Posted on August 15, 2023 (Updated on July 9, 2025)
Visualizing the Skies: Unveiling a Publicly Accessible Archive of Year-long Sky Footage
Data & AnalysisIs there a public resource of video/images of the sky over a full year? small FAQs 1. Is there a publicly accessible resource where I can find video and image footage of the sky over an entire year? While there isn’t a centralized resource that covers the entire globe and an entire year, there are
Posted on August 14, 2023 (Updated on July 9, 2025)
Enhancing Air Quality Machine Learning Models: Essential Meteorological Data Requirements
Data & AnalysisWhat meteorological data is needed for air quality machine learning models? When it comes to building accurate and reliable air quality machine learning models, incorporating meteorological data is critical. Meteorological factors play a significant role in determining air quality by influencing the dispersion, transport, and transformation of pollutants in the atmosphere. By incorporating meteorological data,
Posted on July 19, 2023 (Updated on July 9, 2025)
Interpolating Raster Data in Python and Saving to NetCDF for Earth Science Applications
Data & AnalysisInterpolation is a technique used to estimate values between data points. In geoscience, raster data is a common type of data used to represent continuous surfaces such as temperature, precipitation, and elevation. NetCDF is a file format for storing multidimensional scientific data that is widely used in the geoscience community. In this article, we will
Posted on June 3, 2023 (Updated on July 9, 2025)
Analyzing the Interplay of Temperature, Humidity, Cloud, and Wind: A Data-Driven Approach in Earth Science
Data & AnalysisWeather forecasting has come a long way since the days of watching the sky and making predictions based on experience and intuition. Today, meteorologists use a variety of instruments and techniques to collect data on temperature, humidity, cloud cover, wind speed, and other atmospheric variables. One of the key challenges in modern meteorology is to
Posted on June 3, 2023 (Updated on July 9, 2025)
Exploring Earth Science Formula Databases: Are Online Libraries Available?
Data & AnalysisEarth science encompasses a wide range of disciplines, including geology, meteorology, oceanography, and environmental science. To understand and analyze various phenomena and processes in these fields, scientists and students rely on a variety of formulas and equations. While textbooks and scientific papers often provide these equations, it can be a challenge to access them quickly
Posted on June 3, 2023 (Updated on July 9, 2025)
The Search for the Optimal Spatiotemporal Interpolation Method for Aerosol Optical Depth (AOD) in Earth Science
Data & AnalysisAerosol Optical Depth (AOD) is a measure of the amount of sunlight absorbed or scattered by aerosols in the atmosphere. It is an important parameter in climate modeling and air quality monitoring. However, measurements of AOD are often limited to specific locations, and there is a need to estimate AOD values at other locations and