1.

Record Nr.

UNINA9910508432303321

Autore

Boumerdassi Selma

Titolo

Smart and Sustainable Agriculture : First International Conference, SSA 2021, Virtual Event, June 21-22, 2021, Proceedings / / edited by Selma Boumerdassi, Mounir Ghogho, Éric Renault

Pubbl/distr/stampa

Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021

ISBN

3-030-88259-4

Edizione

[1st ed. 2021.]

Descrizione fisica

1 online resource (196 pages)

Collana

Communications in Computer and Information Science, , 1865-0937 ; ; 1470

Disciplina

338.1

Soggetti

Artificial intelligence

Computer engineering

Computer networks

Computer systems

Computers, Special purpose

Education - Data processing

Social sciences - Data processing

Artificial Intelligence

Computer Engineering and Networks

Computer System Implementation

Special Purpose and Application-Based Systems

Computers and Education

Computer Application in Social and Behavioral Sciences

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di contenuto

Fuzzy Logic Based Pasture Assessment Using Weed and Bare Patch Detection -- Ensuring smart agriculture system communication condentiality using a new Network Steganography method -- Deploying Deep Neural Networks on Edge Devices for Grape Segmentation -- Abnormal behavior detection in Farming stream data -- eWeightSmart - a smart approach to beef production management -- Gaia-AgStream: An Explainable AI Platform for Mining Complex Data



Streams in Agriculture -- Comparison of Machine Learning and Deep Learning Methods for Grape Cluster Segmentation -- Smart & Sustainable Agriculture - Machine Learning behind this (R)evolution -- A Methodology for Early Detection of Plant Diseases using Real Time Object Detection Algorithm -- Mathematical Modelling of Irrigation System Using WSN -- Development of Soil Nitrogen Estimation System in Oil Palm Land with Sentinel-1 Image Analysis Approach -- New Monitoring framework intelligent irrigation system.

Sommario/riassunto

This book constitutes the refereed proceedings of the First International Conference on Smart and Sustainable Agriculture, SSA 2021, held as a virtual event in June 2021. The 12 papers presented were thoroughly reviewed and selected from the 25 qualified submissions. The papers provide discussion on new trends in communication and networking, Internet of Things, data processing for smart agriculture, renewable-energy based devices, low-cost solutions for wide-area exploitations and developing countries, smart agriculture and urban farming, smart irrigation, application to small-size andlarge-size exploitations, application of ancestral farming to smart agriculture, waste management for agriculture 2.0, and census of regional ancestral farming. .