Grass Production Research Articles

Plasma treated cattle slurry with modest fertilizer effect on grass.

Abstract Plasma-based nitrogen enrichment of organic fertilizers is a process that utilizes plasma technology and electricity to infuse liquid biobased fertilizers with atmospheric Nitrogen (N), doubling plant-available N content. The final product is labeled as Nitrogen-Enriched Organic Fertilizer (NEO). This study investigates and compares the applicability of NEO against conventional fertilizers in grass production during 2020-2023 across two regions in Norway. Regarding different fertilizers' N efficacy, in the trials featuring only grasses, applying 210 kg N ha -1 in NEO yielded dry matter (DM) and N yield comparable to those achieved with 149 and 154 kg N ha -1 in mineral fertilizer, respectively. Besides, the untreated cattle slurry and mineral fertilizer combination containing 210 kg N ha -1 resulted in a DM and N yield equivalent to 178 and 180 kg N ha -1 in mineral fertilizer. In the grass-clover mixture trials, NEO and mineral fertilizers reduced the clover content, significantly influencing the overall yield. Merging the results from all trials (2021-2022), it was found that given identical N-min content, standalone mineral fertilizer, and the untreated slurry and mineral fertilizer combination resulted in ~19% and ~28%, and ~14% and ~13.5% higher DM and N yields than NEO, respectively. Further, NEO provided ~9% and ~25% higher DM and N yields than untreated slurry. Notably, NEO's N-min content was nearly double that of untreated slurry (210 vs. 107 kg N ha -1 ). Nonetheless, a supplementary trial (2023) employing different NEO variants with reduced nitrite and elevated nitrate levels returned more promising results than those examined in prior years. Still, ~9% and ~6% less DM and N yield than mineral fertilizer with identical 210 kg N ha -1 content. Our findings suggest that although a considerable N fraction of NEO did not translate to yields compared to other fertilization treatments, and given that NEO is an evolving product, the NEO's enhanced performance in the final study year highlights the necessity for continued research and optimization to fully unlock and utilize the potential advantages of NEO in future agriculture.

The effect of mineral fertilizers on the productivity of perennial grasses in a long-term stationary experiment

The effect of mineral fertilizers on the productivity of perennial grasses in a long-term stationary experiment

Identification of Bioactive Secondary Metabolites in Citronella Grass Leaves (Cymbopogon nardus L.) against Curvularia andropogonis

Citronella grass (Cymbopogon nardus) is an essential oil-producing plant. The essential oils consist of geraniol and citroneal whose production is affected by plant health. The production of citronella grass decreases (harvest loss) due to red spot disease caused by Curvulaia andropogonis infection which also affects the bioactive composition of secondary metabolites. Defense signal responses are also generated using plant defense pathways which result in compounds used for counterattacking plant invasions. The purpose of this study was to determine the secondary metabolites of C. nardus attacked by C. andropogonis. This research used HPLC to analysis citronellol and geraniol C. nardus with normal, wound and infected treatment. The Gas Chromatography-Mass Spectrometry (GCMS) method was used to detect metabolites profiles in normal treatment, injury, and infection, and then analyzed based on metabolite groups and metabolic pathways. The result of this study indicated that the citronellol in normal treatment sample was higher, namely 102.003mg/L compared to the wound treatment, which was 100.120mg/L and the infected treatment, which was 89.356mg/L. Likewise for geraniol in the normal treatment of 20.065mg/L, which is greater than the wound treatment, which was 19.245 mg/L and the infected, which was 15.765mg/L. There were 12 types of metabolites based on chemical grouping including alkaloids, carboxylic acids, fatty acids, flavonoids, nucleic acids, phenolics, terpenoids, alcohols, aldehydes, amino acids, heterocyclic compounds, and carbohydrates. The highest metabolites were found in carboxylic acid. Metabolic pathways resulted carboxylic acids which came from 2-Oxocaboxylic acid metabolism, and phenolics came from the biosynthesis of secondary metabolites, which were highest in carbohydrate metabolism. In conclusion, almost all metabolites and metabolic pathways increase in the infection treatment which was significant with the results of citronellol and geranioldecreased so that the overall content of bioactive secondary metabolites decreased.

