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
More filters
Journal ArticleDOI
Incorporating dynamic crop growth processes and management practices into a terrestrial biosphere model for simulating crop production in the United States: Toward a unified modeling framework
Yongfa You,Hanqin Tian,Shufen Pan,Hao Shi,Zihao Bian,Angelo Gurgel,Yan Huang,David W. Kicklighter,Xin-Zhong Liang,Chaoqun Lu,Jerry M. Melillo,Ruiqing Miao,Naiqing Pan,John J. Reilly,Wei Ren,Rongting Xu,Jia Yang,Qiang Yu,Jingting Zhang +18 more
TL;DR: In this article , the authors developed an advanced agricultural modeling framework by integrating the strengths of conventional crop models in representing crop growth processes and management practices into a terrestrial biosphere model (TBM), the Dynamic Land Ecosystem Model (DLEM), to meet the cross-scale application needs.
Journal ArticleDOI
Risk monitoring model of intelligent agriculture Internet of Things based on big data
Qingjun Wang,Zhendong Mu +1 more
TL;DR: In this article , the authors proposed a modern agricultural technology platform based on the Internet of Things and big data, and analyzed the accuracy of various types of light wavelengths for determining wheat rust.
Journal ArticleDOI
Operational model for minimizing costs in agricultural production systems
TL;DR: In this article , a Mixed Integer Nonlinear Programming Problem (MILP) model is presented to solve the planning of agricultural production systems in the stages of sowing, crop maintenance and harvesting.
Book ChapterDOI
Landscape models to support sustainable intensification of agroecological systems
C. Nendel,P. Zander +1 more
Journal ArticleDOI
Spatial pattern of rice field productivity based on physical characteristics of landscape in citarum watershed, west java
Nugroho Purwono,Arif Aprianto +1 more
TL;DR: In this paper, the authors analyzed the pattern of rice field productivity that is identified through landscape perspective by using moran's I (index) measurement, degree of dependency of these variables are generated to find the spatial pattern.
References
More filters
Book
Spatial Econometrics: Methods and Models
TL;DR: In this article, a typology of Spatial Econometric Models is presented, and the maximum likelihood approach to estimate and test Spatial Process Models is proposed, as well as alternative approaches to Inference in Spatial process models.
Journal ArticleDOI
Estimación lineal de los requerimientos nutricionales del NRC para ganado de leche
TL;DR: Linear regression equations have been obtained to directly calculate the nutrient requirements of dairy cattle (TDN, DE, ME, NEL,CP, Ca, P, Vitamin A and Vitamin D) on different physiological stages: maintenance, pregnancy and milk production based on NRC nutrient requirements tables.
Journal ArticleDOI
Climate change : the IPCC scientific assessment
TL;DR: A review of the intergovernmental panel on climate change report on global warming and the greenhouse effect can be found in this paper, where the authors present chemistry of greenhouse gases and mathematical modelling of the climate system.
Journal ArticleDOI
The DSSAT cropping system model
James W. Jones,Gerrit Hoogenboom,Cheryl H. Porter,Kenneth J. Boote,William D. Batchelor,L. A. Hunt,Paul W. Wilkens,Upendra Singh,Arjan J. Gijsman,Joe T. Ritchie +9 more
TL;DR: The benefits of the new, re-designed DSSAT-CSM will provide considerable opportunities to its developers and others in the scientific community for greater cooperation in interdisciplinary research and in the application of knowledge to solve problems at field, farm, and higher levels.
Journal ArticleDOI
Climate Trends and Global Crop Production Since 1980
TL;DR: It was found that in the cropping regions and growing seasons of most countries, with the important exception of the United States, temperature trends from 1980 to 2008 exceeded one standard deviation of historic year-to-year variability.
Related Papers (5)
An overview of APSIM, a model designed for farming systems simulation
Brian Keating,P.S. Carberry,G. L. Hammer,Me E. Probert,M. J. Robertson,Dean Holzworth,N. I. Huth,J. N. G. Hargreaves,Holger Meinke,Zvi Hochman,Greg McLean,Kirsten Verburg,Val Snow,Jp P. Dimes,M. Silburn,Enli Wang,S. Brown,Kl L. Bristow,Senthold Asseng,Scott Chapman,Rl L. McCown,D. M. Freebairn,Cj J. Smith +22 more
Assessing agricultural risks of climate change in the 21st century in a global gridded crop model intercomparison
Uncertainty in Simulating Wheat Yields Under Climate Change
Senthold Asseng,Frank Ewert,Cynthia Rosenzweig,James W. Jones,Jerry L. Hatfield,Alex C. Ruane,Kenneth J. Boote,Peter J. Thorburn,Reimund P. Rötter,Davide Cammarano,Nadine Brisson,Nadine Brisson,Bruno Basso,Pierre Martre,Pierre Martre,Pramod K. Aggarwal,Carlos Angulo,Patrick Bertuzzi,Christian Biernath,Andrew J. Challinor,Andrew J. Challinor,Jordi Doltra,Sebastian Gayler,R. Goldberg,Robert F. Grant,L. Heng,J. Hooker,L. A. Hunt,Joachim Ingwersen,Roberto C. Izaurralde,Kurt Christian Kersebaum,Christoph Müller,S. Naresh Kumar,Claas Nendel,Garry O'Leary,Jørgen E. Olesen,Tom M. Osborne,Taru Palosuo,Eckart Priesack,Dominique Ripoche,Mikhail A. Semenov,Iurii Shcherbak,Pasquale Steduto,Claudio O. Stöckle,Pierre Stratonovitch,Thilo Streck,Iwan Supit,Fulu Tao,Maria I. Travasso,Katharina Waha,Daniel Wallach,Jeffrey W. White,James Williams,Joost Wolf +53 more