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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Enhancing LULC scenarios impact assessment in hydrological dynamics using participatory mapping protocols in semiarid regions
TL;DR: In this article , the authors developed a step-by-step mapping protocol to extend and enrich the hydrological assessment of future land use and land cover (LULC) scenarios defined through participatory stakeholder involvement.
Journal ArticleDOI
The O3-Farm Project: First Evaluation of a Business Process Management (BPM) Approach through the Development of an Experimental Farm Management System for Milk Traceability
TL;DR: An experimental FMIS was developed considering a “use-case” whose target was to develop a hardware and software solution for the traceability of milk and the outcomes have shown that a design, and a software suite, based on the BPM paradigm could be a valid way for the development of FMIS.
Journal ArticleDOI
Biodegradation of Yerba Mate Waste Based Fertilizer Capsules. Effect of Temperature
TL;DR: In this paper, the effect of yerba mate powder:calcium alginate ratio and the assay temperature on capsule degradation and urea release rate in soil was evaluated.
Proceedings ArticleDOI
Towards an Effective Decision-making System based on Cow Profitability using Deep Learning.
Charlotte Gonçalves Frasco,Maxime Radmacher,René Lacroix,Roger I. Cue,Petko Valtchev,Claude Robert,Mounir Boukadoum,Marc-André Sirard,Abdoulaye Baniré Diallo +8 more
TL;DR: This work proposes a methodology for the design of extensive predictive models reflecting a wider range of factors, whose core is a Long Short-Term Memory neural network, that uses the time series of individual features corresponding to earlier stages of cow’s life to estimate target values at following stages.
Journal ArticleDOI
Technology in Indian agriculture - a review
TL;DR: In this article, the authors present insights on the various applications of technology advancements in agriculture such as digital agriculture, smart farming or internet of agriculture technology (IoAT), precision agriculture, Crop Management, Weed and Pest control, crop protection and big data analytics.
References
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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.
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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.
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