Toward a new generation of agricultural system data, models, and knowledge products: State of agricultural systems science
James W. Jones,John M. Antle,Bruno Basso,Kenneth J. Boote,Richard T. Conant,Ian Foster,H. Charles J. Godfray,Mario Herrero,Richard E. Howitt,Sander Janssen,Brian Keating,Rafael Muñoz-Carpena,Cheryl H. Porter,Cynthia Rosenzweig,Tim Wheeler +14 more
TLDR
It is concluded that multiple platforms and multiple models are needed for model applications for different purposes, and the Use Cases provide a useful framework for considering capabilities and limitations of existing models and data.About:
This article is published in Agricultural Systems.The article was published on 2017-07-01 and is currently open access. It has received 251 citations till now. The article focuses on the topics: Systems science & Information system.read more
Citations
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Journal ArticleDOI
Brief History of Agricultural Systems Modeling
James W. Jones,John M. Antle,Bruno Basso,Kenneth J. Boote,Richard T. Conant,Ian Foster,H. Charles J. Godfray,Mario Herrero,Richard E. Howitt,Sander Janssen,Brian Keating,Rafael Muñoz-Carpena,Cheryl H. Porter,Cynthia Rosenzweig,Tim Wheeler +14 more
TL;DR: The history of agricultural systems modeling is summarized and lessons learned are identified that can help guide the design and development of next generation of agricultural system tools and methods.
Book ChapterDOI
Principles of Systems
TL;DR: The feedback mechanism involved in all principles for artificial learning refers back to the notion of the control-circuit, which serves as a basis for the analysis and the design of feedback-control systems.
Journal ArticleDOI
A comparison of global agricultural monitoring systems and current gaps
Steffen Fritz,Linda See,Juan Carlos Laso Bayas,François Waldner,François Waldner,Damien Christophe Jacques,Inbal Becker-Reshef,A. K. Whitcraft,Bettina Baruth,Rogerio Bonifacio,Jim Crutchfield,Felix Rembold,Oscar Rojas,Anne Schucknecht,Marijn van der Velde,James P. Verdin,Bingfang Wu,Nana Yan,Liangzhi You,Sven Gilliams,Sander Mücher,Robert Tetrault,Inian Moorthy,Ian McCallum +23 more
TL;DR: This paper provides an overview of the eight main global and regional scale agricultural monitoring systems currently in operation and compares them based on the input data and models used, the outputs produced and other characteristics such as the role of the analyst, their interaction with other systems and the geographical scale at which they operate.
Journal ArticleDOI
Introducing digital twins to agriculture
TL;DR: The extent of digital twin adoption in agriculture is examined, light is shed on the concept and the benefits it brings, and an application-based roadmap for a more extended adoption is proposed.
References
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Positive Mathematical Programming
TL;DR: The nonlinear parameters are shown to be implicit in the observed land allocation decisions at a regional or farm level and satisfy the Hicksian conditions for competitive firms.
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The EPIC crop growth model
TL;DR: The EPIC plant growth model as discussed by the authors was developed to estimate soil productivity as affected by erosion throughout the U.S. The model has been tested in several countries and in several foreign countries.
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Biomass use, production, feed efficiencies, and greenhouse gas emissions from global livestock systems
Mario Herrero,Petr Havlik,Hugo Valin,An Maria Omer Notenbaert,Mariana C. Rufino,Philip K. Thornton,Michael Blümmel,F. Weiss,Delia Grace,Michael Obersteiner +9 more
TL;DR: This report presents a unique, biologically consistent, spatially disaggregated global livestock dataset containing information on biomass use, production, feed efficiency, excretion, and greenhouse gas emissions for 28 regions, 4 animal species, and 3 livestock products.
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A review of life cycle assessment (LCA) on some food products.
Poritosh Roy,Daisuke Nei,Takahiro Orikasa,Qingyi Xu,Hiroshi Okadome,Nobutaka Nakamura,Takeo Shiina +6 more
TL;DR: In this article, the authors presented some of the LCA studies on agricultural and industrial food products, recent advances in LCA and their application on food products and reviewed literatures indicate that agricultural production is the hotspot in the life cycle of food products.
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