IoT-Agro: A smart farming system to Colombian coffee farms

JP Rodríguez, AI Montoya-Munoz… - … and Electronics in …, 2021 - Elsevier
Currently, the adoption of smart technologies for sustainable farming systems creates a
distinct competitive edge for farmers, extension services, agri-business, and policy-makers …

[HTML][HTML] FARMIT: continuous assessment of crop quality using machine learning and deep learning techniques for IoT-based smart farming

ÁL Perales Gómez, PE López-de-Teruel, A Ruiz… - Cluster …, 2022 - Springer
The race for automation has reached farms and agricultural fields. Many of these facilities
use the Internet of Things technologies to automate processes and increase productivity …

Towards a smart farming platform: from IoT-based crop sensing to data analytics

H Cadavid, W Garzón, A Pérez, G López… - Colombian Conference …, 2018 - Springer
Colombia is a country with a huge agricultural potential, thanks to its size and geography
diversity. Unfortunately, it is far from using it efficiently: 65% of its farmland is either unused …

[HTML][HTML] Internet of Things-driven data mining for smart crop production prediction in the peasant farming domain

LO Colombo-Mendoza, MA Paredes-Valverde… - Applied Sciences, 2022 - mdpi.com
Internet of Things (IoT) technologies can greatly benefit from machine-learning techniques
and artificial neural networks for data mining and vice versa. In the agricultural field, this …

Internet of things and machine learning applications for smart precision agriculture

R Sivakumar, B Prabadevi, G Velvizhi… - IoT Appl …, 2022 - books.google.com
Agriculture forms the major part of our Indian economy. In the current world, agriculture and
irrigation are the essential and foremost sectors. It is a mandatory need to apply information …

Smart agriculture using iot and machine learning

RJ Patil, I Mulage, N Patil - Journal of scientific research and …, 2023 - jsrtjournal.com
Smart agriculture systems have emerged as a result of the convergence of IoT and ML
technologies, which have had a profound impact on the agricultural sector. The Internet of …

[HTML][HTML] An approach based on fog computing for providing reliability in IoT data collection: a case study in a Colombian coffee smart farm

AI Montoya-Munoz, OMC Rendon - Applied Sciences, 2020 - mdpi.com
The reliability in data collection is essential in Smart Farming supported by the Internet of
Things (IoT). Several IoT and Fog-based works consider the reliability concept, but they fall …

Enabling technologies in smart agriculture: A way forward towards future fields

C Prabha, A Pathak - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Smart agriculture, now widely known as precision agriculture or smart farming, is the use of
advanced technologies for the optimization of crop yields and reducing inputs. Despite …

[HTML][HTML] The path to smart farming: Innovations and opportunities in precision agriculture

E Karunathilake, AT Le, S Heo, YS Chung, S Mansoor - Agriculture, 2023 - mdpi.com
Precision agriculture employs cutting-edge technologies to increase agricultural productivity
while reducing adverse impacts on the environment. Precision agriculture is a farming …

[HTML][HTML] Crop management with the iot: An interdisciplinary survey

G Vitali, M Francia, M Golfarelli, M Canavari - Agronomy, 2021 - mdpi.com
In this study, we analyze how crop management will benefit from the Internet of Things (IoT)
by providing an overview of its architecture and components from agronomic and …