Mango leaves research paper. indica leaves (MILs).

Mango leaves research paper [14] presented a system for segmenting regions of interest on mango leaves using k means clustering, and classification using BPNN Jan 1, 2022 · Ranking of the most common and treated mango diseases. mango non-consumers (p < 0. mango industry every year. Dyes have been extracted from two different natural sources namely, mango leaves and mango fruit peel. In bicol region the average percent of mango trees has 11% so in each days passes there would be a lot of dry leaves that falls from trees. This study aimed to assess the effects of an acute dose of 300 mg MLE (standardised to contain ≥60% mangiferin) on cognitive performance and mood in healthy adults. 44 μg/mL, respectively, with the IC 90 value for mangiferin being significantly lower than that in aqueous mango leaves extract and Acarbose. The paper is organized as follows: Section 2 identifies the most common diseases of mango treated by researchers in recent years, Sections 3 provides a critical analysis of the proposed solutions based on classical ML and DL algorithms, Section 4 shows the potential challenges in automatic diagnosis of mango diseases and the last section Explore the latest full-text research PDFs, articles, conference papers, preprints and more on MANGO. Mango leaves are considered rich in antioxidants and offer health benefits among Indians. Mango known to a national fruit of India, its leaves are exorbitantly affected by various nutrient deficiencies like nitrogen, iron, potassium and copper. Mango leaves may be beneficial to metabolic related diseases. Mango_Leaf__Talingting_Seanne_Research-Paper - Free download as Word Doc (. Apr 1, 2023 · The importance of | Find, read and cite all the research you need on ResearchGate A Comprehensive Image Dataset to Classify Diseased and Healthy Mango Leaves. coli, K. Each sheet of Thai Mango Paper is 35 gsm and made with Kozo fibers and Mango leaf inclusions. Based on the phytochemical compounds and significant antioxidant and antibacterial properties of mango leaf extracts, mango leaves might be a potential source for developing pharmaceutical formulations and drugs. The eco-friendly Mango Papers are seemingly season-less with the variety of colors we offer. Which organic ingredients that he suggested are mostly natural plants like neem oil which came from neem plant and Chrysantemum flower tea which can be related to Mango leaves. The utilization of this waste is both a necessity and a challenge. Their potential applications span various industries, including textiles, pharmaceuticals, and agriculture. We proposed an optimized model based on a pretrained Data-efficient Image Transformer (DeiT) architecture that achieves 99. Devgad, Dist. Firstly, the extraction of mangiferin from mango leaves can be done using safe and environmentally friendly methods, such as using edible alcohol and adsorption resin. txt) or read online for free. The detection of various mango diseases is challenging for the farmers as the symptoms produced by different diseases may be very similar, and may be present simultaneously. The following steps outline the preparation process based on recent research. The third one shows the Chausa mango leaf whose mangoes are juicy with broad, glossy leaves. 79 μg/mL, 16. As both yellow mustard seed and mango leaves were found nutrient-rich they can be used in animal feeding if antinutritional content is reduced. the mango plant but no paper has hitherto been published on the chemical characterization Additional research is needed for the Jun 26, 2020 · As a part of our ongoing research to find novel functions in mango leaves, we have reported that the methanolic extract of pruned old dark green mango leaf (Mangifera indica ‘Irwin’) exhibited Dec 1, 2021 · Similarly, mango tree leaves are known for possessing more antioxidant effect than the kernel, peels, and other parts of the tree or fruit (Barretto, Moreirade, dos Santos, Narain, & dos Santos, 2013). Natural and pigmented leaves from the mango tree are strewn throughout these machine-made sheets which have a handmade feeling. Mar 4, 2020 · This paper’s scope was to see what all features can be extracted based on color from mango leaves which can help ascertaining the health of the mango tree. Mango is one of the most popular fruits in the world (specifically, the 5th or 6th most popular food in terms of production with a yearly yield of about 50 million metric tons [1, 2]). The model Mar 7, 2019 · Antifungal activity of different concentrations of Mangifera indica (mango) crude leaf extracts on some selected fungal species, namely, Candida albi-cans, Aspergillus flavus, Aspergillus Jan 21, 2022 · Mango leaf diseases have a negative impact on mango quality and yield. The maximum relative color strength of the extracted dye liquor was found to be at pH 10. Jun 27, 2011 · PDF | On Jun 27, 2011, M. Leaves of M. Feb 16, 2021 · Mangifera indica L. This study paper examines a wide range of pathogens and environmental factors in a thorough investigation of mango leaf and fruit Jan 1, 2016 · Waste dried Mangifera indica (mango) leaves were utilized as a promising source of mangiferin, a valuable biomolecule. Additionally, the essential oil of Mangifera indica leaves contains compounds like α-pinene, α Apr 26, 2023 · Native Americans have seen a tremendous cultural, economical, and religious effect from prehistoric times. Specifically, the study investigated the Oct 24, 2016 · Enclosing 'Nam Dok Mai #4' mango (Mangifera indica) fruit in bags 48 days after full bloom with two-layer paper (black inside with brown, brown and waxed and white outside), newspaper and golden Mar 7, 2024 · In the context of the mango leaf dataset, consisting of 5,000 images across eight categories, image masking involves isolating the relevant parts, such as the mango leaves, while removing any non-essential information. Charcoal production through cutting trees is a major driver of deforestation. P. the process and by-products of water disinfection [8,9], biomass as source of energy [10], trends in the Feb 5, 2021 · Those who may benefit in our research are the future researchers who would venture on a similar topic, as they can make use of our research data for their own investigation; the environmental sectors, as they are able to learn the recyclability of mango leaves and paper alternatives; and the public, for they will be able to adapt the use of The study confirms that the subjects who were under diet counseling, medication and mango-leaf powder showed considerable reduction in blood sugar level, and was previously referred to as non insulin-dependent diabetes mellitus (NIDDM). Nov 23, 2021 · Fabricated Paper Out Of Dried Mango (Mangifera Indica) Leaves And Banana (Musa) Peel Starch RESEARCH TITLE: THE PROBLEM INTRODUCTION The development of the fabricated paper industry through the different sectors as well as the department of science and technology increases its growth of demand and consumption every year. The mango fruit and leaf extract have been shown to boost vitality, vigor, and endurance, leading to extensive application in exercise physiology. Our main goal in this research is to introduce a computer-based approach, using machine learning, to detect these diseases in mango leaves. Early and | Find, read and cite all the research Jun 16, 2023 · diseases — anthracnose, alternaria leaf spot, leaf gall, leaf webber, and leaf burn were included in the authors' dataset of 1200 images of mango leaves. Spot is irregular with a water-soaked appearance and the shape of the spots is angular. Mangifera indica L. Leaves of the mango plant have been studied for their health benefits, which are attributed to a plethora of phytochemicals such as mangiferin, followed by phenolic acids, benzophenones, and other antioxidants such as flavonoids, ascorbic acid, carotenoids, and tocopherols. However, it has been reported that these approaches have some limitations to their In adults, mango consumers had significantly higher daily intakes of dietary fiber, magnesium, potassium, folate, vitamin A, vitamin C, and vitamin E and significantly lower intakes of added sugar and cholesterol, compared with non-consumers. 24 and 3. Approximately 3500 pictures were taken over a two-week Apr 11, 2024 · Previous research has demonstrated that mango leaf extract (MLE) can beneficially modulate cognitive function in both animals and humans. subtilis. The study wants to test the efficiency of mango leaf briquettes compared to regular charcoal for cooking various foods. For timely intervention and efficient management, early disease detection and classification are important. and others published Classification of Mango Varieties using Machine Learning Techniques | Find, read and cite all the research you need on ResearchGate Oct 28, 2019 · The development of dyeing frm natural substances for silk fabrics has been rapidly growing in recent years. Mangiferin is a predominant bioactive compound in mango tree bark and is found in the fruits, roots, and leaves as well. (Mango), a member of the Anacardiaceae family, is native to the tropical and subtropical regions of the world. 75% accuracy, better than many popular CNNs including SqueezeNet, ShuffleNet Jul 16, 2024 · In recent years, convolutional neural network (CNN) models and deep learning techniques have gained significant attention for plant disease detection. However, plant diseases threaten the livelihoods of this important source. The pathogen also causes blossom blight, leaf blight, and in severe cases tree dieback. pneumoniae, and S. Sep 19, 2024 · Diseased plants can cause severe financial losses for individual farmers. Banana mangoes have long, narrow leaves that are light green. (2020) reported that there was direct relationship between leaf area and yield in mango, yield was increased with increase This study introduces a new method of disease prediction for mango leaves by breaking it down into four main steps: preprocessing, image segmentation, feature extraction, and disease prediction. Sep 1, 2020 · The mango tree is affected by different diseases and it is very difficult to detect disease in naked eye. The mango leaf pictures were taken with a frequently accessible sony digital camera and mobile camera. Y 2019-2020 to 2020- 2021 Sep 16, 2022 · 