2746.5/(1+216.1e-0.0546x)
|
0.9980**
|
2762.4a
|
74a
|
122a
|
48a
|
38a
|
98a
|
110a
|
2016
|
Source
organ
|
A
|
y=1658.4/(1+368.2e-0.1005x)
|
0.9996**
|
1675.9c
|
46c
|
72b
|
26c
|
42c
|
59b
|
60c
|
B
|
y=3904.7/(1+113.6e-0.0621x)
|
0.9953**
|
3968.9b
|
55a
|
97a
|
42b
|
61b
|
76a
|
97b
|
C
|
y=4929.9/(1+55.5e-0.0531x)
|
0.9989**
|
4971.7a
|
51b
|
100a
|
50a
|
65a
|
76a
|
113a
|
Sink
organ
|
A
|
y=687.4/(1+160.4e-0.0789x)
|
0.9905**
|
723.9c
|
48c
|
81c
|
33c
|
14c
|
64c
|
76c
|
B
|
y=1434.7/(1+166.0e-0.0665x)
|
0.9961**
|
1465.5b
|
57b
|
97b
|
40b
|
24b
|
77b
|
90b
|
C
|
y=3071.1/(1+120.2e-0.0465x)
|
0.9927**
|
3092.8a
|
75a
|
131a
|
57a
|
36a
|
103a
|
129a
|
Note:A: Cotton field with heavy saline-alkali degree; B: Cotton field with middle saline-alkali degree; C: Cotton field with mild saline-alkali degree.The implications followed by different letters are significantly different at the 0.05 probability level at same classification in same year within a column.** means significant difference at P<0.01. T1 and T2 stands for beginning and ending date, respectively, of the photosynthesizing substance accumulation line, T3 for number of the days the process lasted, T0 for the date the highest growth rate appeared, and P for the active photosynthesizing substance accumulation period (up to 90% of the total accumulation)
3.4. Yields of cotton and yield components
Based on statistics of yield measurements and actual yields (Table 3), different types of cotton fields differed significantly in yield. In the slightly salinized cotton field, seed cotton yield was more than 3000 kg·hm−2, average lint yield reached 1200 kg·hm−2, and the lint yields were 91.0%–130.8% higher than those in the severely salinized cotton field and 36.0%–40.7% higher than those in the moderately salinized cotton field. The lint yields in the moderately salinized cotton field were above 900 kg·hm−2, 40.4%–64.0% higher than those in the severely salinized cotton field. It’s found in further analysis of yield components that, the cotton fields varying in degree of salinization differed significantly in number of harvested plants and number of bolls per unit area, the lower the degree of salinization, the more the number of harvested plants and number of bolls per unit area; differences in boll weight and lint percentage between the severely and the moderately salinized cotton fields were insignificant, and both indicators were significantly lower than those in the slightly salinized cotton field. No evident difference was noted in cotton yield and yield components in two severely salinized cotton fields. Therefore, number of bolls per unit area was the main contributor to lower cotton yield in the severely salinized cotton field, and boll weight and lint percentage limited further increase in the yield of cotton in the moderately salinized cotton field.
Table 3 Yield and yield components of the cotton relative to type of the cotton field
Year
|
Code
name
|
Plant No.
/(×104 plants·hm−2)
|
Boll density
/(×104 ·hm−2)
|
Boll
weight/g
|
Lint
percentage/%
|
Seed cotton
yield /(kg·hm−2)
|
Lint cotton
yield /(kg·hm−2)
|
2015
|
A
|
3.80±0.17c
|
32.5±1.53c
|
5.58±0.20b
|
38.0±1.86b
|
1733±48.9c
|
658.5±21.3c
|
B
|
4.57±0.18b
|
47.5±2.14b
|
5.51±0.23b
|
38.2±1.84b
|
2456±74.6b
|
938.2±31.9b
|
C
|
5.09±0.22a
|
52.7±2.48a
|
6.35±0.28a
|
38.7±1.91a
|
3298±115.4a
|
1276.3±42.8a
|
2016
|
A
|
3.48±0.16c
|
28.8±1.42c
|
5.36±0.24b
|
37.8±1.68b
|
1499±49.8c
|
566.6±24.7c
|
B
|
4.29±0.18b
|
44.7±2.15b
|
5.39±0.21b
|
37.9±1.74b
|
2388±66.6b
|
905.1±22.7b
|
C
|
5.04±0.20a
|
52.8±2.49a
|
6.37±0.26a
|
38.5±1.79a
|
3308±103.6a
|
1273.5±40.7a
|
Note:Different letters in the same column mean significant difference at the 0.05 probability level in the same year