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69 articles for “crop yield”
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Estimation of Crop Yield Prediction Using Machine Learning Technique.
Abstract: Agriculture serves as the primary source of livelihood for a significant portion of India's population, but it faces a myriad of challenges, including climate variability, soil fertility issues, and reliance on traditional farming practices. To address these challenges, researchers are increasingly turning to machine learning (ML) methodologies to predict crop yields more accurately. Studies have delved into the effectiveness of various ML algorithms such as Random Forest, Gaussian Process Regression, …
Published in International Journal of Agrochemistry · Vol. 10, Issue 1, 2024 · pp. 7–12 Read article
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Review on the Effect of Climate Change on Crop Yield
Abstract: Climate change is a universal encounter having a substantial probable to modify crop yields global. Thus, the purpose of crop yield is important in the prospect of food security for agro-economic regions. Therefore, this reviews focus on the effect of climate change on crop yield. Changes in annual rainfall, average temperatures, global increase of atmospheric CO2 and fluctuation in sea levels can reduce crop yield. The climate changes affect the …
Published in International Journal of Renewable Energy and its Commercialization · Vol. 7, Issue 1, 2021 · pp. 35–45 Read article
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AI-Integrated Precision Agriculture System for Fertilizer Optimization, Multimodal Crop Yield Prediction
Abstract: Agriculture is rapidly transforming into a data-driven ecosystem supported by advances in artificial intelligence (AI), Internet of Things (IoT) sensor networks, and satellite remote sensing technologies. These innovations enable precision-driven decision-making aimed at improving productivity while minimizing environmental impact. This paper presents an AI-integrated precision agriculture system designed to optimize fertilizer usage and enhance crop yield prediction accuracy through a robust multimodal deep learning framework. The proposed approach integrates heterogeneous …
Published in International Journal of Plant Biotechnology · Vol. 12, Issue 1, 2026 · pp. 11–17 Read article
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Nanomaterial’s in Agriculture: Enhancing Crop Yield and Sustainability
Abstract: Nanotechnology has emerged as a promising frontier in agriculture, offering unique opportunities to address pressing challenges in food production and sustainability. This abstract explores the applications of nanomaterials in agriculture, with a focus on their role in enhancing crop yield and promoting sustainable farming practices. The utilization of nanomaterials in agriculture opens up new possibilities for targeted delivery of nutrients, pesticides, and growth-promoting agents. Nanoparticles, owing to their small size …
Published in International Journal of Nanomaterials and Nanostructures · Vol. 9, Issue 1, 2023 · pp. 25–29 Read article
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IoT based Crop Yield Prediction System using Arduino
Abstract: India is known as an agriculture country, where most villagers have agriculture as a main income source. Agriculture plays a vital role in the Indian economy. India has over 16% GDP based on agriculture. The production of various crops cultivated in India has its own role in the economy as importation and exportation is also important for India’s GDP. As we are progressing through this time, so called ‘progress’; is …
Published in International Journal of Analog Integrated Circuits · Vol. 10, Issue 2, 2024 · pp. 1–10 Read article
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Photosynthesis at high altitude: A case study in Trans Himalayan region
Abstract: Photosynthesis is the basis of life on earth that converts light energy into chemical energy and is the primary component of crop yield. Significant increase in crop yield by enhancing photosynthesis can answer to global food security. With the increase in population size and limited land availability, efforts have been made to grow crops in tough terrains like high altitude areas. As one ascends a mountain, environmental conditions such as …
Published in International Journal of Plant Biotechnology · Vol. 2, Issue 2, 2016 · pp. 25–34 Read article
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Utilization of rhizobacteria, Pseudomonas trivialis (L) and Earthworm, Eudrilus eugenae (L) for the qualitative and quantitative yield in the crop of radish, Raphanus sativus) (L).