Comparative transcriptome analyses reveal regulatory network and hub genes of aluminum response in roots of elephant grass (Cenchrus purpureus)

Aluminum (Al) toxicity severely restricts the growth and productivity of elephant grass in acidic soils around the world. However, the molecular mechanisms of Al response have not been investigated in elephant grass. In this study, we conducted phenotype, physiology, and transcriptome analysis of elephant grass roots in response to Al stress. Phenotypic analysis revealed that a low concentration of Al stress improved root growth while higher Al concentrations inhibit root growth. Al stress significantly increased the citrate (CA) content in roots, while the expression levels of genes related to citrate synthesis were substantially changed. The multidrug and toxic compound extrusion (MATE) family were identified as hub genes in the co-expression network of Al response in elephant grass roots. Phylogenetic analysis showed that hub genes CpMATE93 and CpMATE158 belonged to the same clade as other MATE genes reported to be involved in citrate transport. Additionally, overexpression of CpMATE93 conferred Al resistance in yeast cells. These results provide a theoretical basis for further studies of molecular mechanisms in the elephant grass response to Al stress and could help breeders develop elite cultivars with Al tolerance.

Productivity of elephant grass pakchong (Pennisetum purpureum cv Pakchong) and elephant grass taiwan (Pennisetum purpureum cv Taiwan) cultivated based on different stem cutting sizes

Abstract In Indonesia, elephant grass seeds used by farmers are in the form of cuttings or vegetative material. Currently, there is no standard for the cuttings used to produce high-productivity elephant grass. Therefore, research was conducted to determine the optimal size of cuttings for achieving good elephant grass productivity. The study was conducted in the field station area of Rancamaya, Bogor. A factorial group randomized design with 5 replications was employed for the research. The first factor was the type of elephant grass, consisting of 1) Pakchong and 2) Taiwan, while the second factor was the size of the cuttings, consisting of 1) 5 cm long cuttings, one node, 2) 10 cm long cuttings, one node, 3) 15 cm long cuttings, one node, and 4) control (two nodes as per usual farmer practice). The research results indicated that there was an interaction between the type of elephant grass and the size of cuttings for leaf length, fresh and dry leaf weight, dry stem weight, and total dry weight. The 5 cm cuttings of Pakchong had the highest fresh and dry leaf weights (P<0.05). The highest dry stem and total weight were obtained with the control size cuttings of Pakchong. The number of tillers was influenced by the size of cuttings, with the control size cuttings having the highest number of tillers, although not significantly different from the number of tillers for the 5 cm and 15 cm cuttings. The highest total fresh weight was obtained with the 5 cm cuttings and Pakchong. This study indicates that 5 cm cuttings can be used as cutting material to produce Pakchong and Taiwan with optimal forage production. Further research is needed to assess the forage quality.

Characteristic Morphology and Biomass Production of Napier Grass (Pennisetum purpureum) Cultivar Gama Umami Under Teak Tree (Tectona grandis) Shade in Blora, Central Java

This study aims to determine the characteristic morphology and biomass production of Napier grass (Pennisetum purpureum) cultivar Gama Umami under teak tree (Tectona grandis) shade in teak tree forest area of Blora, Central Java. The grass was planted using stem cuttings and maintained for four months using the randomized block design (RBD) method with six repetitions in each treatment. This study consisted of two treatments, namely shade under teak tree stands and non-shade or open area as a control. Maintenance was carried out for 14 weeks with the addition of fertilizers, such as NPK (nitrogen, phosphor, and potassium) and urea. Parameters measured included plant height, leaf length, leaf width, first collar length, number of tiller, and stem diameter. After 14 weeks the plants were harvested, and biomass production data were obtained. The results showed that there were no differences in leaf length, leaf width, first collar length, number shoots, and stem diameter between under the shade and non-shade of teak trees. However, the plant height and biomass production of Napier grass cultivated in non-shade teak trees were higher than under the shade of teak trees. The finding showed that Napier grass cultivar Gama Umami could be cultivated under the shade of teak tree forest and introduce for silvopasture system in teak trees forest area.