2. Jul 18, 2022 · Conclusion: In conclusion, acetic acid has a better extracting potential than ethanol and water as a solvent for the extraction of mango parts. Nov 1, 2021 · In this work, a classifier was built to detect diseases on grape and mango leaves using the existing pre-trained deep learning model - AlexNet. , the temperature, time, and material-to Research Center‟, Vengurla and Mango Research Center Rameshwar, Tal. Feb 12, 2021 · The leaves of the mango plant have been studied for their health benefits which are attributed to the plethora of phytochemicals such as mangiferin followed by phenolic acids, benzophenones and Jan 6, 2024 · Leaves of M. Leaves of the mango plant have … Jan 29, 2021 · It is suggested that analyzing the soil, mango fruits, and mango plant leaves for their nutrient status can be useful to formulate fertilization strategies for higher fruit production and quality. This involved extracting and comparing RGB and texture characteristics of the images, along with preprocessing techniques such as rescaling contrast The effect of mango (MI) ingestion on blood glucose levels of normal and diabetic rats has been studied. The absence of real-time, automated systems for early detection and classification of mango leaf diseases hampers efforts to mitigate crop losses. The second sample shows the Banana mango leaf. Based on this analysis two topics are addressed in this research paper. Keywords- Mango Leave Disease, CNN, FeatureExtraction, Segmentation. , 2022). This flavonoid content is the cause behind mango leaf&#039;s immense potential in a wide range of sectors (Alighiri, et al. This paper presents a neural network ensemble (NNE) for mango leaf disease recognition Sep 21, 2020 · This research work proposes a new mango leather maker to facilitate a semiautomatic mango pulp drying process by addressing the issues of the open-air sun-drying process. The concentrated solution (20 L) was successively extracted with cyclohexane, EtOAc, and n-BuOH to yield a cyclohexane-soluble fraction, an EtOAc-soluble fraction, and an n-BuOH-soluble fraction, respectively. Having compared the chemical and thermal properties of the regularly used solid fuels (coconut shell charcoal and the wood charcoal), the results confirm that DML is comparably durable and Mango leaf extracts inhibit the growth of E. May 17, 2022 · In a study by Yusuf et al. Type 2 Diabetes M ellitus (DM) results from insulin resistance , a condition in which cells fail to use insulin properly, sometimes also with an absolute Nov 9, 2019 · Keywords—Disease identification, mango leaf disease, contrast enhancement, residual neural network, deep learning. Nov 21, 2022 · The β-carotene in mango flesh is as high as 200 mg/100 g, which is 10 and 50-fold higher than in bananas and apples. dark green leaves Bacterial and fungal diseases are major constraints for mango production, causing around 30% yield loss annually. The amount of mango waste generated can be very high; it has been recorded as high as 30% to 50% of the total weight of the fruit. In earlier research on mango leaf identification, Kien Trang et al. So, a crucial necessity exists to broaden the Sep 1, 2023 · Angular leaf spotorisariopsis leaf spot ([161], [162]) Cucumber, Papaya, Tobacco, Strawberry, Beans: Bacteria: 1. You can use mango extract that is used to flavor food as a dye in your own paper-making project. May 7, 2024 · This research paper aims to explore the effectiveness of transfer learning in the classification of mango leaves for disease diagnosis. , 2018) [9]. Varieties like Alphonso and other cultivars of mango is most prone to anthracnose caused by Colletotrichum gloeosporioides (Manasa et al. Jan 1, 2018 · Bioactive phytochemicals of the mango leaves were investigated. The model was trained on 7,222 openly available grape leaves from the PlantVillage dataset and 1,266 self-acquired mango leaves that include images captured in real conditions from the cultivation fields. Keywords: Chemical composition, mango leaf, yellow mustard seed, phytochemicals Introduction Sep 15, 2024 · In this paper, we evaluated the performance of vision transformers in identification of mango leaf diseases and compare them with popular CNNs. Goswami-Giri* Chemistry Research Laboratory, Department of Chemistry, B. These nutrients can change the natural color of mango leaves. Convolutional Neural Aug 22, 2022 · This research aimed to qualitatively and quantitatively screen major phytochemical groups present in the leaves of nineteen cultivars of mango tree extracted with three different solvents Oct 21, 2023 · A total of 45 mango accessions were assessed for morphological characters (leaf and fruit) using numerical approach. On Leaves Characteristic symptoms appear as oval or irregular vinaceous brown to deep brown spots of Jan 1, 2001 · PDF | Mango (Mangifera indica L. Mango Leaves ( Mangifera Indica) extract is effective as alternative insecticide against cockroach ( Periplaneta Americana), May 14, 2021 · Dry mangosteen leaves are one of the raw materials used to produce marker ink. belongs to the family of Anacardiaceae and is an important The document summarizes a study that aims to