IEEE - Institute of Electrical and Electronics Engineers, Inc. - Combining satellite data and Machine Learning techniques for irrigation Decision Support Systems

2019 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor)

Author(s): Loris Francesco Termite ; Alberto Garinei ; Andrea Marini ; Marcello Marconi ; Lorenzo Biondi
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2019
Conference Location: Portici, Italy, Italy
Conference Date: 24 October 2019
Page(s): 291 - 296
ISBN (Electronic): 978-1-7281-3611-0
ISBN (USB): 978-1-7281-3610-3
DOI: 10.1109/MetroAgriFor.2019.8909279
Regular:

Machine learning techniques are employed to describe the temporal behavior of soil moisture using meteorological data as inputs. Two different models, a feedforward Artificial Neural Network and... View More

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