AgroTIC: Bridging the gap between farmers, agronomists, and merchants through smartphones and machine learning

05/21/2023
by   Carlos Hinojosa, et al.
0

In recent years, fast technological advancements have led to the development of high-quality software and hardware, revolutionizing various industries such as the economy, health, industry, and agriculture. Specifically, applying information and communication technology (ICT) tools and the Internet of Things (IoT) in agriculture has improved productivity through sustainable food cultivation and environment preservation via efficient use of land and knowledge. However, limited access, high costs, and lack of training have created a considerable gap between farmers and ICT tools in some countries, e.g., Colombia. To address these challenges, we present AgroTIC, a smartphone-based application for agriculture that bridges the gap between farmers, agronomists, and merchants via ubiquitous technology and low-cost smartphones. AgroTIC enables farmers to monitor their crop health with the assistance of agronomists, image processing, and deep learning. Furthermore, when farmers are ready to market their agricultural products, AgroTIC provides a platform to connect them with merchants. We present a case study of the AgroTIC app among citrus fruit farmers from the Santander department in Colombia. Our study included over 200 farmers from more than 130 farms, and AgroTIC positively impacted their crop quality and production. The AgroTIC app was downloaded over 120 times during the study, and more than 170 farmers, agronomists, and merchants actively used the application.

READ FULL TEXT

page 5

page 7

page 8

research
07/14/2018

Using smartphones for low-cost robotics

Smartphones and robots can have an adversarial or a symbiotic relationsh...
research
05/22/2022

Improved Healthcare Access in Low-resource Regions: A Review of Technological Solutions

Technological advancements have led to significant improvements in healt...
research
08/23/2021

Readiness of the South African Agricultural Sector to Implement IoT

As the world's population increases, so does the demand for food. This d...
research
07/18/2022

SeLoC-ML: Semantic Low-Code Engineering for Machine Learning Applications in Industrial IoT

Internet of Things (IoT) is transforming the industry by bridging the ga...
research
07/25/2023

A Pairwise Dataset for GUI Conversion and Retrieval between Android Phones and Tablets

With the popularity of smartphones and tablets, users have become accust...
research
01/12/2021

Challenges in Net Neutrality Violation Detection: A Case Study of Wehe Tool

The debate on "Net-neutrality" and events pointing towards its possible ...
research
09/17/2020

Deep Learning Approaches to Classification of Production Technology for 19th Century Books

Cultural research is dedicated to understanding the processes of knowled...

Please sign up or login with your details

Forgot password? Click here to reset