Envisioning the Data Science Discipline

Envisioning the Data Science Discipline
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
Total Pages: 69
Release: 2018-03-05
Genre: Education
ISBN: 0309465052

The need to manage, analyze, and extract knowledge from data is pervasive across industry, government, and academia. Scientists, engineers, and executives routinely encounter enormous volumes of data, and new techniques and tools are emerging to create knowledge out of these data, some of them capable of working with real-time streams of data. The nation's ability to make use of these data depends on the availability of an educated workforce with necessary expertise. With these new capabilities have come novel ethical challenges regarding the effectiveness and appropriateness of broad applications of data analyses. The field of data science has emerged to address the proliferation of data and the need to manage and understand it. Data science is a hybrid of multiple disciplines and skill sets, draws on diverse fields (including computer science, statistics, and mathematics), encompasses topics in ethics and privacy, and depends on specifics of the domains to which it is applied. Fueled by the explosion of data, jobs that involve data science have proliferated and an array of data science programs at the undergraduate and graduate levels have been established. Nevertheless, data science is still in its infancy, which suggests the importance of envisioning what the field might look like in the future and what key steps can be taken now to move data science education in that direction. This study will set forth a vision for the emerging discipline of data science at the undergraduate level. This interim report lays out some of the information and comments that the committee has gathered and heard during the first half of its study, offers perspectives on the current state of data science education, and poses some questions that may shape the way data science education evolves in the future. The study will conclude in early 2018 with a final report that lays out a vision for future data science education.

Characterization of Remote-Handled Transuranic Waste for the Waste Isolation Pilot Plant

Characterization of Remote-Handled Transuranic Waste for the Waste Isolation Pilot Plant
Author: National Research Council
Publisher: National Academies Press
Total Pages: 132
Release: 2002-09-28
Genre: Science
ISBN: 0309084601

The U.S. Department of Energy (DOE) disposes of plutonium-contaminated debris from its 27 nuclear weapons facilities at the Waste Isolation Pilot Plant (WIPP), an underground repository in Carlsbad, New Mexico. After four years of operational experience, DOE has opportunities to make changes to the costly and time-consuming process of "characterizing" the waste to confirm that it is appropriate for shipment to and disposal at WIPP.  The report says that in order to make such changes, DOE should conduct and publish a systematic and quantitative assessment to show that the proposed changes would not affect the protection of workers, the public, or the environment.

Improving the Social Security Disability Decision Process

Improving the Social Security Disability Decision Process
Author: Institute of Medicine
Publisher: National Academies Press
Total Pages: 147
Release: 2005-12-21
Genre: Social Science
ISBN: 0309100941

The Institute of Medicine (IOM) Committee on Improving the Disability Decision Process has been working since it first met in January 2005 to develop recommendations to the Social Security Administration (SSA) on how to improve the medical aspects of its disability determination process. By law, Social Security can only pay benefits to those unable to engage in substantial gainful activity because of a "medically determinable physical or mental impairment which can be expected to result in death or which has lasted or can be expected to last for a continuous period of not less than 12 months (emphasis added)." Medical and psychological expertise is critical both in developing the criteria for measuring the severity and functional impact of an impairment or impairments on an applicant's ability to work and in applying the criteria to individual cases where the medical evidence does not clearly meet the criteria in the eyes of a nonmedical disability examiner.

An Assessment of the Need for Native Seeds and the Capacity for Their Supply

An Assessment of the Need for Native Seeds and the Capacity for Their Supply
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
Total Pages: 73
Release: 2020-11-29
Genre: Technology & Engineering
ISBN: 0309680158

Across the United States, millions of acres of land have been so disturbed by human activities or severe climate events that significant portions of their native plant communities have been lost and their ecosystems have been seriously compromised. Restoring impaired ecosystems requires a supply of diverse native plant seeds that are well suited to the climates, soils, and other living species of the system. Native seeds are also in demand for applications in urban land management, roadside maintenance, conservation agriculture, and other restorative activities that take into account the connection between native plant communities and the increasingly urgent need for resilient landscapes. Given the varied climatic and environmental niches of the more than 17,000 native plant species of the United States, supplying the desired seed types and species mixes for this wide range of activities is a challenge. As the first phase of a nationwide analysis of the full scope of needs for native plant seeds, this interim report describes the participants in the native plant seed supply chain, makes preliminary observations, and proposes an information-gathering plan for the second phase of the assessment.

Report

Report
Author: New Zealand. Department of Education
Publisher:
Total Pages: 838
Release: 1913
Genre: Education
ISBN:

Climate Data Records from Environmental Satellites

Climate Data Records from Environmental Satellites
Author: National Research Council
Publisher: National Academies Press
Total Pages: 150
Release: 2004-08-26
Genre: Science
ISBN: 0309182190

The report outlines key elements to consider in designing a program to create climate-quality data from satellites. It examines historical attempts to create climate data records, provides advice on steps for generating, re-analyzing, and storing satellite climate data, and discusses the importance of partnering between agencies, academia, and industry. NOAA will use this report-the first in a two-part study-to draft an implementation plan for climate data records.

Report

Report
Author: Commonwealth Shipping Committee
Publisher:
Total Pages: 636
Release: 1914
Genre: Shipping
ISBN: