Desenvolvimento, avaliação físico-química e biológica de hidrolisado proteico de resíduos agroindustriais para surubim

Pós-graduação em Aquicultura - FCAV

Processamento de farinha de resíduo de polpa de amora-preta (Rubus sp.) e avaliação de biocompostos

Pós-graduação em Biociências - FCLAS

Extração, determinação da composição fenólica e avaliação do potencial de desativação de espécies reativas de oxigênio e da atividade anti-inflamatória de resíduos de amendoim, pimenta-rosa e pimenta-do-reino

O setor agroindustrial tem se expandido muito nos últimos anos, levando o país a um aumento na geração de resíduos agroindustriais, sendo que a maior parte deles ainda é descartada no meio ambiente, sem tratamento adequado, ou utilizada na alimentação animal, destinos que a priori, não geram ganhos econômicos para a agroindústria além de representarem gargalos logísticos e ambientais na sua disposição. Nesse sentido, o presente trabalho teve como objetivos otimizar o processo de extração de compostos bioativos, avaliar in vitro as atividades antioxidante, por meio da desativação de espécies reativas de oxigênio, e anti-inflamatória, bem como determinar a composição fenólica dos resíduos agroindustriais a saber: película de amendoim (Arachis hypogaea) (cultivares IAC886 e IAC505), pimenta-rosa (Schinus terebinthifolius Raddi) e pimenta-do-reino (Piper Nigrum L). O processo de otimização da extração de compostos antioxidantes foi realizado utilizando dois processos de extração, extração convencional e subcrítica, em delineamento composto central rotacional, utilizando como variáveis a temperatura e tempo e a pressão e temperatura, respectivamente, com os solventes etanol 80%, água e propilenoglicol 80%. Durante o processo de otimização a atividade antioxidante foi avaliada pelo método de sequestro do radical ABTS. Os melhores resultados foram obtidos para a extração convencional com os solventes etanol 80%, água e propilenoglicol 80%. A película de amendoim (IAC505) apresentou as maiores atividades antioxidantes (1.396,67, 580,44 e 859,89 μmol.g-1 em equivalentes de trolox, para os solventes etanol 80%, água e propilenoglicol 80%, respectivamente). A partir dos resultados obtidos para os solventes testados, utilizando a extração convencional, foram feitas outras análises de atividade antioxidante considerando o tempo e temperatura ideal de extração. Foram realizadas análises de avaliação da capacidade de redução de Folin-Ciocalteau e potencial de desativação dos radicais livres sintéticos (DPPH e ABTS) e espécies reativas de oxigênio (radicais peroxila, superóxido e ácido hipocloroso). O solvente de extração que apresentou melhores resultados em todos os ensaios foi o etanol 80%, sendo, portanto o solvente utilizado nas análises subsequentes. A partir da definição do melhor sistema extrator foram realizadas análises da composição fenólica, por meio das técnicas de cromatografia líquida de alta eficiência em modo analítico (HPLC-RP), cromatografia gasosa acoplada com espectrometria de massas (GC-MS), e avaliação in vitro da atividade anti-inflamatória. Foram identificados nos resíduos estudados procianidinas B1 e B2, ácido p-cumárico, miricetina, ácido ferúlico, ácido siríngico, ácido sinápico, epicatequina e catequina. A pimenta-do-reino diminui significativamente os níveis de TNF-α e nitritos, reduzindo assim o processo inflamatório gerado. Os resultados obtidos neste trabalho demonstram que estes resíduos agroindústrias possuem grande potencial biológico, podendo assim ser melhores aproveitados tanto pela indústria de alimentos quanto pela indústria farmacêutica.

DEVELOPMENT OF INTEGRATED BIOPROCESSING TECHNOLOGIES FOR THE PRODUCTION OF PECTIC OLIGOSACCHARIDES (POS) FROM AGRO-PROCESSING RESIDUES

