Regional Sustainability ›› 2023, Vol. 4 ›› Issue (4): 359-368.doi: 10.1016/j.regsus.2023.10.001cstr: 32279.14.j.regsus.2023.10.001
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Houda RJILIa,*(), Mohamed JAOUADa, Chaker SELMIa,b
Received:
2023-01-07
Revised:
2023-07-20
Accepted:
2023-10-03
Published:
2023-12-30
Online:
2024-01-09
Contact:
* E-mail address: rjilihouda@yahoo.fr (H. RJILI).Houda RJILI, Mohamed JAOUAD, Chaker SELMI. Supplemental feeding on rangelands: new dynamics of the livestock in the El Ouara rangelands in southern Tunisia[J]. Regional Sustainability, 2023, 4(4): 359-368.
Table 1
Descriptive statistics of the selected variables."
Description of variable | Type of variable | Percentage of breeders who indicated yes (%) |
---|---|---|
Use of barley in autumn in the total flock diet (1=yes, 0=no) | Categorical | 75.61 |
Use of bran in autumn in the total flock diet (1=yes, 0=no) | 43.90 | |
Use of straw in autumn in the total flock diet (1=yes, 0=no) | 31.71 | |
Use of natural rangeland in autumn (1=yes, 0=no) | 46.34 | |
Use of barley in winter in the total flock diet (1=yes, 0=no) | 12.20 | |
Use of bran in winter in the total flock diet (1=yes, 0=no) | 7.32 | |
Use of natural rangeland in winter (1=yes, 0=no) | 58.54 | |
Use of barley in spring in the total flock diet (1=yes, 0=no) | 31.71 | |
Use of bran in spring in the total flock diet (1=yes, 0=no) | 29.27 | |
Use of agro-industrial by-products in spring in the total flock diet (1=yes, 0=no) | 7.32 | |
Use of natural rangeland in spring (1=yes, 0=no) | 82.93 | |
Use of barley in summer in the total flock diet (1=yes, 0=no) | 100.00 | |
Use of bran in summer in the total flock diet (1=yes, 0=no) | 63.41 | |
Use of straw in summer in the total flock diet (1=yes, 0=no) | 41.46 | |
Use of agro-industrial by-product in summer in the total flock diet (1=yes, 0=no) | 12.20 | |
Use of natural rangeland in summer (1=yes, 0=no) | 46.34 | |
Mean of breeders who indicated yes | ||
Cost of concentrate feed uses per year (USD/a) | Continuous | 7321.05 |
Cost of bran feed uses per year (USD/a) | 1568.19 | |
Cost of straw uses per year (USD/a) | 758.70 | |
Cost of agro-industrial by-product uses per year (USD/a) | 15.53 | |
Cost of purchased water (USD/a) | 254.67 |
Table 2
Descriptions of the explanatory variables considered in the logistic model."
Explanatory variable | Description of explanatory variable | Type of explanatory variable | Expected sign |
---|---|---|---|
Household size | Household size of persons (persons) | Continuous | + or - |
Breeder age | Breeder age (years old) | - | |
Cereal area | Farm area used for cereal crops (hm2) | + | |
Rangeland period | The period spent by the herd on rangelands (month) | + or - | |
Herd size | Total herd size in livestock units (such as sheep, goat, and camels). Livestock unit (LU) coefficient for camels is 1.00 and for sheep and goats is 0.15. | + or - | |
Another economic activity | Breeder practicing another economic activity other than livestock farming activity (yes or no) | Categorical | + |
Migrant remittance | Possession of income from emigrated family members (yes or no) | + | |
Agricultural development group membership | Breeder is an agricultural development group membership (yes or no) | + |
Table 3
General description of livestock farming features in the El Ouara rangelands."
Feature | Mean | Standard deviation |
---|---|---|
Average breeder age (years old) | 64.82 | 15.50 |
Household size (persons) | 5.74 | 2.94 |
Breeder practicing another economic activity (persons) | 41.21 | 10.36 |
Permanent labour (persons) | 1.80 | 0.40 |
Occasional labour (persons) | 1.72 | 0.45 |
Camel size (LU) | 23.50 | 42.05 |
Herd size (LU) | 71.64 | 74.89 |
Rangeland period (month) | 9.12 | 3.42 |
Transhumance period (month) | 2.38 | 1.82 |
Ownership vans | 1.12 | 0.33 |
Table 5
Description of the first five principal components of livestock feeding system."
