Indicators in Emergy
With the data obtained during the evaluation and presented in
Supplementary Materials Table S2, the calculation of the indicators in emergy compatibilized in
Table 3 was performed. The values obtained from the current situation are discussed below, and the scenarios using homeopathy are discussed below.
The unit emergy value (UEVs) of the family farms studied varied between 1.38 × 10
12 sej/kg in the Milk + Grain typology (minimum) and 8.33 × 10
12 sej/kg in the Organic typology (maximum). These values show that the organic system needs 6 times more emergy from the biosphere to produce one kg of product. The UEV is an indicator that evaluates the emergy (“Input”) required to produce an output unit [
48]. When comparing systems, high UEV values mean a lower efficiency per output unit [
49,
50].
In general, less technologically and ecologically based production systems require greater emergy flow per output unit. These flows are mainly incorporated into the workforce and constitute more renewable emergy than the others, which is noticeable in the other indicators (%R, ELR, EYR and ESI). On the other hand, systems with a high production efficiency (sej/kg), such as iin the case of the conventional family farms Grains + Milk and Conventional Grains, are highly dependent on nonrenewable resources, and their sustainability is limited by the availability of these resources. According to Martin et al., production systems that are centered on the use of fossil energies are more efficient but less sustainable over time because they are dependent on flows that are acquired outside of the system [
51]. Bey studying different production systems in Mexico, the authors observed that the traditional agroecosystems of the indigenous Mayans have a higher transformity (1.37 × 10
6 sej/J) than those of corn (9.30 × 10
4 sej/J) and blackberry (2.32 × 10
5 sej/J) monocultures. However, the traditional agroecosystems of the indigenous Mayans demonstrated better performance in the other sustainability indicators (ELR and ESI).
Among the family farms that were evaluated, the ecologically based properties (ecological and organic) had renewability percentages of 76% and 75%, respectively. According to La Rosa et al., production systems with a high percentage of renewability (% R) are more likely to be environmentally sustainable and more successful [
52]. The renewability indicator shows considerable differences between the properties. Among the conventional properties, the best renewability was found for conventional diversified properties, which achieved a value of 50% (
Table 3).
The renewability of ecological-based systems is influenced by the degree of dependence on family labor and organic fertilizers, with renewable fractions of 90% and 70%, respectively (
Supplementary Materials Table S1.2). The studies conducted by Albino and Callado also show that renewability in an agroecological production system (66%) differs from that of conventional monoculture systems (12%) [
53]. Agostinho and Ortega showed a renewability level of 55% in small integrated production and family-based properties versus 26% in a large-scale monoculture for ethanol production [
32].
It is noteworthy that the family farms that were evaluated with the best UEV efficiency had the lowest percent renewability. These rural properties are focused on the production of grains and milk (Milk + Grain and Grains), which are highly dependent on nonrenewable energy being incorporated into agrochemicals. According to Su et al., although the more technified systems have better performance, the intensification of the entry of nonrenewable energies such as chemical fertilizers, machinery and infrastructure makes them less environmentally renewable [
54].
In general, all of the family farms evaluated show that their production system causes low local environmental stress. The main difference can be observed in the family farms of conventional management and those of ecological management, where in the conventional farms, the ELR shows values >1 and those of ecological base values <1.
It can be observed that those more diversified or integrated properties have lower ELR values (
Table 3). In Brazil, studies on small farms with integrated production have values between 0.51 and 3.13 [
53,
55]. Ortega et al., in conventional systems of soybean production, found ELR values of 4.18, and Nakajima and Ortega, in the production of vegetables, found values of 4.77 for conventional systems and 1.54 for organic production [
34,
56].
The family farms evaluated presented an EYR ranging from a minimum of 1.21 (Organic) to a maximum of 1.88 (Conventional diversified) (
Table 3). The EYR values in the comparison of different systems provide information to define the system with the greatest capacity to exploit local resources. The results obtained suggest that the “Conventional Diversified” family farm has better ability to exploit local resources by external investment of resources than all others. The results obtained here are endorsed by Cavalett et al., in integrated production systems in southern Brazil, where the EYR was equal to 1.44 [
55]. According to Brown and Ulgiati, production systems make a good emergy contribution to the economy when the EYR value is between 2 and 5 [
17]. This suggests that the studied systems do not have a good ability to exploit local sources of renewable resources by investment of resources, and their EYRs vary between 1.21 and 1.88. However, these results are influenced by the accounting of family labor in the calculation of the EYR, which has a representativeness of up to 53% of the total emergy of the system.