Improving growth and productivity of Guinea grass (Panicum maximum) using some biostimulants from Azolla pinnata and vermicompost.

Improving growth and productivity of Guinea grass (Panicum maximum) using some biostimulants from Azolla pinnata and vermicompost.

In Vitro Gas Production of Common Southeast Asian Grasses in Response to Variable Regrowth Periods in Vietnam

In Vitro Gas Production of Common Southeast Asian Grasses in Response to Variable Regrowth Periods in Vietnam

Forage accumulation and nutritive value in extensive, intensive, and integrated pasture-based beef cattle production systems

Context A challenge for the livestock sector is to improve the production and nutritive value of forage grasses through sustainable management strategies. Aims This study evaluated the impact of management on the productive and nutritive value of five pasture-based production systems: irrigated pasture with 600 kg nitrogen (N) ha−1 (IP600); rainfed pasture with 400 kg N ha−1 (RP400); rainfed pasture with 200 kg N ha−1 (RP200); silvopastoral with 200 kg N ha−1 (SP200); and degraded pasture without N fertilisation (DP0). Methods During two experimental years, samples were collected pre- and post-grazing to determine forage and nutritional parameters. Land-saving effects and efficiencies of N fertilisation and water use were calculated. Key results For C4 grasses, forage mass accumulation was greater for IP600 and RP400. IP600 also presented the greatest leaf area index and crude protein concentration, whereas DP0 presented the lowest values of both. For C3 grasses in the IP600 treatment, greater forage mass accumulation and leaf area index were found in winter than in autumn; all nutritional characteristics were not affected by season of the year. For land-saving effect, and N- and water-use efficiencies, IP600, RP400 and RP200 presented higher values than DP0 and SP200. Conclusions More intensified systems with proper management allowed better productive and nutritional characteristics than degraded pasture or silvopasture, especially during seasons with greater precipitation or when irrigated. Implications Intensification practices make better use of natural resources (water and land) and agricultural inputs (N fertiliser) to ameliorate the effects of seasonality and improve quality and productivity of tropical grasses in pasture-based livestock production systems.

Comparison of Molecular and Morphological Identification Methods for Anguina Seed Gall Nematodes in Oregon Grasses Grown for Seed

Oregon's grass seed industry specializes in the production of forage grasses, including annual ryegrass ( Lolium multiflorum) and orchardgrass ( Dactylis glomerata). These species are hosts of seed gall nematodes (SGNs): Anguina funesta and Anguina sp. SGNs cause yield-limiting seed galls and can also vector toxic Rathayibacter bacteria. Trade partners have strict phytosanitary regulations leading to rejection of seed lots infested with SGNs. Current best practices for SGN detection focus on postharvest seed evaluation. Methods to evaluate fields before harvest could improve risk management decisions. In this study, we evaluated timing, collection, and detection methods to generate new recommendations for SGN detection throughout the growing season. Fields of annual ryegrass (21) and orchardgrass (7) were sampled in the 2022 and 2023 growing seasons at tillering (March), flowering (May), harvest (July), and germination (November). At each time point, tillers, seed heads, or soil samples were collected. Nematodes were extracted from soil, tiller, and seed head samples using traditional nematology methods. Alternatively, SGN-specific real-time and conventional PCR protocols were evaluated on DNA extracted from tillers or seed heads. Direct enumeration of SGN from tillers with traditional nematology methods resulted in positive detections in 11 to 19% of fields, depending on sample time and year, as opposed to 33 to 44% of fields when using molecular methods. SGNs were detected in 40% of fields using both methods when evaluating seed head samples. This study indicates the utility of incorporating molecular methods for risk evaluations of SGNs and provides recommendations for accurate SGN detection throughout the growing season. [Formula: see text] The author(s) have dedicated the work to the public domain under the Creative Commons CC0 “No Rights Reserved” license by waiving all of his or her rights to the work worldwide under copyright law, including all related and neighboring rights, to the extent allowed by law, 2024.

