Soil fertility properties of different land use
The analysis results on the soil fertility characteristics of the main land use types in the province show that:
The values pH, organic matter (OM), total N, total P, cation exchange status capacity (CEC) and soil structure describe the soil fertility state of An Giang province’s two main uses.
According to Tables 1 and 2, the pH value of the triple rice crop (5.77) is higher than the double rice crop (5.15). The percentage of the organic matter content of the triple rice crops (3.19) is lower than that of the double rice crops (3.96). The cation exchange capacity in the soil of the triple rice crops (14.08) was higher than that of the double rice crops (13.46). The soil texture of the triple rice crops belonged to the medium form, while the double rice crops had a heavy texture. The soil N content of the triple rice crops (0.19) was lower than that of the double rice crops (0.25) and the P content of the triple rice crops (0.08) was lower than that of the double rice crops (0.09).
The analysis results from Table 3 show that the average soil pH value for the lWS-mSA season of the double rice cropping model (6.77) is the highest and the lowest value is the mWS-eSA of the double rice cropping model. (4.75). It shows that the triple rice cropping model’s pH is more stable than the double rice cropping model. Generally, the percentage of organic matter in the double rice cropping model is higher than that of the triple rice cropping model. The soil cation exchangeable capacity in these models is average, which shows that the soil has an increased ability to hold and exchange nutrients. According to the analysis results, the highest percentage of total nitrogen content was in the mWS-eSA season (0.33%) and the lowest was in the lWS-mSA season (0.12%) of the two-crop rice models. The system of the triple-crop rice model is somewhat more stable but still lower than that of the double-crop model. The percentage analysis of the total phosphorus content of the two models in the triple-crop rice model and the double-crop rice model shows that the P content of the models in the double-crop rice model is higher than those in the triple-crop rice model.
The two primary rice farming systems in the research area have different soil fertility levels. In which the soil nutrient status of the triple rice model is lower than that of the double rice model.
Soil sustainability analysis for major cropping recommendations
Based on the initial weight assigned to each indicator from the AHP analysis, normalize the data into an assessment score based on each soil property indicator and its weight.
The results of the evaluation of the fertility target for the land use types are presented in Fig 2. Regarding the fertility target of the rice growing models of the two models, triple and double rice cropping, the evaluation scores are pretty high.
The most appreciated system in the double rice cropping season is lWS-mSA. This model is highly respected in the total of 3 designs because it is guaranteed in all aspects (cation exchange capacity, percentage of total phosphorus and total nitrogen, the soil texture is assessed as appropriate compared to the crop and sustainability in many criteria). On the other hand, the most sustainable model for the triple rice cropping season is mWS-eSA-eAW because the requirements (high organic matter content, good cation exchange capacity, or CEC and a high percentage of total nitrogen) are guaranteed. However, the remaining two indicators, pH
H2O and total phosphorus, still have relatively high values.
From the indicators’ analysis, overlapping the seasonal model chart on the three socio-economic goals and soil fertility is performed. The results are shown in Fig 3.
Sustainability analysis for major cropping recommendations
Sustainability assessment for triple rice cropping
The kite chart showing the sustainability of the triple rice cropping models shows that the social and fertility goals have similar high scores, almost reaching the level of sustainability. However, the economic objective is more rigid than the other two goals.