The best performance in the use of economic resources was observed in the “Conventional Diversified” family farm with a value of 1.88, while the organic family farm presented the EIR with a value of 4.75 (
Table 3). This means that, per unit of emergy of nature, 1.88 units are needed from the economy. In the organic system, this ratio is 1:4.75. The EIR evaluates the efficiency of the system in using the emergy of the economy to boost its local development processes. In the comparison of production systems, low EIR values identify the one with the best efficiency in the allocation of economic resources [
57]. In this sense, the “Conventional Diversified” family farm is more resilient to disturbances that may occur in the economy. The properties with higher EIR values are less likely to remain and less competitive. According to Asgharipour et al., current trends indicate that nonrenewable and low-cost energy will be increasingly restricted [
58]. Therefore, in a scenario with scarcity of fossil sources, properties with lower efficiency and greater dependence on the use of the emergy of the economy would have less success in competing with those with lower demand and greater efficiency in the use of emergy of the economy system. This approach is applicable to conventional properties (Milk + Grains) and (Grains) with EIR 3.22 and 3.56, respectively, indicating that they are more susceptible and less competitive in the scarcity of resources from fossil sources. On the other hand, the EIR values in the ecologically based properties are more related to the emergy of labor. However, it remains a problem if we consider limitations in the availability of local labor in the coming times. In a study conducted by Agostinho and Ortega on small ethanol production properties, they showed values of 1.30 and 0.70, considering and disregarding family labor, respectively [
32].
Ecologically based family farms have the highest sustainability (ESI), with 4.7 for agroecological farms and 3.5 for organic farms. Among the conventional family farms, Diversified and Grains + Cattle showed the highest ESI values of 1.86 and 1.09, respectively. The properties Conventional-Milk + Grains and Conventional-Grains are considered unsustainable because they have ESI values <1 (
Table 3). According to Brown and Ulgiati, ESI values between 1 and 10 indicate that the system under study has net contributions to society without strongly affecting its environmental balance [
17]. Thus, values lower than 1 indicate that the system is not well developed and will deplete resources quickly in addition to causing adverse environmental impacts. Properties with integrated production and with agro-ecological principles show greater energy sustainability than systems in monocultures or with the use of agrochemicals [
58]. Some reference values can be found in studies conducted in Brazil by Agostinho et al. [
59]. These authors found ESI values of 5 for agroecological-based properties and lower than 1 for conventional properties. In livestock systems, Agostinho et al., found ESI values for intensified and semi-intensified milk systems between 0.14 and 0.20, and for systems such as family management, the value was 0.70 [
57]. David et al., for different tilapia farming systems, found better values in organic tilapia production systems than in conventional systems, with values between 0.85 and 0.17, respectively [
60].
Figure 4 shows the proportion of emergy flows grouped into renewable resources (R + Mr + Sr), nonrenewable natural resources (N) and nonrenewable materials and services (Mn + Sn). The results show that the group of ecologically based properties is closer to the vertex of renewable resources and uses approximately the same proportion in percentage of emergy. On the other hand, the conventional properties are closer to the vertex of nonrenewable materials and services, with the conventional properties Milk + Grains being the most dependent on economic flows (64%).
The analysis of the symergy shows that the ecologically based properties have better emergy performance than the conventional ones. While agroecological and organic have a weighted symergy of renewable emergy of 76%, those of conventional management have a value of 41%. The opposite occurs in nonrenewable sources, with 22% for ecologically based sources and 55% for conventional ones. This suggests that in the conventional production model, there is less sustainability in the face of a scarcity of fossil sources. This makes it necessary for regional agricultural systems to use greener production technologies and integrate the agricultural system so that local renewable resources are more potentiated. According to Patrizi et al., in the face of a future with limited resources, the concept of “symbiosis” between agricultural and livestock production is necessary, in which a supply chain of renewable energy is implemented in a circular manner [
61]. Cavalett et al., argue that integrated production systems have better efficiency in emergy conversion because they are able to exploit local resources and better use renewable internal emergy sources [
55]. Additionally, they produce less ecosystem stress and pressure on the environment.
