Soumik Ray
YOU?
Author Swipe
View article: Climate modeling for South Asia: statistical and deep learning for rainfall and temperature prediction
Climate modeling for South Asia: statistical and deep learning for rainfall and temperature prediction Open
View article: Estimation of Disease Severity and Screening of Sheath BlightResistant Cultivar among Indigenous Rice Genotypes
Estimation of Disease Severity and Screening of Sheath BlightResistant Cultivar among Indigenous Rice Genotypes Open
Sheath blight of rice caused by Rhizoctonia solani is a major disease that causes substantial yield loss of production globally. Development and use of resistant cultivars is a cost-effective strategy to manage the disease. The present s…
View article: STATE OF ART OF TOP THREE RICE PRODUCTION COUNTRIES USING GWO AND FIRST ORDER GLDM MODEL
STATE OF ART OF TOP THREE RICE PRODUCTION COUNTRIES USING GWO AND FIRST ORDER GLDM MODEL Open
Stabilising market dynamics, directing agricultural policies, and guaranteeing food security all depend on accurate rice production predictions. The importance of creating accurate prediction models has grown due to the effects of urbanisa…
View article: Forecasting and Yield Sustainability Insights into Potato Production in Madhya Pradesh, India
Forecasting and Yield Sustainability Insights into Potato Production in Madhya Pradesh, India Open
Background: This study utilized the autoregressive integrated moving average (ARIMA) model, Trend and sustainability approaches to analyze the annual potato area, production and productivity data from 1970 to 2023. The primary focus of thi…
View article: Native structure of the monoclonal therapeutic CD20 antibody ocrelizumab
Native structure of the monoclonal therapeutic CD20 antibody ocrelizumab Open
Immunoglobulin G (IgG) is fundamental to adaptive immunity and numerous monoclonal IgGs (monoclonal antibodies (MAbs)) have been developed as therapeutics for various diseases, including ocrelizumab (OMAb), a CD20 MAb used for treating mul…
View article: Deep Learning Enhancements for Carbon Price Forecasting: Epsilon-Insensitive LSTM and Transformer Approaches in the Korean Emission Trading System
Deep Learning Enhancements for Carbon Price Forecasting: Epsilon-Insensitive LSTM and Transformer Approaches in the Korean Emission Trading System Open
View article: Technological responsiveness of organic production system in Terai region of West Bengal, India
Technological responsiveness of organic production system in Terai region of West Bengal, India Open
View article: State of the art in energy consumption using deep learning models
State of the art in energy consumption using deep learning models Open
In the literature, it is well known that there is a bidirectional causality between economic growth and energy consumption. This is why it is crucial to forecast energy consumption. In this study, four deep learning models, i.e., Long Shor…
View article: Crop-weather relationship of finger millet varieties under varying environments at Keonjhar, Odisha
Crop-weather relationship of finger millet varieties under varying environments at Keonjhar, Odisha Open
Finger millet, scientifically known as Eleusine Coracana, Poaceae family and is often referred to as mandua or ragi in India.The cultivation of finger millet in India spans an area of around 1.19 million hectares, resulting in an output of…
View article: Exploring stress management strategies among farm women of South Odisha
Exploring stress management strategies among farm women of South Odisha Open
The study investigates stress management practices among farm women in South Odisha, a demographic historically pivotal in agriculture yet confronted with significant disparities. Utilizing a sample of 180 respondents from 18 villages acro…
View article: Python code for modeling ARIMA-LSTM architecture with random forest algorithm
Python code for modeling ARIMA-LSTM architecture with random forest algorithm Open
View article: Evaluation of management practices in rice–wheat cropping system using multicriteria decision-making methods in conservation agriculture
Evaluation of management practices in rice–wheat cropping system using multicriteria decision-making methods in conservation agriculture Open
In this study, we employed two multiple criteria decision-making (MCDM) methods, namely the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) and the Analytic Hierarchic Process (AHP), to determine the best management…
View article: Influence of rice grain traits to their susceptibility to the lesser grain borer, Rhyzopertha dominica (F.) (Coleoptera, Bostrichidae)
Influence of rice grain traits to their susceptibility to the lesser grain borer, Rhyzopertha dominica (F.) (Coleoptera, Bostrichidae) Open
Rice grains of 20 varieties were tested for their physical and biochemical basis of resistance against lesser grain borer, Rhyzopertha dominica (F.) (Coleoptera, Bostrichidae). Physical parameters such as grain length x breadth, thousand s…
View article: Pollinators diversity and pollination effects on yield attributes of sunflower (Helianthus annuus Linnaeus) in Odisha, India
Pollinators diversity and pollination effects on yield attributes of sunflower (Helianthus annuus Linnaeus) in Odisha, India Open
In the study on the diversity of pollinators and their pollination efficiency in sunflower (Helianthus annuus L.) under field condition of Odisha during 2021-22, recorded 18 species of pollinators. Indian honeybee, Apis cerana indica F. (H…
View article: Efficacy of Natural Products Against Lesser Grain Borer <i>Rhyzopertha dominica</i> (F.) In Stored Paddy
Efficacy of Natural Products Against Lesser Grain Borer <i>Rhyzopertha dominica</i> (F.) In Stored Paddy Open
Twelve phyto products and two forms of cow dung were evaluated during 2021- 22 in the Entomology Research Laboratory, M S Swaminathan School of Agriculture, Centurion University of Technology and Management, Gajapati District of Odisha for…
View article: Use of Factor Scores in Multiple Regression Model for Predicting Customer Satisfaction in Online Shopping
Use of Factor Scores in Multiple Regression Model for Predicting Customer Satisfaction in Online Shopping Open
