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A probabilistic Bayesian framework for progressively updating site-specific recommendations

https://doi.org/10.1007/s11119-014-9375-4
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1006/jaer.2000.0630openalex-snapshot
PA—Precision Agriculture
inferredcites →https://doi.org/10.1007/bf00116466openalex-snapshot
Bayesian image restoration, with two applications in spatial statistics
inferredcites →https://doi.org/10.1007/s11119-005-1033-4openalex-snapshot
Mapping Potential Crop Management Zones within Fields: Use of Yield-map Series and Patterns of Soil Physical Properties Identified by Electromagnetic Induction Sensing
inferredcites →https://doi.org/10.1007/s11119-006-9021-xopenalex-snapshot
Soil electrical conductivity as a function of soil water content and implications for soil mapping
inferredcites →https://doi.org/10.1007/s11119-007-9046-9openalex-snapshot
Separating spatial and temporal sources of variation for model testing in precision agriculture
inferredcites →https://doi.org/10.1007/s11119-008-9057-1openalex-snapshot
A synthesis of multi-disciplinary research in precision agriculture: site-specific management zones in the semi-arid western Great Plains of the USA
inferredcites →https://doi.org/10.1007/s11119-008-9070-4openalex-snapshot
Bayesian analysis of within-field variability of corn yield using a spatial hierarchical model
inferredcites →https://doi.org/10.1007/s11119-008-9077-xopenalex-snapshot
Soil heterogeneity at the field scale: a challenge for precision crop protection
inferredcites →https://doi.org/10.1007/s11119-008-9103-zopenalex-snapshot
Interpretation of electrical conductivity patterns by soil properties and geological maps for precision agriculture
inferredcites →https://doi.org/10.1007/s11119-010-9163-8openalex-snapshot
Use of soil nitrogen parameters and texture for spatially-variable nitrogen fertilization
inferredcites →https://doi.org/10.1007/s11119-010-9184-3openalex-snapshot
Inverse meta-modelling to estimate soil available water capacity at high spatial resolution across a farm
inferredcites →https://doi.org/10.1007/s11119-013-9306-9openalex-snapshot
Strategy of statistical model selection for precision farming on-farm experiments
inferredcites →https://doi.org/10.1016/j.agsy.2010.05.001openalex-snapshot
Optimal site-specific fertilization and harvesting strategies with respect to crop yield and quality response to nitrogen
inferredcites →https://doi.org/10.1016/j.compag.2004.10.005openalex-snapshot
Apparent soil electrical conductivity measurements in agriculture
inferredcites →https://doi.org/10.1016/j.compag.2007.01.018openalex-snapshot
Economics of site-specific nitrogen management for protein content in wheat
inferredcites →https://doi.org/10.1016/j.eja.2008.10.003openalex-snapshot
Quantification and comparison of wheat yield variation across space and time
inferredcites →https://doi.org/10.1023/a:1009925919134openalex-snapshot
Spatial Analysis of Soil Fertility Parameters
inferredcites →https://doi.org/10.1023/a:1024565507688openalex-snapshot
A Geostatistical Analysis of the Spatial Variation of Soil Mineral Nitrogen and Potentially Available Nitrogen Within an Arable Field
inferredcites →https://doi.org/10.1023/a:1024952406744openalex-snapshot
Variograms of Ancillary Data to Aid Sampling for Soil Surveys
inferredcites →https://doi.org/10.1111/j.0002-9092.2004.00610.xopenalex-snapshot
A Spatial Econometric Approach to the Economics of Site‐Specific Nitrogen Management in Corn Production
inferredcites →https://doi.org/10.1111/j.1467-8276.2006.00872.xopenalex-snapshot
Is Site‐Specific Yield Response Consistent over Time? Does It Pay?