Repeated clearing as a mechanism for savanna recovery following bush encroachment

Abstract Many savannas are experiencing increased cover of trees and shrubs, resulting in reduced herbaceous productivity, shifts in savanna functional structure and potential reductions in ecotourism. Clearing woody plants has been suggested as an effective management strategy to mitigate these effects and restore these systems to an open state with higher rates of grass production and herbivory. This study investigated the effectiveness of repeated shrub clearing as a tool to mitigate bush encroachment in a semi‐arid savanna in southern Africa. We present data from a 7‐year experiment in the Mthimkhulu Game Reserve bordering Kruger National Park, South Africa. Colophospermum mopane stems and resprouting shoots were basally cut 2–3 times per year (2015–2022) in three pairs of treatment and control plots of 60 × 60 m. We monitored changes in soil moisture, grass biomass and herbivore activity via dung counts. We assessed C. mopane physiological responses to repeated cutting using non‐structural carbohydrates and stable water isotopes to infer changes to energy storage and functional rooting depth, respectively. The cleared treatment had higher soil moisture and grass biomass than the control treatment. Dung counts showed impala and buffalo visited the cleared treatment more frequently than the control treatment. Repeated cutting had limited effects on C. mopane survival in the first 2–3 years after initial clearing, but 80% of individuals were dead after 7 years. Repeatedly cut C. mopane had lower belowground starch concentrations and used water from shallower soil depths than C. mopane in control plots. Synthesis and applications. Repeated cutting increased soil moisture availability and grass biomass, and attracted charismatic grazing herbivores. While more costly than once‐off clearing methods, this practice created more employment opportunities for a neighbouring rural community. Transforming portions of the ecosystem to a grass‐dominated state may increase ecotourism potential through improved game viewing in open systems.

Nitrogen acquisition and retention pathways in sustainable perennial bioenergy grass cropping systems

AbstractPerennial tall grasses show promise as bioenergy crops due to high productivity and efficient nutrient use. Ongoing research on bioenergy grasses seeks to reduce their reliance on synthetic nitrogen (N) fertilizer, the manufacture of which relies on fossil fuel combustion. Excessive use of fertilizers also causes adverse environmental consequences and leads to the evolutionary loss of plant traits beneficial to sustainable N cycle. Notably, perennial tall grasses have exhibited the potential to maintain high biomass yield without the need for N fertilizer or causing soil N depletion. Perennial grasses can be adept at interacting with their microbial partners to facilitate N acquisition and retention via mechanisms such as biological N fixation and nitrification inhibition. These inherent N management traits should be preserved and optimized at the this early stage of bioenergy grass breeding programs. This review examines the impact of external N on bioenergy grass production and explores the potential of leveraging advantageous N‐cycling attributes of perennial tall grasses, laying groundwork for future management and research efforts. With minimized dependency on external N input, the cultivation of perennial energy grasses will pave the way toward more resilient agricultural systems and play a significant role in addressing key global energy and environmental challenges.

Productivity and nutritional value of perennial cereal grasses in the Middle Cis-Urals

