Related Experiment Video
Updated: Oct 28, 2025

Measuring the Structure, Composition, and Change of Underwater Environments with Large-area Imaging
Published on: April 18, 2025
rasterdiv-An Information Theory tailored R package for measuring ecosystem heterogeneity from space: To the origin
Duccio Rocchini1,2, Elisa Thouverai1, Matteo Marcantonio3
1BIOME Lab, Department of Biological, Geological and Environmental Sciences Alma Mater Studiorum University of Bologna Bologna Italy.
This study introduces rasterdiv, an R package for calculating ecosystem heterogeneity using remote sensing data. It helps reveal hidden landscape patterns crucial for ecological understanding.
Area of Science:
- Ecology
- Remote Sensing
- Computational Biology
Background:
- Ecosystem heterogeneity is a critical indicator for ecological functions, biodiversity, and population dynamics.
- Quantifying landscape heterogeneity is essential for ecological research and conservation efforts.
Purpose of the Study:
- To introduce the 'rasterdiv' R package for calculating ecosystem heterogeneity indices.
- To demonstrate the utility of the package in landscape-scale ecological applications.
- To highlight the package's ability to reveal subtle heterogeneity patterns.
Main Methods:
- Development of the 'rasterdiv' R package utilizing Information Theory.
- Implementation of reproducible, open-source algorithms for heterogeneity index calculation.
- Application of the package to remotely sensed data at a landscape scale.
Main Results:
- The 'rasterdiv' package provides a robust method for quantifying ecosystem heterogeneity.
- The package successfully identified complex and previously hidden heterogeneity patterns in landscape data.
- Demonstrated the package's effectiveness in ecological analysis.
Conclusions:
- The 'rasterdiv' package offers a valuable tool for ecologists to analyze ecosystem heterogeneity.
- Remote sensing data combined with Information Theory indices can uncover significant ecological patterns.
- This approach enhances our understanding of landscape dynamics and biodiversity.
Related Concept Videos
Distance Measurements by Taping
Radian and Degree Measure
Levels of Use of a GIS
Electronic Distance Measuring Instruments
Interpreting R Charts
An R chart plots the range of subsets of measurements collected from a process. Each point on the chart represents the range—defined as the difference between the maximum and minimum...
Introduction to R