create an alternative to charcoal using mango leaves. - **Cleaning**: Wash Jan 18, 2019 · The researcher made three trials fortesting whereas in Trial 1 mixture containing 100 grams of pulverized mango leaves killed 5 mosquitos in 30 seconds. Mango leaves have several environmental benefits when used as an alternative to traditional paper products. while total phenol content was higher in mango leaf. Firstly, noise and other undesired artifacts are removed from the acquired raw image by median filtering & histogram equalization to improve the image's quality. This causes issues like soil erosion and decreased crop yields. pdf), Text File (. The proposed CNN model achieves an accuracy of 96. ) which is considered to have been originated from Indo-Burma region, is the most popular fruit in India and graded to | Find, read and cite all the research you The suitability of dried mango peel as substrate for biobutanol production was investigated. Mango leaf images Sep 1, 2021 · This research develops LeafNet, a Convolutional Neural network (CNN)-based approach to detect seven of the most common diseases of mango using their images of leaves. Leaves were separately dried in a stove at 36 °C until constant weight, and then crushed with a pestle and mortar until obtaining a homogeneous sample. Aug 1, 2024 · In this study, we conceived and constructed a mango leaf disease detection mechanism utilizing an ensemble convolutional neural network approach. Nadim, et al. Convolutional Neural Networks are end-to-end learning algorithms which perform automatic feature extraction and learn complex features directly from raw images, making them suitable for a wide variety of tasks like image Apr 1, 2018 · From Table 1, the IC 90 values for α-glucosidase inhibition assay of aqueous mango leaves extract, mangiferin and Acarbose were 345. 3. T. Temperature fluctuations frequently cause flowers to bloom [17 – 19]. Dec 1, 2023 · The research has been conducted on a novel mango leaf imagery dataset from the orchards in Bangladesh. Mangoes are highly affected by number of diseases, which hamper its appearance, taste and has huge impact on the economy. First, we use a technique called "k-means clustering" to analyze pictures of mango leaves. It is difficult to make an accurate diagnosis of mango leaf disease diagnosis with the naked eye. Despite advances, achieving high accuracy across diverse classes remains challenging. Polyphenols identified in mango mesocarp include mangiferin, gallic acid, gallotannins, quercetin, isoquercetin, ellagic acid, and β-glucogallin [18,19], with gallic acid being the most represented phenol compound in this fraction []. The current study aimed to systematically review the phytochemistry and biological effects of M. Mangiferin is the main active component in mango leaves and helps to scavenge oxidative free radicals and participate in antibacterial and immunomodulation [3, 4]. Fernández and others published Extraction of phenolic compounds from Mango leaves (Mangifera Indica L. Studies have shown that extracts from various Mangifera species, including Mangifera indica, have significant larvicidal activity against Aedes aegypti mosquitoes, inhibiting egg hatching effectively. The main As a result, mango leaves become a serious environmental issue. belongs to the family of Anacardiaceae and is an important fruit from South and Southeast Asia. 67% for identifying the leaf diseases in mango plant thereby showing the Dried mango leaves offer potential environmental benefits when used as an alternative paper material. This research introduces the idea of classifying a plant disease using CNN. I. Convolutional Neural Networks (CNN) have shown excellent Mango leaves (Mangifera indica) present a promising sustainable alternative to traditional paper production due to their rich bioactive compounds and environmental benefits. The ranking depends on the number of time the disease is present in fourteen considered papers of Table 1. Collection of the mango leaves Mangifera indica leaves were collected from mango trees in the garden. However, because to the presence of illnesses that harm both the leaves and fruits, mango production confronts major difficulties. [44], herbal tea formulations of powdered dried leaves of mango tree (Mangifera indica L. By the classification techniques data trained are produce with different diseases are identified. This fact has led to the application of mango leaves extract as an additive in chitosan-based films for its testing in cashew nuts preservation. There are more than 1000 mango cultivars worldwide [5, 6 May 6, 2021 · This research on the“Evaluation of the Bioactivities of Natural Phenolics from Mango (Mangifera indica Linn) Leaves for Cosmetic Industry Applications,”investigated samples of fresh leaves of mango cultivars (carabao, apple mango, pico, sinaging, and sipsipin) collected from San Miguel, Bulacan to explore its possible cosmetic applications. ## Sustainable Dyeing Agent - Mango leaves can be utilized to extract natural dyes, offering a non-toxic Dec 19, 2024 · The first sample shows the Amrapali mango leaf. e. A lot of computer-aided and machine learning techniques