inferredcites →https://doi.org/10.1111/j.1467-985x.2004.00347_4.xopenalex-snapshot
Bayesian Data Analysis, 2nd edn
inferredcites →https://doi.org/10.1111/j.1467-9892.2011.00765.xopenalex-snapshot
Statistics for Spatio‐Temporal Data
inferredcites →https://doi.org/10.1111/j.1574-0862.2009.00387.xopenalex-snapshot
The economic potential of precision nitrogen application with wheat based on plant sensing
inferredcites →https://doi.org/10.1111/j.2517-6161.1974.tb00999.xopenalex-snapshot
Spatial Interaction and the Statistical Analysis of Lattice Systems
inferredcites →https://doi.org/10.1214/ss/1177011926openalex-snapshot
That BLUP is a Good Thing: The Estimation of Random Effects
inferredcites →https://doi.org/10.1890/0012-9615(2002)072[0445:saaami]2.0.co;2openalex-snapshot
SPATIAL AUTOCORRELATION AND AUTOREGRESSIVE MODELS IN ECOLOGY
inferredcites →https://doi.org/10.2134/agronj2003.0958openalex-snapshot
Spatial and Temporal Variation in Economically Optimum Nitrogen Rate for Corn
inferredcites →https://doi.org/10.2134/agronj2003.4550openalex-snapshot
Application of Soil Electrical Conductivity to Precision Agriculture
inferredcites →https://doi.org/10.2134/agronj2004.0287openalex-snapshot
Spatial and Temporal Variation of Soil Nitrogen Parameters Related to Soil Texture and Corn Yield
inferredcites →https://doi.org/10.2134/agronj2004.1572openalex-snapshot
Economic Feasibility of Variable‐Rate Nitrogen Application Utilizing Site‐Specific Management Zones
inferredcites →https://doi.org/10.2134/agronj2005.0005openalex-snapshot
Economic Analysis of Spatial‐Temporal Patterns in Corn and Soybean Response to Nitrogen and Phosphorus
inferredcites →https://doi.org/10.2134/agronj2005.0514openalex-snapshot
Management, Topographical, and Weather Effects on Spatial Variability of Crop Grain Yields
inferredcites →https://doi.org/10.2134/agronj2012.0506openalex-snapshot
Nonlinear Regression Models and Applications in Agricultural Research
inferredcites →https://doi.org/10.2136/sssaj2004.0202openalex-snapshot
Relationship of Apparent Soil Electrical Conductivity to Claypan Soil Properties
inferredcites →https://doi.org/10.2307/1244334openalex-snapshot
Economic Feasibility of Variable‐Rate Technology for Nitrogen on Corn
inferredcites →https://doi.org/10.2307/2529876openalex-snapshot
Random-Effects Models for Longitudinal Data
inferredcites →https://doi.org/10.32614/r.manualsopenalex-snapshot
R: A Language and Environment for Statistical Computing
inferredcites →https://doi.org/10.3920/978-90-8686-778-3openalex-snapshot
Precision agriculture '13
inferredcites →https://doi.org/10.5860/choice.43sup-0415openalex-snapshot
National climatic data center

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4010687openalex-extracted
Rationale for Field Specific On-Farm Precision Experimentation
inferred← citeshttps://doi.org/10.1007/978-3-030-50861-6_11openalex-snapshot
Decision Agriculture
inferred← citeshttps://doi.org/10.1007/s11119-022-09968-2openalex-snapshot
Assessing performance of empirical models for forecasting crop responses to variable fertilizer rates using on-farm precision experimentation
inferred← citeshttps://doi.org/10.1016/j.agee.2022.108088openalex-snapshot
Rationale for field-specific on-farm precision experimentation
inferred← citeshttps://doi.org/10.1016/j.compag.2024.108857openalex-snapshot
Investigating data-driven approaches to optimize nitrogen recommendations for winter wheat
inferred← citeshttps://doi.org/10.1016/j.fcr.2024.109593openalex-snapshot
Optimizing crop seeding rates on organic grain farms using on farm precision experimentation
inferred← citeshttps://doi.org/10.1088/3033-4942/ae774eopenalex-snapshot
A Bayesian regression modeling framework for identifying land surface temperature and evapotranspiration treatment effects in UAV and airborne data
inferred← citeshttps://doi.org/10.1109/cec.2019.8790267openalex-snapshot
Optimal Design of Experiments for Precision Agriculture Using a Genetic Algorithm
inferred← citeshttps://doi.org/10.1109/ijcnn.2019.8851976openalex-snapshot
AdaBoost with Neural Networks for Yield and Protein Prediction in Precision Agriculture
inferred← citeshttps://doi.org/10.1609/aaai.v39i18.34152openalex-snapshot
Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks
inferred← citeshttps://doi.org/10.2134/agronj2019.03.0165openalex-snapshot
The Data‐Intensive Farm Management Project: Changing Agronomic Research Through On‐Farm Precision Experimentation
inferred← citeshttps://doi.org/10.3390/agriculture13030524openalex-snapshot
Towards a Low-Cost Comprehensive Process for On-Farm Precision Experimentation and Analysis
inferred← citeshttps://doi.org/10.3390/su14010106openalex-snapshot
Precision Agroecology
inferred← citeshttps://doi.org/10.4236/as.2024.151010openalex-snapshot
Will Sustainable Food Sovereignty Research Be Sustainable in the Future?
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