Abstract: The specific density of soil microorganisms and earthworms in soil serve to orchestrate the crop growth progression. There is fruitful interactions among soil microorganisms with earthworms and crop in the field that can change the response of growth and development. The rhizobacteria, Pseudomonas trivialis (L) is a deleterious rhizobacteria (DRB) or a plant growth promoting rhi-zobacteria (PGPR) depending on the plant species. It is well known to produce Indole Acetic …
Published in International Journal of Agrochemistry · Vol. 4, Issue 2, 2018 · pp. 24–42 Read article
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Effect of Soil pH on the Germination and Growth of Triticum aestivum (Wheat) and Zea mays (Maize)
Abstract: Because of its effects on nutrient availability, microbial activity, and the solubility of hazardous elements, all of which can have a substantial impact on crop productivity, soil pH is a crucial factor determining plant growth and development. Understanding how different pH levels affect the vegetative growth of crops is crucial for optimizing agricultural practices. This study examines the impact of soil pH – acidic, neutral, and alkaline – on the …
Published in International Journal of Agrochemistry · Vol. 11, Issue 2, 2025 · pp. 1–8 Read article
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Climate Change-Implications for Agriculture and Food Security
Abstract: Abstract The warning signs of global warming have appeared everywhere, right from increased concentration of greenhouse gases in the atmosphere, to increasing temperatures, and occurrence of extreme events like droughts, floods, intense rains, and cyclones, besides melting of glaciers and rise in sea levels. The objectives of this paper are to present likely scenarios, risks to agriculture, food security and livelihoods arising out of climate change in coming few decades. …
Published in International Journal of Water Resources Engineering · Vol. 1, Issue 2, 2015 · pp. 4–32 Read article
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Developing Smart Farming Solutions: IoT-Based Techniques for Precision Agriculture
Abstract: A precision agricultural system is a smart farm management system that minimizes production costs while maximizing productivity and profitability through the identification, analysis, and management of field variability using information and technology. Because of the public's increased environmental consciousness, we must alter agricultural management practices to assure economic success while safeguarding natural resources like water, air, and soil quality. With the introduction of Internet of Things (IoT) technology, precision agriculture …
Published in International Journal of Electrical Power System and Technology · Vol. 10, Issue 1, 2024 · pp. 30–36 Read article
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Agrochemicals and Human Health: A Review
Abstract: The chemicals used for the management of ecosystem of agriculture ae said to be the agrochemicals. The fertilizers utilized for crop yield; chemical agents designed to change the pH of soil (acidifying agents); chemicals used as the soil conditioners; chemicals used for killing the pests of field crops; chemicals used in the raising of livestock (Examples: antibiotics and hormones) such and other chemicals constitute the agrochemicals. The modern practices for …
Published in International Journal of Agrochemistry · Vol. 6, Issue 2, 2020 · pp. 1–11 Read article
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Bio-Fertilizer in Forest Nursery-A Review
Abstract: Many micro-organisms like bacteria, fungi, algae possess plant growth promoting mechanisms. These micro-organisms may be implemented as biofertilizers in agriculture and forestry, improving crop yields. These Biofertilizers can enhance plant increase through numerous different mechanisms. The synthesis of plant nutrients or phytohormones, which may be absorbed with the aid of using plants, mobilization of soil compounds, making them to be available for the plant for use as nutrients, the safety …
Published in International Journal of Industrial Biotechnology and Biomaterials · Vol. 6, Issue 2, 2020 · pp. 1–14 Read article
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Preceding winter season crops and residue management practices on root: shoot characters,yield and economics of succeeding pearlmillet under no-ill tilled semi-arid ecosystem
Abstract: Conservation agriculture practices,such as no-tillage with residue recycling is a very popular feasible approach to increase the productivity and resource-use efficiency under rainfed ecosystem. A field experiment wasaccomplished at IARI, Pusa, NewDelhi toidentify suitable pearl millet based cropping systems mainly with wheat, chickpea and mustardalongwith the organic mulches,viz.no residues, crop residues and Leucaenatwigs applied to both summer and winter season crops grown in sequence during 2010–2011 and 2011-2012. Both rainy- …
Published in International Journal of Agrochemistry · Vol. 5, Issue 1, 2019 · pp. 16–27 Read article
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A Review on Effect of Various Parameters for Analysis of Rice Yield