have recently been used by researchers for the classification of mango leaf diseases. Oct 31, 2016 · Based on this analysis two topics are addressed in this research paper. The Otsu Threshold Method is then used Following studies were excluded: studies exploring the repellency effect of chemical-based products, studies examining the repellency effect of animal extracts, animal studies (studies not on human subjects), articles without full texts, reviews, duplicate articles, abstracts, republished data, comments, conference papers, editorials, and Feb 1, 2021 · Considering the phytochemical profile and beneficial effects of the mango leaves, they can be used as a potential ingredient for the development of functional foods and pharmaceutical drugs, however, more detailed clinical trials still needed to be conducted for establishing the actual efficacy of the ML extracts. Photographs of mango cultivars in different ripening stages. doc / . The optimum dye extraction conditions i. April 2023; Data in Brief 47(6 Mango is also a particularly rich source of polyphenols, a diverse group of organic micronutrients found in plants which exert specific health benefits []. Extraction medium was optimized by extracting dyes from fixed quantity of crushed leaves under pH values from 3 to 12. Automated recognition of mango plant leaf diseases is still a challenge as manual disease detection is not a feasible choice in this computerized era due to its high cost and the non-availability of mango experts and the variations in the symptoms. India, China, Thailand, Indonesia, Pakistan, Mexico, Brazil, Bangladesh, Nigeria, and the Philippines are among the top mango producer countries. ## Collection and Initial Processing - **Harvesting**: Collect fresh mango leaves, preferably during the tender stage for optimal quality. They trained a model to classify t he images Apr 30, 2019 · of the mango p lant like stem, fruit, leaves, b ranch etc. 2 Methodology The color feature system (built using MATLAB and C#) has the following steps (Fig. Alialmosawi. (1) Disease identification using the OpenCV libraries (2) Leaf shape based disease identification. In the traditional method where manual labour and experiences play important roles, early plant disease detection and prevention for field crop are inefficient. As stated by Laftah (2015), the pulp and paper industries have been described as the major users of natural resources (wood) and energy (electricity), including water, and important contributors to environmental pollution. Sep 1, 2020 · In summary, the dyes extracted from mango leave and mango peel were found to be effective colouring agents for the dyeing of cotton fabrics. Healthy and diseased mango leaf images were manually obtained from main producing locations in Amhara Region for Merawi fruit and vegetable research identification. 2019). INTRODUCTION Mango is also known as the King of Fruit, as it accounts for around 40% of global mango production and ranks top Recent research has demonstrated the relevance of mango polyphenols to intestinal health and in the prevention of chronic inflammatory diseases including inflammatory bowel diseases . The leaves were washed by tap water and dried at room temperature, then made as powder using post- harvest disease of mango throughout the world (Uddin et al. Use these beautiful papers in a variety of uses Jan 1, 2013 · Only the pulp is consumed from the mango while the leaves, seeds, skin, and stems are discarded, representing between 35 to 60 % of the total biomass of this fruit crop (Pratelli et al. N. In this research and education area, a novel hybrid approach utilizes Convolutional Neural Networks (CNN) and Support Vector Machines to identify May 28, 2021 · Varietal difference of leaf protein was also studied in five different cultivars of mango (Pusa Arunima, Pusa Surya, Amrapali, Mallika, and Dushehari) grafted on three different rootstocks (K-5, Kurakkan, and Olour), and it was found that Amrapali on K-5 rootstock has higher leaf protein (146. Jan 1, 2021 · Mango (Mangifera indica L. 3. Additionally, the utilization of mango leaves in eco-friendly practices, such as water purification and herbal tea production, showcases their Feb 5, 2021 · Chandler (2017) stated that for scrap booking or card producing, botanical paper with flecks of leaves pressed into the pulp is beneficial. However, there is little evidence to support this theory, although the leaves are occasionally used in traditional holistic healing practices across Sep 9, 2023 · This review paper delves into the intricate interrelationships among micronutrient interventions, carbohydrates, and osmostimulants, investigating their collective influence on diverse aspects of Jun 21, 2023 · mango leaves are the cause of the floral stim ulus, whereas young leaves prevent the initiatio n of floral buds [16]. Jul 10, 2010 · Studies indicate mango possesses antidiabetic, anti-oxidant, anti-viral, cardiotonic, hypotensive, anti-inflammatory properties. Python’s TensorFlow framework was used to build a deep learning model with several layers. Health Benefits: Previous and current research demonstrate that the mango fruit and leaf