Figure 5 shows the relationship between the ESI indicator and “overall efficiency” (the inverse of UEV). According to Bonilla et al., the system with the largest area, combining the two indicators (sustainability and efficiency), is the one with the best performance [
62]. However, a large area value, by itself, is not balanced, unless it simultaneously combines satisfactory values of ESI and “overall efficiency” (OE). In this sense, the agroecological and conventional-diversified family farms are located in a better position within the graph, since they have an acceptable ratio between ESI and OE.
On the other hand, the Conventional-Milk + Grains, Conventional-Grains + Cattle and Organic properties show a disproportionality in the relationship of the two indicators. In times when the conventional Milk + Grains and Grains + Cattle have high values of OE, the product of large economic investments that result in an unsatisfactory ESI, Organic has low values of OE with high values of ESI, product of a greater dependence on renewable resources.
In general, farms with conventional management systems have better “overall efficiency” (kg/sej). However, there was low sustainability, with an ESI indicator between 0.66 and 1.86. The disproportionality between efficiency and sustainability is due to the high dependence on nonrenewable energy flows incorporated, especially in synthetic and pesticide fertilizers. According to Martin et al., a production system can be more efficient if we concentrate energies from fossil sources in its production process but less sustainable in time because they are dependent on flows acquired outside the system [
52].
This type of analysis can help in making decisions about which type of system should be promoted and encouraged with public policies. From the point of view of productive efficiency and environmental sustainability, the agroecological property has better performance than the other properties. According to Asgharipour et al., small farms can benefit from the use of energy from renewable sources if they integrate ecological methodologies and agricultural and livestock activities [
58].
3.1.2. Ecotoxicity Potential
The family farms evaluated that showed the greatest ecotoxicity potential (ETP) were the conventional Grains + Cattle, Grains, Diversified and Milk + Grains, with values of 9.277, 4.590, 4.351 and 4.323 kg 1,4-DCB-eq, respectively. On the other hand, ecologically managed properties have the highest ecotoxicity potential (ETP) values at the entry of heavy metals, with 1.791 kg of 1,4-DCB-eq for Agroecological and 1.579 kg 1,4-DCB-eq for Organic (
Table 4).
The high ecotoxicity potential observed in the family farms of Grains + Cattle and Grains may be directly related to the technological packages disseminated for the cultivation of soybean, corn and beans. In Brazil, the percentage of pesticide sales is distributed in 52% for soybeans, 10% for corn and 2% for beans, totaling 64% of the total marketed [
63]. The results should be given special attention if we want more sustainable and pesticide-free agrosystems, since these crops represent 86% of the plant area with temporary crops in family farms of Serra Catarinense [
10].
On the other hand, the heavy metals incorporated in poultry litter, which are commonly used in ecologically based systems, also have the risk of potentiating ecotoxicity in agrosystems. The results show that the agroecological and organic properties have a potential ecotoxicity of heavy metals of 1.736 and 1.579 kg of 1,4-DCB-eq/ha, being five and four times higher, respectively, than the Conventional diversified property, which presented the lowest value (0.340 kg 1,4-DCB-eq/ha) (
Table 4).
In conventional properties, the use of pesticides with fungal action, such as carbendazim, has a higher value compared to other chemical substances. These values represent more than 51%, 67% and 85% of ETP in the Grain + Cattle, Grain and Diversified properties, respectively. Other chemical substances, such as glyphosate, have lower ETP, although they are emitted in larger quantities (
Supplementary Material Table S3.3). These differences are related to the characterization factor. For example, carbendazim has a higher characterization factor in terms of ecotoxicity than glyphosate.
The use of pesticides in pest control has become one of the main problems of contamination of soil, water and food for human consumption [
64]. However, the risk of ecotoxicity increases with the application of organic fertilizers such as poultry litter [
43]. This type of fertilizer contains heavy metals that are released into the soil and accumulate in crops, representing a significant threat to the safety of the agrosystem and to human health [
39,
65]. The concentration of heavy metals in poultry litter is the result of supplementation with phosphorus, iron and metals (Mn, Zn, Cu and Se) in the feed of the chicken, which are necessary to stimulate their development, but of low complexity by the birds, which are expelled in the waste [
39]. Zhu et al., also found greater ecotoxicity by heavy metals in organic systems of apple trees than in conventional cultivation systems [
42]. However, the conventional system showed greater ecotoxicity by pesticides with a predominance of the active ingredient carbendazim.