The purpose of the research was the assessment of feed productivity and nutritional value of 13 new varieties of meadow timothy, meadow fescue and awnless brome when cultivated for green mass in the Middle Cis-Urals. The research was carried out in 2018–2022 on sod-podzolic medium loamy soil of the Udmurt Republic. Meteorological conditions of the growing seasons during the years of the research were different: 2018, 2021 and 2022 were arid (hydrothermal coefficient – 0.89, 0.78 and 0.91, respectively), 2020 – slightly arid (HTC – 1.04), 2019 – waterlogged (HTC – 1.73). The beginning of regrowth of the studied varieties of perennial cereal grasses was noted in the third ten days of April; the grass reached mowing ripeness in 44–60 days. The yield of meadow timothy varieties on average for three years of using the grass stand was at the level of 3.5–3.9 t/ha of dry weight, meadow fescue – 2.3–2.4 t/ha, awnless brome – 4.5–4.7 t/ha. The “year conditions” factor had a primary influence on the variation in yield, density and height of the grass stand – 92.4…97.4 %, 62.9…79.2, 80.3…82.6 %, respectively. The “genotype x year” factor also influenced the number of shoots and their height. Fescue varieties were distinguished by a relatively high content of crude fat (2.5–3.1 %), sugars (15.6–17.7 %), and calcium (0.31–0.36 %). High content of crude fat (2.3–2.6 %), phosphorus (0.68–0.71 %), potassium (2.45–2.52 %), calcium (0.31–0.39 %) noted in plant samples of awnless brome varieties. A positive strong correlation between the yield of dry mass of cereal grasses and the content of phosphorus (r = 0.87…0.96) and potassium (r = 0.69…0.85) in it was revealed. Some varieties of perennial cereal grasses were distinguished by their nutritional value: meadow timothy varieties Sleipnir (Finland), Aturo (Germany) and Tamiza (Germany) with a yield per 1 hectare of metabolic energy of 32.3–34.4 GJ, digestible protein – 0.14–0.16 tons, feed units – 2.41–2.60 thousand; meadow fescue variety Karpatchi (Netherlands) – 21.2 GJ, 0.09 tons, 1.57 thousand; awnless brome variety Gvardeets (Russia) – 35.7 GJ, 0.25 tons and 2.58 thousand, respectively. Cultivation of Karpatchi fescue, Sleipnir timothy and Gvardeets brome is energetically and economically profitable: energy efficiency coefficient – 1.9; 3.0 and 3.6, profitability level – 65; 101 and 161 %, respectively.

Variation in productivity and essential oil composition of aromatic grasses grown in mid-hill conditions of the Western Himalayas

Variation in productivity and essential oil composition of aromatic grasses grown in mid-hill conditions of the Western Himalayas

Enhancement in fodder productivity and quality of feather Pennisetum grass by intercropping with groundnut

In semi-arid regions, production of good quality fodder is a challenge; cereal-legume intercropping can be a better alternative in improving forage yield and quality. The present study was conducted to assess the performance of feather Pennisetum (FP) in groundnut (GN) intercropping and for determining a sustainable forage cropping system. Therefore, an experiment was conducted with groundnut and feather Pennisetum as a monocrop and intercrop (2GN:1FP and 3GN:1FP), where FP was harvested at 60, 75, 90, and 120 days after sowing. The land equivalent ratio of intercropping was 15–29% higher indicating yield advantages and economic benefits over sole stands. Crude protein and fiber content was increased by 10 and 8% in intercropping, lignin content was reduced by 15% and neutral detergent fiber by 5% indicating the better quality of FP due to intercropping with GN. Intercropping of GN and FP increased the content of non-fibrous carbohydrate (13%), gas production (6.5%) and volatile fatty acids (6%) indicating better fodder digestibility. Furthermore, intercropping of GN and FP also increased the mineral content by 8-20% than sole stands. Apart from productivity, intercropping of FP and GN, improved water use efficiency over sole stand of both component crops. Considering, forage yield, quality and profitability, 3GN:1FP intercropping was superior and can be recommended as an alternative to monoculture. Our study concluded that in semi-arid regions double dual cropping of food and fodder can be achieved by intercropping which can provide opportunities to produce food and fodder simultaneously for livelihood, animal rearing and long-term sustainability.

