EXTERNAL PROFILES
Professor
Jayanta Kumar Basak
Dr. Jayanta Kumar Basak is a researcher with considerable experience in the fields of agricultural engineering, climate change, and machine learning applications. Currently, Dr. Basak holds a position as a Professor in the Department of Environmental Science and Disaster Management at Noakhali Science and Technology University where he focuses on the application of AI based machine learning algorithms in environmental and agricultural systems. He has presented his work at numerous international conferences, including in South Korea, Spain, Japan, Taiwan, Nepal, South Africa, and Bangladesh. His research focuses on predictive modeling for agricultural and environmental systems, using advanced machine learning models to estimate emissions, crop growth, and physiological parameters. Basak has contributed significantly to the body of knowledge in sustainable agriculture and climate adaptation, authoring scientific reports on poverty, hunger, and the impacts of climate change on food production in Bangladesh. His work also explores the physiological responses of crops to environmental variables, with a focus on non-destructive techniques for evaluating fruit quality and growth. He has been an active participant in global climate discussions, including at the UNFCCC's COP17 conference, where he presented his research on climate change's implications for crop production in Bangladesh. Dr. Basak plans to develop intelligent systems capable of efficiently monitoring and managing various aspects of crop cultivation and livestock management. Through his work, Dr. Basak aims to contribute to the development of sustainable and resource-efficient farming methods that effectively address food security challenges. His primary focus revolves around boosting productivity through intelligent tools and insights, empowering farmers to make informed decisions and optimize their farming practices. This approach is expected to result in increased yields, reduced environmental impact, and overall agricultural sustainability.
Environmental Science and Disaster Management
BIOGRAPHY
RESEARCH INTERESTS
2018 - 2021
Ph.D. in Bio-systems Engineering
Bio-systems Engineering
Gyeongsang National University, Republic of Korea
2006 - 2009
M. Sc. in Environmental Engineering
Department of Civil Engineering
Bangladesh University of Engineering & Technology
2002 - 2006
B.Sc. in Agricultural Engineering
Faculty of Agricultural Engineering & Technology
Bangladesh Agricultural University
1999 - 2001
Higher Secondary School
Science
New Govt. Degree College
1994 - 1999
Secondary School
Science
Goyeshpur High School
Last updated on 2025-09-23 11:12:08
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Last Updated: 2025-10-07 04:26:38
Last Updated: 2025-10-15 14:36:46
AWARDS AND ACHIEVEMENTS
1
Brain pool program
National Research Foundation of Korea
Description: Received a scholarship grant by the National Research Foundation of Korea, 2021-2023 for supporting postdoctoral research position as an academic research professor at Gyeongsang National University, Jinju, Korea.2
Young Pioneer Researcher Award
Gyeongsang National University
Description: Received from Gyeongsang National University for outstanding research achievements in 2020 academic year.3
Outstanding Poster Award
Korean Society of Precision agriculture
Description: Received outstanding poster presentation award at the Korean Society of Precision agriculture, 10 October 2019, South KoreaApplication of Machine Learning Models for Predicting Methane Concentrations in Pig Barns Using Biophysical Data
Application of machine learning models for zooplankton abundance prediction in ponds of Southeastern Coastal Regions in Bangladesh
Prediction of physicochemical properties of strawberry fruits using convolutional neural network-regression models
Carbon sequestration potential of Sonneratia apetala plantation forests in the Chakaria Sundarbans: Effects of stand age and structure
On-field grading of strawberries in a greenhouse environment with deep learning-based occlusion handling
Estimation of ammonia and methane concentrations in pig barns based on daily activities, physiological parameters and various growth phases of pigs
Prediction of digestible energy requirement in growing finishing stage of pigs using machine learning models
From Reality to Virtuality: Revolutionizing Livestock Farming Through Digital Twins
Modeling ammonia concentration in swine building using biophysical data and machine learning algorithms
Strawberry disease detection using transfer learning of deep convolutional neural networks
Analysis of draft force requirement of a compact disc harrow and model development for future predictions
Estimation of Energy Balance throughout the Growing--Finishing Stage of Pigs in an Experimental Pig Barn
Development and field testing of biodegradable seedling plug-tray cutting mechanism for automated vegetable transplanter
Working speed optimization of the fully automated vegetable seedling transplanter
Applications of Artificial Neural Networks and Multiple Linear Regression Algorithms in Modelling of Pig’s Body Weight