Abstract: Climate change represents a transformation in the long-term weather patterns that define various regions across the globe. The term & weather & pertains to the short-term fluctuations in temperature, wind, and precipitation within a specific area. Over time, climate alterations can have diverse effects on agriculture, impacting aspects such as crop quantity, quality, productivity, growth rates, photosynthesis, transpiration rates,and moisture availability, among others. Among all cultivated crops, rice stands out …
Published in International Journal of Plant Biotechnology · Vol. 9, Issue 1, 2023 · pp. 57–66 Read article
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Robotic Spray Systems for Efficient Crop Protection in Modern Agriculture: A Review
Abstract: The agriculture sector is one that requires a lot of manpower and resources. As a result, farmers are increasingly relying on automation and technology to solve this problem. However, robots for agriculture are far too expensive, slow, and intricate to be made available to the general population. To eradicate insects and weeds, increase crop yield, and enhance crop quality, pesticides and herbicides are frequently used in floriculture, agriculture, and horticulture. …
Published in International Journal of Analog Integrated Circuits · Vol. 9, Issue 1, 2023 · pp. 48–52 Read article
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Residue Management and Preceding Winter Crops on Root Characteristics, Weed Dynamics, Productivity, Nutrient Uptake and Profitability of Green Gram under Zero–till Semi-arid Condition
Abstract: Field experiments under zero-till rainfed conditions were conducted during 2010–11 and 2011–12 at New Delhi for evaluating the agronomic performance and economics of green gram influenced by residue management practices, viz. no-residue, crop residues and Leucaena twigs applied to three preceding winter-season crops, such as wheat, chickpea and mustard. All crops were grown under zero-tillage following recommended practices under rainfed conditions. Green gram showed higher root length density (RLD), root …
Published in International Journal of Plant Biotechnology · Vol. 5, Issue 1, 2019 · pp. 18–28 Read article
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Review of Biopolymers in Agriculture Application: An Eco-friendly Alternative
Abstract: The emergence of biopolymers as critical components in sustainable agricultural practices marks a significant shift towards environmentally friendly technologies. Biopolymers, naturally occurring macromolecules derived from renewable resources, offer numerous advantages over traditional synthetic polymers, including biodegradability and non-toxicity. The function of biopolymers for agriculture is investigated in this paper, with particular attention paid to their uses, benefits, and limitations, as well as any potential future developments. Biopolymers are utilized in …
Published in International Journal of Composite and Constituent Materials · Vol. 10, Issue 1, 2024 · pp. 46–57 Read article
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Nanosensors in Agriculture Field: A Study
Abstract: The agricultural sector faces numerous challenges, including the need for increased productivity, concentrated environmental influence, and improved food security due to a growing global population. Traditional agricultural practices frequently fall short in addressing these issues, foremost due to suboptimal crop yields and inefficient resource management. One of the pressing problems is the difficulty in real-time monitoring of soil health, plant growth, and pest infestations, which can impede timely decision-making and …
Published in International Journal of Applied Nanotechnology · Vol. 10, Issue 2, 2024 · pp. 12–22 Read article
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Genetically Modified Crop Plants: A Review
Abstract: Genetically Modified (GM) crop plants have revolutionized agriculture by offering numerous benefits such as increased crop yields, enhanced resistance to pests and diseases, and improved tolerance to environmental stresses. This review delves into the advancements in biotechnology that have paved the way for the development and adoption of GM crop plants. The utilization of recombinant DNA technology, involving the transfer of desired genes into plant genomes, has enabled the creation …
Published in International Journal of Agrochemistry · Vol. 9, Issue 2, 2023 · pp. 20–26 Read article
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IoT-Powered Weather Monitoring and Irrigation Automation: Transforming Modern Farming Practices
Abstract: It is proposing an IoT-based weather monitoring system. This will monitor, in real-time, the critical environmental parameters aid for farming. Soil moisture, temperature, humidity, and rainfall will be measured parameters that help optimize agricultural practices and perfect the use of water. The IoT technology will, therefore, include a microcontroller such as NodeMCU that tracks soil moisture levels and automates irrigation. If the soil moisture falls below 50%, then the programming …
Published in International Journal of Telecommunications & Emerging Technologies · Vol. 11, Issue 1, 2025 Read article