Improved Production of Marandu Palisade Grass (Brachiaria brizantha) with Mixed Gelatin Sludge Fertilization

Gelatin industry residues are increasingly used as fertilizer and soil conditioner. However, correct residue dosage is critical for grass development and minimizing environmental impacts. This randomized block design study determined adequate dosage of mixed gelatin sludge (MGS) for Marandu grass production in wet/dry seasons in Brazil. Five MGS levels (0–200% of required nitrogen) were compared to mineral fertilizer. Agronomic/productivity characteristics, bromatological composition, macro/micronutrient composition of leaves, and soil chemical attributes were evaluated. Agronomic/productivity characteristics were influenced by MGS dose in both dry/rainy seasons, except for leaf blade pseudostem ratio and percentage of leaves/pseudostem. Bromatological composition was influenced by MGS doses in dry/rainy seasons except for dry/mineral material quantities. Marandu leaf tissue chemical composition was significantly influenced by MGS dose, except for potassium, boron, and iron. Chemical composition of four soil layers between 0 and 50 cm influenced MGS dose, except for pH, organic matter, magnesium, copper, manganese, and zinc. GMS dose for Marandu production should be 200% of nitrogen requirement. MGS application increased productivity/quality of Marandu grass. Macronutrients (nitrogen, phosphorus) and micronutrients (calcium, magnesium, sulfur, copper, and zinc) increased in Marandu grass and in the soil (calcium, sulfur, and sodium). The increased sodium level was not limiting.

Vegetation and animal production in pastures sprayed for western ragweed control

AbstractWestern ragweed (Ambrosia psilostachya DC) is one of the most common perennial, native forbs of western US rangelands. Cattle consume small quantities of western ragweed in their diets when present in the forage sward, and forage nutritive value tends to be greater than the associated grass component in those swards. Yet, many producers view western ragweed as an undesirable forb in rangelands. We conducted a study over two years to compare vegetative and stocker animal productivity in pastures that were either sprayed with dicamba at 6 oz/acre (0.19 lb a.i./acre) for western ragweed control or were left unsprayed. Pastures started the study with high western ragweed densities (>9 western ragweed plants/ft2) before pasture treatment, and spraying with dicamba significantly reduced western ragweed density and yield compared to unsprayed pastures (0.2 vs. 3.5 ragweed plants/ft2, and 0 vs. 206 lb/acre, respectively). Grass production and total vegetation production were similar between treatments. Crude protein and total digestible nutrients of western ragweed was greater than grass at all mid‐season and end of season sampling dates both years. Stocker animal gain was not different between pastures sprayed for ragweed control and pastures left unsprayed in either year, nor when averaged over the two years (189 vs. 188 lb/head, sprayed vs. unsprayed, respectively). Beef production per acre was also similar. The spray treatment was an added expense that did not result in greater total forage, grass, or animal production. With natural fluctuations in western ragweed population densities due to weather patterns, producers will likely experience little benefit from spraying for western ragweed alone in pasture.

Litter accumulation suppresses grass production but facilitates shrub expansion in a long‐term fenced grassland

AbstractShrub expansion is increasing in grasslands worldwide and has profound effects on biodiversity and ecosystem functions. Shrub expansion has primarily been explained by extrinsic factors such as climate change and human activities, yet the roles of intrinsic shrub demographic population dynamic and shrub–grass interaction remain poorly understood. With a paired mown and exclosure comparison experiment and baseline levels of shrub abundance in a semiarid grassland, we confirmed that long‐term livestock exclusion promotes expansion of two native shrubs, Artemisia sacrorum and Caragana brachypoda. Shrub abundance increased during the livestock exclusion period. Shrub biomass in fenced plots was about 5‐ to 10‐fold greater than in mown plots. Both increase in population density and individual size (especially height) contributed to shrub increase. The mechanism behind this was the divergent effects of litter accumulation on shrubs and grasses. Litter accumulation suppressed grass production, while facilitating shrub recruitment and growth. Our findings highlight the potential role of litter accumulation‐mediated shifts in shrub–grass interactions, which should be incorporated into grazing top‐down control to better predict the restoration outcomes of grassland management changes. The identified internal biotic mechanism raises the possibility that removal of accumulated litter by grazing or mowing may be an alternative way to maintain or restore a grass‐dominated state in shrub expansion areas.