Classification of strawberry ripeness stages using machine learning algorithms and colour spaces
Prediction of body composition in growing-finishing pigs using ultrasound based back-fat depth approach and machine learning algorithms
Comparative study of strawberry growth and fruit quality parameters in horizontal and vertical production systems
Prediction of drinking water requirements by applying statistical and machine learning models in growing-finishing stage of pigs
Assessment of load on threshing bar during soybean pod threshing
Emission of CO2 in a livestock barn based on diurnal activities and various growing stages of pigs
Application of Hollow Fiber Membrane for the Separation of Carbon Dioxide from Atmospheric Air and Assessment of Its Distribution Pattern in a Greenhouse
Classification of Pig Behaviour Experiencing Impaired Air Quality Due to Elevated GHG Concentration
Plug-trays cutting mechanism for fully automated vegetable seedling transplanter
Colour space selection for enhanced machine learning model performance in classifying strawberry ripeness
Prediction of total soluble solids and pH of strawberry fruits using RGB, HSV and HSL colour spaces and machine learning models
A lightweight attention-based convolutional neural networks for tomato leaf disease classification
A novel recurrent neural network approach in forecasting short term solar irradiance
Detection of gray mold disease and its severity on strawberry using deep learning networks
Modelling methane emissions from pig manure using statistical and machine learning methods
Applicability of statistical and machine learning--based regression algorithms in modeling of carbon dioxide emission in experimental pig barns
Non-destructive estimation of fruit weight of strawberry using machine learning models
Prediction of strawberry leaf color using RGB mean values based on soil physicochemical parameters using machine learning models
Properties of paper-based biodegradable pots for growing seedlings
Influence of operational properties and material’s physical characteristics on mechanical cutting properties of corn stalks
Assessment of the effect of strength and sizing agent on the properties of biodegradable seedling pot
Performance Analysis of Different Optimizers, Batch Sizes, and Epochs on Convolutional Neural Network for Image Classification
Machine learning-based microclimate model for indoor air temperature and relative humidity prediction in a swine building
Determining spatiotemporal distribution of macronutrients in a cornfield using remote sensing and a deep learning model
Pig identification using deep convolutional neural network based on different age range
Assessment of combined Trichoderma-enriched biofertilizer and nutrients solutions on the growth and yield of strawberry plants
Analysis of growth comparison between castrated male and female pigs with limited feeding
Artificial neural networks and multiple linear regression as potential methods for modelling body surface temperature of pig
Sensor systems for greenhouse microclimate monitoring and control: a review
A comparative study of PLSR and SVM-R with various preprocessing techniques for the quantitative determination of soluble solids content of hardy kiwi fruit by a portable Vis/NIR spectrometer
A partially amended hybrid bi-GRU—ARIMA model (PAHM) for predicting solar irradiance in short and very-short terms
Modeling of ambient environment and thermal status relationship of pig's body in a pig barn
Impacts of nipple drinker position on water intake, water wastage and drinking duration of pigs
Evaluating different models used for predicting the indoor microclimatic parameters of a greenhouse.
Assessment of the influence of environmental variables on pig's body temperature using ann and mlr models
Forced aerated poultry compost effects on soil physicochemical properties and lettuce plant growth
Regression analysis to estimate morphology parameters of pepper plant in a controlled greenhouse system
Determination of the performance of DME combustion gas application on physiological parameters of hot pepper plant in controlled greenhouse
Analysis of water retention capacities of various compost and its relationship to strawberry moisture level
Comparison of different compost materials for growing strawberry plants
Assessment of the effect of dimethyl ether (DME) combustion on lettuce and Chinese cabbage growth in greenhouse
Mitigating chilling stress of pepper plant ('Capsicum annuum'L.) using Dimethyl Ether combustion gas in controlled greenhouse
Monitoring Predictive and Informative Indicators of Body Surface Temperature of Pig in the Context of Thermal Comfort Zone of Livestock Barn Using Infrared Sensor
Tillage operational analysis based on soil moisture content, machine speed, and disc space of compact disc harrow
Influence of forced aeration rates on maturation of composting poultry manure andawood shavings in closed reactor system.
Predicting Common Patterns of Livestock-Vehicle Movement Using GPS and GIS: A Case Study on Jeju Island, South Korea
Effect of dimethyl ether (DME) combustion on lettuce and Chinese cabbage growth in greenhouse.
