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Improving Crop Estimates by Integrating Multiple Data Sources
The National Agricultural Statistics Service (NASS) is the primary statistical data collection agency within the U.S. Department of Agriculture (USDA). NASS conducts hundreds of surveys each year and prepares reports covering virtually every aspect of U.S. agriculture. Among the small-area estimates produced by NASS are county-level estimates for crops (planted acres, harvested acres, production, and yield by commodity) and for cash rental rates for irrigated cropland, nonirrigated cropland, and permanent pastureland. Key users of these county-level estimates include USDA's Farm Services Agency (FSA) and Risk Management Agency (RMA), which use the estimates as part of their processes for dis...
Improving Data Collection and Measurement of Complex Farms
America's farms and farmers are integral to the U.S. economy and, more broadly, to the nation's social and cultural fabric. A healthy agricultural sector helps ensure a safe and reliable food supply, improves energy security, and contributes to employment and economic development, traditionally in small towns and rural areas where farming serves as a nexus for related sectors from farm machinery manufacturing to food processing. The agricultural sector also plays a role in the nation's overall economic growth by providing crucial raw inputs for the production of a wide range of goods and services, including many that generate substantial export value. If the agricultural sector is to be accu...
Methods to Foster Transparency and Reproducibility of Federal Statistics
In 2014 the National Science Foundation (NSF) provided support to the National Academies of Sciences, Engineering, and Medicine for a series of Forums on Open Science in response to a government-wide directive to support increased public access to the results of research funded by the federal government. However, the breadth of the work resulting from the series precluded a focus on any specific topic or discussion about how to improve public access. Thus, the main goal of the Workshop on Transparency and Reproducibility in Federal Statistics was to develop some understanding of what principles and practices are, or would be, supportive of making federal statistics more understandable and reviewable, both by agency staff and the public. This publication summarizes the presentations and discussions from the workshop.
Federal Statistics, Multiple Data Sources, and Privacy Protection
The environment for obtaining information and providing statistical data for policy makers and the public has changed significantly in the past decade, raising questions about the fundamental survey paradigm that underlies federal statistics. New data sources provide opportunities to develop a new paradigm that can improve timeliness, geographic or subpopulation detail, and statistical efficiency. It also has the potential to reduce the costs of producing federal statistics. The panel's first report described federal statistical agencies' current paradigm, which relies heavily on sample surveys for producing national statistics, and challenges agencies are facing; the legal frameworks and me...
Capitalism, Global Change and Sustainable Development
This book analyzes new forms of capitalism that are manifesting under the pressures of global transformation. By studying economic and environmental indicators in various parts of the world, it seeks to reconcile economic growth with environmental and social sustainability, which is an important issue in both developed and emerging economies. These indicators include the explosive development of digital technologies and new global value chains, which are reshaping economies and societies all over the world. The contributing authors also address the challenge of immigration, the sustainable development transformation, the ties between productivity and social rights, automation and global value chains, the energy transition, and innovation and sustainable growth.
Genomic Selection: Lessons Learned and Perspectives
Genomic selection (GS) has been the most prominent topic in breeding science in the last two decades. The continued interest is promoted by its huge potential impact on the efficiency of breeding. Predicting a breeding value based on molecular markers and phenotypic values of relatives may be used to manipulate three parameters of the breeder's equation. First, the accuracy of the selection may be improved by predicting the genetic value more reliably when considering the records of relatives and the realized genomic relationship. Secondly, genotyping and predicting may be more cost effective than comprehensive phenotyping. Resources can instead be allocated to increasing population sizes an...
Handbook Of Climate Change And Agroecosystems: The Agricultural Model Intercomparison And Improvement Project (Agmip) Integrated Crop And Economic Assessments — Joint Publication With Asa, Cssa, And Sssa (In 2 Parts)
“Top agricultural scientists from around the world have taken up the challenge of sustainable agriculture, with the specific focus on integrating agronomic, climatological, biophysical and socio-economic perspectives and processes. Every chapter (of the Handbook) contributes to addressing the growing food-security challenges facing the world.”Foreword by Jeffrey Sachs, Director of the Earth Institute at Columbia UniversityClimate effects on agriculture are of increasing concern in both the scientific and policy communities because of the growing population and the greater uncertainty in the weather during growing seasons. Changes in production are directly linked to variations in tempera...
The Earth Observer
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Developing smart agri-food supply chains
Highlights current issues that challenge the safety of agri-food supply chains (e.g. food adulteration, malicious contamination) Assesses the recent developments implemented to improve safety and quality at all levels of the agri-food supply chain, including the use of smart agri-food systems Emphasis on the need for improved tracking and traceability systems of food products to prevent and manage potential threats to safety