This research deals with the production of pectic oligosaccharides (POS) from agro-industrial residues, with specific focus on development of continuous cross flow enzyme membrane reactor. Pectic oligosaccharides have recently gained attention due to their prebiotic activity. Lack of information on the continuous production of POS from agro-industrial residues formed the basis for the present study. Four residues i.e sugar beet pulp, onion hulls, pressed pumpkin cake and berry pomace were taken to study their pectin content. Based on the presence of higher galacturonic acid and arabinose (both homogalacturonan and rhamnogalacturonan) in sugar beet pulp and galacturonic acid (only homogalacturonan) in onion hulls, further optimization of different extraction methods of pectin (causing minimum damage to pectic chain) from these residues were done. The most suitable extractant for sugar beet pulp and onion hulls were nitric acid and sodium hexametaphosphate respectively. Further the experiments on the continuous production of POS from sugar beet pulp in an enzyme membrane reactor was initiated. Several optimization experiments indicated the optimum enzyme (Viscozyme) as well as feed concentration (25 g/L) to be used for producing POS from sugar beet pulp in an enzyme membrane reactor. The results highlighted that steady state POS production with volumetric and specific productivity of 22g/L/h and 11 g/gE/h respectively could be achieved by continuous cross flow filtration of sugar beet pulp pectic extract over 10 kDa membrane at residence time of 20 min. The POS yield of about 80% could be achieved using above conditions. Also, in this thesis preliminary experiments on the production and characterization of POS from onion hulls were conducted. The results revelaed that the most suitable enzyme for POS production from onion hulls is endo-polygalacturonase M2. The POS produced from onion hulls were present in the form of DP1 -DP10 in substituted as well as unsubstituted forms. This study clearly demonstrates that continuous production of POS from pectin rich sources can be achieved by using cross flow continuous enzyme membrane reactor.

Produção enzimática de biodiesel a partir de resíduos agro-industriais usando a lipase imobilizada de origem microbiana

Trabalho Final de Mestrado para obtenção do grau de Mestre em Engenharia Química e Biológica

Turning conflict into coexistence: cross-cutting ties and institutions in the agro-pastoral borderlands of Lake Naivasha basin, Kenya

The Maasai/Kikuyu agro-pastoral borderlands of Maiella and Enoosupukia, located in the hinterlands of Lake Naivasha’s agro-industrial hub, are particularly notorious in the history of ethnicised violence in the Kenya’s Rift Valley. In October 1993, an organised assault perpetrated by hundreds of Maasai vigilantes, with the assistance of game wardens and administration police, killed more than 20 farmers of Kikuyu descent. Consequently, thousands of migrant farmers were violently evicted from Enoosupukia at the instigation of leading local politicians. Nowadays, however, intercommunity relations are surprisingly peaceful and the cooperative use of natural resources is the rule rather than the exception. There seems to be a form of reorganization. Violence seems to be contained and the local economy has since recovered. This does not mean that there is no conflict, but people seem to have the facility to solve them peacefully. How did formerly violent conflicts develop into peaceful relations? How did competition turn into cooperation, facilitating changing land use? This dissertation explores the value of cross-cutting ties and local institutions in peaceful relationships and the non-violent resolution of conflicts across previously violently contested community boundaries. It mainly relies on ethnographic data collected between 2014 and 2015. The discussion therefore builds on several theoretical approaches in anthropology and the social sciences – that is, violent conflicts, cross-cutting ties and conflicting loyalties, joking relationships, peace and nonviolence, and institutions, in order to understand shared spaces that are experiencing fairly rapid social and economic changes, and characterised by conflict and coexistence. In the researched communities, cross-cutting ties and the split allegiances associated with them result from intermarriages, land transactions, trade, and friendship. By institutions, I refer to local peace committees, an attempt to standardise an aspect of customary law, and Nyumba Kumi, a strategy of anchoring community policing at the household level. In 2010, the state “implanted” these grassroots-level institutions and conferred on them the rights to handle specific conflicts and to prevent crime. I argue that the studied groups utilise diverse networks of relationships as adaptive responses to landlessness, poverty, and socio-political dynamics at the local level. Material and non-material exchanges and transfers accompany these social and economic ties and networks. In addition to being instrumental in nurturing a cohesive social fabric, I argue that such alliances could be thought of as strategies of appropriation of resources in the frontiers – areas that are considered to have immense agricultural potential and to be conducive to economic enterprise. Consequently, these areas are continuously changed and shaped through immigration, population growth, and agricultural intensification. However, cross-cutting ties and intergroup alliances may not necessarily prevent the occurrence or escalation of conflicts. Nevertheless, disputes and conflicts, which form part of the social order in the studied area, create the opportunities for locally contextualised systems of peace and non-violence that inculcate the values of cooperation, coexistence, and restraint from violence. Although the neo-traditional institutions (local peace committees and Nyumba Kumi) face massive complexities and lack the capacity to handle serious conflicts, their application of informal constraints in dispute resolution provides room for some optimism. Notably, the formation of ties and alliances between the studied groups, and the use of local norms and values to resolve disputes, are not new phenomena – they are reminiscent of historical patterns. Their persistence, particularly in the context of Kenya, indicates a form of historical continuity, which remains rather “undisturbed” despite the prevalence of ethnicised political economies. Indeed, the formation of alliances, which are driven by mutual pursuit of commodities (livestock, rental land, and agricultural produce), markets, and diversification, tends to override other identities. While the major thrust of social science literature in East Africa has focused on the search for root causes of violence, very little has been said about the conditions and practices of cooperation and non-violent conflict resolution. In addition, situations where prior violence turned into peaceful interaction have attracted little attention, though the analysis of such transitional phases holds the promise of contributing to applicable knowledge on conflict resolution. This study is part of a larger multidisciplinary project, “Resilience in East African Landscapes” (REAL), which is a Marie Curie Actions Innovative Training Networks (ITN) project. The principal focus of this multidisciplinary project is to study past, present, and future thresholds and sustainable trajectories in human-landscape interactions in East Africa over the last millennia. While other individual projects focus on long-term ecosystem dynamics and societal interactions, my project examines human-landscape interactions in the present and the very recent past (i.e. the period in which events and processes were witnessed or can still be recalled by today’s population). The transition from conflict to coexistence and from competition to cooperative use of previously violently contested land resources is understood here as enhancing adaptation in the face of social-political, economic, environmental, and climatic changes. This dissertation is therefore a contribution to new modes of resilience in human-landscape interactions after a collapse situation.

