ArticleAgricultural systems2017
Towards a new generation of agricultural system data, models and knowledge products: Design and improvement.
Article in Agricultural systems, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
17 citing papers in PubMed.
- Harnessing knowledge management to transform agricultural development through innovation and sustainability.Scientific reports · 2026Article
- The Ruminant Farm Systems (RuFaS) model is a platform to support future research and actions for sustainable dairy farming.JDS communications · 2025Review
- Ecological safety evaluation method for plateau characteristic agribusinesses based on knowledge granularity.Scientific reports · 2025Article
- Trends of Soil and Solution Nutrient Sensing for Open Field and Hydroponic Cultivation in Facilitated Smart Agriculture.Sensors (Basel, Switzerland) · 2025Review
- Continuous Growth Monitoring and Prediction with 1D Convolutional Neural Network Using Generated Data with Vision Transformer.Plants (Basel, Switzerland) · 2024Article
- Functional-Structural Plant Model "GreenLab": A State-of-the-Art Review.Plant phenomics (Washington, D.C.) · 2024Article
- DairyCoPilot-Automated data compilation and analysis tools for DairyComp data assets.PloS one · 2024Article
- Review
- Data pipeline for managing field experiments.MethodsX · 2023Article
- Process-Based Crop Modeling for High Applicability with Attention Mechanism and Multitask Decoders.Plant phenomics (Washington, D.C.) · 2023Article
- Response and inversion of skewness parameters to meteorological factors based on RGB model of leaf color digital image.PloS one · 2023Article
- Maize Cropping Systems Mapping Using RapidEye Observations in Agro-Ecological Landscapes in Kenya.Sensors (Basel, Switzerland) · 2017Article
- Next generation agricultural system models and knowledge products: Synthesis and strategy.Agricultural systems · 2017Article
- Towards a new generation of agricultural system data, models and knowledge products: Information and communication technology.Agricultural systems · 2017Article
- Toward a new generation of agricultural system data, models, and knowledge products: State of agricultural systems science.Agricultural systems · 2017Article
- Brief history of agricultural systems modeling.Agricultural systems · 2017Article
- Next generation data systems and knowledge products to support agricultural producers and science-based policy decision making.Agricultural systems · 2017Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This paper presents ideas for a new generation of agricultural system models that could meet the needs of a growing community of end-users exemplified by a set of Use Cases. We envision new data, models and knowledge products that could accelerate the innovation process that is needed to achieve the goal of achieving sustainable local, regional and global food security. We identify desirable features for models, and describe some of the potential advances that we envisage for model components and their integration. We propose an implementation strategy that would link a "pre-competitive" space for model development to a "competitive space" for knowledge product development and through private-public partnerships for new data infrastructure. Specific model improvements would be based on further testing and evaluation of existing models, the development and testing of modular model components and integration, and linkages of model integration platforms to new data management and visualization tools.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.