At its core, Geospatial data involves information about the physical location and characteristics of features and events on Earth. Geospatial data can be collected from various sources, including satellite imagery, GPS devices, mobile phones, and social media...
Pierre Goovaerts, Ph.D. Posts
Geostatistics and Nuclear Energy: A Powerful Synergy
by Pierre Goovaerts, Ph.D. | Aug 14, 2024 | GIS Technology
Nuclear energy stands out as a powerful yet complex source in the rapidly evolving world of energy production. It offers a low-carbon alternative to fossil fuels, making it a critical player in the fight against climate change. However, the challenges associated with...
Geostatistics in Public Health: Disease Mapping
by Pierre Goovaerts, Ph.D. | May 8, 2024 | Public Health
In public health, visualizing, analyzing, and interpreting the spatial distribution of diseases is critical for effective disease prevention, control, and resource allocation. Data mapping provides valuable insights into the spatial patterns of diseases, such as...
Navigating the Terrain of Geostatistical Learning and AI: Bridging the Gap Between Data and Insights
by Pierre Goovaerts, Ph.D. | Jan 24, 2024 | Geospatial Data & Analysis, GIS Technology
In the dynamic landscape of artificial intelligence (AI), one of the most intriguing and impactful frontiers is the integration of geostatistical learning. Geostatistics, the science of analyzing and modeling spatial variability, has found a natural ally in AI,...
Kriging vs Co-Kriging: Understanding Two Data Interpolation Methods
by Pierre Goovaerts, Ph.D. | Oct 3, 2023 | Geospatial Data & Analysis
Geostatistics—a branch of statistics tailored for spatial data analysis—has seen significant advancements in recent years. Kriging and Co-Kriging are popular geostatistical techniques for spatial interpolation and prediction. These methods are essential in various...
The Power of Scaling: How It Alters Map Interpretation and Impacts Data Analysis Accuracy
by Pierre Goovaerts, Ph.D. | Jul 25, 2023 | Geospatial Data & Analysis
Maps play a crucial role in representing spatial information, allowing us to visualize and analyze data in a geospatial context. However, one critical aspect that significantly influences the interpretation and accuracy of data analysis on maps is its level of detail...
GEO AI and Its Impact on Public Health
by Pierre Goovaerts, Ph.D. | May 9, 2023 | Public Health
Artificial intelligence (AI) has become a hot topic of discussion with the recent release and growing popularity of ChatGPT. One of the areas where AI is making a significant impact is in public health. The integration of geographic information systems (GIS) and AI...
The Change of Spatial Support
by Pierre Goovaerts, Ph.D. | Apr 17, 2023 | Geospatial Data & Analysis
In geostatistics, a spatial support refers to the size and shape of the area or volume over which a variable of interest is measured or observed. Examples of spatial support include the volume of a soil core analyzed to measure pH, the pixel size in satellite imagery,...
What is the Difference Between Geostatistics and Geospatial Analysis?
by Pierre Goovaerts, Ph.D. | Apr 5, 2023 | Geospatial Data & Analysis
Geostatistics and geospatial analysis are related concepts, but they refer to different aspects of spatial data analysis. Let’s take a look at the difference between geostatistics and geospatial analysis and how these two concepts work together. What is...
The Relationship Between Geostatistics and Health
by Pierre Goovaerts, Ph.D. | Feb 23, 2023 | Public Health
Combining two sciences – geography and statistics – geostatistics is a field of statistics that deals with analyzing and modeling data distributed in space or time. This discipline originated from the prestigious Paris School of Mines in the 1960s’ where engineers and...