Kriging: a method of interpolation for geographical information systems
Explore this paper's citation graph
Summary
Kriging is the method of interpolation deriving from regionalized variable theory that depends on expressing spatial variation of the property in terms of the variogram, and it minimizes the prediction errors which are themselves estimated.
- Type
- article
- Published
- 1990-07-01
- Cited by
- 2,175
- References
- 51
- OpenAlex
- https://openalex.org/W1986149296
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:28712733
Keywords
Kriging, Geostatistics, Interpolation (computer graphics), Variogram, Multivariate interpolation
References
- A brief description of natural neighbor interpolation
- How to Smooth Curves and Surfaces with Splines and Cross-Validation
- Les variables régionalisées et leur estimation : une application de la théorie de fonctions aléatoires aux sciences de la nature
- Geostatistics for natural resources characterization
- Optimal interpolation and isarithmic mapping of soil properties. II. Block kriging.
- Comparison of several spatial prediction methods for soil pH
- A geostatistical basis for spatial weighting in multivariate classification
- Geostatistical Analysis of Soil Chemical Properties of Large Land Areas. I. Semi-variograms 1
- Geostatistical Analysis of Soil Chemical Properties of Large Land Areas. II. Kriging1
- Estimating and mapping grass cover and biomass from low-level photographic sampling†
- Sampling and bulking strategies for estimating soil properties in small regions
- A geostatistical approach to the inverse problem in groundwater modeling (steady state) and one‐dimensional simulations
- Optimal interpolation and isarithmic mapping of soil properties: V. Co-regionalization and multiple sampling strategy
- Estimating soil salinity by disjunctive kriging
- Comparing splines and kriging
- Geostatistics in Physical Geography. Part I: Theory
- Optimal interpolation and isarithmic mapping of soil properties. VI. Disjunctive kriging and mapping the conditional porbability
- The Use of Cokriging with Limited Field Soil Observations 1
- Choosing functions for semi‐variograms of soil properties and fitting them to sampling estimates
- DPTIMAL INTERPOLATION AND ISARITHMIC MAPPING OF SOIL PROPERTIES. IV SAMPLING STRATEGY
Cited by
- Creating a monthly time series of the potentiometric surface in the Upper Floridan aquifer, Northern Tampa Bay area, Florida, January 2000-December 2009
- Understanding spatial variability of soil properties: a key step in establishing field- to farm-scale agro-ecosystem experiments.
- Spatial continuity in tree diameter distribution
- Distance matters: Effect of geographic trauma system resource organization on fatal motor vehicle collisions
- An Extended Kriging Method to Interpolate Near-Surface Soil Moisture Data Measured by Wireless Sensor Networks
- Analysis of the sedimentary characteristics of the tees estuary using remote sensing and GIS techniques
- Integración SIG de regresión multivariante, interpolación de residuos y validación para la generación de rásters continuos de variables meteorológicas
- State-of-the-art remote sensing geospatial technologies in support of transportation monitoring and management
- Cho-k-NN: A Method for Combining Interacting Pieces of Evidence in Case-Based Learning
- Urban Induced Rainfall Modifications on Urban Hydrologic Response
- Comparación de métodos de cálculo para la obtención de la variable precipitación en un SIG
- Deformable models for volume feature tracking
- Habitat suitability assessments for sable antelope
- Remote sensing of energy and water fluxes over Volta Savannah catchments in West Africa
- A Geospatial Analysis on Empirical Distribution with Applications to Atmospheric Infrared Sounder Level 3 Data
- NITRATE IN GROUNDWATER IN RIBEIRÃO PRETO CITY AREA IN BRAZIL
- Modélisation du bilan hydrique à pas de temps mensuel pour l'évaluation de l'impact du changement climatique dans le bassin Amazonien du Pérou
- Bed roughness over vegetated beds: sonar imaging techniques and effect on unidirectional currents
- Utilizing Volunteered Geographic Information to Develop a Real-Time Disaster Mapping Tool: A Prototype and Research Framework
- Ecological Zoning of Forests in Areas Exposed to Industrial Air Pollution
Related papers
- Spatial Intra-Annual Variability of Precipitation Based on Geostatistics. A Case Study for the Paraiba Do Sul Basin, Southeastern Brazil
- Study on the Spatial Pattern of Rainfall Erosivity Based on Geostatistics and GIS of Fujian Province
- The Importance of the Model Choice for Experimental Semivariogram Modeling and Its Consequence in Evaluation Process
- Geostatistical analysis of spatial variability of rainfall and optimal design of a rain gauge network
- Promoting mathematical skills using the instructive program Kriging
- Interpolation of Temperature Based on Spatial-temporal Kriging
- Study on the Spatial Variability of Water Nitrogen and Phosphorus in the Zhalong Wetland
- A Comparative Study Of Improved Kriging And Distance Power Inverse Surface Interpolation