CHANGING WATER REQUIREMENT PATTERN FOR T. AMAN RICE CULTIVATION IN BANGLADESH: AN ASSESSMENT OF HISTORICAL RAINFALL DATA
IMPACTS VALUATION OF TEMPERATURE IN DIFFERENT GROWTH PHASES OF BORO RICE CULTIVATION IN BANGLADESH
Future fertiliser demand and role of organic fertiliser for sustainable rice production in Bangladesh
A review study on food consumption and hovered nutrition in Bangladesh: progress and determinants of food security
Design and development of arsenic and iron removal unit for drinking water: a sustainable approach in environment
Design and development of arsenic and iron removal unit for drinking water: a sustainable approach in environment
Dynamics of labour force for human resource management: A local economy perspective in Bangladesh
Climate change in Bangladesh: a historical analysis of temperature and rainfall data
Impacts of Temperature and Carbon dioxide on Rice yield in Bangladesh
Climate Change and Food Security in Bangladesh: An Application of DSSAT Model
Impacts of carbon dioxide emission and subsequent rise of temperature on rice production in Bangladesh: implications for food security
Impacts of Land Fragmentation on Productivity and Efficiency of Rice Production
Impact of climate change on development phases of winter rice in Bangladesh
Assessment of the effect of climate change on Boro rice yield and yield gap using DSSAT model
Effects of climate change on crop production and climate adaptive techniques for agriculture in Bangladesh
Impacts of Land Fragmentation on Productivity and Efficiency of Rice Production
Changing rainfall pattern effects on water requirement of T. Aman cultivation in Bangladesh
Impacts of increasing production costs on rice price: implications for food security
Changing rainfall pattern effects on water requirement of T. Aman cultivation in Bangladesh
Fertilizer requirement for Boro rice production in Bangladesh
Climate change impacts on rice production in Bangladesh: results from a model
Assessment of the effect of climate change on boro rice production in Bangladesh using DSSAT model
A long run perspective on food security and sustainable agriculture in South Asia
Effects of increasing temperature and population growth on rice production in Bangladesh: Implications for food security
Book Name: ERIA Research Project Report FY2024
Chapter Title: Modernising Infrastructure in the Agriculture Sector: Climate Change Vulnerability and Adaptation
Book Name: Accumulation and Alienation: State of Labour in Bangladesh 2013
Chapter Title: Dynamics of labour force
Machine learning approaches in modeling of digestible energy demand in mature phase of swine
Examining dimethyl ether and boiler machine heating efficiency for greenhouse applications
Classification of Pig Behaviour Experiencing Impaired Air Quality Due to Elevated GHG Concentration
Estimation of CO2 emissions in a swine barn based on age, body weight gain and different activities of swine
Applicability of Deep Learning Network on Gray Mold Disease Detection on Strawberry Leaves
Applicability of ANN and MLR Models in Measuring the Impact of Environmental Parameters on the Body Temperature of Swine
Working speed optimization for the existing four-bar linkage-based transplanter
The application of Machine learning to estimate microclimate of a model pig barn
Designing a Power Data Logger with RaspberryPi and its Implementation in a Wind-Solar Hybrid System
The Application of Artificial Neural Networks and Multiple Linear Regression Models to Estimate Body Weight of Yorkshire Pig
Minimize the Level of NPK and Enhance the Growth and Nutritional Quality of Strawberry Plants by Trichoderma-enriched Biofertilizer
Effect of Moisture Contents in the Mechanical Strength of Corn Stalk
Assessment of the effect of dimethyl ether (DME) combustion on lettuce and Chinese cabbage growth in greenhouse
Regression Analysis for Deploying UTC and the Resulting Energy Consumption in Pig Barns
Machine Learning Application to Disease Identification on Tomato Leaves
Assessment of the Influence of Environmental Variables on Body Temperature of Pig Using ANN and MLR Models
Control Indoor Thermal Environment Using MOACON System and Solar Panel in Experimental Pig Barn
Analysis of Tension and Compression Load of Biodegradable Organic Pots during Process of Growing Plants in Control Greenhouse
Performace Evaluation of Baler Machine for Cutting Corn Stalks for Biomass Production
Assessment of changing pattern of temperature and CO2 by using DME combustion gas for enhanced growth of pepper plant in greenhouse
Impacts of DME Combustion Gas on Physiological Parameters of Pepper in Control Greenhouse
Thermal Increment in Window Less Livestock Barn Using Radiant Heating Lamps on Photovoltaic Panels
Impacts of Changing Climatic Condition and Increasing Population on Food Security in South Asia: Based on Different Scenarios
Assessment of the effect of climate change on boro rice production in Bangladesh using CERES-Rice model
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Rakibul Hasan Chowdhury
Thesis Title: Application of Remote Sensing and GIS for Drought Monitoring in the Khulna Region of Bangladesh
Overview: The study developed a sophisticated system for tracking and examining drought patterns using remote sensing and GIS technologies.
