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1995, IEEE Expert / IEEE Intelligent Systems
2020
New book announce: AI and Environment is a collection of works from the first gathering of AI and climate/environmental scientists in the AAAI and IJCAI communities, proposed and created by C. Mason with support from NASA and the Canadian Meterological Society..- E-Book on Amazon: E-ISBN 978-1-7335248-1-0 The book's presence represents a history on how long ago AI was being put to use by climate and many other sciences to solve hard problems. It also documents how little interest there was in this topic in the US. There was not another workshop like this for 17 years, in the AAAI/IJCAI community until Mary Lou Maher and Doug Fisher created one. They could not locate this work, but the moment of the first AAAI/IJCAI workshops on AI and Environment/Climate is important because looking back, it marks a time when we had a great deal of advanced solutions to problems, and that shows beyond a doubt that the issues of creating sustainability are not technical but economical and political. People are now making careers out of jumping on the bandwagon of climate to gather more data. We don't need more data to take action. Greta Thunberg is right. Blah blah blah. Blah blah blah. To get this work online, I tried to convince AAAI HQ, (by phone and email, which was never answered) to get our workshop put online, so people could find it, because using AI to solve climate/sustainaiblity was important. But there was a procedural snafu.and they could not. Hence, this book. Fortunately, a friend at MIT had saved away a copy of the original workshop proceedings, otherwise they would be lost. Thanks, H. The collected works serves as a playbook for using AI to create environmental resilience. There are 16 Chapters, each chock full of details on AI systems (mostly hybrid AI systems) for problems like fire fighting, toxic algae bloom prediction, water pollution prediction, generating weather , bulletins, aggregating satellite data, etc. Hybrid AI uses any and all technologies to solve a problem, including machine learning, fuzzy methods, reasoning, databases, sensor networks, image processing, natural language, data management, user interfaces, etc. Book is structured as text with Q&A for each chapter targeting key ideas both on the environmental problem and the AI system that addresses it. Weekly excerpts on twitter, follow @ai_environment. For a nutshell, and a peek at the book being made by the book making robot at Harvard Bookstore, see www.aiandenvironment.org. Thank you to Cat Shaw. She and I worked tirelessly to put this book together. She is a miracle worker for creating books.
Artificial Intelligence and The Environment, 2020
At Davos 2020, Greta spoke of our need to consider working on the environment as if our children's lives depend on it. As more frequent and more intense storms, fires, floods and other climate events occur, not only do we need to create new processes to alter the direction of climate change, but we must also prepare as much as possible for protecting ourselves in the face of a continuation of challenges. "Artificial Intelligence and The Environment" is a new book with contributions by 60 pioneering scientists from a global community of AI researchers that paves a path for adaptation, mitigation and resilience in our immediate future. The volume is chock full of details on 16 environmental projects and the hybrid AI systems that address them. Q & A at the end of each chapter helps readers quickly focus on the most salient aspects of the AI system that suits the environmental problem. The text is not about the next ML algorithm or robot overlords, but IS about adaptation, mitigation and resilience in the face of increasingly difficult fires, algae, storms, floods and so on. Advance copies presented at the UN Conf on Climate in Madrid and MIT TedX Operation Earth. In this paper we see the list of pioneers, the table of contents, a foreword by National Geographic Explorer Tierny Thys, and an introduction by editor Cindy Mason, who first proposed bringing AI and Environment as a topic to the AAAI and IJCAI community of scientists.
A Special Report developed originally for Kurzweil AI dot Net with copies to the X-Prize Committee on Undersea Robotics and MBARI Undersea Robotic Vehicles, SRI Robotics Group and Scripps. Previously unpublished, original manuscript 2010 with updates 2014 and 2016.
Geoinformatics 2006���Abstracts, 2006
Among the goals of cyberinfrastructure efforts is ready access to data and the software to process and model them. In the case of measurements of the Earth's gravity and magnetic fields, recent efforts have produced major new databases for North America. However, modern open-source modeling software is needed. In response to this need, we have developed the Talwani software tool, which is a profile forward modeling application based on the technique of Talwani and others (1959) and Cady (1980). The previous version of ...
Geoinformatics 2006���Abstracts, 2006
The near-and far-field effects of volcanic activity are common geologic phenomena observed in many parts of the world and may include possible catastrophic damage near eruptive centers as well as measurable effects on global climate. A comprehensive categorization of types of volcanic activity and its episodic nature is a challenging scientific goal that requires access to most known types of geologic and sensor data. Ontologies commonly provide the conceptual framework that allows logical association of ...
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