Effect of doses fertilizer and harvest interval on the intensity of leaf spot diseases, production and quality of citronella grass (Cymbopogon nardus L.) essential oils in ultisols soil

Until now, Indonesia is still a world exporter of essential oils, including citronella oil. So that the role of farming communities in the development of Indonesia's essential oil industry is very helpful. For this reason, a study was carried out on response of fertilization and harvest interval on the intensity of leaf spot diseases of citronella grass, and productivity in ultisols soil which was carried out from October 2020 to September 2022. The experiment was arranged in a randomized block design in factorial with 9 treatments, as the first factor is 3 levels of an organic fertilizer (NPK); P1 = 25 g clumps −1, P2 = 37.5 g clumps −1 and P3 = 50 g clumps −1. The second factor is the harvest interval with three levels which is 4 = harvest interval once every 4 months, 3 = harvest interval every 3 months and 2 = harvest interval once every 2 months, repeated three times. Each treatment plot consisted of 24 clumps with a plant spacing of 1 × 1 × 1 m. Varieties used is Serai wangi 1. Parameters observed were intensity of leaf spot diseases, vegetative growth, livestock production, oil production, quality analysis and R/C ratio. The results showed that there was an effect of fertilizer doses and harvest intervals on the development of leaf spot disease. It was seen that at the application of fertilizer doses of 37.5 g clumps −1 with harvest intervals once every three months showed the lowest disease attacks, namely on Cuvularia sp and Pestalotia sp (5.98%, 5.42% and 7.98 %, 7.44 %). In addition, the development of vegetative growth is also influenced by the application of fertilizer doses and harvest intervals on the parameters of canopy width, plant height, leaf length, leaf width and number of tillers. The best fertilizer dose is 37.50 g clump −1 successively (175.40 cm, 172.29 cm, 113.62 cm, 2.36 cm and 119.59 stems), with harvest intervals every 3 months (179.40 cm, 187.29 cm, 119.44 cm, 2.45 cm and 120.00 stems), as well as fresh leaves production tons/ha/year and oil production kg/ha/year the best is the application of fertilizer doses of 37.50 g clumps−1 with harvest intervals once every 3 months (67.81 tons−ha-year and 578.61 kg−ha- year,with, 67.40 tons–ha-th and 517.60 kg–ha-th). For oil quality, numerically, the application of fertilizer at a dose of 37.50 g of clump −1 with harvest intervals every 3 months is still high. The proper R/C ratio for farming occurs in the 2 nd year by administering a fertilizer dose of 37.50 g clump−1 and harvesting intervals once every 3 months with an increase of 116.67%. So, the citronella grass variety Serai wangi 1 can be developed on ultisol soil types by applying an organic fertilizer (NPK).

Application of Neuro-Fuzzy to the elephant grass production process: A systematic bibliographic review

The transition to renewable energy sources can help combat climate change, as they emit fewer greenhouse gas emissions. Biomass is an important source of energy production, being composed of organic materials, such as residues from agricultural and forestry crops, among others, with emphasis on elephant grass. The application of Neuro-Fuzzy in production processes, especially laboratory ones, is of utmost importance, as it allows the creation of more accurate and efficient prediction and control models in the bioenergetic context. Given this context, the objective of this article is to identify how the state of knowledge is configured regarding the application of the use of Neuro-Fuzzy for the chemical quantification process of elephant grass cellulose. A Systematic Bibliographic Review was carried out to search and map published scientific data to identify numerous applications for the use of Neuro-Fuzzy, mainly in renewable energy. By carrying out the research using the Systemic Bibliographic Review, it was possible to identify several opportunities for the application of Neuro-Fuzzy in the chemical quantification of elephant grass. However, it was observed that this article presents a novelty on the application of the use of Neuro-Fuzzy for the process of chemical quantification of cellulose, in addition to the production of bioethanol from this biomass. Of the 22 documents analyzed in this research, 100% were articles in the form of applied research and literature review, demonstrating great relevance in this line of research, which is the application of Artificial Intelligence in field and laboratory production processes using elephant grass. as biomass to produce bioethanol.