Online shopping can be done from our convenient places like home, office, etc., and the product will be delivered to the respective places. There are many factors influencing online shopping. The purpose of this study is to develop a stati…
View article: Modeling and Forecasting of Coconut Area, Production, and Productivity Using a Time Series Model
Modeling and Forecasting of Coconut Area, Production, and Productivity Using a Time Series Model Open
The study aimed to compare ARIMA and Holt's models for predicting coconut metrics in Kerala. The coconut data series was collected from the period 1957 to 2019. Of this, 80% of the data (from 1957 to 2007) is treated as training data, and …
View article: Applications of Deep Learning Models for Forecasting and Modelling Rainwater in Moscow
Applications of Deep Learning Models for Forecasting and Modelling Rainwater in Moscow Open
To model and forecast complex time series data, machine learning has become a major field. This machine learning study examined Moscow rainfall data's future performance. The dataset is split into 65% training and 35% test sets to build an…
View article: Comparison Study Using Arima and Ann Models for Forecasting Sugarcane Yield
Comparison Study Using Arima and Ann Models for Forecasting Sugarcane Yield Open
Sugarcane is the largest crop in the world in terms of production. We use sugarcane and its byproducts more and more frequently in our daily lives, which elevates it to the status of a unique crop. As a result, the assessment of sugarcane …
View article: Diversity and Relative Abundance of Insect Pollinators on Pigeon Pea (Cajanus cajan L.) in Gajapati District of Odisha
Diversity and Relative Abundance of Insect Pollinators on Pigeon Pea (Cajanus cajan L.) in Gajapati District of Odisha Open
Background: Many cross pollinated flowering plants rely on pollinators for reproduction and survival. The pigeon pea (arhar), Cajanus cajan L., is the India’s most important pulse crop. It attracts pollinators because to its cross pollinat…
View article: Physical Attributes of Wheat Varities in Relation to <i>Rhyzopertha dominica</i> (F.)
Physical Attributes of Wheat Varities in Relation to <i>Rhyzopertha dominica</i> (F.) Open
This study aims to explore the susceptibility of wheat varieties in storage against Rhyzopertha dominica (F.). Twenty promising wheat cultivars were tested for resistance in non-choice conditions at the Department of Entomology, MSSSoA, Od…
View article: Forecasting of Arecanut in India using Time Series Model
Forecasting of Arecanut in India using Time Series Model Open
Background: Arecanut is popularly known as supari and is grown in many parts of the country. India maintained its first place in production among all the countries. In total world’s area and production, India contributes about 49 per cent …
View article: Taylor-dispersion induced phase separation for the efficient characterisation of protein condensate formation
Taylor-dispersion induced phase separation for the efficient characterisation of protein condensate formation Open
Biomolecular condensates have emerged as important structures in cellular function and disease, and are thought to form through liquid-liquid phase separation (LLPS). Thorough and efficient in vitro experiments are therefore needed to eluc…
View article: Prediction of Fruit Production in India: An Econometric Approach
Prediction of Fruit Production in India: An Econometric Approach Open
Forecasting is valuable to countries because it enables them to make informed business decisions and develop data-driven strategies. Fruit production offers promising economic opportunities to reduce rural poverty and unemployment in devel…
View article: An Overview of Pulses Production in India: Retrospect and Prospects of the Future Food with an Application of Hybrid Models
An Overview of Pulses Production in India: Retrospect and Prospects of the Future Food with an Application of Hybrid Models Open
View article: The spillover effects of uncertainty and globalization on environmental quality in India: Evidence from combined cointegration test and augmented ARDL model
The spillover effects of uncertainty and globalization on environmental quality in India: Evidence from combined cointegration test and augmented ARDL model Open
Environmental quality and climate change have become hot topics among academics in all scientific fields in recent decades due to their impact on human health and economic development. Hence, this paper investigates the key factors of carb…
View article: Modeling and forecasting metrological factors using BATS and TBATS models for Keonjhar district of Orissa
Modeling and forecasting metrological factors using BATS and TBATS models for Keonjhar district of Orissa Open
Weather factors such as temperature and humidity are indispensable for good agriculture. The best-suitable products can be selected according to the optimal of these weather factors. In this study, data on maximum temperature, minimum temp…
View article: Modeling and Forecasting of Sugarcane Production in South Asian Countries
Modeling and Forecasting of Sugarcane Production in South Asian Countries Open
Sugarcane industry is of crucial importance to the South Asian countries. These countries depend heavily on agriculture and the sugarcane industry has immense potential to contribute towards its economic development. Hence, the precise and…
View article: An Arima-Lstm Model for Predicting Volatile Agricultural Price Series with Random Forest Technique
An Arima-Lstm Model for Predicting Volatile Agricultural Price Series with Random Forest Technique Open
View article: Selection of Variety with High Performance Rose Apple (Syzygium jambos) Variety can be Achieved with Morpho-Taxonomic Characterization
Selection of Variety with High Performance Rose Apple (Syzygium jambos) Variety can be Achieved with Morpho-Taxonomic Characterization Open
Rose apple (Syzygium jambos) is a popular fruit native to Southeast Asia.The blossoms contain hundreds of stamens and the fruits are crisp, juicy with distinct rose scent.The fruits are palatable with a moderate sweet taste.Rose apple cont…