@article{1441603, author = {Choudhury, Amitava. and Biswas, Arindam. and Singh, T. P. and Ghosh, Santanu Kumar.}, url = {http://library.usi.edu/record/1441603}, title = {Smart agriculture automation using advanced technologies : data analytics and machine learning, cloud architecture, automation and IoT /}, publisher = {Springer,}, abstract = {This book addresses the challenges for developing and emerging trends in Internet-of-Things (IoT) for smart agriculture platforms. It also describes data analytics & machine learning, cloud architecture, automation & robotics and aims to overcome existing barriers for smart agriculture with commercial viability. It discusses IoT-based monitoring systems for analyzing the crop environment, and methods for improving the efficiency of decision-making based on the analysis of harvest statistics. The book explores a range of applications including intelligent field monitoring, intelligent data processing and sensor technologies, predictive analysis systems, crop monitoring, and weather data-enabled analysis in IoT agro-systems. This volume will be helpful for engineering and technology experts and researchers, as well as for policy-makers.}, doi = {https://doi.org/10.1007/978-981-16-6124-2}, recid = {1441603}, pages = {1 online resource (236 pages)}, address = {Singapore :}, year = {2021}, }