Sweet sorghum : opportunities for a new, renewable fuel and food industry in Australia

Sweet sorghum is receiving significant global interest as an agro-industrial crop because of its capacity to co-produce energy, food, and feed products in integrated biorefineries. This report assesses the opportunities to develop a sweet sorghum industry in Australia, reports on research demonstrating the production of energy, food, and feed products, and assesses the potential economic and sustainability benefits of sweet sorghum biorefineries in the Australian context.

Influence of organic amendments on greenhouse gas emissions and N use efficiency in sub-tropical cropping systems

This thesis investigated the impact of organic sources of nutrients on greenhouse gas emissions (carbon dioxide, nitrous oxide and methane), nitrogen use efficiency and biomass production in subtropical cropping soils. The study was conducted in two main soil types in subtropical ecosystems, sandy loam soil and clay soil, with a variety of organic materials from agro-industrial residues and crop residues. It is important for recycling of agro-industrial residues and agricultural residues and the mitigation of greenhouse gas emissions and nitrogen use efficiency.

Probiotic Bacillus amyloliquefaciens Strain H57 Improves the Performance of Pregnant and Lactating Ewes Fed a Diet Based on Palm Kernel Meal

Probiotic supplements are single or mixed strain cultures of live microorganisms that benefit the host by improving the properties of the indigenous microflora (Seo et al 2010). In a pilot study at the University of Queensland, Norton et al (2008) found that Bacillus amyloliquefaciens Strain H57 (H57), primarily investigated as an inoculum to make high-quality hay, improved feed intake and nitrogen utilisation over several weeks in pregnant ewes. The purpose of the following study was to further challenge the potential of H57 -to show it survives the steam-pelleting process, and that it improves the performance of ewes fed pellets based on an agro-industrial by-product with a reputation for poor palatability, palm kernel meal (PKM), (McNeill 2013). Thirty-two first-parity White Dorper ewes (day 37 of pregnancy, mean liveweight = 47.3 kg, mean age = 15 months) were inducted into individual pens in the animal house at the University of Queensland, Gatton. They were adjusted onto PKM-based pellets (g/kg drymatter (DM): PKM, 408; sorghum, 430; chick pea hulls, 103; minerals and vitamins; Crude protein, 128; ME: 11.1MJ/kg DM) until day 89 of pregnancy and thereafter fed a predominately pelleted diet incorporating with or without H57 spores (10 9 colony forming units (cfu)/kg pellet, as fed), plus 100g/ewe/day oaten chaff, until day 7 of lactation. From day 7 to 20 of lactation the pelleted component of the diet was steadily reduced to be replaced by a 50:50 mix of lucerne: oaten chaff, fed ad libitum, plus 100g/ewe/day of ground sorghum grain with or without H57 (10 9 cfu/ewe/day). The period of adjustment in pregnancy (day 37-89) extended beyond expectations due to some evidence of mild ruminal acidosis after some initially high intakes that were followed by low intakes. During that time the diet was modified, in an attempt to improve palatability, by the addition of oaten chaff and the removal of an acidifying agent (NH4Cl) that was added initially to reduce the risk of urinary calculi. Eight ewes were removed due to inappetence, leaving 24 ewes to start the trial at day 90 of pregnancy. From day 90 of pregnancy until day 63 of