extract, which is enriched in mangiferin and contains structurally diverse chemical constituents, are beneficial. The intestinal microbiome plays a crucial role in building and maintaining intestinal barrier function, metabolizing unabsorbed food components, and regulating Mar 13, 2021 · This relation has been reported by various scientists like Samant et al. The 14 traits including leaf blade length, leaf blade width, petiole length Jul 1, 2023 · The antioxidant capacity of mangiferin, present in mango leaves and bark, and to a lesser extent in the fruit pulp, has been widely demonstrated in different studies such as its capacity to inhibit the Fenton reactions and lipidic peroxidation through the formation of a stable complex with Fe 3+ (Benard and Chi, 2015). Jan 1, 2018 · The air-dried leaves of mango (20 kg) were pulverized and then extracted three times with 70% ethanol-water (3 × 50 L) for 2 h at reflux. Aug 1, 2022 · This bibliometric research is focused on the specific research of single by-products, e. This work aims to develop a robust and accurate model to distinguish between healthy mango leaves and leaves affected by common diseases such as Anthracnose, powdery mildew [ 14 ], bacterial black spot, etc Sep 21, 2017 · Today, paper can be made of any material that has been pulped, compressed and dried. Bandodkar College of Science, Chendani Bunder road, Thane - 400 601 Maharashtra (India) Abstract Present research work focused on mango seed hard To prepare mango leaves for paper making, a systematic approach is essential, focusing on the processing and integration of the leaves into the pulp mixture. The study aimed to address the environmental problems caused by tree cutting for paper production. 68 mg/100 g FW, respectively) and in Pica compared to Tommy Atkins mangoes (4. Dec 14, 2021 · Mango fruit is in high demand. MangoLeafBD: A Comprehensive Image Dataset to Classify Diseased and Healthy Mango Leaves Author: Sarder Iftekhar Ahmed, Muhammad Ibrahim, Md. 2 ): Mar 7, 2024 · PDF | Mango leaf diseases can have detrimental effects on the productivity and health of mango trees, leading to significant economic losses. , 2020). The review consists of four parts for better understanding of the reader. It is commonly known as the "king of fruits". Applications of image processing techniques and computer vision may provide a . 0001 Jan 6, 2024 · Mangifera indica L. Feb 10, 2023 · PDF | On Feb 10, 2023, Sachin Jain and others published Mango Leaf disease Classification using deep learning Hybrid Model | Find, read and cite all the research you need on ResearchGate Chemical Science Review and Letters ISSN 2278-6783 Research Article Environmental Friendly Approach in Paper Making using Natural Organic Waste Saiprabha Mahale and Anita S. 5% (w/w) of reducing Dec 13, 2023 · The aim of this paper is based on the detection of disease classification on Mango leaf through the high performances convolution neutral network and Feature Selection. The leaves of the mango plant, known for their adsorption capabilities, can be utilized for various purposes beyond traditional applications. 25 mg/100 g FW, respectively) [ 53 ]. 47 mg g −1 fresh weight) followed by Amrapali on Jan 1, 2016 · Mangifera indica L. presented an image-based mango leaf disease identification method using a deep neural network with contrast enhancement and transfer learning from the PlantVillage dataset (Trang et al. Existing CNN models have demonstrated moderate accuracy in classifying a limited number of mango leaf diseases. How can dried mango leaves be used in paper-making? 4 answers. Some phenolics showed potent anti-inflammatory and antioxidant activities. Five different leaf diseases such as Anthracnose, Alternaria leaf spots, Leaf Gall, Leaf webber, Leaf burn of Mango has been identified in a dataset consisting of 1200 images of diseased and healthy mango leaves. Research Hypotheses. Leaves of the mango plant have been studied for their health benefits, which are attributed to a plethora of phytochemicals such as Aug 11, 2023 · In response, researchers aimed to convert waste from dried mango leaves into particle boards for construction, aiming to reduce solid waste and promote environmental sustainability. This study aimed to explore the plant species prodsucing unique dyes and patterns on Aug 4, 2018 · The researcher uses 500 images of healthy mango leaves and 700 images of leaves with five different diseases-anthracnose, alternaria leaf spot, leaf gall, leaf webber, and leaf burn were included Plant diseases have a great influence on the productivity and economics of agriculture. Sindhudurga ,India. 1 Dried Mango Leaves as Charcoal Dried mango leaves (DML) as an agro-waste can be an essential alternative solid fuel in the form of charcoal briquettes. 