A survey on intelligent agents and multi-agents for irrigation scheduling

AF Jimenez, PF Cardenas, A Canales… - … and Electronics in …, 2020 - Elsevier
Irrigation is very important for ensuring food security and reducing crop production
vulnerability caused by the lack of rain. Sustainable irrigation is the rational practice of all the …

IoT-based systems for soil nutrients assessment in horticulture

S Postolache, P Sebastião, V Viegas, O Postolache… - Sensors, 2023 - mdpi.com
Soil nutrients assessment has great importance in horticulture. Implementation of an
information system for horticulture faces many challenges:(i) great spatial variability within …

Long short-term memory neural network for irrigation management: A case study from southern Alabama, USA

AF Jimenez, BV Ortiz, L Bondesan, G Morata… - Precision …, 2021 - Springer
The metabolism and growth of vegetation are highly dependent on the changes in soil water
content. Irrigation scheduling and application of water at the right time and rate are a key …

[HTML][HTML] A novel ArcGIS toolbox for estimating crop water demands by integrating the dual crop coefficient approach with multi-satellite imagery

JM Ramírez-Cuesta, JM Mirás-Avalos… - Water, 2018 - mdpi.com
Advances in information and communication technologies facilitate the application of
complex models for optimizing agricultural water management. This paper presents an easy …

Development of a visual monitoring system for water balance estimation of horticultural crops using low cost cameras

JM González-Esquiva, MJ Oates… - … and Electronics in …, 2017 - Elsevier
The use of low cost cameras has been extended in all fields of technology in general, and
agricultural applications in particular. Images provide useful information on the growing state …

[HTML][HTML] An automatic non-destructive method for the classification of the ripeness stage of red delicious apples in orchards using aerial video

S Sabzi, Y Abbaspour-Gilandeh, G García-Mateos… - Agronomy, 2019 - mdpi.com
The estimation of the ripening state in orchards helps improve post-harvest processes.
Picking fruits based on their stage of maturity can reduce the cost of storage and increase …

[HTML][HTML] Irrigation-Advisor—A decision support system for irrigation of vegetable crops

JM Mirás-Avalos, JS Rubio-Asensio… - Water, 2019 - mdpi.com
Climate change will intensify water scarcity, and therefore irrigation must be adapted to save
water. Operational tools that provide watering recommendations to end-users are needed …

Rainwater harvesting as a sustainable solution for the production of urban hydroponic crops

A Sucozhañay, J Pesántez, R Guerrero-Coronel… - Water …, 2024 - iwaponline.com
Population growth and poor agricultural practices demand an improvement in the efficiency
of food production. Urban hydroponic crops represent a potential solution to this challenge …

Remote image capture system to improve aerial supervision for precision irrigation in agriculture

A Mateo-Aroca, G García-Mateos, A Ruiz-Canales… - Water, 2019 - mdpi.com
Due to the limitations of drones and satellites to obtain aerial images of the crops in real
time, the time to flight delay, the problems caused by adverse weather conditions and other …

[HTML][HTML] Development of an evapotranspiration estimation method for lettuce via mobile phones using machine vision: Proof of concept

L Zhangzhong, H Gao, W Zheng, J Wu, J Li… - Agricultural Water …, 2023 - Elsevier
This study aims to elucidate the process of crop evapotranspiration (ET c) and develop
models to estimate ET c as a crucial value to efficiently schedule irrigation. Accordingly, we …