How-To Geek on MSN

Stop crashing your Python scripts: How to handle massive datasets on any laptop

How chunked arrays turned a frozen machine into a finished climate model ...
IEEE

Investigating the Robustness of Graph Neural Networks to Data Drift: A Case Study on Financial Transaction Data

Abstract: The performance of machine learning models in real-world applications is often challenged by data drift, in which the statistical properties of the data evolve over time. This phenomenon is ...

40 years of tree-tracking records reveal how global change is impacting Amazon and Andean Forest diversity

New research published in Nature Ecology and Evolution reveals significant recent shifts in tree diversity among the tropical ...

What are ‘exploding trees’? The winter phenomenon may not be what you think

As more than half of the United States braces for a powerful winter storm, some meteorologists are warning on social media that “exploding trees” are possible.
How-To Geek on MSN

Generate realistic test data in Python fast. No dataset required

Learn the NumPy trick for generating synthetic data that actually behaves like real data.

Why deforestation matters—and what we can do to stop it

Removing trees deprives the forest of portions of its canopy, which blocks the sun’s rays during the day and retains heat at ...
IEEE

Classification of Dominant Tree Species and Vegetation Types Based on Sentinel-2 Time Series Multispectral Data in the Eastern Qilian Mountains

Abstract: Precise mapping of forest vegetation, including both dominant tree species and other vegetation types, is essential for forest management and biodiversity conservation, yet traditional ...