Therefore, the triple rice cropping model has not achieved sustainability on three goals. The economic target is too high because people have intensively cultivated more crops with triple crops. It brings high economic benefits and increases income for people. Still, it is not encouraged by the government and researchers because of the increase in rice cultivation for the third crop due to the deterioration of soil quality and fertility (acidic soil, loss of silt and clay particles in the soil layer surface, loss of organic matter, depletion of nutrients), which affects the land use of the next generation. The continuous production of 3
rd rice cropping models for many years has made the soil fertile. Therefore, to have good rice, farmers have no choice but to fertilize a lot, which increases production costs. But triple rice cropping cultivation can easily cause many pests and diseases, organic poisoning and soil nutrient depletion due to the thorough exploitation of the land. However, this model has high consensus among farmers and strong support from state organizations to build large-scale specialized farming areas and large sample fields. The technique is increasingly improved and the Autumn-Winter rice crop (3
rd cropping season) is still essential to the locality. Because this is a rice production to provide quality seeds for the next Winter-Spring crop, the isolation period is too long, not guaranteeing the germination rate if using seeds from the Summer-Autumn crop. Therefore, three-crop rice cultivation is given maximum attention and has strategic significance in the agricultural development model of the province. According to the assessment, the triple rice cropping model has a reasonably good impact on the environment, according to the evaluation of farmers, possibly because people have not seen all the harms of continuous cultivation of the triple rice cropping model. If not handled well, it can cause significant damage to the ecology. Most people are unaware of environmental protection when agricultural production and pollution due to fertilizers and drugs occur frequently. The land is degraded due to unreasonable cultivation and nutritional supplementation is unbalanced and unscientific, so the quality of the land is degraded. Triple rice cropping models require a closed dike system to protect rice, reducing the biodiversity of natural wetlands.
Sustainability assessment for double rice cropping
The analysis of the level 1 indicator, including economic, social and fertility goals and the cropping patterns of 2 promising farming models in Fig 4, (a) triple rice and (b) double rice, shows that the model is balanced and optimal among all 3 destinations. Therefore, the target is the triple rice cropping model. Furthermore, the evaluation score for each objective is much higher than the double rice cropping model, achieving stability between the three factors. However, the remaining double rice cropping models, which do not guarantee all 3 goals, are poor at achieving one goal in another, such as completing a high value at the fertility target but having economic efficiency. Therefore, improving the model’s economic efficiency is necessary and it needs more support from all levels, authorities and organizations. Nevertheless, based on the multi-objective assessment of the main promising land use models of An Giang province, it is possible to draw a sustainable land use model, which is the triple rice crop model.
The results of the evaluation scores after standardization of the triple crop rice model are, respectively, economic (1.0), social (0.96) and fertility (0.98). The kite chart to evaluate the sustainability of the model is shown in Fig 4(a). The results of the evaluation scores after standardization of the double rice crop model are economic (0.73), social (0.85) and fertility (0.91), respectively. The kite chart to evaluate the sustainability of the model is shown in Fig 4 (b).
The double rice cropping model has a lower rating than the triple rice cropping model. This model is economically limited while achieving relatively high social and fertility efficiency. It can be explained that this model of farming does not cause much harm to the environment, as when cultivating triple rice crops, triple rice is socially influential. Still, because of the abandonment of the third crop, the economic efficiency is not high. Therefore, the economic efficiency of the double rice cropping model is assessed to be worse than that of the triple rice model. The advantage belongs to the double rice cropping models in terms of evaluation between the two models. The current trend is oriented toward applying the integrated farming model, a combination of rice and other uses such as fish, upland crops, etc. So with the existing economic efficiency of the double rice cropping models, it is pretty good to move to integrated farming models. The fertility efficiency is almost absolute, with a normalized value of 0.91.
Carrying out the overlapping of the sustainability assessment charts on the level 1 criteria of all land use types, we can compare the sustainability of all 3 objectives of the models together, then choose to develop a promising model to ensure sustainable development.
Overall assessment
The overall analysis of level 1, including three economic, social and fertility goals, in Fig 5, concurrently with different promising rice farming models, shows that the model achieves a balance and optimality between all three goals. It is the triple rice cropping model. The evaluation score for each objective is much higher than the double rice cropping model, achieving stability between the three factors. The remaining model is two-crop rice, which does not guarantee all three goals. Achieving this goal is poor for other purposes, such as achieving a high value at the fertility target of 0.91 but having low economic efficiency. Therefore, improving the model’s economic efficiency is necessary and it needs more support from all levels, authorities and organizations. Based on the multi-objective assessment of the main promising land use models of An Giang province, it is possible to draw a sustainable land use model, which is a triple rice cropping model.