Bolappa Gamage Kaushalya Madhavi
PhD candidate
Thesis Title: Assessment of phytochemical and morphological parameters of ice plants and strawberry using image processing and machine learning for digital agriculture
Overview: Assessment of phytochemical and morphological parameters of ice plants and strawberry using image processing and machine learning for digital agriculture
Anil Bhujel
Postdoctoral Researcher
Thesis Title: Deep Learning Networks and ICT-based Plant Disease and Animal Activity Detection System for Digital Agriculture
Overview: Deep Learning Networks and ICT-based Plant Disease and Animal Activity Detection System for Digital Agriculture
Bhola Paudel
PhD candidate
Thesis Title: Analysis of fully automated vegetable transplanter with seedling plug-tray cutting mechanism
Overview: Analysis of fully automated vegetable transplanter with seedling plug-tray cutting mechanism
Mohammad Ismail
Thesis Title: Comparative Study of Machine Learning Algorithms for Predicting Water Quality Indices in Noakhali, Bangladesh
Overview: Enter Project/Thesis Overview
Mohammad Saiful Islam
Thesis Title: Prediction of Soil Moisture Constants in Noakhali District Utilizing Soil Physicochemical Properties and Machine Learning Algorithms
Overview: Enter Project/Thesis Overview
Fayez Ullah
Thesis Title: Prediction of Arsenic Contamination in Groundwater using Machine Learning Algorithms in the Coastal Regions of Noakhali
Overview: Enter Project/Thesis Overview
Khadeja Akter Riya
Thesis Title: Isolation, Screening, and Potency of bioplastic (PHAs) producing bacteria isolated from Amin Bazar Landfill Area, Bangladesh
Overview: Enter Project/Thesis Overview
Injamamul Hoque
Master’s candidate in Environmental Science
Thesis Title: A Study on Impact of Salt production on Soil Nutrient and Crop yield in Coastal Region on Bangladesh
Overview: This study investigated the effects of Kutubdia's intensive salt production activities on soil health and agricultural productivity as a major salt farming hub
M. G. Ahsan Yeamin
Master’s candidate in Environmental Science
Thesis Title: Application of GIS and Remote Sensing with AHP Technique to Assess Groundwater Potential Zones in Naogaon District, Bangladesh
Overview: This study aims to assess groundwater potential zones (GWPZs) in Naogaon using Remote Sensing (RS), Geographic Information Systems (GIS) with the Analytical Hierarchy Process (AHP) to support sustainable groundwater management.
Murchana Chakraborty
Master’s candidate in Environmental Science
Thesis Title: Application of Machine Learning Models for Estimation of COD and BOD of Surface Water in Noakhali District in Bangladesh
Overview: This research aims to optimize surface water quality monitoring in Bangladesh’s coastal regions (Noakhali) by applying machine learning models to predict BOD and COD based on easily measurable parameters
Rakibul Hasan Chowdhury
Thesis Title: Application of Remote Sensing and GIS for Drought Monitoring in the Khulna Region of Bangladesh
Overview: The study will created a sophisticated system for tracking and examining drought patterns using remote sensing and GIS technologies.
Tangir Hossain
Master’s candidate in Environmental Science
Thesis Title: Assessing Climate-Induced Disaster Risks in Ramgati Upazila, Lakshmipur District
Overview: The study analyzed and assessed the risks associated with natural disasters that will endanger the socioeconomic stability and livelihoods of local people, including cyclones, floods, storm surges, and riverbank erosion.
- Institutional Email: jk.basak@nstu.edu.bd
- Personal Email: basak.jkb@gmail.com
- Mobile number: 01740813300
- Emergency Contact: N/A
- PABX:N/A
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Department
Environmental Science and Disaster Management
Noakhali Science and Technology University