lactation, liveweights of the ewes and their lambs were determined weekly and at parturition. Feed intakes of the ewes were determined weekly. Once lambing began, 1 ewe was removed as it gave birth to twin lambs (whereas the rest gave birth to a single lamb), 4 due to the loss of their lambs (2 to dystocia), and 1 due to copper toxicity. The PKM pellets were suspected to be the cause of the copper toxicity and so were removed in early lactation. Hence, the final statistical analysis using STATISTICA 8 (Repeated measures ANOVA for feed intake, One-way ANOVA for liveweight change and birth weight) was completed on 23 ewes for the pregnancy period (n = 11 fed H57; n = 12 control), and 18 ewes or lambs for the lactation period (n = 8 fed H57; n = 10 control). From day 90 of pregnancy until parturition the H57 supplemented ewes ate 17 more DM (g/day: 1041 vs 889, sed = 42.4, P = 0.04) and gained more liveweight (g/day: 193 vs 24.0, sed = 25.4, P = 0.0002), but produced lambs with a similar birthweight (kg: 4.18 vs 3.99, sed = 0.19, P = 0.54). Over the 63 days of lactation the H57 ewes ate similar amounts of DM but grew slower than the control ewes (g/day: 1.5 vs 97.0, sed = 21.7, P = 0.012). The lambs of the H57 ewes grew faster than those of the control ewes for the first 21 days of lactation (g/day: 356 vs 265, sed = 16.5, P = 0.006). These data support the findings of Norton et al (2008) and Kritas et al (2006) that certain Bacillus spp. supplements can improve the performance of pregnant and lactating ewes. In the current study we particularly highlighted the capacity of H57 to stimulate immature ewes to continue to grow maternal tissue through pregnancy, possibly through an enhanced appetite, which appeared then to stimulate a greater capacity to partition nutrients to their lambs through milk, at least for the first few weeks of lactation, a critical time for optimising lamb survival. To conclude, H57 can survive the steam pelleting process to improve feed intake and maternal liveweight gain in late pregnancy, and performance in early lactation, of first-parity ewes fed a diet based on PKM.

Evaluación de diferentes densidades de siembra en el cultivo de caña de azúcar (Saccharum sp híbrido L.) primer retoño

El presente estudio se realizó de Abril de 1992 a Marzo de 1993 en el Ingenio Victoria de Julio. Se evaluaron diferentes densidades de siembra sobre los rendimientos en el cultivo de la caña de azúcar, primer retoño (6, 9 12 yemas/metro lineal). El diseño utilizado fue de bloques completos al azar, los parámetros estudiados fueron: índice de ahijamiento, población, altura, diámetro, peso promedio de los tallos, rendimientos agrícola, rendimiento industrial y rendimiento agroindustrial. Los datos obtenidos fueron sometidos a análisis de varianza y prueba de Duncan a un 5 por ciento de margen de error. Los resultados obtenidos fueron los siguientes: El mayor porcentaje de índice de ahijamiento, lo presentó el tratamiento de 12 yemas por metro lineal. Los promedios poblacionales más altos se obtuvieron con 12 yemas/metro lineal. Se lograron las mayores longitudes de tallos con 12 yemas. No existen diferencias entre los tratamientos en relación al diámetro del tallo. A mayor número de yemas usadas mayor fue el peso promedio de tallo. El rendimiento agrícola fue mayor cuando se incrementó el número de yemas. El resultado más sobresaliente en cuanto a rendimiento industrial se obtuvo con 6 yemas por metro lineal. El rendimiento agro-industrial fue superior en el tratamiento con 12 yemas por metro lineal.