Principal component | Observed variable | Correlation coefficient | Percentage of explained variance (%) | Percentage of accumulated variance (%) |
---|---|---|---|---|
PC1 | Cost of straw uses per year | 0.49 | 4.31 | 20.54 |
Cost of agro-industrial by-product uses per year | 0.54 | |||
Use of barley in autumn in the total flock diet | 0.69 | |||
Use of natural rangelands in autumn | 0.53 | |||
Use of natural rangelands in winter | 0.48 | |||
Use of barley in summer in the total flock diet | 0.41 | |||
Use of agro-industrial by-product in spring in the total flock diet | 1.56 | |||
Use of natural rangelands in summer | 0.63 | |||
PC2 | Use of barley in spring in the total flock diet | 1.05 | 3.45 | 36.98 |
Use of agro-industrial by-products in spring in the total flock diet | 2.22 | |||
PC3 | Cost of purchased water | 0.60 | 2.99 | 51.21 |
Use of bran in spring in the total flock diet | 0.62 | |||
PC4 | Use of barley in winter in the total flock diet | 1.96 | 1.73 | 59.45 |
Use of natural rangelands in spring | 0.75 | |||
Use of bran in winter in the total flock diet | 1.88 | |||
PC5 | Cost of concentrate feed uses per year | 0.47 | 1.42 | 66.21 |
Use of barley in autumn in the total flock diet | 0.32 | |||
Use of straw in autumn in the total flock diet | -0.28 |
Table 6
Statistics of the features of the four livestock feeding systems identified in the El Ouara rangelands."
Feature | Natural rangeland feeding system (n=9) | Rangeland-based feeding system (n=5) | Mixed feeding system (n=18) | Concentrate-based feeding system (n=18) |
---|---|---|---|---|
Camel size (LU) | 26.33±19.16 | 16.20±15.58 | 24.83±15.88 | 9.06±13.26 |
Herd size (LU) | 61.27±45.85 | 80.46±48.56 | 89.72±83.18 | 46.66±42.65 |
Rangeland period (month) | 12.00±0.00 | 9.20±2.77 | 8.44±4.00 | 6.22±3.41 |
Transhumance period (month) | 2.22±1.48 | 3.40±2.41 | 1.02±0.67 | 0.93±0.52 |
Ownership vans | 0.89±0.33 | 1.00±0.00 | 0.89±0.32 | 0.83±0.51 |
Family labour (persons) | 1.40±0.55 | 1.22±0.44 | 1.39±0.61 | 1.33±0.59 |
Permanent labour (persons) | 0.22±0.44 | 0.40±0.55 | 0.17±0.51 | 0.22±0.43 |
Occasional labour (persons) | 0.33±0.50 | 0.60±0.55 | 0.28±0.57 | 0.22±0.43 |
Watering cost (USD) | 238.22±265.38 | 85.86±168.59 | 96.00±214.66 | 467.55±1027.70 |
Concentrate cost (USD) | 0.00±0.00 | 5447.46±6751.65 | 7559.80±6831.53 | 13,206.40±8791.04 |
Straw cost (USD) | 0.00±0.00 | 370.98±784.27 | 529.00±881.28 | 2754.56±3450.66 |
Table 7
Logistic model estimation results of the selected eight variables."
Variable | β | Standard deviation | Wald | P-value | Odds ratio |
---|---|---|---|---|---|
Household size | -0.09 | 0.57 | 0.02 | 0.88 | 0.92 |
Breeder age | -0.20 | 0.10 | 3.89 | 0.05** | 0.82 |
Cereal area | 0.98 | 0.51 | 3.63 | 0.06** | 2.65 |
Rangeland period | -0.40 | 0.35 | 1.31 | 0.25 | 0.67 |
Herd size | -0.09 | 0.05 | 4.14 | 0.04** | 0.91 |
Breeder practicing another economic activity (yes) | 1.57 | 0.94 | 2.77 | 0.10* | 4.79 |
Breeder practicing another economic activity (no) | -1.57 | 0.94 | 2.76 | 0.10* | 0.21 |
Migrant remittance (yes) | -3.90 | 1.81 | 4.64 | 0.03** | 0.02 |
Migrant remittance (no) | 3.90 | 1.81 | 4.64 | 0.03** | 49.60 |
Agricultural development group membership (yes) | 2.49 | 1.44 | 2.99 | 0.08* | 12.06 |
Agricultural development group membership (no) | -2.49 | 1.44 | 2.99 | 0.08* | 0.08 |
Wald chi-square | 58.17 | ||||
Pseudo R2 McFadden | 0.83 | ||||
-2 Log (Likelihood) | 39.53 |
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