SoftGuide > Functions / Modules Designation > Geostatistics

Geostatistics

What is meant by Geostatistics?

"Geostatistics" is a branch of statistics that deals with the analysis and interpretation of geographic data. It combines statistical methods with geographic information systems (GIS) to examine and visualize spatial patterns, trends, and relationships in geographic data. Geostatistics is applied in various fields, including environmental sciences, geology, geography, agriculture, economics, and sociology.

Typical functions of software in the "Geostatistics" area are:

  1. Spatial Data Analysis:

    • Analysis and interpretation of spatial patterns, trends, and relationships in geographic data such as environmental pollution, soil properties, population density, and economic activities.
    • Identification of hotspots, clusters, outliers, and spatial autocorrelations in the data.

  2. Spatial Interpolation:

    • Estimation of values at unobserved locations based on values at neighboring locations.
    • Application of interpolation methods such as kriging, inverse distance weighting (IDW), or splines to create spatially continuous surfaces.

  3. Spatial Regression:

    • Modeling of spatially dependent variables considering spatial autocorrelations and location variables.
    • Analysis of spatial regression models to investigate causal relationships between spatial variables.

  4. Spatial Visualization:

    • Visualization of geographic data and analysis results on interactive maps, scatter plots, histograms, and other types of graphics.
    • Creation of thematic maps to represent spatial patterns and trends in the data.

  5. Geostatistical Modeling:

    • Development of geostatistical models to predict future events or assess scenarios based on spatial variables.
    • Evaluation of the accuracy and validity of geostatistical models through cross-validation and statistical tests.

  6. Integration with GIS and Databases:

    • Integration of geostatistical analyses with geographic information systems (GIS) and databases for seamless management and visualization of geographic data.
    • Exchange of data and results between different software platforms for comprehensive analysis and reporting.

 

The function / module Geostatistics belongs to:

Statistics/Forecast

Absenteeism statistics
analyses of covariance
Analysis
Analysis functions
Analysis results
Article hit and rivet lists
Bayesian analysis
Before-and-after comparisons
big data
Bootstrap method
Budget information
Business Impact Analysis
Capacity evaluations
Cashier hit list
Classification and prediction
classification and regression trees
Cluster analyses
Clustering
Collaborative Planning
combinatorial problems
comparative statistics
Competitive Analysis
Conjoint analyses
Container accounting
Correlation analyses
Correlation matrix
Correlations
Cost analysis and budget control
Course participant and learning statistics
Course statistics
Customer and sales data analysis
Customer evaluations
Customer statistics
Data analysis
Demand forecasting
Diagrams
Downtime Pareto analysis
Econometric and statistical analyses
Employee capacities
Energy price analysis
Error analysis
Excel export
Extrapolation procedure
Financial market statistics
Financial ratios
Financial reporting
Fluctuation statistics
forecast result
Forecasting
Forecasting
Forecasting and planning
Frequency distributions
Geostatistics
Gibbs sampling
Key figure reports
Key figure simulations
Key figures and key figure systems
KTL evaluation
Linked data management
liquidity analysis
Management evaluations
Mandate analysis
matrix calculus
Mean values
Measurement data
Metropolis algorithm
Movement profiles
Network Statistics
Order tracking
Performance analysis
Permutation test
Personnel development
Personnel key figures
Plausibility check
predictions and model simulation
Predictive analytics
Predictive Modeling
previous year view
Probabilities of occurrence
Probability analysis
Probability distributions
Probability functions
Process visualization
Processing times
Project forecasts
Project ID
Project statistics
Projection comparison
Random generator
Real-time evaluations
Regression analysis
Regressions or equalization calculations
Report management
Resume analysis
Risk analysis
Sales comparisons
Sales hit lists
Sales lists
Sales statistics
Sales statistics
Sampling system
Scrap analyses
Seller hit list
Sequence analysis
Service report
Shopping cart analysis
Signal statistics
Six Sigma
Statistical Analysis
statistical calculations
statistical cost planning
statistical methods
Statistics
Sub-process analysis
Subscription shelf life statistics
Survival analysis
Time data, time series, calendar
Time series analyses
Travel expenses
Trend analyses
Trend value analyses
Utilization analysis according to loss classes
Visitor statistics
Weighting functions
What-if analyses
Working time management

Software solutions with function or module Geostatistics:

myPARM - Multi-project management software
Multi-Project Management