grapesDraw: Bridging Data Visualization for Statistical Education and Research in Agriculture
An open-source application and R package that helps students and researchers create agricultural data visualizations.
Explore recent peer-reviewed work from our faculty and researchers. Publications are arranged newest first. Select a year to narrow the list, open the publisher record, or request an article copy from the department.
Showing 5 publications
Convergence of climate change relevant decisions and bounded livelihood choices of smallholder black pepper farmers in Kerala, India
A mixed-methods study of climate-resilient decisions, adaptation practices and livelihood choices among smallholder black pepper farmers.
Integrating AI chatbots for advisory support in black pepper cultivation: a case study on stakeholder acceptance
A study of stakeholder responses to an AI chatbot designed for black pepper advisory services.
Foliar symptom-based disease detection in black pepper using convolutional neural network
A convolutional neural network study for identifying disease symptoms from black pepper leaf images.
Digital assessment of post-harvest Nendran banana for faster grading: CNN-based ripeness classification model
A computer vision model for classifying Nendran banana ripeness to support post-harvest grading.
More research
Explore Dr. Pratheesh P. Gopinath’s selected publications and his Google Scholar profile. The department also provides technical support to the Journal of Sustainable Technology in Agriculture (JOSTA).