4 Layers of the DL model Fig. The stem-bark of aqueous extract of MI was used to examine the antiinflammatory, analgesic and antidiabetic properties. Jun 30, 2022 · The experimental analysis was conducted on mango leaves of the Kensington pride cultivar, obtained from Sicilian mango (Lentini, Italy). The main purpose of this work is to detect various nutrient deficiencies of mango leaves. • CNN-based model, LeafNet has been developed with multiclass classification for the seven most prevalent mango diseases. Sooty Mold, both of which harm mango leaves and reduce overall mango production. The water-soaked area later turns Gray and dies. also proper preventive care is provided for the affected region of the mango plant so that product ion of mango fruit will increase as In the research paper, Bed Prakash et al. More than 1500 mango species are cultivated in India and more than 1000 of them are commercial varieties. To achieve image masking on the mango leaf dataset, various algorithms and methods can be employed. Such leaves are considered to be deficient. Dried mango leaves can be effectively utilized in paper-making, particularly in the production of health fragrant tipping paper. Jan 6, 2024 · Mangifera indica L. Mango leaves are high in flavonoids such as quercetin, gallic acid, gallotannins, and iriflophenones, according to previous research. This research paper is an attempt to provide the timely and accurate detection and identification of mango leaf diseases. Four novels and eighteen known phenolics were isolated from mango leaves. 5 Results showing a Healthy leaf versus a Diseased leaf Detecting Diseases in Mango Leaves … 191 6 Conclusions and Future Scope Disease prediction in mango leaves was done using CNNs. May 6, 2019 · Mango leaves, a kind of nonedible lignocellulosic material (LCM) that possess a relatively 80. Taking the growing volumes of paper manufacture into account, it is possible to use fallen leaves instead of wood in the pulp and paper industry. Initially a data set is created by extracting Nov 30, 2023 · In their research, Mustafa Merchant and colleagues developed a clustering technique to detect nutrition-related deficiencies in mango trees using high-definition camera images of mango leaves. 2. Type 2 Diabetes M ellitus (DM) results from insulin resistance , a condition in which cells fail to use insulin properly, sometimes also with an absolute Feb 5, 2021 · Those who may benefit in our research are the future researchers who would venture on a similar topic, as they can make use of our research data for their own investigation; the environmental sectors, as they are able to learn the recyclability of mango leaves and paper alternatives; and the public, for they will be able to adapt the use of The study confirms that the subjects who were under diet counseling, medication and mango-leaf powder showed considerable reduction in blood sugar level, and was previously referred to as non insulin-dependent diabetes mellitus (NIDDM). So, the timely control of mango plant diseases is necessary to gain high returns. Leaves, fruits, and stems are affected. In the West, wood pulp is the most common substance used in paper, but in the East, paper may be made of mango leaves. Amrapali mangoes are known for their sweet flavor and have vibrant green leaves. Images of healthy mango leaves as well as the leaves with a variety of illnesses brought on by pathogens and pests are included in the dataset used in the study. In Trial 2 mixtures of 150 grams pulverized mango leaves killed 8 mosquitos in 20 seconds. Currently, farmers face delayed Mango is the fruit of high economic and ecological importance in India, as it exports mangoes in large quantities. This can bring negative effects in stopping the spread of diseases. May 9, 2016 · Identification of mango leaves The mango species used in this study were identified by their leaves by the taxonomist Dr. Dried mango peel contains 30 ± 2. ), and ginger powder have May 6, 2021 · This research on the“Evaluation of the Bioactivities of Natural Phenolics from Mango (Mangifera indica Linn) Leaves for Cosmetic Industry Applications,”investigated samples of fresh leaves of mango cultivars (carabao, apple mango, pico, sinaging, and sipsipin) collected from San Miguel, Bulacan to explore its possible cosmetic applications. The researchers employed descriptive and developmental research approaches to understand their research topic thoroughly. It also examines the duration of Aug 10, 2022 · Shedding of leaves helps trees to conserve water and energy. May 19, 2022 · Highest carabao mango producing province in 2017 is Ilocos Region with 26% followed by Zamboanga Peninsula contributing to 11% of total production of the Philippines. ) is favoured for its delicious and juicy nature of the fruit and one of the important fruits of the world. 05 μg/mL, and 447. indica exhibit pharmacological potential as a panacea. 7% of holocellulose (inclusive of cellulose and hemicellulose), appear to be potential candidate to Therefore, to achieve the bio-active characteristics, they implemented on the one hand the procedure of melting the nano-fiber extracted from the chemical treatment of the paper industry, a technique that is based on the grouping of the compounds on the surface of generated components, so that the process begins with the dilution of the extracts of the mango leaves together with the nano-fiber The mango, or Mangifera indica, is a beloved tropical fruit that is well-known for its delicious flavor and nutritional benefits. The study was conducted by 5 students at City of Batac National High School in the Philippines under the guidance of their research adviser. 