Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Book Chapter Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Crop management using predictive analytics Description An account of the resource The term "predictive analytics" covers a number of different statistical methods, such as "data mining," "machine learning," and "predictive modelling," which examine past and present data in order to formulate hypotheses and predictions about future events. The use of predictive analytics may provide farmers with the ability to predict future environmental changes more correctly, as well as the demand for their commodities, and improve their ability to make decisions. While predictive analytics may seem like an effective way to forecast future events, it cannot account for unforeseeable changes or external factors that could impact the accuracy of its predictions. Furthermore, relying solely on past and present data can lead to biased outcomes and fail to consider alternative scenarios that may occur. In essence, predictive analytics should not be used as the sole basis for decision-making in any given situation for crop management. 2024, IGI Global. All rights reserved. Creator An entity primarily responsible for making the resource Gupta C. Source A related resource from which the described resource is derived Exploring Ethical Dimensions of Environmental Sustainability and Use of AI, pp. 106-125. Publisher An entity responsible for making the resource available IGI Global Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.4018/9798369308929.ch006" target="_blank" rel="noreferrer noopener">https://doi.org/10.4018/9798369308929.ch006</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85182098873&amp;doi=10.4018%2F9798369308929.ch006&amp;partnerID=40&amp;md5=595ead49cdf24096923daeee8c68042b" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85182098873&amp;doi=10.4018%2f9798369308929.ch006&amp;partnerID=40&amp;md5=595ead49cdf24096923daeee8c68042b</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-836930893-6; 979-836930892-9 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Gupta C., Christ University, Bengaluru, India