Medhat A. Tawfeek1,2, Nacim Yanes3,4, Leila Jamel5,*, Ghadah Aldehim5, Mahmood A. Mahmood1,6
CMC-Computers, Materials & Continua, Vol.77, No.2, pp. 2545-2564, 2023, DOI:10.32604/cmc.2023.042179
Abstract The trend towards smart greenhouses stems from various factors, including a lack of agricultural land area owing
to population concentration and housing construction on agricultural land, as well as water shortages. This study
proposes building a full farming adaptation model that depends on current sensor readings and available datasets
from different agricultural research centers. The proposed model uses a one-dimensional convolutional neural
network (CNN) deep learning model to control the growth of strategic crops, including cucumber, pepper, tomato,
and bean. The proposed model uses the Internet of Things (IoT) to collect data on agricultural operations and then
uses this data… More >
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