4. Find methods information, sources, references or conduct a literature review on MANGO Five different leaf diseases such as Anthracnose, Alternaria leaf spots, Leaf Gall, Leaf webber, Leaf burn of Mango has been identified in a dataset consisting of 1200 images of diseased and healthy mango leaves. Dyes extracted from mango leaves contain more colouring material than dyes extracted from mango peels. 15 and 9. The amount of mangiferin and its derivatives is higher in the peel than in the pulp (22. Jan 1, 2021 · PDF | On Jan 1, 2021, Rabia Saleem and others published Mango Leaf Disease Identification Using Fully Resolution Convolutional Network | Find, read and cite all the research you need on ResearchGate Plants have developed an imperative source of energy and aimportant problem in solving the problem of global warming. The first part corresponds to the description on the nutritional content of mango fruit based on its macronutrients (carbohydrates, lipids and fatty acids, proteins and amino acids, and organic acids) and micronutrients (vitamins and minerals). Different extraction procedures like three-phase partitioning and batch extraction were evaluated to get an optimum yield of mangiferin. aureus, but no inhibition zone against B. For most world countries, the alternative to wood is a by-product of the seasonal cycle fallen leaves. This innovative paper incorporates dried mango leaves alongside other materials such as hardwood pulp and bamboo pulp, enhancing its functional properties. Amongst all the challenges, the Jul 31, 2022 · This paper discusses the existing methodology to classify diseases in mango plant leaves by implementing ensemble technique (Stack) which includes algorithms like Decision Tree (DT), Support Feb 16, 2021 · Mangifera indica L. The model will be used to categorise mango leaf diseases. Mango leaves possess repellent properties against mosquitoes due to their chemical composition. g. By using these system we can detect leaf diseases in various plants there are three different leaf diseases such as Anthracnose, Powdery Mildew, Red Rust of Mango has been identified in a dataset consisting of 1200 images of diseased and healthy mango leaves. docx), PDF File (. (1 This document summarizes a student research project on the feasibility of using dried leaves to produce paper. The results from this research suggest that mango flour can possibly help in the treatment of diabetes. ) with Supercritical Fluids | Find, read and cite all the Fig. To construct the first dataset, the entire mango leaf was photographed. ), leaves of drumstick tree (Moringa oleifera Lam. The mango leaf powdery mildew disease poses a serious threat to mango production society globally by significantly lowering yield and quality. Then, we extract This research paper is an attempt to provide the timely and accurate detection and identification of mango leaf diseases. This paper has a neutral pH. Based on mulberry paper there’s a lot Mar 12, 2013 · Mango leaves and fruits: The leaves are long and leathery. 67% for identifying the leaf diseases in mango plant thereby showing the The study intends to investigate the variety in how these illnesses emerge on mango leaves and assess the efficiency of ConvNeXt models in identifying and categorizing them. Jan 1, 2008 · Symptoms The disease cause leaf spot, leaf blight, wither tip, blossom blight and fruit rots. , 2018) [17]. Mango consumption was also associated with a better diet quality vs. This allows for the high-value utilization of mango resources and the production of safe and pure mangiferin extracts Aug 18, 2021 · PDF | On Aug 18, 2021, Vijay C. While the mixture having 200 grams of pulverized mango leaves killed 13 mosquitos in just 10 seconds. Amongst number of diseases, Anthracnose is the most Introduction In connection with the worsening issues of environmental safety, economical use and restoration of natural resources. indica leaves (MILs). 5 Research Paper Senior High School Research in Daily Life 1 Binangonan Catholic College Binangonan, Rizal S. Apr 1, 2018 · The results showed that mangiferin strongly inhibited both α-amylase and α-glucosidase activity, with much higher potency than Acarbose and mango leaves extract, while mango leaves extract showed higher anti-oxidant activity compared to mangiferin. Dried mango leaves (DML) can be utilized as a renewable source of energy through charcoal briquettes. However, research using this free and abundant resource is rather limited. More so, young mango leaves extracted with acetic Jul 14, 2015 · The aim of the study was to evaluate the performance of dyes extracted from mango leaves in silk dyeing. Various parameters affecting the extraction process like salts, time, slurry to t-butanol ratio, ammonium sulfate, pH 6 and solute to Insecticides”. Subject: Complex STM Content Created Date: 20220907012440Z Apr 1, 2023 · In this research, we aim to develop a standard, ready-to-use, and publicly available dataset of images of mango leaves of Bangladesh. zjj cnfkq dkxq zaxy ijzs lffgwkhz idgaz aggvgh jwlp ozchtt