Efecto de diferentes dosis de N.P.K. sobre el rendimiento agroindustrial de la variedad L-68-90 (Saccharum sp hibrido); en caña planta

El presente estudio se realizó de junio de 1992 a marzo de 1993 en El Ingenio Victoria de Julio. Se evaluó el efecto de 13 dosis de N-P-K (0-60-60, 40-60-60, 80-60-60, 120-60-60, 40-0-60, 40-30-60, 80-0-60, 80-30-60, 40-9Ó-60, 120-0-60, 120-30-60, 120-60-0 y 120-60-30), sobre el cultivo de la caña de azúcar (Saccharum sp. híbrido), las cuales se compararon con e1 testigo (0-0-0). Se plantó la variedad L 68-90. El diseño experimental utilizado fue de Bloques Completos al Azar modificado, las variables analizadas fueron: brotación, diámetro, altura, población, rendimiento agrícola, rendimiento industrial y rendimiento agro industrial. Los datos que se obtuvieron se sometieron al análisis de varianza y separación de medías según Tukey a un 5 % de margen de error. En ninguna de las variables evaluadas se observó diferencia estadística significativa. Con respecto a la Germinación el mayor porcentaje fue de 75.33 porciento y correspondió a los tratamientos 120-60-0 y 40-30-60. El mayor diámetro fue de 2.73 cm habiéndose obtenido con el tratamiento 120-60-30. La mayor altura se obtuvo con el tratamiento 40-30-60 y fue de 2.94 cm. La población mayor fue de 231 750 tallos/ha correspondiendo al tratamiento 40-30-60. El mayor rendimiento agrícola se logró con el tratamiento 80-0-60 y fue de 86.23 t/ha. El mayor rendimiento industrial fue de 93.80 kg/t correspondiendo éste al tratamiento 120-0-60. El mayor rendimiento agro-industrial se obtuvo con el tratamiento 80-0-60 siendo éste valor de 7.675 t/ha.

Rendimiento agroindustrial de la variedad L 68-40 (Sacharum SP) en respuesta a las aplicaciones de N, P y K, cultivada en un suelo rojo en caña planta

El presente estudio se realizó en el ingenio AGROINSA, de junio de 1994 a febrero de 1995. Se evaluó el rendimiento agro­ industrial en caña de azúcar . Se plantó la variedad L 68-40. El diseño experimental utilizado fue el de Bloques Completamente Azarizado (BCA), las variables analizadas fueron brotación, ahijamiento, diámetro, población, altura, peso promedio de tallos, rendimiento agrícola, rendimiento industrial y rendimiento agro-industrial. Los datos que se obtuvieron se sometieron al análisis de varianza y de regresión, además se realizó la separación de medias según Duncan a un 5 % de margen de error. En todas las variables evaluadas se observó diferencia significativa a excepción del diámetro y el rendimiento industrial, siendo el nitrógeno el elemento que presentó mayor influencia positiva, no encontrándose ningún efecto para el fósforo y el potasio. Las mejores dosis de nitrógeno para producir el 90 por ciento del rendimiento máximo agrícola y agro-industrial, obtenida a través del modelo matemático cuadrático fueron 58 y 55 kg/ha de N, respectivamente.

Productividad de la caña de azúcar (Saccharum officinarum) en respuesta a dos formas y épocas de aplicación del nitrógeno en la variedad L-68-40

Se estudió el comportamiento agro-industrial de la variedad L-68-40, de Marzo 1995- Marzo 1996. Se evaluaron las formas y épocas de aplicación del nitrógeno sobre el cultivo de la caña de azúcar (Saccharum sp) . El diseño experimental utilizado fue de Bloques Completos al Azar, las variables analizadas fueron: Germinación, diámetro, altura, población, peso por tallo, rendimiento agrícola, rendimiento industrial y rendimiento agro industrial. Los datos obtenidos se sometieron al análisis de varianza y separación de medias según, Dtmcan al 5 por ciento. Según los resultados obtenidos de las variables evaluadas no se observaron diferencias estadísticas significativas. El mayor rendimiento agrícola fue de 153.16 toneladas de caña por hectárea, este se obtuvo aplicando el fertilizante 75 días después de la siembra. El mayor rendimiento industrial de 89.02 kg de azúcar por toneladas correspondiente a la aplicación del fertilizante de forma fraccionada al momento de la siembra + 75 días después de la siembra. El mayor rendimiento agro-industrial fue obtenido en el tratamiento 75 días después de la siembra con una aplicación de forma total con 14.59 toneladas de azúcar por hectárea.

