How big is Europe?
Tessera produces global land-cover embeddings at 0.1-degree resolution, roughly 11 km square at the equator. For each year and each grid tile, there is a directory containing NumPy files of the embeddings.

The question of how big Europe is has long intrigued geographers, historians, and the general public alike. While the continent's size is often discussed in casual conversations, the precise measurement of its area can be surprisingly complex. This complexity arises not only from the varying definitions of Europe's boundaries but also from the technological advancements that have allowed for more detailed and granular measurements of land-cover.
Recently, a new tool has emerged that sheds light on this age-old question: Tessera. Developed by researchers at the University of California, San Diego, Tessera produces global land-cover embeddings at a resolution of 0.1 degrees, which equates to roughly 11 square kilometers at the equator. This level of detail is unprecedented in mapping the world's land-cover, providing a more nuanced understanding of the earth's surface.
Tessera's approach involves dividing the globe into a grid of tiles, each corresponding to a 0.1-degree square. For each tile and each year, Tessera generates a directory containing NumPy files that store the embeddings. These embeddings are essentially digital fingerprints of the land-cover within each tile, capturing the unique characteristics of the terrain, vegetation, water bodies, and human settlements.
The significance of Tessera's work lies in its ability to provide a standardized and consistent framework for analyzing land-cover data. By breaking down the world into these small, uniform tiles, researchers can compare and contrast land-cover patterns across different regions and time periods with greater accuracy. This is particularly useful when studying the changes in Europe's land-cover over the years, as it allows for a more precise calculation of its size.
To understand how Tessera can help answer the question of how big Europe is, we must first consider the various definitions of the continent's boundaries. While some define Europe as the landmass that is part of the continent of Eurasia and is bordered by the Arctic Ocean to the north, the Atlantic Ocean to the west, and the Mediterranean Sea, Black Sea, and Ural Mountains to the south and east, others include or exclude certain territories based on political or cultural criteria.
Tessera's high-resolution land-cover embeddings can help resolve some of these ambiguities by providing a more objective measure of Europe's size. By analyzing the land-cover data within the tiles that make up the continent, researchers can determine the total area covered by land and water, as well as the distribution of different land-cover types, such as forests, grasslands, and urban areas.
One of the key advantages of using Tessera's data is its ability to capture changes in land-cover over time. By comparing the embeddings for different years, researchers can track the expansion or contraction of Europe's boundaries due to factors such as deforestation, urbanization, or the alteration of water bodies. This not only provides a more accurate picture of the continent's current size but also sheds light on the historical and ongoing transformations that have shaped Europe.
In conclusion, the question of how big Europe is has long been a subject of debate and speculation. The advent of Tessera, with its high-resolution land-cover embeddings, offers a new tool for researchers to study the continent's size with unprecedented precision. By breaking down the world into small, uniform tiles and generating digital fingerprints of the land-cover within each tile, Tessera enables a more objective and detailed analysis of Europe's boundaries and the changes that have occurred over time. As our understanding of the earth's surface continues to evolve, tools like Tessera will play a crucial role in refining our knowledge of the world in which we live.