Evaluación, análisis y perspectivas de las principales plantaciones cocoteras (Cocus nuscifera L.) en la Región Autónoma del Atlántico Sur (R.A.A.S.)

La evaluación, análisis y perspectivas de las principales plantaciones cocoteras, (Cocus nuscifera, L.), se inició en 1995 y finalizó en Diciembre de 1996. La evaluación se realizó en las fincas: El Cocal, Tasbapounie, San Mariano y San Nicolás ubicadas en la Región Autónoma del Atlántico Sur (R.A.A.S). La metodología del estudio se basó en entrevistas, sondeos de opinión a técnicos y directores de Instituciones, vinculados al cultivo del cocotero en la región y visitas in situ a las plantaciones cocoteras. En cada finca se evaluó el manejo agronómico, el área y producción cocotera, aspectos socioeconómicos y se determinó la incidencia de cada uno de éstos factores, en la producción de cada una de las fincas estudiadas. El manejo agronómico y tecnología que cada finca aplica, la fertilidad marginal del suelo, el tipo de variedad de cocotero sembrado y la edad de las plantaciones inciden en el rendimiento que cada finca obtiene. La enfermedad del Anillo Rojo es la principal y única enfermedad importante, la cual es causado por el nemátodo Rhadinaphillenchus cocophillus C, que asociado con la principal plaga del cultivo el Picudo negro Rhinchosporum palmarum L, en San Nicolás y San Mariano, ha causando pérdidas anuales globales que superan los US$36,000 dólares. El Amarillamiento Letal del cocotero no está presente en la región. Respecto al año 1981, la totalidad del área del cocotero criollo Alto de Jamaica disminuyó en un 50%, mientras que el área del cocotero híbrido se incrementó en un 38% aproximadamente. La producción global de nueces del cocotero disminuyó un 50% aproximadamente durante el mismo período. La Finca San Nicolás registró el rendimiento más alto para cocotero híbrido y Tasbapounie el más bajo para cocotero criollo Alto de Jamaica. Las pérdidas anuales en términos de rendimiento real y poca comercialización de nueces, es superior a US$1,100,000.00. La diversificación en la modalidad de venta de nuez fresca transformada a copra, generaría en las fincas estudiadas, ingresos totales superiores a US$1,100,000.00 dólares. La falta de financiamiento, poca comercialización de nueces, bajos precios de compra y carestía del transporte son los principales factores socioeconómicos que inciden en el desarrollo del cultivo del cocotero. La finca San Nicolás, por su ubicación geográfica, eficiencia, productividad, experiencia y manejo del cultivo, es la de mayor perspectiva de inversión agro-industrial en la R.A.A.S.

Rendimiento agroindustrial de la variedad L 68-40 (Saccharum sp.), en respuesta a las aplicaciones de N, P y K, cultivada en un suelo negro en caña planta

El presente trabajo se desarrolló en el Ingenio AGROINSA, de enero de 1995 al mes de marzo de 1996. Se evaluó el rendimiento agro-industrial de la variedad L 68-40 de caña de azúcar (Saccharum sp.), en respuesta a aplicaciones de nitrógeno, fósforo y potasio, cultivada en un suelo negro vertisol, serie Malacatoya (MY). El ensayo se monto de acuerdo a un diseño factorial incompleto en un Bloque Completamente al Azar (BCA), las variables analizadas fueron: Brotación, ahijamiento, diámetro, población, altura, peso promedio de tallo, rendimientos agrícola, industrial y agro-industrial. Los resultados se sometieron a un análisis de varianza y de regresión, además de realizarse una separación de media según la prueba de Cunean al 5 % de margen de error. En todas las variables evaluadas se observó diferencia significativa a excepción del diámetro, peso promedio de tallo y rendimiento industrial, siendo el nitrógeno el elemento que presentó mayor influencia significativa provocando una respuesta directamente proporcional a sus aplicaciones, sin embargo el fósforo y el potasio no influenciaron en la respuesta de las mismas. Las mayores dosis de nitrógeno para producir el 90 % rendimiento agrícola y agro-industrial máximo, obtenida a través del modelo lineal discontinuo fueron de 72.39 y 74.63 kg/ha de nitrógeno respectivamente